diff --git a/README.md b/README.md index 5c087ee..5c3df66 100644 --- a/README.md +++ b/README.md @@ -15,9 +15,9 @@ In the notebooks directory there are jupyter notebooks that may be used to downl These notebooks perform optimally within a HEAL Gen3 Workspace and the notebooks will be automatically installed to a user's workspace when the workspace is initiated. However, you may also use these notebooks on your local machine. -### VLMD validation +### VLMD extraction and validation -The [VLMD validation docs](heal/vlmd/README.md) describe how to use the SDK for validating VLMD dictionaries. +The [VLMD docs](heal/vlmd/README.md) describe how to use the SDK for extracting and validating VLMD dictionaries. ### Run tests diff --git a/heal/vlmd/README.md b/heal/vlmd/README.md index ceee132..01c0ebe 100644 --- a/heal/vlmd/README.md +++ b/heal/vlmd/README.md @@ -2,32 +2,71 @@ ## VLMD validation -This module validates VLMD data dictionaries against stored schemas. +This module validates VLMD data dictionaries against stored schemas. The `vlmd_validate()` method +will attempt an extraction as part of the validation process. -The `vlmd_validate()` method raises a `jsonschema.ValidationError` for an invalid input file. +The `vlmd_validate()` method raises a `jsonschema.ValidationError` for an invalid input file and +will raise an `ExtractionError` if the input_file cannot be converted Example validation code: ``` from jsonschema import ValidationError -from heal.vlmd import vlmd_validate +from heal.vlmd import vlmd_validate, ExtractionError input_file = "vlmd_dd.json" try: vlmd_validate(input_file) -except ValidationError as e: - # handle validation error + +except ValidationError as v_err: + # handle validation error + +except ExtractionError as e_err: + # handle extraction error + +``` + +## VLMD extract + +The extract module implements extraction and conversion of dictionaries into different formats. + +The current formats are csv, json, and tsv. + +The `vlmd_extract()` method raises a `jsonschema.ValidationError` for an invalid input files +and raises an `ExtractionError` for any other type of error. + +Example extraction code: ``` +from jsonschema import ValidationError + +from heal.vlmd import vlmd_extract, ExtractionError + +try: + vlmd_extract("vlmd_for_extraction.csv", output_dir="./output") + +except ValidationError as v_err: + # handle validation error + +except ExtractionError as e_err: + # handle extraction error +``` + +The above will write a HEAL-compliant VLMD json dictionary to + +`output/heal-dd_vlmd_for_extraction.json` -### Adding new validators +## Adding new file types for extraction and validation -The module currently validates the following types of dictionaries: csv, json, tsv. +The above moduels currently handle the following types of dictionaries: csv, json, tsv. To add code for a new dictionary file type: * Create a new schema for the data type or validate against the existing json schema -* Create a new validator module for the new file type -* Call the new module from the `validator.py` module +* If possible create a new validator module for the new file type +* Call the new validator module from the `validate.py` module +* Create a new extractor module for the new file type, possibly using `pandas` +* Call the new extractor module from the `conversion.py` module +* Add new file writing utilities if saving converted dictionaries in the new format * Create unit tests as needed for new code diff --git a/heal/vlmd/__init__.py b/heal/vlmd/__init__.py index 630abd6..df91732 100644 --- a/heal/vlmd/__init__.py +++ b/heal/vlmd/__init__.py @@ -1 +1,4 @@ -from heal.vlmd.validate.validate import vlmd_validate +from heal.vlmd.validate.validate import vlmd_validate, ExtractionError + +# place 'extract' import after 'validate' import +from heal.vlmd.extract.extract import vlmd_extract diff --git a/heal/vlmd/config.py b/heal/vlmd/config.py index 3045df5..4269042 100644 --- a/heal/vlmd/config.py +++ b/heal/vlmd/config.py @@ -1,8 +1,15 @@ import json +# file prefix +OUTPUT_FILE_PREFIX = "heal-dd" + +# file suffixes ALLOWED_INPUT_TYPES = ["csv", "tsv", "json"] +ALLOWED_FILE_TYPES = ["auto"] + ALLOWED_INPUT_TYPES ALLOWED_SCHEMA_TYPES = ["auto", "csv", "json", "tsv"] +ALLOWED_OUTPUT_TYPES = ["csv", "json"] +# schemas csv_schema_file = "heal/vlmd/schemas/heal_csv.json" with open(csv_schema_file, "r") as f: CSV_SCHEMA = json.load(f) @@ -10,3 +17,10 @@ json_schema_file = "heal/vlmd/schemas/heal_json.json" with open(json_schema_file, "r") as f: JSON_SCHEMA = json.load(f) + +# schema +JSON_SCHEMA_VERSION = JSON_SCHEMA.get("version", "0.3.2") +TOP_LEVEL_PROPS = { + "schemaVersion": JSON_SCHEMA_VERSION, + "title": "HEAL Data Dictionary", +} diff --git a/heal/vlmd/extract/conversion.py b/heal/vlmd/extract/conversion.py new file mode 100644 index 0000000..06ea095 --- /dev/null +++ b/heal/vlmd/extract/conversion.py @@ -0,0 +1,91 @@ +from functools import partial +from pathlib import Path + +from cdislogging import get_logger +from heal.vlmd.config import JSON_SCHEMA, TOP_LEVEL_PROPS +from heal.vlmd import mappings +from heal.vlmd.extract.csv_dict_conversion import convert_datadict_csv +from heal.vlmd.extract.json_dict_conversion import convert_templatejson +from heal.vlmd.utils import clean_json_fields + + +logger = get_logger("vlmd-conversion", log_level="debug") + +choice_fxn = { + "csv-data-dict": partial( + convert_datadict_csv, + rename_map=mappings.rename_map, + recode_map=mappings.recode_map, + ), + "json-template": convert_templatejson, +} + +ext_map = { + ".csv": "csv-data-dict", + ".json": "json-template", +} + + +def _detect_input_type(filepath, ext_to_input_type=ext_map): + ext = filepath.suffix + input_type = ext_to_input_type.get(ext, None) + return input_type + + +def convert_to_vlmd( + input_filepath, + input_type=None, + data_dictionary_props=None, +) -> dict: + """ + Converts a data dictionary to HEAL compliant json or csv format. + + Args + input_filepath (str): Path to input file. Currently converts data dictionaries in csv, json, and tsv. + input_type (str): The input type. See keys of 'choice_fxn' dict for options, currently: + csv-data-dict, json-template. + data_dictionary_props (dict): + The other data-dictionary level properties. By default, will give the data_dictionary `title` property as the file name stem. + + Returns + Dictionary with: + 1. csvtemplated array of fields. + 2. jsontemplated data dictionary object as specified by an originally drafted design doc. + That is, a dictionary with title:,description:<description>,data_dictionary:<fields> + where data dictionary is an array of fields as specified by the JSON schema. + + """ + + input_filepath = Path(input_filepath) + + input_type = input_type or _detect_input_type(input_filepath) + logger.debug(f"Converting file '{input_filepath}' of input_type '{input_type}'") + if input_type not in choice_fxn.keys(): + logger.error(f"Unexpected input type {input_type}") + raise ValueError( + f"Unexpected input_type '{input_type}', not in {choice_fxn.keys()}" + ) + + # get data dictionary package based on the input type + data_dictionary_props = data_dictionary_props or {} + data_dictionary_package = choice_fxn[input_type]( + input_filepath, data_dictionary_props + ) + logger.debug(f"Data Dictionary Package keys {data_dictionary_package.keys()}") + + # For now we return the csv and json in one package. + # If any multiple data dictionaries are needed then implement the methods in + # https://github.com/HEAL/healdata-utils/blob/5080227454d8e731d46a51aa6933c93523eb3b9a/src/healdata_utils/conversion.py#L196 + package = data_dictionary_package + + # add schema version + for field in package["templatecsv"]["fields"]: + field.update({"schemaVersion": JSON_SCHEMA["version"], **field}) + + # remove empty json fields, add schema version (in TOP_LEVEL_PROPS) + package["templatejson"]["fields"] = clean_json_fields( + package["templatejson"]["fields"] + ) + package["templatejson"] = {**TOP_LEVEL_PROPS, **dict(package["templatejson"])} + + return package diff --git a/heal/vlmd/extract/csv_dict_conversion.py b/heal/vlmd/extract/csv_dict_conversion.py new file mode 100644 index 0000000..4ad551c --- /dev/null +++ b/heal/vlmd/extract/csv_dict_conversion.py @@ -0,0 +1,238 @@ +from os import PathLike +from pathlib import Path +import re + +import pandas as pd + +from heal.vlmd.config import JSON_SCHEMA +from heal.vlmd.extract import utils +from heal.vlmd.validate.utils import read_delim + + +def convert_datadict_csv( + csv_template: str, + data_dictionary_props: dict, + rename_map: dict = None, + recode_map: dict = None, + drop_list: dict = None, + item_sep: str = "|", + key_val_sep: str = "=", +) -> dict: + """ + Converts a CSV conforming to HEAL specifications (but see 2 additional notes below) + into a HEAL-specified data dictionary in both csv format and json format. + + Converts an in-memory data dictionary or a path to a data dictionary file into a HEAL-specified tabular template by: + 1. Adding missing fields, and + 2. Converting fields from a specified mapping. + NOTE: currently this mapping is only float/num to number or text/char to string (case insensitive) + In future versions, there will be a specified module for csv input mappings. + + Args + + csv_template : str or path-like or an object that can be inferred as data by frictionless's Resource class. + Data or path to data with the data being a tabular HEAL-specified data dictionary. + This input can be any data object or path-like string excepted by a frictionless Resource object. + data_dictionary_props : dict + The HEAL-specified data dictionary properties. + rename_map: A mapping of source (current) column headers to target (desired -- conforming to CVS HEAL spec) + column headers + recode_map: A mapping of values for each column in HEAL spec -- {..."column_name":{"old_value":"new_value"...}...} + drop_list: a list of variables to drop from headers before processing + item_sep:str (default:"|") Used to split stringified items (in objects and arrays) + key_val_sep:str (default:"=") Used to split stringified each key-value pair + + Returns + A dictionary with two keys: + - 'templatejson': the HEAL-specified JSON object. + - 'templatecsv': the HEAL-specified tabular template. + + """ + + # get transforms + # cast numbers explicitly based on schema + # this is needed in case there is only one record in a string column that is a number (ie don't want to convert) + def infer_delim(series: pd.Series, char_list: list, firstmatch: bool): + """infer the delimiter by the highest frequency by row higest occuring character + can either take only the first match or all matches for each row""" + combined_pattern = "|".join(map(re.escape, char_list)) + + try: + # get most frequent delimiter per row + most_freq_chars = ( + series.rename_axis("row") + .str.extractall(f"({combined_pattern})") + .squeeze( + "rows" + ) # only 1 row, dont want to squeeze to scalar so spec rows + .pipe( + lambda s: s.unstack("match")[0] if firstmatch else s + ) # if first match specified + .groupby("row") + .value_counts() + .unstack() + .idxmax(axis=1) + ) + except KeyError: + return None + + try: + # infer delim by character with most per row max frequencies + inferred_delim = most_freq_chars.value_counts().sort_values().index[-1] + except IndexError: + return None + + return inferred_delim + + if isinstance(csv_template, (str, PathLike)): + template_tbl = read_delim(str(Path(csv_template))) + else: + template_tbl = pd.DataFrame(csv_template) + + if not rename_map: + rename_map = {} + + if not recode_map: + recode_map = {} + + if not drop_list: + drop_list = [] + + slugify = lambda s: s.strip().lower().replace("_", "-").replace(" ", "-") + # flattened properties + field_properties = utils.flatten_properties( + JSON_SCHEMA["properties"]["fields"]["items"]["properties"] + ) + + # init to-be formatted tables + tbl_csv = template_tbl.copy() + # transform each column with slugified mappings, harmonizing delims (if array, object) + for column_name in tbl_csv.columns.tolist(): + slugified_col = slugify(column_name) + new_column_name = column_name + + # rename based on slugified names or original col names + new_column_name = rename_map.get(slugified_col) or rename_map.get(column_name) + if new_column_name: + tbl_csv.rename(columns={column_name: new_column_name}, inplace=True) + else: + new_column_name = column_name + + # recode slugified old names to accepted names + if new_column_name in recode_map.keys(): + tbl_csv[new_column_name] = ( + tbl_csv[new_column_name] + .apply(slugify) + .replace(recode_map[new_column_name]) + ) + + if new_column_name in drop_list: + del tbl_csv[new_column_name] + + # NOTE: the below methodology uses the schema to instruct how to convert to json. + field_prop_name = utils.find_prop_name(new_column_name, field_properties) + field_prop = field_properties.get(field_prop_name) + # infer delimiters of stringified lists (note: stringified lists are identified from schema) + + if field_prop_name: + if field_prop["type"] == "integer": + tbl_csv[new_column_name] = tbl_csv[new_column_name].apply( + lambda s: int(float(s)) if s else s + ) + elif field_prop["type"] == "number": + tbl_csv[new_column_name] = tbl_csv[new_column_name].astype(float) + elif field_prop["type"] == "object": + possible_key_val = ["=", ":"] + possible_list = [";", "|"] + key_val_sep = ( + infer_delim( + tbl_csv[new_column_name], possible_key_val, firstmatch=True + ) + or "=" + ) + item_sep = ( + infer_delim( + tbl_csv[new_column_name], possible_list, firstmatch=False + ) + or "|" + ) + + tbl_csv[new_column_name] = ( + tbl_csv[new_column_name] + .str.replace(key_val_sep, "=") + .str.replace(item_sep, "|") + ) + + elif field_prop["type"] == "array": + possible_list = [";", "|"] + item_sep = ( + infer_delim( + tbl_csv[new_column_name], possible_list, firstmatch=False + ) + or "|" + ) + tbl_csv[new_column_name] = tbl_csv[new_column_name].replace( + item_sep, "|" + ) + + # parse string objects and array to create the dict (json) instance + tbl_json = tbl_csv.copy() + for column_name in tbl_json.columns.tolist(): + # NOTE: the below methodology uses the schema to instruct how to convert to json. + field_prop_name = utils.find_prop_name(column_name, field_properties) + field_prop = field_properties.get(field_prop_name) + if field_prop: + if field_prop["type"] == "object": + tbl_json[column_name] = tbl_csv[column_name].apply( + utils.parse_dictionary_str, item_sep="|", key_val_sep="=" + ) + + elif field_prop["type"] == "array": + tbl_json[column_name] = tbl_csv[column_name].apply( + utils.parse_list_str, item_sep="|" + ) + # columns not included in schema (custom or other) + else: + if column_name.split(".")[0] == "custom": + if not "custom" in tbl_json: + tbl_json["custom"] = [{}] * len(tbl_json) + + for i in range(len(tbl_csv)): + value = tbl_csv[column_name].iloc[i] + if value: + custom = {} + parts = column_name.split(".")[1:] + + for key in reversed(parts): + result = {key: value} + + tbl_json["custom"].iloc[i].update(result) + else: + tbl_json[column_name] = tbl_csv[column_name] + + # drop all custom columns (as I have nested already) + tbl_json.drop(columns=tbl_json.filter(regex="^custom\\.").columns, inplace=True) + + # refactor (i.e., cascade, move up to root) properties if present in all records + refactored_props, tbl_json = utils.refactor_field_props( + tbl_json, schema=JSON_SCHEMA + ) + + # data dictionary root level properties + data_dictionary_props_csv = dict(data_dictionary_props) + data_dictionary_props_json = { + **data_dictionary_props, + **utils.unflatten_from_jsonpath(refactored_props.to_dict()), + } + + # create the data dictionary objects + fields_json = [ + utils.unflatten_from_jsonpath(record) + for record in tbl_json.to_dict(orient="records") + ] + template_json = dict(**data_dictionary_props_json, fields=fields_json) + + fields_csv = tbl_csv.to_dict(orient="records") + template_csv = dict(**data_dictionary_props_csv, fields=fields_csv) + + return {"templatejson": template_json, "templatecsv": template_csv} diff --git a/heal/vlmd/extract/extract.py b/heal/vlmd/extract/extract.py new file mode 100644 index 0000000..c54fcad --- /dev/null +++ b/heal/vlmd/extract/extract.py @@ -0,0 +1,81 @@ +from os.path import isfile +from pathlib import Path + +from cdislogging import get_logger +from heal.vlmd.config import ( + ALLOWED_INPUT_TYPES, + ALLOWED_FILE_TYPES, + ALLOWED_OUTPUT_TYPES, +) +from heal.vlmd.file_utils import get_output_filepath, write_vlmd_dict +from heal.vlmd import vlmd_validate, ExtractionError + + +logger = get_logger("extract", log_level="debug") + + +def vlmd_extract( + input_file, file_type="auto", output_dir=".", output_type="json" +) -> bool: + """ + Extract a HEAL compliant csv and json format VLMD data dictionary + from the input file. + + Args: + input_file (str): the path of the input HEAL VLMD file to be extracted + into HEAL-compliant VLMD file(s). + file_type (str): the type of the input file that will be extracted into a + HEAL-compliant VLMD file. + Allowed values are "auto", “csv”, "json", "tsv". + Defaults to “auto”. + output_dir (str): the directory of where the extracted VLMD file will + be written. Defaults to “.” + output_type (str): format of dictionary to write: "csv" or "json". + The default is "json". + + Returns: + True if the input is valid and is successfully converted and written. + Raises ExtractionError in input VLMD is not valid or could not be converted. + """ + + logger.info(f"Extracting VLMD file '{input_file}' with file_type '{file_type}'") + + file_suffix = Path(input_file).suffix.replace(".", "") + if file_suffix not in ALLOWED_INPUT_TYPES: + raise ExtractionError(f"Input file must be one of {ALLOWED_INPUT_TYPES}") + if not isfile(input_file): + raise ExtractionError(f"Input file does not exist: {input_file}") + + if file_type not in ALLOWED_FILE_TYPES: + raise ExtractionError(f"File type must be one of {ALLOWED_FILE_TYPES}") + if file_type == "auto": + file_type = file_suffix + + if output_type not in ALLOWED_OUTPUT_TYPES: + raise ExtractionError( + f"Unrecognized output_type '{output_type}' - should be in {ALLOWED_OUTPUT_TYPES}" + ) + + # validate + try: + converted_dictionary = vlmd_validate( + input_file, output_type=output_type, return_converted_output=True + ) + except Exception as e: + logger.error(f"Error in validating and extracting dictionary from {input_file}") + logger.error(e) + raise ExtractionError(str(e)) + + # write to file + output_filepath = get_output_filepath( + output_dir, input_file, output_type=output_type + ) + logger.info(f"Writing converted dictionary to {output_filepath}") + try: + write_vlmd_dict(converted_dictionary, output_filepath, file_type=output_type) + except Exception as e: + logger.error(f"Error in writing converted dictionary") + logger.error(e) + raise ExtractionError(f"Error in writing converted dictionary") + + return True diff --git a/heal/vlmd/extract/json_dict_conversion.py b/heal/vlmd/extract/json_dict_conversion.py new file mode 100644 index 0000000..c40d4b8 --- /dev/null +++ b/heal/vlmd/extract/json_dict_conversion.py @@ -0,0 +1,94 @@ +import collections +import json +from os import PathLike +from pathlib import Path + +import pandas as pd + +from heal.vlmd.config import JSON_SCHEMA +from heal.vlmd.extract import utils + + +def convert_templatejson( + jsontemplate, + data_dictionary_props: dict = None, + fields_name: str = "fields", +) -> dict: + """ + Converts a JSON file or dictionary conforming to HEAL specifications + into a HEAL-specified data dictionary in both csv format and json format. + + Converts in-memory data or a path to a data dictionary file. + + If data_dictionary_props is specified, any properties passed in will be + overwritten. + + Args + jsontemplate : str or path-like or an object that can be inferred as data by frictionless's Resource class. + Data or path to data with the data being a tabular HEAL-specified data dictionary. + This input can be any data object or path-like string excepted by a frictionless Resource object. + data_dictionary_props : dict + The HEAL-specified data dictionary properties. + + Returns + A dictionary with two keys: + - 'templatejson': the HEAL-specified JSON object. + - 'templatecsv': the HEAL-specified tabular template. + + """ + + if isinstance(jsontemplate, (str, PathLike)): + jsontemplate_dict = json.loads(Path(jsontemplate).read_text()) + elif isinstance(jsontemplate, collections.abc.MutableMapping): + jsontemplate_dict = jsontemplate + else: + raise ValueError( + "jsontemplate needs to be either dictionary-like or a path to a json" + ) + + if data_dictionary_props: + for prop_name, prop in data_dictionary_props.items(): + # determine if you should write or overwrite the root level data dictionary props + if not jsontemplate_dict.get(prop_name): + write_prop = True + elif prop and prop != jsontemplate_dict.get(prop_name): + write_prop = True + else: + write_prop = False + + if write_prop: + jsontemplate_dict[prop_name] = prop + + fields_json = jsontemplate_dict.pop(fields_name) + data_dictionary_props = jsontemplate_dict + + fields_schema = JSON_SCHEMA["properties"]["fields"]["items"] + flattened_fields = pd.DataFrame( + [utils.flatten_to_jsonpath(f, fields_schema) for f in fields_json] + ) + flattened_data_dictionary_props = pd.Series( + utils.flatten_to_jsonpath(data_dictionary_props, JSON_SCHEMA) + ) + + flattened_and_embedded = utils.embed_data_dictionary_props( + flattened_fields, flattened_data_dictionary_props, JSON_SCHEMA + ) + tbl_csv = ( + flattened_and_embedded.fillna("") + .map( + lambda v: utils.join_dict_items(v) + if isinstance(v, collections.abc.MutableMapping) + else v + ) + .map( + lambda v: utils.join_iter(v) + if isinstance(v, collections.abc.MutableSequence) + else v + ) + ) + fields_csv = tbl_csv.to_dict(orient="records") + + template_json = {**data_dictionary_props, "fields": fields_json} + template_csv = {**data_dictionary_props, "fields": fields_csv} + + return {"templatejson": template_json, "templatecsv": template_csv} diff --git a/heal/vlmd/extract/utils.py b/heal/vlmd/extract/utils.py new file mode 100644 index 0000000..45f25d8 --- /dev/null +++ b/heal/vlmd/extract/utils.py @@ -0,0 +1,291 @@ +"""Extract utilities/helper functions""" + +from collections.abc import MutableMapping +import re + +import jsonschema +import pandas as pd +from pandas.api.types import is_object_dtype + + +def _get_prop_names_to_rearrange(prop_names, schema): + """ + get data dictionary props to search for refactoring or embedding + + Supports patternProperties + """ + + annotation_names = ["title", "description", "name", "additionalDescription"] + root_names = flatten_properties(schema["properties"]).keys() + field_names = flatten_properties( + schema["properties"]["fields"]["items"]["properties"] + ).keys() + props_to_rearrange = ( + set(root_names).intersection(field_names).difference(annotation_names) + ) + + prop_names_exp = "|".join("^" + name + "$" for name in props_to_rearrange) + names_to_rearrange = [name for name in prop_names if re.match(prop_names_exp, name)] + + return list(names_to_rearrange) + + +def embed_data_dictionary_props(flat_fields, flat_root, schema): + """ + Embed (flattened) root level props in each (flattened) field + if field level prop is missing but the field level prop exists + and is not an annotation property (title,description). + + Args + + flat_fields: array of dicts or pd.DataFrame (or something that can be converted into DataFrame) + flat_root: dict or pd.Series or something that can be converted into Series + schema: schema for determining what fields should be embedded (note, this is flattened in fxn) + + Returns + + pd.DataFrame with the flat fields with the embedded root properties + """ + flat_fields = pd.DataFrame(flat_fields) + prop_names = _get_prop_names_to_rearrange(list(flat_root.keys()), schema) + flat_root = pd.Series(flat_root).loc[prop_names] # take out annotation props + if len(flat_root) > 0: + for prop_name in prop_names: + if prop_name in flat_root: + if not prop_name in flat_fields: + flat_fields.insert(0, prop_name, flat_root[prop_name]) + else: + flat_fields[prop_name].fillna(flat_root[prop_name], inplace=True) + + return flat_fields + + +def refactor_field_props(flat_fields, schema): + """ + Given a flattened array of dicts corresponding to the unflattened schema, + move up (ie `refactor`) flattened properties that are both in the root + (ie table level; level up from field records) and in the fields. + """ + flat_fields_df = pd.DataFrame(flat_fields) + props = set(_get_prop_names_to_rearrange(flat_fields_df.columns.tolist(), schema)) + flat_record = pd.Series(dtype="object") + for name in props: + in_df = name in flat_fields_df + if in_df: + # need to handle if some values are pandas series + if isinstance(flat_fields_df[name], pd.DataFrame): + is_one_unique = (flat_fields_df[name].nunique() == 1).all() + elif isinstance(flat_fields_df[name], pd.Series): + if is_object_dtype(flat_fields_df[name]): + is_one_unique = len(flat_fields_df[name].map(str).unique()) == 1 + else: + is_one_unique = flat_fields_df[name].nunique() == 1 + if is_one_unique: + flat_record[name] = flat_fields_df.pop(name).iloc[0] + if isinstance(flat_record[name], pd.Series): + flat_record[name] = flat_record[name].to_list() + + return flat_record, flat_fields_df + + +# individual cell utilities +def parse_dictionary_str(string, item_sep, key_val_sep): + """ + Parses a stringified dictionary into a dictionary + based on item separator + """ + if string != "" and string != None: + str_items = string.strip().split(item_sep) + items = {} + + for str_item in str_items: + if str_item: + item = str_item.split(key_val_sep, 1) + items[item[0].strip()] = item[1].strip() + + return items + else: + return string + + +def parse_list_str(string, item_sep): + """Split a string into list using 'item_sep'""" + if string != "" and string != None: + return string.strip().split(item_sep) + else: + return string + + +# dictionary utilities +def flatten_to_jsonpath(dictionary, schema, parent_key=False, sep="."): + """ + Turn a nested dictionary into a flattened dictionary (but see schema param) + + :param dictionary: The dictionary to flatten + :param schema: The schema to indicate which properties to flatten + This includes dictionaries (properties) with child dictionaries (properties) + and lists (items) with child dictionaries (properties) + :param parent_key: The string to prepend to dictionary's keys + :param sep: The string used to separate flattened keys + :return: A flattened dictionary + """ + # flatten if type array -> type object with properties + # flatten if type object with properties + items = [] + for key, value in dictionary.items(): + new_key = str(parent_key) + sep + key if parent_key else key + prop = schema["properties"].get(key, {}) + childprops = prop.get("properties") + childitem_props = prop.get("items", {}).get("properties") + + if childitem_props: + for i, _value in enumerate(value): + item = flatten_to_jsonpath( + dictionary=_value, + schema=prop, + parent_key=new_key, + sep=f"[{str(i)}]{sep}", + ) + items.extend(item.items()) + elif childprops: + item = flatten_to_jsonpath( + dictionary=value, schema=prop, parent_key=new_key, sep=sep + ) + items.extend(item.items()) + + else: + items.append((new_key, value)) + + return dict(items) + + +def unflatten_from_jsonpath(field): + """ + Converts a flattened dictionary with key names conforming to + JSONpath notation to the nested dictionary format. + """ + field_json = {} + + for prop_path, prop in field.items(): + prop_json = field_json + + nested_names = prop_path.split(".") + nested_names_length = len(nested_names) + for i, prop_name in enumerate(nested_names): + if "[" in prop_name: + g = re.match(r"(.+)\[(\d+)\]$", prop_name) + if not g: + raise jsonschema.ValidationError( + f"Incorrect array indexing in name {prop_name}" + ) + try: + array_name = g[1] + array_index = int(g[2]) + except Exception as e: + raise jsonschema.ValidationError(str(e)) + if array_name not in prop_json: + prop_json[array_name] = [{} for _ in range(array_index + 1)] + elif len(prop_json[array_name]) <= array_index: + prop_json[array_name].extend( + [ + {} + for _ in range(array_index - len(prop_json[array_name]) + 1) + ] + ) + if i == nested_names_length - 1: + if isinstance(prop_json[array_name][array_index], dict): + prop_json[array_name][array_index].update({array_name: prop}) + else: + prop_json[array_name][array_index] = {array_name: prop} + else: + prop_json = prop_json[array_name][array_index] + else: + if i == nested_names_length - 1: + prop_json[prop_name] = prop + else: + if prop_name not in prop_json: + prop_json[prop_name] = {} + prop_json = prop_json[prop_name] + + return field_json + + +# json to csv utils +def join_iter(iterable, sep_list="|"): + return sep_list.join([str(p) for p in iterable]) + + +def join_dict_items(dictionary: dict, sep_key_val="=", sep_items="|"): + """joins a mappable collection (ie dictionary) into a string + representation with specified separators for the key and value + in addition to items. + + All items are coerced to the string representation (eg if key or value + is None, this will be coerced to "None") + """ + dict_list = [] + for key, val in dictionary.items(): + key_str = str(key) + val_str = str(val) + dict_list.append(key_str + sep_key_val + val_str) + return sep_items.join(dict_list) + + +# Working with schemas +def flatten_properties(properties, parent_key="", sep=".", item_sep=r"\[\d+\]"): + """ + flatten schema properties + """ + properties_flattened = {} + for key, item in properties.items(): + # flattened keys + if parent_key: + flattened_key = parent_key + "." + key + else: + flattened_key = key + + if isinstance(item, MutableMapping): + props = item.get("properties") + items = item.get("items", {}).get("properties") + if props: + new_props = flatten_properties(props, parent_key=flattened_key) + properties_flattened.update(new_props) + + elif items: + new_props = flatten_properties( + items, parent_key=flattened_key + item_sep + ) + properties_flattened.update(new_props) + else: + properties_flattened[flattened_key] = item + + else: + properties_flattened[flattened_key] = item + + return properties_flattened + + +def find_prop_name(column_name, properties): + """ + given a dictionary of json schema object properties OR a list of property names, return the + matching property name. + + This function is needed when a schema is flattened according to a json path + and converted into a regular expression for list (array) indices. + + """ + prop_match = [] + for name in list(properties): + if re.match("^" + name + "$", column_name): + prop_match.append(name) + + if len(prop_match) == 1: + return prop_match[0] + elif len(prop_match) > 1: + raise Exception( + f"Multiple matching properties found for {column_name}. Can only have one match" + ) + elif len(prop_match) == 0: + return None + else: + raise Exception(f"Unknown error when matching properties against {column_name}") diff --git a/heal/vlmd/file_utils.py b/heal/vlmd/file_utils.py new file mode 100644 index 0000000..34bc5a1 --- /dev/null +++ b/heal/vlmd/file_utils.py @@ -0,0 +1,89 @@ +import csv +import json +import os +from pathlib import Path + +import pandas as pd + +from cdislogging import get_logger +from heal.vlmd.config import OUTPUT_FILE_PREFIX + +logger = get_logger("vlmd-file-utils", log_level="debug") + + +# file writing +def get_output_filepath(output_dir, infile_name, output_type="auto"): + """ + Generate the output file path. + Replace path to infile_name with output_dir. + Replace suffix with 'json' if needed. + + Args: + output_dir: output directory + infile_name: the input file that dictionary is extracted from. + output_type (str): the type of file to write to, currently csv and json. + The default is "auto" which gets the type from the suffix of the input file name. + + Returns: + string with output filepath: + <output_dir>/<prefix>_<infile_name>.<suffix> + """ + + prefix = OUTPUT_FILE_PREFIX + file_name = os.path.basename(infile_name) + if output_type == "auto": + output_filepath = f"{output_dir}/{prefix}_{file_name}" + else: + file_name = os.path.splitext(file_name)[0] + output_filepath = f"{output_dir}/{prefix}_{file_name}.{output_type}" + return output_filepath + + +def write_vlmd_dict(dictionary, output_filepath, file_type="auto"): + """ + Write the json format dictionary to file. + + Args: + dictionary (dict or array): data to write to file + output_dir (path): path for output file + file_type (str): type of file to write - "auto", "csv", "json". + "auto" will get the type from the output_filepath suffix. + The default is "auto". + Returns: + True for successful write of csv or json. + None for unrecognized output type. + """ + if not output_filepath: + logger.error("Empty output_filepath in write_vlmd_dict") + raise ValueError("Empty output_filepath in write_vlmd_dict") + + output_filepath = Path(output_filepath) + + if file_type == "auto": + file_type = output_filepath.suffix.replace(".", "") + + logger.debug(f"Output dictionary type is {file_type}") + dirname = os.path.dirname(output_filepath) + if dirname != "": + os.makedirs(dirname, exist_ok=True) + + if file_type == "json": + if not isinstance(dictionary, dict): + msg = "Json output type should have dict data" + logger.error(msg) + raise ValueError(msg) + with open(output_filepath, "w") as f: + json.dump(dictionary, f, indent=4) + return True + + if file_type == "csv": + if not isinstance(dictionary, list): + msg = "CSV output type should have list data" + logger.error(msg) + raise ValueError(msg) + quoting = csv.QUOTE_MINIMAL + pd.DataFrame(dictionary).to_csv(output_filepath, quoting=quoting, index=False) + return True + + logger.warning(f"Unknown file type {file_type}") + return None diff --git a/heal/vlmd/mappings/__init__.py b/heal/vlmd/mappings/__init__.py new file mode 100644 index 0000000..8ad6be4 --- /dev/null +++ b/heal/vlmd/mappings/__init__.py @@ -0,0 +1,11 @@ +""" + +This module contains all property name and value mappings +for both the json and csv template. Note, the json property names +are represented as json paths. In v0.2 schema versions,csv field property +names must now conform to json path but in prior versions this was not the case. + +""" + +from .names import rename_map +from .values import recode_map diff --git a/heal/vlmd/mappings/names.py b/heal/vlmd/mappings/names.py new file mode 100644 index 0000000..33c3e0f --- /dev/null +++ b/heal/vlmd/mappings/names.py @@ -0,0 +1,53 @@ +condensed_rename_map = { + "type": [ + "data-type", + "data-types", + "field-type", + "field-types", + "types", + "variable-types", + "variable-type", + ], + "name": [ + "variable-name", + "variable-names", + "column-name", + "column-names", + "field-name", + "field-names", + ], + "title": [ + "variable-title", + "variable-titles", + "field-title", + "field-titles", + "field-label", + "field-labels", + "variable-label", + "variable-labels", + ], + "description": [ + "definition", + "definitions", + ], + "enumLabels": [ + "pv-description", + "permissible-value-description", + "variable-value-labels", + "value-labels", + ], + "constraints.enum": [ + "admissible-values", + "permissible-values", + "possible-values", + "enum", + "enumerated-values", + "valid-values", + ], +} + +rename_map = { + source: target + for target, source_list in condensed_rename_map.items() + for source in source_list +} diff --git a/heal/vlmd/mappings/values.py b/heal/vlmd/mappings/values.py new file mode 100644 index 0000000..5bed92d --- /dev/null +++ b/heal/vlmd/mappings/values.py @@ -0,0 +1,36 @@ +""" +defines potential source (input) values for the specified field property +that should map directly onto the target (the heal specification) without +any ambiguity +""" + + +def _flatten(map): + return {sourcename: item["target"] for item in map for sourcename in item["source"]} + + +type_map = [ + {"target": "integer", "source": ["int"]}, + { + "target": "string", + "source": [ + "str", + "character", + "char", + "text", + "varchar", + "alphanumeric", + "alphanum", + ], + }, + {"target": "number", "source": ["num", "float", "decimal", "numeric"]}, + {"target": "boolean", "source": ["bool"]}, +] +required_map = [ + {"target": True, "source": ["true", "1", "yes", "y", "required"]}, + {"target": False, "source": ["false", "0", "no", "not required", "n"]}, +] +recode_map = { + "type": _flatten(type_map), + "constraints.required": _flatten(required_map), +} diff --git a/heal/vlmd/mappings/versions.py b/heal/vlmd/mappings/versions.py new file mode 100644 index 0000000..2fbc0c2 --- /dev/null +++ b/heal/vlmd/mappings/versions.py @@ -0,0 +1,101 @@ +""" +holds the mappings for previous schema version +field names (headers, properties) and the current name +in addition to these field name values or value mappings. + +""" +from heal.vlmd.config import CSV_SCHEMA, JSON_SCHEMA + +VERSION = ["0", "3"] + +root_mappings = [ + {"target": "fields", "source": ["data_dictionary"]}, + {"target": "schemaVersion", "source": [None], "value": JSON_SCHEMA["version"]}, +] + + +field_mappings = [ + { + "target": "schemaVersion", + "source": [None], + # should be same as csv schema version + "values": JSON_SCHEMA["version"], + }, + {"target": "section", "source": ["module"]}, + {"target": "enumLabels", "source": ["encoding", "encodings"]}, + {"target": "enumOrdered", "source": ["ordered"]}, + { + "target": "standardsMappings[0].instrument.source", + "source": ["standardsMappings.type", "standardsMappings[0].source"], + }, + { + "target": "standardsMappings[0].instrument.title", + "source": ["standardsMappings.label", "standardsMappings[0].title"], + }, + { + "target": "standardsMappings[0].item.source", + "source": ["standardsMappings.source", "standardsMappings[0].source"], + }, + { + "target": "standardsMappings[0].item.id", + "source": ["standardsMappings.id", "standardsMappings[0].id"], + }, + { + "target": "standardsMappings[0].item.url", + "source": ["standardsMappings.url", "standardsMappings[0].url"], + }, + { + "target": None, + "source": ["repo_link"], + }, + { + "target": None, + "source": [ + "relatedConcepts.type", + "relatedConcepts.label", + "relatedConcepts.url", + "relatedConcepts.source", + "relatedConcepts.id", + "relatedConcepts", + ], + }, + { + "target": None, + "source": [ + "univarStats.median", + "univarStats.mean", + "univarStats.std", + "univarStats.min", + "univarStats.max", + "univarStats.mode", + "univarStats.count", + "univarStats.twentyFifthPercentile", + "univarStats.seventyFifthPercentile", + "univarStats.categoricalMarginals.name", + "univarStats.categoricalMarginals.count", + ], + }, +] + + +root_rename_map = { + source_name: item["target"] + for item in root_mappings + for source_name in item["source"] + if item["target"] and source_name +} +root_addmap = {"schemaVersion": JSON_SCHEMA["version"]} +fields_recode_map = {} +fields_rename_map = { + source_name: item["target"] + for item in field_mappings + for source_name in item["source"] + if item["target"] and source_name +} +fields_drop_list = [ + source_name + for item in field_mappings + for source_name in item["source"] + if not item["target"] and source_name +] +fields_addmap = {"schemaVersion": JSON_SCHEMA["version"]} diff --git a/heal/vlmd/schemas/heal_csv.json b/heal/vlmd/schemas/heal_csv.json index fc634b5..100068d 100644 --- a/heal/vlmd/schemas/heal_csv.json +++ b/heal/vlmd/schemas/heal_csv.json @@ -105,12 +105,12 @@ "description": "A regular expression pattern the data MUST conform to." }, "constraints.maximum": { - "type": "string", + "type": "integer", "title": "Maximum Value", "description": "Specifies the maximum value of a field (e.g., maximum -- or most recent -- date, maximum integer etc). Note, this is different then maxLength property." }, "constraints.minimum": { - "type": "string", + "type": "integer", "title": "Minimum Value", "description": "Specifies the minimum value of a field." }, diff --git a/heal/vlmd/utils.py b/heal/vlmd/utils.py new file mode 100644 index 0000000..e0d2b1e --- /dev/null +++ b/heal/vlmd/utils.py @@ -0,0 +1,78 @@ +def add_missing_type(prop_name: str, prop, schema: dict) -> dict: + """ + Add types to properties. + + Args: + prop_name (str): property name + prop (str or dict): property + schema (dict): schema + + Returns: + schema (dict) + + """ + missing_values = ["", None] # NOTE: include physical rep and logical for now + if prop_name in schema.get("required", []): + # if required value: MUST be NOT missing value and the property + newprop = {"allOf": [prop, {"not": {"enum": missing_values}}]} + else: + # if not required value: MUST be property OR the specified missing value + newprop = {"anyOf": [prop, {"enum": missing_values}]} + return newprop + + +def add_types_to_props(schema: dict) -> dict: + """ + Add missing types to the schema for validating csv style data. + + Args: + schema (dict) + + Returns: + schema (dict) + """ + + props_with_missing = {} + for prop_name, prop in schema.get("items", {}).get("properties", {}).items(): + props_with_missing[prop_name] = add_missing_type(prop_name, prop, schema) + + patterns_with_missing = {} + for pattern_name, prop in ( + schema.get("items", {}).get("patternProperties", {}).items() + ): + patterns_with_missing[pattern_name] = add_missing_type( + pattern_name, prop, schema + ) + + schema = {"type": "array", "items": {}} + schema["items"]["properties"] = props_with_missing + schema["items"]["patternProperties"] = patterns_with_missing + + return schema + + +def remove_empty_props(props: dict) -> dict: + """ + Remove items with empty values from a dict, ie, + from a 'field' dict in a json dictionary. + """ + if isinstance(props, dict): + new_dict = {} + for k, v in props.items(): + cleaned_value = remove_empty_props(v) + if cleaned_value or cleaned_value == 0: + new_dict[k] = cleaned_value + return new_dict + return props + + +def clean_json_fields(fields: list) -> list: + """ + Remove any 'fields' with emtpy values. + Can be used for json dictionaries that have been extracted from csv dictionaries. + """ + cleaned_fields = [] + for field in fields: + new_field = remove_empty_props(field) + cleaned_fields.append(new_field) + return cleaned_fields diff --git a/heal/vlmd/validate/csv_validator.py b/heal/vlmd/validate/csv_validator.py index 07aadbf..b338676 100644 --- a/heal/vlmd/validate/csv_validator.py +++ b/heal/vlmd/validate/csv_validator.py @@ -2,17 +2,20 @@ from cdislogging import get_logger from heal.vlmd.config import ALLOWED_SCHEMA_TYPES -from heal.vlmd.validate.utils import add_types_to_props, get_schema, read_delim +from heal.vlmd.extract.conversion import convert_to_vlmd +from heal.vlmd.utils import add_types_to_props +from heal.vlmd.validate.json_validator import vlmd_validate_json +from heal.vlmd.validate.utils import get_schema, read_delim -logger = get_logger("CSV_VALIDATOR", log_level="debug") +logger = get_logger("csv-validator", log_level="debug") -def vlmd_validate_csv(input_file: str, schema_type: str) -> bool: +def vlmd_validate_csv(data_or_path, schema_type: str) -> bool: """ Validate CSV file against specified schema type. Args: - input_file (str): the path of the input HEAL VLMD file that to be validated + data_or_path: input file path or json array of VLMD data to validate. schema_type (str): the type of the schema that can be validated against. Allowed values for now are “csv”, “tsv”, “json” and “auto”. @@ -25,7 +28,19 @@ def vlmd_validate_csv(input_file: str, schema_type: str) -> bool: if schema_type not in ALLOWED_SCHEMA_TYPES: raise ValueError(f"Schema type must be in {ALLOWED_SCHEMA_TYPES}") - schema = get_schema(input_file, schema_type) + if isinstance(data_or_path, list): + logger.debug("Getting csv as json array from input object") + data = data_or_path + from_file = False + else: + logger.debug("Getting csv data from file") + data = read_delim(data_or_path).to_dict(orient="records") + from_file = True + + if len(data) == 0: + raise ValueError(f"Could not read csv data from input") + + schema = get_schema(data_or_path, schema_type) if schema == None: raise ValueError(f"Could not get schema for type = {schema_type}") @@ -33,11 +48,45 @@ def vlmd_validate_csv(input_file: str, schema_type: str) -> bool: logger.debug("Checking schema") jsonschema.validators.Draft7Validator.check_schema(schema) - data = read_delim(input_file).to_dict(orient="records") - if len(data) == 0: - raise ValueError(f"Could not read data from file {input_file}") - logger.debug("Validating data") - jsonschema.validate(instance=data, schema=schema) + logger.debug(data) + # jsonschema.validate(instance=data, schema=schema) + + # any input that is an array is already converted from csv. + if isinstance(data, list) and not from_file: + logger.debug("Validating data") + logger.debug(data) + # Need to wrap in try + jsonschema.validate(instance=data, schema=schema) + logger.debug("No further validation, this is converted from CSV") + return True + + # try conversion of input csv + data_dictionaries = {} + if from_file: + logger.debug("Verifying vlmd can be converted") + data_dictionary_props = {} + input_type = "csv-data-dict" + try: + data_dictionaries = convert_to_vlmd( + input_filepath=data_or_path, + input_type=input_type, + data_dictionary_props=data_dictionary_props, + ) + except Exception as e: + if from_file: + logger.error(f"Error in converting dictionary from {data_or_path}") + else: + logger.error("Error in converting dictionary from json array input") + logger.error(e) + raise jsonschema.ValidationError(str(e)) + + # now validate the converted dictionary + converted_dictionary = data_dictionaries["templatejson"] + try: + vlmd_validate_json(converted_dictionary, schema_type="json") + except jsonschema.ValidationError as e: + logger.error("Error in validating converted dictionary") + raise e return True diff --git a/heal/vlmd/validate/json_validator.py b/heal/vlmd/validate/json_validator.py index 4adf823..829f8d4 100644 --- a/heal/vlmd/validate/json_validator.py +++ b/heal/vlmd/validate/json_validator.py @@ -1,4 +1,5 @@ import json +from os import PathLike from pathlib import Path from typing import Dict @@ -8,7 +9,7 @@ from heal.vlmd.config import ALLOWED_SCHEMA_TYPES from heal.vlmd.validate.utils import get_schema -logger = get_logger("JSON_VALIDATOR", log_level="debug") +logger = get_logger("json-validator", log_level="debug") def read_data_from_json_file(input_file: str) -> Dict: @@ -17,12 +18,12 @@ def read_data_from_json_file(input_file: str) -> Dict: return data -def vlmd_validate_json(input_file: str, schema_type: str) -> bool: +def vlmd_validate_json(data_or_path, schema_type: str) -> bool: """ Validate json file against specified schema type. Args: - input_file (str): the path of the input HEAL VLMD file that to be validated + data_or_path: the path of the input HEAL VLMD file that to be validated schema_type (str): the type of the schema that can be validated against. Allowed values for now are “csv”, “tsv”, “json” and “auto”. Defaults to “auto” @@ -35,13 +36,19 @@ def vlmd_validate_json(input_file: str, schema_type: str) -> bool: if schema_type not in ALLOWED_SCHEMA_TYPES: raise ValueError(f"Schema type must be in {ALLOWED_SCHEMA_TYPES}") - schema = get_schema(input_file, schema_type) + if isinstance(data_or_path, (str, PathLike)): + logger.debug("Getting json data from file") + data = read_data_from_json_file(data_or_path) + else: + logger.debug("Getting json data from object") + data = data_or_path + + schema = get_schema(data_or_path, schema_type) if schema == None: raise ValueError(f"Could not get schema for type = {schema_type}") logger.debug("Checking schema") jsonschema.validators.Draft7Validator.check_schema(schema) - data = read_data_from_json_file(input_file) logger.debug("Validating data") jsonschema.validate(instance=data, schema=schema) diff --git a/heal/vlmd/validate/utils.py b/heal/vlmd/validate/utils.py index cab5295..d4b738a 100644 --- a/heal/vlmd/validate/utils.py +++ b/heal/vlmd/validate/utils.py @@ -1,3 +1,7 @@ +import json +import os +from typing import Dict + import charset_normalizer import pandas as pd from pathlib import Path @@ -5,7 +9,7 @@ from cdislogging import get_logger from heal.vlmd.config import CSV_SCHEMA, JSON_SCHEMA -logger = get_logger("VLMD_UTILS", log_level="debug") +logger = get_logger("validate-utils", log_level="debug") def detect_file_encoding(file_path): @@ -52,84 +56,46 @@ def read_delim(file_path, cast_d_type="string"): return file_encoding -def get_schema(input_file: str, schema_type: str): +def read_data_from_json_file(input_file: str) -> Dict: + """Loads the data from a json input file""" + data = json.loads(Path(input_file).read_text()) + return data + + +def get_schema(data_or_path, schema_type: str): """ Get the schema for the specified schema_type. Use the input_file suffix for "auto". Args: - input_file (str): the path of the input VLMD file to be validated + data_or_path: json dictionary or path to input file schema_type (str): the type of the schema that can be validated against. Allowed values for now are “csv”, “tsv”, “json” and “auto”. Defaults to “auto” Returns: schema (dict) """ - file_suffix = Path(input_file).suffix.replace(".", "") - if schema_type == "csv" or (schema_type == "auto" and file_suffix == "csv"): + if isinstance(data_or_path, (str, os.PathLike)): + dictionary_type = Path(data_or_path).suffix.replace(".", "") + elif isinstance(data_or_path, dict): + dictionary_type = "json" + elif isinstance(data_or_path, list): + dictionary_type = "csv" + else: + logger.error("Cannot get schema. Input is not path or dict or list") + raise ValueError("Input should be path or dict or list") + + if schema_type == "csv" or (schema_type == "auto" and dictionary_type == "csv"): schema = {"type": "array", "items": CSV_SCHEMA} logger.debug("Validator will use CSV schema") return schema - if schema_type == "tsv" or (schema_type == "auto" and file_suffix == "tsv"): + if schema_type == "tsv" or (schema_type == "auto" and dictionary_type == "tsv"): schema = {"type": "array", "items": CSV_SCHEMA} logger.debug("Validator will use CSV schema for TSV file") return schema - if schema_type == "json" or (schema_type == "auto" and file_suffix == "json"): + if schema_type == "json" or (schema_type == "auto" and dictionary_type == "json"): schema = JSON_SCHEMA logger.debug("Validator will use json schema") return schema return None - - -def add_missing_type(prop_name: str, prop, schema: dict): - """ - Add types to properties. - - Args: - prop_name (str): property name - prop (str or dict): property - schema (dict): schema - - Returns: - schema (dict) - - """ - missing_values = ["", None] # NOTE: include physical rep and logical for now - if prop_name in schema.get("required", []): - # if required value: MUST be NOT missing value and the property - newprop = {"allOf": [prop, {"not": {"enum": missing_values}}]} - else: - # if not required value: MUST be property OR the specified missing value - newprop = {"anyOf": [prop, {"enum": missing_values}]} - return newprop - - -def add_types_to_props(schema: dict) -> dict: - """ - Add missing types to the schema for validating csv style data. - - Args: - schema (dict) - - Returns: - schema (dict) - """ - - props_with_missing = {} - for prop_name, prop in schema.get("items", {}).get("properties", {}).items(): - props_with_missing[prop_name] = add_missing_type(prop_name, prop, schema) - - patterns_with_missing = {} - for pattern_name, prop in ( - schema.get("items", {}).get("patternProperties", {}).items() - ): - patterns_with_missing[pattern_name] = add_missing_type( - pattern_name, prop, schema - ) - - schema = {"type": "array", "items": {}} - schema["items"]["properties"] = props_with_missing - schema["items"]["patternProperties"] = patterns_with_missing - - return schema diff --git a/heal/vlmd/validate/validate.py b/heal/vlmd/validate/validate.py index 56a8904..0d0dd2d 100644 --- a/heal/vlmd/validate/validate.py +++ b/heal/vlmd/validate/validate.py @@ -4,50 +4,151 @@ from jsonschema import ValidationError from cdislogging import get_logger -from heal.vlmd.config import ALLOWED_INPUT_TYPES, ALLOWED_SCHEMA_TYPES -from heal.vlmd.validate.csv_validator import vlmd_validate_csv -from heal.vlmd.validate.json_validator import vlmd_validate_json +import jsonschema +from heal.vlmd.config import ( + ALLOWED_INPUT_TYPES, + ALLOWED_SCHEMA_TYPES, + ALLOWED_OUTPUT_TYPES, +) +from heal.vlmd.extract.conversion import convert_to_vlmd +from heal.vlmd.utils import add_types_to_props +from heal.vlmd.validate.utils import get_schema, read_data_from_json_file, read_delim -logger = get_logger("VALIDATE", log_level="debug") +logger = get_logger("vlmd-validate-extract", log_level="debug") -def vlmd_validate(input_file: str, schema_type="auto") -> bool: + +class ExtractionError(Exception): + pass + + +file_type_to_fxn_map = { + "csv": "csv-data-dict", + "json": "json-template", + "tsv": "csv-data-dict", +} + + +def vlmd_validate( + input_file: str, + schema_type="auto", + output_type="json", + return_converted_output=False, +): """ Validates the input file against a VLMD schema. Args: - input_file (str): the path of the input HEAL VLMD file that to be validated + input_file (str): the path of the input HEAL VLMD file. schema_type (str): the type of the schema to be validated against. Allowed values for now are “csv”, “tsv”, “json” and “auto”. - Defaults to “auto”. + Defaults to “auto” which will use the suffix of the input file. + output_type (str): format of the converted dictionary: "csv" or "json. + The default is "json". + return_converted_output (bool): set to True to get converted output, else + get a boolean for valid/invalid input. Returns: - True if input is valid. - Raises ValidationError if input VLMD is not valid. + True if input is valid and return_converted_output=False. + Returns a converted dictionary if input is valid and return_converted_output=True. + Raises ValidationError if the input VLMD is not valid. Raises ValueError for unallowed input file types or unallowed schema types. - Raises SchemaError if schema is invalid. + Raises SchemaError if the schema is invalid. + Raises ExctractionError if the input cannot be converted to VLMD dictionary. """ logger.info( f"Validating VLMD file '{input_file}' against schema type '{schema_type}'" ) - - if schema_type not in ALLOWED_SCHEMA_TYPES: - raise ValueError(f"Schema type must be in {ALLOWED_SCHEMA_TYPES}") - file_suffix = Path(input_file).suffix.replace(".", "") if file_suffix not in ALLOWED_INPUT_TYPES: raise ValueError(f"Input file must be one of {ALLOWED_INPUT_TYPES}") if not isfile(input_file): raise IOError(f"Input file does not exist: {input_file}") - # TODO: could change to match-case if python is upgraded to 3.10 - if file_suffix == "csv" or file_suffix == "tsv": - vlmd_validate_csv(input_file, schema_type) + if schema_type not in ALLOWED_SCHEMA_TYPES: + raise ValueError(f"Schema type must be in {ALLOWED_SCHEMA_TYPES}") + schema = get_schema(input_file, schema_type) + if schema == None: + raise ValueError(f"Could not get schema for type = {schema_type}") + + output_type = output_type if output_type else "json" + if output_type not in ALLOWED_OUTPUT_TYPES: + raise ValueError( + f"Unrecognized output_type '{output_type}' - should be in {ALLOWED_OUTPUT_TYPES}" + ) + + # TODO: We need this for csv - see if we can add this to get_schema + if file_suffix in ["csv", "tsv"]: + schema = add_types_to_props(schema) + logger.debug("Checking schema") + jsonschema.validators.Draft7Validator.check_schema(schema) + + # read the input file + if file_suffix in ["csv", "tsv"]: + logger.debug("Getting csv data from file") + data = read_delim(input_file).to_dict(orient="records") + if len(data) == 0: + raise ValidationError(f"Could not read csv data from input") elif file_suffix == "json": - vlmd_validate_json(input_file, schema_type) - else: - raise ValueError(f"Not able to handle file of type {file_suffix}") + logger.debug("Getting json data from file") + data = read_data_from_json_file(input_file) - return True + # if json then try a validation + if file_suffix == "json": + logger.debug("Validating json data") + try: + jsonschema.validate(instance=data, schema=schema) + except jsonschema.ValidationError as e: + logger.error("Error in validating json input") + raise e + + # convert + input_type = file_type_to_fxn_map.get(file_suffix) + if not input_type: + raise ExtractionError( + f"Could not get conversion function from file_suffix '{file_suffix}'" + ) + data_dictionaries = {} + logger.debug(f"Verifying vlmd can be converted using input_type '{input_type}'") + data_dictionary_props = {} + try: + data_dictionaries = convert_to_vlmd( + input_filepath=input_file, + input_type=input_type, + data_dictionary_props=data_dictionary_props, + ) + except Exception as e: + logger.error(f"Error in converting dictionary from {input_file}") + logger.error(e) + raise ExtractionError(str(e)) + if output_type == "json": + converted_dictionary = data_dictionaries["templatejson"] + elif output_type == "csv": + converted_dictionary = data_dictionaries["templatecsv"]["fields"] + + # get a new schema if the output_type is different than input file_type. + if output_type != file_suffix and not ( + file_suffix == "tsv" and output_type == "csv" + ): + logger.debug( + f"Getting schema for '{output_type}' to validate converted dictionary" + ) + schema = get_schema(converted_dictionary, schema_type=output_type) + if output_type == "csv": + # TODO: see if we can add this to get_schema + schema = add_types_to_props(schema) + if schema == None: + raise ValueError(f"Could not get schema for type = {schema_type}") + + try: + jsonschema.validate(instance=converted_dictionary, schema=schema) + except jsonschema.ValidationError as e: + logger.error("Error in validating converted dictionary") + raise e + + if return_converted_output: + return converted_dictionary + else: + return True diff --git a/poetry.lock b/poetry.lock index bcf3400..63ff17c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -24,102 +24,102 @@ files = [ [[package]] name = "aiohttp" -version = "3.10.9" +version = "3.10.10" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" files = [ - {file = "aiohttp-3.10.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8b3fb28a9ac8f2558760d8e637dbf27aef1e8b7f1d221e8669a1074d1a266bb2"}, - {file = "aiohttp-3.10.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:91aa966858593f64c8a65cdefa3d6dc8fe3c2768b159da84c1ddbbb2c01ab4ef"}, - {file = "aiohttp-3.10.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:63649309da83277f06a15bbdc2a54fbe75efb92caa2c25bb57ca37762789c746"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3e7fabedb3fe06933f47f1538df7b3a8d78e13d7167195f51ca47ee12690373"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5c070430fda1a550a1c3a4c2d7281d3b8cfc0c6715f616e40e3332201a253067"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:51d0a4901b27272ae54e42067bc4b9a90e619a690b4dc43ea5950eb3070afc32"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fec5fac7aea6c060f317f07494961236434928e6f4374e170ef50b3001e14581"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:172ad884bb61ad31ed7beed8be776eb17e7fb423f1c1be836d5cb357a096bf12"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d646fdd74c25bbdd4a055414f0fe32896c400f38ffbdfc78c68e62812a9e0257"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e86260b76786c28acf0b5fe31c8dca4c2add95098c709b11e8c35b424ebd4f5b"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:c7d7cafc11d70fdd8801abfc2ff276744ae4cb39d8060b6b542c7e44e5f2cfc2"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:fc262c3df78c8ff6020c782d9ce02e4bcffe4900ad71c0ecdad59943cba54442"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:482c85cf3d429844396d939b22bc2a03849cb9ad33344689ad1c85697bcba33a"}, - {file = "aiohttp-3.10.9-cp310-cp310-win32.whl", hash = "sha256:aeebd3061f6f1747c011e1d0b0b5f04f9f54ad1a2ca183e687e7277bef2e0da2"}, - {file = "aiohttp-3.10.9-cp310-cp310-win_amd64.whl", hash = "sha256:fa430b871220dc62572cef9c69b41e0d70fcb9d486a4a207a5de4c1f25d82593"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:16e6a51d8bc96b77f04a6764b4ad03eeef43baa32014fce71e882bd71302c7e4"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8bd9125dd0cc8ebd84bff2be64b10fdba7dc6fd7be431b5eaf67723557de3a31"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dcf354661f54e6a49193d0b5653a1b011ba856e0b7a76bda2c33e4c6892f34ea"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42775de0ca04f90c10c5c46291535ec08e9bcc4756f1b48f02a0657febe89b10"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:87d1e4185c5d7187684d41ebb50c9aeaaaa06ca1875f4c57593071b0409d2444"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2695c61cf53a5d4345a43d689f37fc0f6d3a2dc520660aec27ec0f06288d1f9"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a3f063b41cc06e8d0b3fcbbfc9c05b7420f41287e0cd4f75ce0a1f3d80729e6"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2d37f4718002863b82c6f391c8efd4d3a817da37030a29e2682a94d2716209de"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:2746d8994ebca1bdc55a1e998feff4e94222da709623bb18f6e5cfec8ec01baf"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:6f3c6648aa123bcd73d6f26607d59967b607b0da8ffcc27d418a4b59f4c98c7c"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:558b3d223fd631ad134d89adea876e7fdb4c93c849ef195049c063ada82b7d08"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:4e6cb75f8ddd9c2132d00bc03c9716add57f4beff1263463724f6398b813e7eb"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:608cecd8d58d285bfd52dbca5b6251ca8d6ea567022c8a0eaae03c2589cd9af9"}, - {file = "aiohttp-3.10.9-cp311-cp311-win32.whl", hash = "sha256:36d4fba838be5f083f5490ddd281813b44d69685db910907636bc5dca6322316"}, - {file = "aiohttp-3.10.9-cp311-cp311-win_amd64.whl", hash = "sha256:8be1a65487bdfc285bd5e9baf3208c2132ca92a9b4020e9f27df1b16fab998a9"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:4fd16b30567c5b8e167923be6e027eeae0f20cf2b8a26b98a25115f28ad48ee0"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:40ff5b7660f903dc587ed36ef08a88d46840182d9d4b5694e7607877ced698a1"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4edc3fd701e2b9a0d605a7b23d3de4ad23137d23fc0dbab726aa71d92f11aaaf"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e525b69ee8a92c146ae5b4da9ecd15e518df4d40003b01b454ad694a27f498b5"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5002a02c17fcfd796d20bac719981d2fca9c006aac0797eb8f430a58e9d12431"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fd4ceeae2fb8cabdd1b71c82bfdd39662473d3433ec95b962200e9e752fb70d0"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d6e395c3d1f773cf0651cd3559e25182eb0c03a2777b53b4575d8adc1149c6e9"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bbdb8def5268f3f9cd753a265756f49228a20ed14a480d151df727808b4531dd"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f82ace0ec57c94aaf5b0e118d4366cff5889097412c75aa14b4fd5fc0c44ee3e"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6ebdc3b3714afe1b134b3bbeb5f745eed3ecbcff92ab25d80e4ef299e83a5465"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:f9ca09414003c0e96a735daa1f071f7d7ed06962ef4fa29ceb6c80d06696d900"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:1298b854fd31d0567cbb916091be9d3278168064fca88e70b8468875ef9ff7e7"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:60ad5b8a7452c0f5645c73d4dad7490afd6119d453d302cd5b72b678a85d6044"}, - {file = "aiohttp-3.10.9-cp312-cp312-win32.whl", hash = "sha256:1a0ee6c0d590c917f1b9629371fce5f3d3f22c317aa96fbdcce3260754d7ea21"}, - {file = "aiohttp-3.10.9-cp312-cp312-win_amd64.whl", hash = "sha256:c46131c6112b534b178d4e002abe450a0a29840b61413ac25243f1291613806a"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2bd9f3eac515c16c4360a6a00c38119333901b8590fe93c3257a9b536026594d"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8cc0d13b4e3b1362d424ce3f4e8c79e1f7247a00d792823ffd640878abf28e56"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ba1a599255ad6a41022e261e31bc2f6f9355a419575b391f9655c4d9e5df5ff5"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:776e9f3c9b377fcf097c4a04b241b15691e6662d850168642ff976780609303c"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8debb45545ad95b58cc16c3c1cc19ad82cffcb106db12b437885dbee265f0ab5"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2555e4949c8d8782f18ef20e9d39730d2656e218a6f1a21a4c4c0b56546a02e"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c54dc329cd44f7f7883a9f4baaefe686e8b9662e2c6c184ea15cceee587d8d69"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e709d6ac598c5416f879bb1bae3fd751366120ac3fa235a01de763537385d036"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:17c272cfe7b07a5bb0c6ad3f234e0c336fb53f3bf17840f66bd77b5815ab3d16"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0c21c82df33b264216abffff9f8370f303dab65d8eee3767efbbd2734363f677"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:9331dd34145ff105177855017920dde140b447049cd62bb589de320fd6ddd582"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:ac3196952c673822ebed8871cf8802e17254fff2a2ed4835d9c045d9b88c5ec7"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:2c33fa6e10bb7ed262e3ff03cc69d52869514f16558db0626a7c5c61dde3c29f"}, - {file = "aiohttp-3.10.9-cp313-cp313-win32.whl", hash = "sha256:a14e4b672c257a6b94fe934ee62666bacbc8e45b7876f9dd9502d0f0fe69db16"}, - {file = "aiohttp-3.10.9-cp313-cp313-win_amd64.whl", hash = "sha256:a35ed3d03910785f7d9d6f5381f0c24002b2b888b298e6f941b2fc94c5055fcd"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5f392ef50e22c31fa49b5a46af7f983fa3f118f3eccb8522063bee8bfa6755f8"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d1f5c9169e26db6a61276008582d945405b8316aae2bb198220466e68114a0f5"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8d9d10d10ec27c0d46ddaecc3c5598c4db9ce4e6398ca872cdde0525765caa2f"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d97273a52d7f89a75b11ec386f786d3da7723d7efae3034b4dda79f6f093edc1"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d271f770b52e32236d945911b2082f9318e90ff835d45224fa9e28374303f729"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7003f33f5f7da1eb02f0446b0f8d2ccf57d253ca6c2e7a5732d25889da82b517"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6e00c8a92e7663ed2be6fcc08a2997ff06ce73c8080cd0df10cc0321a3168d7"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a61df62966ce6507aafab24e124e0c3a1cfbe23c59732987fc0fd0d71daa0b88"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:60555211a006d26e1a389222e3fab8cd379f28e0fbf7472ee55b16c6c529e3a6"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:d15a29424e96fad56dc2f3abed10a89c50c099f97d2416520c7a543e8fddf066"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:a19caae0d670771ea7854ca30df76f676eb47e0fd9b2ee4392d44708f272122d"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:99f9678bf0e2b1b695e8028fedac24ab6770937932eda695815d5a6618c37e04"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:2914caa46054f3b5ff910468d686742ff8cff54b8a67319d75f5d5945fd0a13d"}, - {file = "aiohttp-3.10.9-cp38-cp38-win32.whl", hash = "sha256:0bc059ecbce835630e635879f5f480a742e130d9821fbe3d2f76610a6698ee25"}, - {file = "aiohttp-3.10.9-cp38-cp38-win_amd64.whl", hash = "sha256:e883b61b75ca6efc2541fcd52a5c8ccfe288b24d97e20ac08fdf343b8ac672ea"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:fcd546782d03181b0b1d20b43d612429a90a68779659ba8045114b867971ab71"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:85711eec2d875cd88c7eb40e734c4ca6d9ae477d6f26bd2b5bb4f7f60e41b156"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:02d1d6610588bcd743fae827bd6f2e47e0d09b346f230824b4c6fb85c6065f9c"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3668d0c2a4d23fb136a753eba42caa2c0abbd3d9c5c87ee150a716a16c6deec1"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d7c071235a47d407b0e93aa6262b49422dbe48d7d8566e1158fecc91043dd948"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ac74e794e3aee92ae8f571bfeaa103a141e409863a100ab63a253b1c53b707eb"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bbf94d4a0447705b7775417ca8bb8086cc5482023a6e17cdc8f96d0b1b5aba6"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cb0b2d5d51f96b6cc19e6ab46a7b684be23240426ae951dcdac9639ab111b45e"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:e83dfefb4f7d285c2d6a07a22268344a97d61579b3e0dce482a5be0251d672ab"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:f0a44bb40b6aaa4fb9a5c1ee07880570ecda2065433a96ccff409c9c20c1624a"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:c2b627d3c8982691b06d89d31093cee158c30629fdfebe705a91814d49b554f8"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:03690541e4cc866eef79626cfa1ef4dd729c5c1408600c8cb9e12e1137eed6ab"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ad3675c126f2a95bde637d162f8231cff6bc0bc9fbe31bd78075f9ff7921e322"}, - {file = "aiohttp-3.10.9-cp39-cp39-win32.whl", hash = "sha256:1321658f12b6caffafdc35cfba6c882cb014af86bef4e78c125e7e794dfb927b"}, - {file = "aiohttp-3.10.9-cp39-cp39-win_amd64.whl", hash = "sha256:9fdf5c839bf95fc67be5794c780419edb0dbef776edcfc6c2e5e2ffd5ee755fa"}, - {file = "aiohttp-3.10.9.tar.gz", hash = "sha256:143b0026a9dab07a05ad2dd9e46aa859bffdd6348ddc5967b42161168c24f857"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:be7443669ae9c016b71f402e43208e13ddf00912f47f623ee5994e12fc7d4b3f"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7b06b7843929e41a94ea09eb1ce3927865387e3e23ebe108e0d0d09b08d25be9"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:333cf6cf8e65f6a1e06e9eb3e643a0c515bb850d470902274239fea02033e9a8"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:274cfa632350225ce3fdeb318c23b4a10ec25c0e2c880eff951a3842cf358ac1"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d9e5e4a85bdb56d224f412d9c98ae4cbd032cc4f3161818f692cd81766eee65a"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b606353da03edcc71130b52388d25f9a30a126e04caef1fd637e31683033abd"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab5a5a0c7a7991d90446a198689c0535be89bbd6b410a1f9a66688f0880ec026"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:578a4b875af3e0daaf1ac6fa983d93e0bbfec3ead753b6d6f33d467100cdc67b"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8105fd8a890df77b76dd3054cddf01a879fc13e8af576805d667e0fa0224c35d"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:3bcd391d083f636c06a68715e69467963d1f9600f85ef556ea82e9ef25f043f7"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fbc6264158392bad9df19537e872d476f7c57adf718944cc1e4495cbabf38e2a"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:e48d5021a84d341bcaf95c8460b152cfbad770d28e5fe14a768988c461b821bc"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:2609e9ab08474702cc67b7702dbb8a80e392c54613ebe80db7e8dbdb79837c68"}, + {file = "aiohttp-3.10.10-cp310-cp310-win32.whl", hash = "sha256:84afcdea18eda514c25bc68b9af2a2b1adea7c08899175a51fe7c4fb6d551257"}, + {file = "aiohttp-3.10.10-cp310-cp310-win_amd64.whl", hash = "sha256:9c72109213eb9d3874f7ac8c0c5fa90e072d678e117d9061c06e30c85b4cf0e6"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c30a0eafc89d28e7f959281b58198a9fa5e99405f716c0289b7892ca345fe45f"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:258c5dd01afc10015866114e210fb7365f0d02d9d059c3c3415382ab633fcbcb"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:15ecd889a709b0080f02721255b3f80bb261c2293d3c748151274dfea93ac871"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3935f82f6f4a3820270842e90456ebad3af15810cf65932bd24da4463bc0a4c"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:413251f6fcf552a33c981c4709a6bba37b12710982fec8e558ae944bfb2abd38"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d1720b4f14c78a3089562b8875b53e36b51c97c51adc53325a69b79b4b48ebcb"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:679abe5d3858b33c2cf74faec299fda60ea9de62916e8b67e625d65bf069a3b7"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:79019094f87c9fb44f8d769e41dbb664d6e8fcfd62f665ccce36762deaa0e911"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fe2fb38c2ed905a2582948e2de560675e9dfbee94c6d5ccdb1301c6d0a5bf092"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a3f00003de6eba42d6e94fabb4125600d6e484846dbf90ea8e48a800430cc142"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:1bbb122c557a16fafc10354b9d99ebf2f2808a660d78202f10ba9d50786384b9"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:30ca7c3b94708a9d7ae76ff281b2f47d8eaf2579cd05971b5dc681db8caac6e1"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:df9270660711670e68803107d55c2b5949c2e0f2e4896da176e1ecfc068b974a"}, + {file = "aiohttp-3.10.10-cp311-cp311-win32.whl", hash = "sha256:aafc8ee9b742ce75044ae9a4d3e60e3d918d15a4c2e08a6c3c3e38fa59b92d94"}, + {file = "aiohttp-3.10.10-cp311-cp311-win_amd64.whl", hash = "sha256:362f641f9071e5f3ee6f8e7d37d5ed0d95aae656adf4ef578313ee585b585959"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:9294bbb581f92770e6ed5c19559e1e99255e4ca604a22c5c6397b2f9dd3ee42c"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a8fa23fe62c436ccf23ff930149c047f060c7126eae3ccea005f0483f27b2e28"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5c6a5b8c7926ba5d8545c7dd22961a107526562da31a7a32fa2456baf040939f"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:007ec22fbc573e5eb2fb7dec4198ef8f6bf2fe4ce20020798b2eb5d0abda6138"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9627cc1a10c8c409b5822a92d57a77f383b554463d1884008e051c32ab1b3742"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:50edbcad60d8f0e3eccc68da67f37268b5144ecc34d59f27a02f9611c1d4eec7"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a45d85cf20b5e0d0aa5a8dca27cce8eddef3292bc29d72dcad1641f4ed50aa16"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b00807e2605f16e1e198f33a53ce3c4523114059b0c09c337209ae55e3823a8"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f2d4324a98062be0525d16f768a03e0bbb3b9fe301ceee99611dc9a7953124e6"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:438cd072f75bb6612f2aca29f8bd7cdf6e35e8f160bc312e49fbecab77c99e3a"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:baa42524a82f75303f714108fea528ccacf0386af429b69fff141ffef1c534f9"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:a7d8d14fe962153fc681f6366bdec33d4356f98a3e3567782aac1b6e0e40109a"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c1277cd707c465cd09572a774559a3cc7c7a28802eb3a2a9472588f062097205"}, + {file = "aiohttp-3.10.10-cp312-cp312-win32.whl", hash = "sha256:59bb3c54aa420521dc4ce3cc2c3fe2ad82adf7b09403fa1f48ae45c0cbde6628"}, + {file = "aiohttp-3.10.10-cp312-cp312-win_amd64.whl", hash = "sha256:0e1b370d8007c4ae31ee6db7f9a2fe801a42b146cec80a86766e7ad5c4a259cf"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ad7593bb24b2ab09e65e8a1d385606f0f47c65b5a2ae6c551db67d6653e78c28"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1eb89d3d29adaf533588f209768a9c02e44e4baf832b08118749c5fad191781d"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3fe407bf93533a6fa82dece0e74dbcaaf5d684e5a51862887f9eaebe6372cd79"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50aed5155f819873d23520919e16703fc8925e509abbb1a1491b0087d1cd969e"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4f05e9727ce409358baa615dbeb9b969db94324a79b5a5cea45d39bdb01d82e6"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dffb610a30d643983aeb185ce134f97f290f8935f0abccdd32c77bed9388b42"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa6658732517ddabe22c9036479eabce6036655ba87a0224c612e1ae6af2087e"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:741a46d58677d8c733175d7e5aa618d277cd9d880301a380fd296975a9cdd7bc"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e00e3505cd80440f6c98c6d69269dcc2a119f86ad0a9fd70bccc59504bebd68a"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ffe595f10566f8276b76dc3a11ae4bb7eba1aac8ddd75811736a15b0d5311414"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdfcf6443637c148c4e1a20c48c566aa694fa5e288d34b20fcdc58507882fed3"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:d183cf9c797a5291e8301790ed6d053480ed94070637bfaad914dd38b0981f67"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:77abf6665ae54000b98b3c742bc6ea1d1fb31c394bcabf8b5d2c1ac3ebfe7f3b"}, + {file = "aiohttp-3.10.10-cp313-cp313-win32.whl", hash = "sha256:4470c73c12cd9109db8277287d11f9dd98f77fc54155fc71a7738a83ffcc8ea8"}, + {file = "aiohttp-3.10.10-cp313-cp313-win_amd64.whl", hash = "sha256:486f7aabfa292719a2753c016cc3a8f8172965cabb3ea2e7f7436c7f5a22a151"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:1b66ccafef7336a1e1f0e389901f60c1d920102315a56df85e49552308fc0486"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:acd48d5b80ee80f9432a165c0ac8cbf9253eaddb6113269a5e18699b33958dbb"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3455522392fb15ff549d92fbf4b73b559d5e43dc522588f7eb3e54c3f38beee7"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45c3b868724137f713a38376fef8120c166d1eadd50da1855c112fe97954aed8"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:da1dee8948d2137bb51fbb8a53cce6b1bcc86003c6b42565f008438b806cccd8"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c5ce2ce7c997e1971b7184ee37deb6ea9922ef5163c6ee5aa3c274b05f9e12fa"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28529e08fde6f12eba8677f5a8608500ed33c086f974de68cc65ab218713a59d"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f7db54c7914cc99d901d93a34704833568d86c20925b2762f9fa779f9cd2e70f"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:03a42ac7895406220124c88911ebee31ba8b2d24c98507f4a8bf826b2937c7f2"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:7e338c0523d024fad378b376a79faff37fafb3c001872a618cde1d322400a572"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:038f514fe39e235e9fef6717fbf944057bfa24f9b3db9ee551a7ecf584b5b480"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:64f6c17757251e2b8d885d728b6433d9d970573586a78b78ba8929b0f41d045a"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:93429602396f3383a797a2a70e5f1de5df8e35535d7806c9f91df06f297e109b"}, + {file = "aiohttp-3.10.10-cp38-cp38-win32.whl", hash = "sha256:c823bc3971c44ab93e611ab1a46b1eafeae474c0c844aff4b7474287b75fe49c"}, + {file = "aiohttp-3.10.10-cp38-cp38-win_amd64.whl", hash = "sha256:54ca74df1be3c7ca1cf7f4c971c79c2daf48d9aa65dea1a662ae18926f5bc8ce"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:01948b1d570f83ee7bbf5a60ea2375a89dfb09fd419170e7f5af029510033d24"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9fc1500fd2a952c5c8e3b29aaf7e3cc6e27e9cfc0a8819b3bce48cc1b849e4cc"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f614ab0c76397661b90b6851a030004dac502e48260ea10f2441abd2207fbcc7"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00819de9e45d42584bed046314c40ea7e9aea95411b38971082cad449392b08c"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:05646ebe6b94cc93407b3bf34b9eb26c20722384d068eb7339de802154d61bc5"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:998f3bd3cfc95e9424a6acd7840cbdd39e45bc09ef87533c006f94ac47296090"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9010c31cd6fa59438da4e58a7f19e4753f7f264300cd152e7f90d4602449762"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ea7ffc6d6d6f8a11e6f40091a1040995cdff02cfc9ba4c2f30a516cb2633554"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:ef9c33cc5cbca35808f6c74be11eb7f5f6b14d2311be84a15b594bd3e58b5527"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ce0cdc074d540265bfeb31336e678b4e37316849d13b308607efa527e981f5c2"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:597a079284b7ee65ee102bc3a6ea226a37d2b96d0418cc9047490f231dc09fe8"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:7789050d9e5d0c309c706953e5e8876e38662d57d45f936902e176d19f1c58ab"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e7f8b04d83483577fd9200461b057c9f14ced334dcb053090cea1da9c8321a91"}, + {file = "aiohttp-3.10.10-cp39-cp39-win32.whl", hash = "sha256:c02a30b904282777d872266b87b20ed8cc0d1501855e27f831320f471d54d983"}, + {file = "aiohttp-3.10.10-cp39-cp39-win_amd64.whl", hash = "sha256:edfe3341033a6b53a5c522c802deb2079eee5cbfbb0af032a55064bd65c73a23"}, + {file = "aiohttp-3.10.10.tar.gz", hash = "sha256:0631dd7c9f0822cc61c88586ca76d5b5ada26538097d0f1df510b082bad3411a"}, ] [package.dependencies] @@ -150,13 +150,13 @@ frozenlist = ">=1.1.0" [[package]] name = "anyio" -version = "4.6.0" +version = "4.6.2.post1" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" files = [ - {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"}, - {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"}, + {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"}, + {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"}, ] [package.dependencies] @@ -167,7 +167,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} [package.extras] doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"] trio = ["trio (>=0.26.1)"] [[package]] @@ -247,101 +247,116 @@ files = [ [[package]] name = "charset-normalizer" -version = "3.3.2" +version = "3.4.0" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7.0" files = [ - {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-win32.whl", hash = "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73"}, - {file = "charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-win32.whl", hash = "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab"}, - {file = "charset_normalizer-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-win32.whl", hash = "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7"}, - {file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-win32.whl", hash = "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4"}, - {file = "charset_normalizer-3.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-win32.whl", hash = "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25"}, - {file = "charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-win32.whl", hash = "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f"}, - {file = "charset_normalizer-3.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d"}, - {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-win32.whl", hash = "sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc"}, + {file = "charset_normalizer-3.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-win32.whl", hash = "sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99"}, + {file = "charset_normalizer-3.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-win32.whl", hash = "sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7"}, + {file = "charset_normalizer-3.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-win32.whl", hash = "sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67"}, + {file = "charset_normalizer-3.4.0-cp313-cp313-win_amd64.whl", hash = "sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-musllinux_1_2_i686.whl", hash = "sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-musllinux_1_2_ppc64le.whl", hash = "sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-musllinux_1_2_s390x.whl", hash = "sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-win32.whl", hash = "sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149"}, + {file = "charset_normalizer-3.4.0-cp37-cp37m-win_amd64.whl", hash = "sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-win32.whl", hash = "sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613"}, + {file = "charset_normalizer-3.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-win32.whl", hash = "sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2"}, + {file = "charset_normalizer-3.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca"}, + {file = "charset_normalizer-3.4.0-py3-none-any.whl", hash = "sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079"}, + {file = "charset_normalizer-3.4.0.tar.gz", hash = "sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e"}, ] [[package]] @@ -371,83 +386,73 @@ files = [ [[package]] name = "coverage" -version = "7.6.1" +version = "7.6.4" description = "Code coverage measurement for Python" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "coverage-7.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b06079abebbc0e89e6163b8e8f0e16270124c154dc6e4a47b413dd538859af16"}, - {file = "coverage-7.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf4b19715bccd7ee27b6b120e7e9dd56037b9c0681dcc1adc9ba9db3d417fa36"}, - {file = "coverage-7.6.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61c0abb4c85b095a784ef23fdd4aede7a2628478e7baba7c5e3deba61070a02"}, - {file = "coverage-7.6.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd21f6ae3f08b41004dfb433fa895d858f3f5979e7762d052b12aef444e29afc"}, - {file = "coverage-7.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f59d57baca39b32db42b83b2a7ba6f47ad9c394ec2076b084c3f029b7afca23"}, - {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a1ac0ae2b8bd743b88ed0502544847c3053d7171a3cff9228af618a068ed9c34"}, - {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e6a08c0be454c3b3beb105c0596ebdc2371fab6bb90c0c0297f4e58fd7e1012c"}, - {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f5796e664fe802da4f57a168c85359a8fbf3eab5e55cd4e4569fbacecc903959"}, - {file = "coverage-7.6.1-cp310-cp310-win32.whl", hash = "sha256:7bb65125fcbef8d989fa1dd0e8a060999497629ca5b0efbca209588a73356232"}, - {file = "coverage-7.6.1-cp310-cp310-win_amd64.whl", hash = "sha256:3115a95daa9bdba70aea750db7b96b37259a81a709223c8448fa97727d546fe0"}, - {file = "coverage-7.6.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7dea0889685db8550f839fa202744652e87c60015029ce3f60e006f8c4462c93"}, - {file = "coverage-7.6.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ed37bd3c3b063412f7620464a9ac1314d33100329f39799255fb8d3027da50d3"}, - {file = "coverage-7.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d85f5e9a5f8b73e2350097c3756ef7e785f55bd71205defa0bfdaf96c31616ff"}, - {file = "coverage-7.6.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9bc572be474cafb617672c43fe989d6e48d3c83af02ce8de73fff1c6bb3c198d"}, - {file = "coverage-7.6.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0420b573964c760df9e9e86d1a9a622d0d27f417e1a949a8a66dd7bcee7bc6"}, - {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f4aa8219db826ce6be7099d559f8ec311549bfc4046f7f9fe9b5cea5c581c56"}, - {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:fc5a77d0c516700ebad189b587de289a20a78324bc54baee03dd486f0855d234"}, - {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b48f312cca9621272ae49008c7f613337c53fadca647d6384cc129d2996d1133"}, - {file = "coverage-7.6.1-cp311-cp311-win32.whl", hash = "sha256:1125ca0e5fd475cbbba3bb67ae20bd2c23a98fac4e32412883f9bcbaa81c314c"}, - {file = "coverage-7.6.1-cp311-cp311-win_amd64.whl", hash = "sha256:8ae539519c4c040c5ffd0632784e21b2f03fc1340752af711f33e5be83a9d6c6"}, - {file = "coverage-7.6.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:95cae0efeb032af8458fc27d191f85d1717b1d4e49f7cb226cf526ff28179778"}, - {file = "coverage-7.6.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5621a9175cf9d0b0c84c2ef2b12e9f5f5071357c4d2ea6ca1cf01814f45d2391"}, - {file = "coverage-7.6.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:260933720fdcd75340e7dbe9060655aff3af1f0c5d20f46b57f262ab6c86a5e8"}, - {file = "coverage-7.6.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07e2ca0ad381b91350c0ed49d52699b625aab2b44b65e1b4e02fa9df0e92ad2d"}, - {file = "coverage-7.6.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c44fee9975f04b33331cb8eb272827111efc8930cfd582e0320613263ca849ca"}, - {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:877abb17e6339d96bf08e7a622d05095e72b71f8afd8a9fefc82cf30ed944163"}, - {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3e0cadcf6733c09154b461f1ca72d5416635e5e4ec4e536192180d34ec160f8a"}, - {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c3c02d12f837d9683e5ab2f3d9844dc57655b92c74e286c262e0fc54213c216d"}, - {file = "coverage-7.6.1-cp312-cp312-win32.whl", hash = "sha256:e05882b70b87a18d937ca6768ff33cc3f72847cbc4de4491c8e73880766718e5"}, - {file = "coverage-7.6.1-cp312-cp312-win_amd64.whl", hash = "sha256:b5d7b556859dd85f3a541db6a4e0167b86e7273e1cdc973e5b175166bb634fdb"}, - {file = "coverage-7.6.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a4acd025ecc06185ba2b801f2de85546e0b8ac787cf9d3b06e7e2a69f925b106"}, - {file = "coverage-7.6.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a6d3adcf24b624a7b778533480e32434a39ad8fa30c315208f6d3e5542aeb6e9"}, - {file = "coverage-7.6.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0c212c49b6c10e6951362f7c6df3329f04c2b1c28499563d4035d964ab8e08c"}, - {file = "coverage-7.6.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e81d7a3e58882450ec4186ca59a3f20a5d4440f25b1cff6f0902ad890e6748a"}, - {file = "coverage-7.6.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78b260de9790fd81e69401c2dc8b17da47c8038176a79092a89cb2b7d945d060"}, - {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a78d169acd38300060b28d600344a803628c3fd585c912cacc9ea8790fe96862"}, - {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2c09f4ce52cb99dd7505cd0fc8e0e37c77b87f46bc9c1eb03fe3bc9991085388"}, - {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6878ef48d4227aace338d88c48738a4258213cd7b74fd9a3d4d7582bb1d8a155"}, - {file = "coverage-7.6.1-cp313-cp313-win32.whl", hash = "sha256:44df346d5215a8c0e360307d46ffaabe0f5d3502c8a1cefd700b34baf31d411a"}, - {file = "coverage-7.6.1-cp313-cp313-win_amd64.whl", hash = "sha256:8284cf8c0dd272a247bc154eb6c95548722dce90d098c17a883ed36e67cdb129"}, - {file = "coverage-7.6.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d3296782ca4eab572a1a4eca686d8bfb00226300dcefdf43faa25b5242ab8a3e"}, - {file = "coverage-7.6.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:502753043567491d3ff6d08629270127e0c31d4184c4c8d98f92c26f65019962"}, - {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a89ecca80709d4076b95f89f308544ec8f7b4727e8a547913a35f16717856cb"}, - {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a318d68e92e80af8b00fa99609796fdbcdfef3629c77c6283566c6f02c6d6704"}, - {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13b0a73a0896988f053e4fbb7de6d93388e6dd292b0d87ee51d106f2c11b465b"}, - {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4421712dbfc5562150f7554f13dde997a2e932a6b5f352edcce948a815efee6f"}, - {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:166811d20dfea725e2e4baa71fffd6c968a958577848d2131f39b60043400223"}, - {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:225667980479a17db1048cb2bf8bfb39b8e5be8f164b8f6628b64f78a72cf9d3"}, - {file = "coverage-7.6.1-cp313-cp313t-win32.whl", hash = "sha256:170d444ab405852903b7d04ea9ae9b98f98ab6d7e63e1115e82620807519797f"}, - {file = "coverage-7.6.1-cp313-cp313t-win_amd64.whl", hash = "sha256:b9f222de8cded79c49bf184bdbc06630d4c58eec9459b939b4a690c82ed05657"}, - {file = "coverage-7.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6db04803b6c7291985a761004e9060b2bca08da6d04f26a7f2294b8623a0c1a0"}, - {file = "coverage-7.6.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f1adfc8ac319e1a348af294106bc6a8458a0f1633cc62a1446aebc30c5fa186a"}, - {file = "coverage-7.6.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a95324a9de9650a729239daea117df21f4b9868ce32e63f8b650ebe6cef5595b"}, - {file = "coverage-7.6.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b43c03669dc4618ec25270b06ecd3ee4fa94c7f9b3c14bae6571ca00ef98b0d3"}, - {file = "coverage-7.6.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8929543a7192c13d177b770008bc4e8119f2e1f881d563fc6b6305d2d0ebe9de"}, - {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:a09ece4a69cf399510c8ab25e0950d9cf2b42f7b3cb0374f95d2e2ff594478a6"}, - {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:9054a0754de38d9dbd01a46621636689124d666bad1936d76c0341f7d71bf569"}, - {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:0dbde0f4aa9a16fa4d754356a8f2e36296ff4d83994b2c9d8398aa32f222f989"}, - {file = "coverage-7.6.1-cp38-cp38-win32.whl", hash = "sha256:da511e6ad4f7323ee5702e6633085fb76c2f893aaf8ce4c51a0ba4fc07580ea7"}, - {file = "coverage-7.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:3f1156e3e8f2872197af3840d8ad307a9dd18e615dc64d9ee41696f287c57ad8"}, - {file = "coverage-7.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:abd5fd0db5f4dc9289408aaf34908072f805ff7792632250dcb36dc591d24255"}, - {file = "coverage-7.6.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:547f45fa1a93154bd82050a7f3cddbc1a7a4dd2a9bf5cb7d06f4ae29fe94eaf8"}, - {file = "coverage-7.6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:645786266c8f18a931b65bfcefdbf6952dd0dea98feee39bd188607a9d307ed2"}, - {file = "coverage-7.6.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e0b2df163b8ed01d515807af24f63de04bebcecbd6c3bfeff88385789fdf75a"}, - {file = "coverage-7.6.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:609b06f178fe8e9f89ef676532760ec0b4deea15e9969bf754b37f7c40326dbc"}, - {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:702855feff378050ae4f741045e19a32d57d19f3e0676d589df0575008ea5004"}, - {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bdb062ea438f22d99cba0d7829c2ef0af1d768d1e4a4f528087224c90b132cb"}, - {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:9c56863d44bd1c4fe2abb8a4d6f5371d197f1ac0ebdee542f07f35895fc07f36"}, - {file = "coverage-7.6.1-cp39-cp39-win32.whl", hash = "sha256:6e2cd258d7d927d09493c8df1ce9174ad01b381d4729a9d8d4e38670ca24774c"}, - {file = "coverage-7.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:06a737c882bd26d0d6ee7269b20b12f14a8704807a01056c80bb881a4b2ce6ca"}, - {file = "coverage-7.6.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:e9a6e0eb86070e8ccaedfbd9d38fec54864f3125ab95419970575b42af7541df"}, - {file = "coverage-7.6.1.tar.gz", hash = "sha256:953510dfb7b12ab69d20135a0662397f077c59b1e6379a768e97c59d852ee51d"}, + {file = "coverage-7.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5f8ae553cba74085db385d489c7a792ad66f7f9ba2ee85bfa508aeb84cf0ba07"}, + {file = "coverage-7.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8165b796df0bd42e10527a3f493c592ba494f16ef3c8b531288e3d0d72c1f6f0"}, + {file = "coverage-7.6.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7c8b95bf47db6d19096a5e052ffca0a05f335bc63cef281a6e8fe864d450a72"}, + {file = "coverage-7.6.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ed9281d1b52628e81393f5eaee24a45cbd64965f41857559c2b7ff19385df51"}, + {file = "coverage-7.6.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0809082ee480bb8f7416507538243c8863ac74fd8a5d2485c46f0f7499f2b491"}, + {file = "coverage-7.6.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d541423cdd416b78626b55f123412fcf979d22a2c39fce251b350de38c15c15b"}, + {file = "coverage-7.6.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:58809e238a8a12a625c70450b48e8767cff9eb67c62e6154a642b21ddf79baea"}, + {file = "coverage-7.6.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c9b8e184898ed014884ca84c70562b4a82cbc63b044d366fedc68bc2b2f3394a"}, + {file = "coverage-7.6.4-cp310-cp310-win32.whl", hash = "sha256:6bd818b7ea14bc6e1f06e241e8234508b21edf1b242d49831831a9450e2f35fa"}, + {file = "coverage-7.6.4-cp310-cp310-win_amd64.whl", hash = "sha256:06babbb8f4e74b063dbaeb74ad68dfce9186c595a15f11f5d5683f748fa1d172"}, + {file = "coverage-7.6.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:73d2b73584446e66ee633eaad1a56aad577c077f46c35ca3283cd687b7715b0b"}, + {file = "coverage-7.6.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:51b44306032045b383a7a8a2c13878de375117946d68dcb54308111f39775a25"}, + {file = "coverage-7.6.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b3fb02fe73bed561fa12d279a417b432e5b50fe03e8d663d61b3d5990f29546"}, + {file = "coverage-7.6.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed8fe9189d2beb6edc14d3ad19800626e1d9f2d975e436f84e19efb7fa19469b"}, + {file = "coverage-7.6.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b369ead6527d025a0fe7bd3864e46dbee3aa8f652d48df6174f8d0bac9e26e0e"}, + {file = "coverage-7.6.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ade3ca1e5f0ff46b678b66201f7ff477e8fa11fb537f3b55c3f0568fbfe6e718"}, + {file = "coverage-7.6.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:27fb4a050aaf18772db513091c9c13f6cb94ed40eacdef8dad8411d92d9992db"}, + {file = "coverage-7.6.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4f704f0998911abf728a7783799444fcbbe8261c4a6c166f667937ae6a8aa522"}, + {file = "coverage-7.6.4-cp311-cp311-win32.whl", hash = "sha256:29155cd511ee058e260db648b6182c419422a0d2e9a4fa44501898cf918866cf"}, + {file = "coverage-7.6.4-cp311-cp311-win_amd64.whl", hash = "sha256:8902dd6a30173d4ef09954bfcb24b5d7b5190cf14a43170e386979651e09ba19"}, + {file = "coverage-7.6.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:12394842a3a8affa3ba62b0d4ab7e9e210c5e366fbac3e8b2a68636fb19892c2"}, + {file = "coverage-7.6.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2b6b4c83d8e8ea79f27ab80778c19bc037759aea298da4b56621f4474ffeb117"}, + {file = "coverage-7.6.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1d5b8007f81b88696d06f7df0cb9af0d3b835fe0c8dbf489bad70b45f0e45613"}, + {file = "coverage-7.6.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b57b768feb866f44eeed9f46975f3d6406380275c5ddfe22f531a2bf187eda27"}, + {file = "coverage-7.6.4-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5915fcdec0e54ee229926868e9b08586376cae1f5faa9bbaf8faf3561b393d52"}, + {file = "coverage-7.6.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0b58c672d14f16ed92a48db984612f5ce3836ae7d72cdd161001cc54512571f2"}, + {file = "coverage-7.6.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:2fdef0d83a2d08d69b1f2210a93c416d54e14d9eb398f6ab2f0a209433db19e1"}, + {file = "coverage-7.6.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8cf717ee42012be8c0cb205dbbf18ffa9003c4cbf4ad078db47b95e10748eec5"}, + {file = "coverage-7.6.4-cp312-cp312-win32.whl", hash = "sha256:7bb92c539a624cf86296dd0c68cd5cc286c9eef2d0c3b8b192b604ce9de20a17"}, + {file = "coverage-7.6.4-cp312-cp312-win_amd64.whl", hash = "sha256:1032e178b76a4e2b5b32e19d0fd0abbce4b58e77a1ca695820d10e491fa32b08"}, + {file = "coverage-7.6.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:023bf8ee3ec6d35af9c1c6ccc1d18fa69afa1cb29eaac57cb064dbb262a517f9"}, + {file = "coverage-7.6.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b0ac3d42cb51c4b12df9c5f0dd2f13a4f24f01943627120ec4d293c9181219ba"}, + {file = "coverage-7.6.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f8fe4984b431f8621ca53d9380901f62bfb54ff759a1348cd140490ada7b693c"}, + {file = "coverage-7.6.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5fbd612f8a091954a0c8dd4c0b571b973487277d26476f8480bfa4b2a65b5d06"}, + {file = "coverage-7.6.4-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dacbc52de979f2823a819571f2e3a350a7e36b8cb7484cdb1e289bceaf35305f"}, + {file = "coverage-7.6.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dab4d16dfef34b185032580e2f2f89253d302facba093d5fa9dbe04f569c4f4b"}, + {file = "coverage-7.6.4-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:862264b12ebb65ad8d863d51f17758b1684560b66ab02770d4f0baf2ff75da21"}, + {file = "coverage-7.6.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5beb1ee382ad32afe424097de57134175fea3faf847b9af002cc7895be4e2a5a"}, + {file = "coverage-7.6.4-cp313-cp313-win32.whl", hash = "sha256:bf20494da9653f6410213424f5f8ad0ed885e01f7e8e59811f572bdb20b8972e"}, + {file = "coverage-7.6.4-cp313-cp313-win_amd64.whl", hash = "sha256:182e6cd5c040cec0a1c8d415a87b67ed01193ed9ad458ee427741c7d8513d963"}, + {file = "coverage-7.6.4-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a181e99301a0ae128493a24cfe5cfb5b488c4e0bf2f8702091473d033494d04f"}, + {file = "coverage-7.6.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:df57bdbeffe694e7842092c5e2e0bc80fff7f43379d465f932ef36f027179806"}, + {file = "coverage-7.6.4-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bcd1069e710600e8e4cf27f65c90c7843fa8edfb4520fb0ccb88894cad08b11"}, + {file = "coverage-7.6.4-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:99b41d18e6b2a48ba949418db48159d7a2e81c5cc290fc934b7d2380515bd0e3"}, + {file = "coverage-7.6.4-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6b1e54712ba3474f34b7ef7a41e65bd9037ad47916ccb1cc78769bae324c01a"}, + {file = "coverage-7.6.4-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:53d202fd109416ce011578f321460795abfe10bb901b883cafd9b3ef851bacfc"}, + {file = "coverage-7.6.4-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:c48167910a8f644671de9f2083a23630fbf7a1cb70ce939440cd3328e0919f70"}, + {file = "coverage-7.6.4-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:cc8ff50b50ce532de2fa7a7daae9dd12f0a699bfcd47f20945364e5c31799fef"}, + {file = "coverage-7.6.4-cp313-cp313t-win32.whl", hash = "sha256:b8d3a03d9bfcaf5b0141d07a88456bb6a4c3ce55c080712fec8418ef3610230e"}, + {file = "coverage-7.6.4-cp313-cp313t-win_amd64.whl", hash = "sha256:f3ddf056d3ebcf6ce47bdaf56142af51bb7fad09e4af310241e9db7a3a8022e1"}, + {file = "coverage-7.6.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9cb7fa111d21a6b55cbf633039f7bc2749e74932e3aa7cb7333f675a58a58bf3"}, + {file = "coverage-7.6.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:11a223a14e91a4693d2d0755c7a043db43d96a7450b4f356d506c2562c48642c"}, + {file = "coverage-7.6.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a413a096c4cbac202433c850ee43fa326d2e871b24554da8327b01632673a076"}, + {file = "coverage-7.6.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00a1d69c112ff5149cabe60d2e2ee948752c975d95f1e1096742e6077affd376"}, + {file = "coverage-7.6.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f76846299ba5c54d12c91d776d9605ae33f8ae2b9d1d3c3703cf2db1a67f2c0"}, + {file = "coverage-7.6.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fe439416eb6380de434886b00c859304338f8b19f6f54811984f3420a2e03858"}, + {file = "coverage-7.6.4-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:0294ca37f1ba500667b1aef631e48d875ced93ad5e06fa665a3295bdd1d95111"}, + {file = "coverage-7.6.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:6f01ba56b1c0e9d149f9ac85a2f999724895229eb36bd997b61e62999e9b0901"}, + {file = "coverage-7.6.4-cp39-cp39-win32.whl", hash = "sha256:bc66f0bf1d7730a17430a50163bb264ba9ded56739112368ba985ddaa9c3bd09"}, + {file = "coverage-7.6.4-cp39-cp39-win_amd64.whl", hash = "sha256:c481b47f6b5845064c65a7bc78bc0860e635a9b055af0df46fdf1c58cebf8e8f"}, + {file = "coverage-7.6.4-pp39.pp310-none-any.whl", hash = "sha256:3c65d37f3a9ebb703e710befdc489a38683a5b152242664b973a7b7b22348a4e"}, + {file = "coverage-7.6.4.tar.gz", hash = "sha256:29fc0f17b1d3fea332f8001d4558f8214af7f1d87a345f3a133c901d60347c73"}, ] [package.dependencies] @@ -493,18 +498,19 @@ requests = "*" [[package]] name = "drsclient" -version = "0.2.3" +version = "0.3.0" description = "GA4GH DRS Client" optional = false -python-versions = ">=3.9,<4.0" +python-versions = "<4.0,>=3.9" files = [ - {file = "drsclient-0.2.3.tar.gz", hash = "sha256:679061eacfb04f7fdccf709924f03b907af024481eb4c9ff123d87080cf4f344"}, + {file = "drsclient-0.3.0-py3-none-any.whl", hash = "sha256:076d0c68afdfb229472e4de2867b7b773f279e968f1d6e45391d01c5fb6d28f1"}, + {file = "drsclient-0.3.0.tar.gz", hash = "sha256:bf1e53ad1e651cfd206f33bf1455eb12c505970ed81dea02c32c9e40a26d83a0"}, ] [package.dependencies] asyncio = ">=3.4.3,<4.0.0" backoff = ">=1.10.0,<2.0.0" -httpx = ">=0.23.0,<0.24.0" +httpx = ">=0.27.0,<0.28.0" requests = ">=2.23.0,<3.0.0" [[package]] @@ -569,99 +575,114 @@ zstandard = ["zstandard"] [[package]] name = "frozenlist" -version = "1.4.1" +version = "1.5.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" files = [ - {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f9aa1878d1083b276b0196f2dfbe00c9b7e752475ed3b682025ff20c1c1f51ac"}, - {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29acab3f66f0f24674b7dc4736477bcd4bc3ad4b896f5f45379a67bce8b96868"}, - {file = "frozenlist-1.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74fb4bee6880b529a0c6560885fce4dc95936920f9f20f53d99a213f7bf66776"}, - {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:590344787a90ae57d62511dd7c736ed56b428f04cd8c161fcc5e7232c130c69a"}, - {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:068b63f23b17df8569b7fdca5517edef76171cf3897eb68beb01341131fbd2ad"}, - {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c849d495bf5154cd8da18a9eb15db127d4dba2968d88831aff6f0331ea9bd4c"}, - {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9750cc7fe1ae3b1611bb8cfc3f9ec11d532244235d75901fb6b8e42ce9229dfe"}, - {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9b2de4cf0cdd5bd2dee4c4f63a653c61d2408055ab77b151c1957f221cabf2a"}, - {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0633c8d5337cb5c77acbccc6357ac49a1770b8c487e5b3505c57b949b4b82e98"}, - {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:27657df69e8801be6c3638054e202a135c7f299267f1a55ed3a598934f6c0d75"}, - {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:f9a3ea26252bd92f570600098783d1371354d89d5f6b7dfd87359d669f2109b5"}, - {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:4f57dab5fe3407b6c0c1cc907ac98e8a189f9e418f3b6e54d65a718aaafe3950"}, - {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e02a0e11cf6597299b9f3bbd3f93d79217cb90cfd1411aec33848b13f5c656cc"}, - {file = "frozenlist-1.4.1-cp310-cp310-win32.whl", hash = "sha256:a828c57f00f729620a442881cc60e57cfcec6842ba38e1b19fd3e47ac0ff8dc1"}, - {file = "frozenlist-1.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:f56e2333dda1fe0f909e7cc59f021eba0d2307bc6f012a1ccf2beca6ba362439"}, - {file = "frozenlist-1.4.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a0cb6f11204443f27a1628b0e460f37fb30f624be6051d490fa7d7e26d4af3d0"}, - {file = "frozenlist-1.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b46c8ae3a8f1f41a0d2ef350c0b6e65822d80772fe46b653ab6b6274f61d4a49"}, - {file = "frozenlist-1.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fde5bd59ab5357e3853313127f4d3565fc7dad314a74d7b5d43c22c6a5ed2ced"}, - {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:722e1124aec435320ae01ee3ac7bec11a5d47f25d0ed6328f2273d287bc3abb0"}, - {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2471c201b70d58a0f0c1f91261542a03d9a5e088ed3dc6c160d614c01649c106"}, - {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c757a9dd70d72b076d6f68efdbb9bc943665ae954dad2801b874c8c69e185068"}, - {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f146e0911cb2f1da549fc58fc7bcd2b836a44b79ef871980d605ec392ff6b0d2"}, - {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f9c515e7914626b2a2e1e311794b4c35720a0be87af52b79ff8e1429fc25f19"}, - {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c302220494f5c1ebeb0912ea782bcd5e2f8308037b3c7553fad0e48ebad6ad82"}, - {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:442acde1e068288a4ba7acfe05f5f343e19fac87bfc96d89eb886b0363e977ec"}, - {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:1b280e6507ea8a4fa0c0a7150b4e526a8d113989e28eaaef946cc77ffd7efc0a"}, - {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:fe1a06da377e3a1062ae5fe0926e12b84eceb8a50b350ddca72dc85015873f74"}, - {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:db9e724bebd621d9beca794f2a4ff1d26eed5965b004a97f1f1685a173b869c2"}, - {file = "frozenlist-1.4.1-cp311-cp311-win32.whl", hash = "sha256:e774d53b1a477a67838a904131c4b0eef6b3d8a651f8b138b04f748fccfefe17"}, - {file = "frozenlist-1.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:fb3c2db03683b5767dedb5769b8a40ebb47d6f7f45b1b3e3b4b51ec8ad9d9825"}, - {file = "frozenlist-1.4.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:1979bc0aeb89b33b588c51c54ab0161791149f2461ea7c7c946d95d5f93b56ae"}, - {file = "frozenlist-1.4.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:cc7b01b3754ea68a62bd77ce6020afaffb44a590c2289089289363472d13aedb"}, - {file = "frozenlist-1.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c9c92be9fd329ac801cc420e08452b70e7aeab94ea4233a4804f0915c14eba9b"}, - {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c3894db91f5a489fc8fa6a9991820f368f0b3cbdb9cd8849547ccfab3392d86"}, - {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ba60bb19387e13597fb059f32cd4d59445d7b18b69a745b8f8e5db0346f33480"}, - {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8aefbba5f69d42246543407ed2461db31006b0f76c4e32dfd6f42215a2c41d09"}, - {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:780d3a35680ced9ce682fbcf4cb9c2bad3136eeff760ab33707b71db84664e3a"}, - {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9acbb16f06fe7f52f441bb6f413ebae6c37baa6ef9edd49cdd567216da8600cd"}, - {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:23b701e65c7b36e4bf15546a89279bd4d8675faabc287d06bbcfac7d3c33e1e6"}, - {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:3e0153a805a98f5ada7e09826255ba99fb4f7524bb81bf6b47fb702666484ae1"}, - {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:dd9b1baec094d91bf36ec729445f7769d0d0cf6b64d04d86e45baf89e2b9059b"}, - {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:1a4471094e146b6790f61b98616ab8e44f72661879cc63fa1049d13ef711e71e"}, - {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5667ed53d68d91920defdf4035d1cdaa3c3121dc0b113255124bcfada1cfa1b8"}, - {file = "frozenlist-1.4.1-cp312-cp312-win32.whl", hash = "sha256:beee944ae828747fd7cb216a70f120767fc9f4f00bacae8543c14a6831673f89"}, - {file = "frozenlist-1.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:64536573d0a2cb6e625cf309984e2d873979709f2cf22839bf2d61790b448ad5"}, - {file = "frozenlist-1.4.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:20b51fa3f588ff2fe658663db52a41a4f7aa6c04f6201449c6c7c476bd255c0d"}, - {file = "frozenlist-1.4.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:410478a0c562d1a5bcc2f7ea448359fcb050ed48b3c6f6f4f18c313a9bdb1826"}, - {file = "frozenlist-1.4.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c6321c9efe29975232da3bd0af0ad216800a47e93d763ce64f291917a381b8eb"}, - {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48f6a4533887e189dae092f1cf981f2e3885175f7a0f33c91fb5b7b682b6bab6"}, - {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6eb73fa5426ea69ee0e012fb59cdc76a15b1283d6e32e4f8dc4482ec67d1194d"}, - {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fbeb989b5cc29e8daf7f976b421c220f1b8c731cbf22b9130d8815418ea45887"}, - {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:32453c1de775c889eb4e22f1197fe3bdfe457d16476ea407472b9442e6295f7a"}, - {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:693945278a31f2086d9bf3df0fe8254bbeaef1fe71e1351c3bd730aa7d31c41b"}, - {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:1d0ce09d36d53bbbe566fe296965b23b961764c0bcf3ce2fa45f463745c04701"}, - {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:3a670dc61eb0d0eb7080890c13de3066790f9049b47b0de04007090807c776b0"}, - {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:dca69045298ce5c11fd539682cff879cc1e664c245d1c64da929813e54241d11"}, - {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a06339f38e9ed3a64e4c4e43aec7f59084033647f908e4259d279a52d3757d09"}, - {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b7f2f9f912dca3934c1baec2e4585a674ef16fe00218d833856408c48d5beee7"}, - {file = "frozenlist-1.4.1-cp38-cp38-win32.whl", hash = "sha256:e7004be74cbb7d9f34553a5ce5fb08be14fb33bc86f332fb71cbe5216362a497"}, - {file = "frozenlist-1.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:5a7d70357e7cee13f470c7883a063aae5fe209a493c57d86eb7f5a6f910fae09"}, - {file = "frozenlist-1.4.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:bfa4a17e17ce9abf47a74ae02f32d014c5e9404b6d9ac7f729e01562bbee601e"}, - {file = "frozenlist-1.4.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b7e3ed87d4138356775346e6845cccbe66cd9e207f3cd11d2f0b9fd13681359d"}, - {file = "frozenlist-1.4.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c99169d4ff810155ca50b4da3b075cbde79752443117d89429595c2e8e37fed8"}, - {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:edb678da49d9f72c9f6c609fbe41a5dfb9a9282f9e6a2253d5a91e0fc382d7c0"}, - {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6db4667b187a6742b33afbbaf05a7bc551ffcf1ced0000a571aedbb4aa42fc7b"}, - {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:55fdc093b5a3cb41d420884cdaf37a1e74c3c37a31f46e66286d9145d2063bd0"}, - {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:82e8211d69a4f4bc360ea22cd6555f8e61a1bd211d1d5d39d3d228b48c83a897"}, - {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89aa2c2eeb20957be2d950b85974b30a01a762f3308cd02bb15e1ad632e22dc7"}, - {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9d3e0c25a2350080e9319724dede4f31f43a6c9779be48021a7f4ebde8b2d742"}, - {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7268252af60904bf52c26173cbadc3a071cece75f873705419c8681f24d3edea"}, - {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:0c250a29735d4f15321007fb02865f0e6b6a41a6b88f1f523ca1596ab5f50bd5"}, - {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:96ec70beabbd3b10e8bfe52616a13561e58fe84c0101dd031dc78f250d5128b9"}, - {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:23b2d7679b73fe0e5a4560b672a39f98dfc6f60df63823b0a9970525325b95f6"}, - {file = "frozenlist-1.4.1-cp39-cp39-win32.whl", hash = "sha256:a7496bfe1da7fb1a4e1cc23bb67c58fab69311cc7d32b5a99c2007b4b2a0e932"}, - {file = "frozenlist-1.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:e6a20a581f9ce92d389a8c7d7c3dd47c81fd5d6e655c8dddf341e14aa48659d0"}, - {file = "frozenlist-1.4.1-py3-none-any.whl", hash = "sha256:04ced3e6a46b4cfffe20f9ae482818e34eba9b5fb0ce4056e4cc9b6e212d09b7"}, - {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"}, + {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"}, + {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"}, + {file = "frozenlist-1.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:15538c0cbf0e4fa11d1e3a71f823524b0c46299aed6e10ebb4c2089abd8c3bec"}, + {file = "frozenlist-1.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e79225373c317ff1e35f210dd5f1344ff31066ba8067c307ab60254cd3a78ad5"}, + {file = "frozenlist-1.5.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9272fa73ca71266702c4c3e2d4a28553ea03418e591e377a03b8e3659d94fa76"}, + {file = "frozenlist-1.5.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:498524025a5b8ba81695761d78c8dd7382ac0b052f34e66939c42df860b8ff17"}, + {file = "frozenlist-1.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:92b5278ed9d50fe610185ecd23c55d8b307d75ca18e94c0e7de328089ac5dcba"}, + {file = "frozenlist-1.5.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f3c8c1dacd037df16e85227bac13cca58c30da836c6f936ba1df0c05d046d8d"}, + {file = "frozenlist-1.5.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f2ac49a9bedb996086057b75bf93538240538c6d9b38e57c82d51f75a73409d2"}, + {file = "frozenlist-1.5.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e66cc454f97053b79c2ab09c17fbe3c825ea6b4de20baf1be28919460dd7877f"}, + {file = "frozenlist-1.5.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:5a3ba5f9a0dfed20337d3e966dc359784c9f96503674c2faf015f7fe8e96798c"}, + {file = "frozenlist-1.5.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:6321899477db90bdeb9299ac3627a6a53c7399c8cd58d25da094007402b039ab"}, + {file = "frozenlist-1.5.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:76e4753701248476e6286f2ef492af900ea67d9706a0155335a40ea21bf3b2f5"}, + {file = "frozenlist-1.5.0-cp310-cp310-win32.whl", hash = "sha256:977701c081c0241d0955c9586ffdd9ce44f7a7795df39b9151cd9a6fd0ce4cfb"}, + {file = "frozenlist-1.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:189f03b53e64144f90990d29a27ec4f7997d91ed3d01b51fa39d2dbe77540fd4"}, + {file = "frozenlist-1.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:fd74520371c3c4175142d02a976aee0b4cb4a7cc912a60586ffd8d5929979b30"}, + {file = "frozenlist-1.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2f3f7a0fbc219fb4455264cae4d9f01ad41ae6ee8524500f381de64ffaa077d5"}, + {file = "frozenlist-1.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f47c9c9028f55a04ac254346e92977bf0f166c483c74b4232bee19a6697e4778"}, + {file = "frozenlist-1.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0996c66760924da6e88922756d99b47512a71cfd45215f3570bf1e0b694c206a"}, + {file = "frozenlist-1.5.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a2fe128eb4edeabe11896cb6af88fca5346059f6c8d807e3b910069f39157869"}, + {file = "frozenlist-1.5.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1a8ea951bbb6cacd492e3948b8da8c502a3f814f5d20935aae74b5df2b19cf3d"}, + {file = "frozenlist-1.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:de537c11e4aa01d37db0d403b57bd6f0546e71a82347a97c6a9f0dcc532b3a45"}, + {file = "frozenlist-1.5.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c2623347b933fcb9095841f1cc5d4ff0b278addd743e0e966cb3d460278840d"}, + {file = "frozenlist-1.5.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cee6798eaf8b1416ef6909b06f7dc04b60755206bddc599f52232606e18179d3"}, + {file = "frozenlist-1.5.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f5f9da7f5dbc00a604fe74aa02ae7c98bcede8a3b8b9666f9f86fc13993bc71a"}, + {file = "frozenlist-1.5.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:90646abbc7a5d5c7c19461d2e3eeb76eb0b204919e6ece342feb6032c9325ae9"}, + {file = "frozenlist-1.5.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:bdac3c7d9b705d253b2ce370fde941836a5f8b3c5c2b8fd70940a3ea3af7f4f2"}, + {file = "frozenlist-1.5.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03d33c2ddbc1816237a67f66336616416e2bbb6beb306e5f890f2eb22b959cdf"}, + {file = "frozenlist-1.5.0-cp311-cp311-win32.whl", hash = "sha256:237f6b23ee0f44066219dae14c70ae38a63f0440ce6750f868ee08775073f942"}, + {file = "frozenlist-1.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:0cc974cc93d32c42e7b0f6cf242a6bd941c57c61b618e78b6c0a96cb72788c1d"}, + {file = "frozenlist-1.5.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:31115ba75889723431aa9a4e77d5f398f5cf976eea3bdf61749731f62d4a4a21"}, + {file = "frozenlist-1.5.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7437601c4d89d070eac8323f121fcf25f88674627505334654fd027b091db09d"}, + {file = "frozenlist-1.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7948140d9f8ece1745be806f2bfdf390127cf1a763b925c4a805c603df5e697e"}, + {file = "frozenlist-1.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:feeb64bc9bcc6b45c6311c9e9b99406660a9c05ca8a5b30d14a78555088b0b3a"}, + {file = "frozenlist-1.5.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:683173d371daad49cffb8309779e886e59c2f369430ad28fe715f66d08d4ab1a"}, + {file = "frozenlist-1.5.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7d57d8f702221405a9d9b40f9da8ac2e4a1a8b5285aac6100f3393675f0a85ee"}, + {file = "frozenlist-1.5.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:30c72000fbcc35b129cb09956836c7d7abf78ab5416595e4857d1cae8d6251a6"}, + {file = "frozenlist-1.5.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:000a77d6034fbad9b6bb880f7ec073027908f1b40254b5d6f26210d2dab1240e"}, + {file = "frozenlist-1.5.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5d7f5a50342475962eb18b740f3beecc685a15b52c91f7d975257e13e029eca9"}, + {file = "frozenlist-1.5.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:87f724d055eb4785d9be84e9ebf0f24e392ddfad00b3fe036e43f489fafc9039"}, + {file = "frozenlist-1.5.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:6e9080bb2fb195a046e5177f10d9d82b8a204c0736a97a153c2466127de87784"}, + {file = "frozenlist-1.5.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9b93d7aaa36c966fa42efcaf716e6b3900438632a626fb09c049f6a2f09fc631"}, + {file = "frozenlist-1.5.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:52ef692a4bc60a6dd57f507429636c2af8b6046db8b31b18dac02cbc8f507f7f"}, + {file = "frozenlist-1.5.0-cp312-cp312-win32.whl", hash = "sha256:29d94c256679247b33a3dc96cce0f93cbc69c23bf75ff715919332fdbb6a32b8"}, + {file = "frozenlist-1.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:8969190d709e7c48ea386db202d708eb94bdb29207a1f269bab1196ce0dcca1f"}, + {file = "frozenlist-1.5.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7a1a048f9215c90973402e26c01d1cff8a209e1f1b53f72b95c13db61b00f953"}, + {file = "frozenlist-1.5.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:dd47a5181ce5fcb463b5d9e17ecfdb02b678cca31280639255ce9d0e5aa67af0"}, + {file = "frozenlist-1.5.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1431d60b36d15cda188ea222033eec8e0eab488f39a272461f2e6d9e1a8e63c2"}, + {file = "frozenlist-1.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6482a5851f5d72767fbd0e507e80737f9c8646ae7fd303def99bfe813f76cf7f"}, + {file = "frozenlist-1.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:44c49271a937625619e862baacbd037a7ef86dd1ee215afc298a417ff3270608"}, + {file = "frozenlist-1.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:12f78f98c2f1c2429d42e6a485f433722b0061d5c0b0139efa64f396efb5886b"}, + {file = "frozenlist-1.5.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce3aa154c452d2467487765e3adc730a8c153af77ad84096bc19ce19a2400840"}, + {file = "frozenlist-1.5.0-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9b7dc0c4338e6b8b091e8faf0db3168a37101943e687f373dce00959583f7439"}, + {file = "frozenlist-1.5.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:45e0896250900b5aa25180f9aec243e84e92ac84bd4a74d9ad4138ef3f5c97de"}, + {file = "frozenlist-1.5.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:561eb1c9579d495fddb6da8959fd2a1fca2c6d060d4113f5844b433fc02f2641"}, + {file = "frozenlist-1.5.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:df6e2f325bfee1f49f81aaac97d2aa757c7646534a06f8f577ce184afe2f0a9e"}, + {file = "frozenlist-1.5.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:140228863501b44b809fb39ec56b5d4071f4d0aa6d216c19cbb08b8c5a7eadb9"}, + {file = "frozenlist-1.5.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7707a25d6a77f5d27ea7dc7d1fc608aa0a478193823f88511ef5e6b8a48f9d03"}, + {file = "frozenlist-1.5.0-cp313-cp313-win32.whl", hash = "sha256:31a9ac2b38ab9b5a8933b693db4939764ad3f299fcaa931a3e605bc3460e693c"}, + {file = "frozenlist-1.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:11aabdd62b8b9c4b84081a3c246506d1cddd2dd93ff0ad53ede5defec7886b28"}, + {file = "frozenlist-1.5.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:dd94994fc91a6177bfaafd7d9fd951bc8689b0a98168aa26b5f543868548d3ca"}, + {file = "frozenlist-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2d0da8bbec082bf6bf18345b180958775363588678f64998c2b7609e34719b10"}, + {file = "frozenlist-1.5.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:73f2e31ea8dd7df61a359b731716018c2be196e5bb3b74ddba107f694fbd7604"}, + {file = "frozenlist-1.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:828afae9f17e6de596825cf4228ff28fbdf6065974e5ac1410cecc22f699d2b3"}, + {file = "frozenlist-1.5.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f1577515d35ed5649d52ab4319db757bb881ce3b2b796d7283e6634d99ace307"}, + {file = "frozenlist-1.5.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2150cc6305a2c2ab33299453e2968611dacb970d2283a14955923062c8d00b10"}, + {file = "frozenlist-1.5.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a72b7a6e3cd2725eff67cd64c8f13335ee18fc3c7befc05aed043d24c7b9ccb9"}, + {file = "frozenlist-1.5.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c16d2fa63e0800723139137d667e1056bee1a1cf7965153d2d104b62855e9b99"}, + {file = "frozenlist-1.5.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:17dcc32fc7bda7ce5875435003220a457bcfa34ab7924a49a1c19f55b6ee185c"}, + {file = "frozenlist-1.5.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:97160e245ea33d8609cd2b8fd997c850b56db147a304a262abc2b3be021a9171"}, + {file = "frozenlist-1.5.0-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:f1e6540b7fa044eee0bb5111ada694cf3dc15f2b0347ca125ee9ca984d5e9e6e"}, + {file = "frozenlist-1.5.0-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:91d6c171862df0a6c61479d9724f22efb6109111017c87567cfeb7b5d1449fdf"}, + {file = "frozenlist-1.5.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c1fac3e2ace2eb1052e9f7c7db480818371134410e1f5c55d65e8f3ac6d1407e"}, + {file = "frozenlist-1.5.0-cp38-cp38-win32.whl", hash = "sha256:b97f7b575ab4a8af9b7bc1d2ef7f29d3afee2226bd03ca3875c16451ad5a7723"}, + {file = "frozenlist-1.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:374ca2dabdccad8e2a76d40b1d037f5bd16824933bf7bcea3e59c891fd4a0923"}, + {file = "frozenlist-1.5.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:9bbcdfaf4af7ce002694a4e10a0159d5a8d20056a12b05b45cea944a4953f972"}, + {file = "frozenlist-1.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1893f948bf6681733aaccf36c5232c231e3b5166d607c5fa77773611df6dc336"}, + {file = "frozenlist-1.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2b5e23253bb709ef57a8e95e6ae48daa9ac5f265637529e4ce6b003a37b2621f"}, + {file = "frozenlist-1.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0f253985bb515ecd89629db13cb58d702035ecd8cfbca7d7a7e29a0e6d39af5f"}, + {file = "frozenlist-1.5.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:04a5c6babd5e8fb7d3c871dc8b321166b80e41b637c31a995ed844a6139942b6"}, + {file = "frozenlist-1.5.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9fe0f1c29ba24ba6ff6abf688cb0b7cf1efab6b6aa6adc55441773c252f7411"}, + {file = "frozenlist-1.5.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:226d72559fa19babe2ccd920273e767c96a49b9d3d38badd7c91a0fdeda8ea08"}, + {file = "frozenlist-1.5.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15b731db116ab3aedec558573c1a5eec78822b32292fe4f2f0345b7f697745c2"}, + {file = "frozenlist-1.5.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:366d8f93e3edfe5a918c874702f78faac300209a4d5bf38352b2c1bdc07a766d"}, + {file = "frozenlist-1.5.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:1b96af8c582b94d381a1c1f51ffaedeb77c821c690ea5f01da3d70a487dd0a9b"}, + {file = "frozenlist-1.5.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:c03eff4a41bd4e38415cbed054bbaff4a075b093e2394b6915dca34a40d1e38b"}, + {file = "frozenlist-1.5.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:50cf5e7ee9b98f22bdecbabf3800ae78ddcc26e4a435515fc72d97903e8488e0"}, + {file = "frozenlist-1.5.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1e76bfbc72353269c44e0bc2cfe171900fbf7f722ad74c9a7b638052afe6a00c"}, + {file = "frozenlist-1.5.0-cp39-cp39-win32.whl", hash = "sha256:666534d15ba8f0fda3f53969117383d5dc021266b3c1a42c9ec4855e4b58b9d3"}, + {file = "frozenlist-1.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:5c28f4b5dbef8a0d8aad0d4de24d1e9e981728628afaf4ea0792f5d0939372f0"}, + {file = "frozenlist-1.5.0-py3-none-any.whl", hash = "sha256:d994863bba198a4a518b467bb971c56e1db3f180a25c6cf7bb1949c267f748c3"}, + {file = "frozenlist-1.5.0.tar.gz", hash = "sha256:81d5af29e61b9c8348e876d442253723928dce6433e0e76cd925cd83f1b4b817"}, ] [[package]] name = "gen3" -version = "4.25.3" +version = "4.25.4" description = "Gen3 CLI and Python SDK" optional = false python-versions = "<4,>=3.9" files = [ - {file = "gen3-4.25.3-py3-none-any.whl", hash = "sha256:ad12618c967fbeb92d2fb2a02840f1057085f44e370f0af421ecdfe3857d733e"}, - {file = "gen3-4.25.3.tar.gz", hash = "sha256:375134949e38b0dbd711e55b06f1fa96fac492d7f4606ba130bfdd97ffdd52dd"}, + {file = "gen3-4.25.4-py3-none-any.whl", hash = "sha256:8fb12ce2bb77d4f9e332ec40cae6c64622a9a4bf9b73084c944eb8c094ea1726"}, + {file = "gen3-4.25.4.tar.gz", hash = "sha256:24db0ef514a9e4ce7a2c5051033052090c3256a199acb78d2eb8cb602328fe64"}, ] [package.dependencies] @@ -671,14 +692,14 @@ backoff = "*" cdislogging = ">=1.1.0,<2.0.0" click = "*" dataclasses-json = "<=0.5.9" -drsclient = ">=0.2.3,<0.3.0" +drsclient = ">=0.3.0" gen3users = "*" httpx = "*" humanfriendly = "*" indexclient = ">=2.3.0,<3.0.0" jsonschema = "*" pandas = ">=1.4.2" -pypfb = ">=0.5.29,<0.6.0" +pypfb = ">=0.5.30" python-dateutil = "*" pyyaml = ">=6.0.1" requests = "*" @@ -734,47 +755,49 @@ files = [ [[package]] name = "httpcore" -version = "0.16.3" +version = "1.0.6" description = "A minimal low-level HTTP client." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "httpcore-0.16.3-py3-none-any.whl", hash = "sha256:da1fb708784a938aa084bde4feb8317056c55037247c787bd7e19eb2c2949dc0"}, - {file = "httpcore-0.16.3.tar.gz", hash = "sha256:c5d6f04e2fc530f39e0c077e6a30caa53f1451096120f1f38b954afd0b17c0cb"}, + {file = "httpcore-1.0.6-py3-none-any.whl", hash = "sha256:27b59625743b85577a8c0e10e55b50b5368a4f2cfe8cc7bcfa9cf00829c2682f"}, + {file = "httpcore-1.0.6.tar.gz", hash = "sha256:73f6dbd6eb8c21bbf7ef8efad555481853f5f6acdeaff1edb0694289269ee17f"}, ] [package.dependencies] -anyio = ">=3.0,<5.0" certifi = "*" h11 = ">=0.13,<0.15" -sniffio = "==1.*" [package.extras] +asyncio = ["anyio (>=4.0,<5.0)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] +trio = ["trio (>=0.22.0,<1.0)"] [[package]] name = "httpx" -version = "0.23.3" +version = "0.27.2" description = "The next generation HTTP client." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "httpx-0.23.3-py3-none-any.whl", hash = "sha256:a211fcce9b1254ea24f0cd6af9869b3d29aba40154e947d2a07bb499b3e310d6"}, - {file = "httpx-0.23.3.tar.gz", hash = "sha256:9818458eb565bb54898ccb9b8b251a28785dd4a55afbc23d0eb410754fe7d0f9"}, + {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, + {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, ] [package.dependencies] +anyio = "*" certifi = "*" -httpcore = ">=0.15.0,<0.17.0" -rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]} +httpcore = "==1.*" +idna = "*" sniffio = "*" [package.extras] brotli = ["brotli", "brotlicffi"] -cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<13)"] +cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] +zstd = ["zstandard (>=0.18.0)"] [[package]] name = "humanfriendly" @@ -874,13 +897,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- [[package]] name = "jsonschema-specifications" -version = "2023.12.1" +version = "2024.10.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"}, - {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"}, + {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"}, + {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"}, ] [package.dependencies] @@ -888,22 +911,22 @@ referencing = ">=0.31.0" [[package]] name = "marshmallow" -version = "3.22.0" +version = "3.23.1" description = "A lightweight library for converting complex datatypes to and from native Python datatypes." optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "marshmallow-3.22.0-py3-none-any.whl", hash = "sha256:71a2dce49ef901c3f97ed296ae5051135fd3febd2bf43afe0ae9a82143a494d9"}, - {file = "marshmallow-3.22.0.tar.gz", hash = "sha256:4972f529104a220bb8637d595aa4c9762afbe7f7a77d82dc58c1615d70c5823e"}, + {file = "marshmallow-3.23.1-py3-none-any.whl", hash = "sha256:fece2eb2c941180ea1b7fcbd4a83c51bfdd50093fdd3ad2585ee5e1df2508491"}, + {file = "marshmallow-3.23.1.tar.gz", hash = "sha256:3a8dfda6edd8dcdbf216c0ede1d1e78d230a6dc9c5a088f58c4083b974a0d468"}, ] [package.dependencies] packaging = ">=17.0" [package.extras] -dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"] -docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"] -tests = ["pytest", "pytz", "simplejson"] +dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"] +docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"] +tests = ["pytest", "simplejson"] [[package]] name = "marshmallow-enum" @@ -1090,64 +1113,66 @@ files = [ [[package]] name = "numpy" -version = "2.1.2" +version = "2.1.3" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.10" files = [ - {file = "numpy-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:30d53720b726ec36a7f88dc873f0eec8447fbc93d93a8f079dfac2629598d6ee"}, - {file = "numpy-2.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e8d3ca0a72dd8846eb6f7dfe8f19088060fcb76931ed592d29128e0219652884"}, - {file = "numpy-2.1.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:fc44e3c68ff00fd991b59092a54350e6e4911152682b4782f68070985aa9e648"}, - {file = "numpy-2.1.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:7c1c60328bd964b53f8b835df69ae8198659e2b9302ff9ebb7de4e5a5994db3d"}, - {file = "numpy-2.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6cdb606a7478f9ad91c6283e238544451e3a95f30fb5467fbf715964341a8a86"}, - {file = "numpy-2.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d666cb72687559689e9906197e3bec7b736764df6a2e58ee265e360663e9baf7"}, - {file = "numpy-2.1.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c6eef7a2dbd0abfb0d9eaf78b73017dbfd0b54051102ff4e6a7b2980d5ac1a03"}, - {file = "numpy-2.1.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:12edb90831ff481f7ef5f6bc6431a9d74dc0e5ff401559a71e5e4611d4f2d466"}, - {file = "numpy-2.1.2-cp310-cp310-win32.whl", hash = "sha256:a65acfdb9c6ebb8368490dbafe83c03c7e277b37e6857f0caeadbbc56e12f4fb"}, - {file = "numpy-2.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:860ec6e63e2c5c2ee5e9121808145c7bf86c96cca9ad396c0bd3e0f2798ccbe2"}, - {file = "numpy-2.1.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b42a1a511c81cc78cbc4539675713bbcf9d9c3913386243ceff0e9429ca892fe"}, - {file = "numpy-2.1.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:faa88bc527d0f097abdc2c663cddf37c05a1c2f113716601555249805cf573f1"}, - {file = "numpy-2.1.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:c82af4b2ddd2ee72d1fc0c6695048d457e00b3582ccde72d8a1c991b808bb20f"}, - {file = "numpy-2.1.2-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:13602b3174432a35b16c4cfb5de9a12d229727c3dd47a6ce35111f2ebdf66ff4"}, - {file = "numpy-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ebec5fd716c5a5b3d8dfcc439be82a8407b7b24b230d0ad28a81b61c2f4659a"}, - {file = "numpy-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2b49c3c0804e8ecb05d59af8386ec2f74877f7ca8fd9c1e00be2672e4d399b1"}, - {file = "numpy-2.1.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:2cbba4b30bf31ddbe97f1c7205ef976909a93a66bb1583e983adbd155ba72ac2"}, - {file = "numpy-2.1.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8e00ea6fc82e8a804433d3e9cedaa1051a1422cb6e443011590c14d2dea59146"}, - {file = "numpy-2.1.2-cp311-cp311-win32.whl", hash = "sha256:5006b13a06e0b38d561fab5ccc37581f23c9511879be7693bd33c7cd15ca227c"}, - {file = "numpy-2.1.2-cp311-cp311-win_amd64.whl", hash = "sha256:f1eb068ead09f4994dec71c24b2844f1e4e4e013b9629f812f292f04bd1510d9"}, - {file = "numpy-2.1.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d7bf0a4f9f15b32b5ba53147369e94296f5fffb783db5aacc1be15b4bf72f43b"}, - {file = "numpy-2.1.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b1d0fcae4f0949f215d4632be684a539859b295e2d0cb14f78ec231915d644db"}, - {file = "numpy-2.1.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f751ed0a2f250541e19dfca9f1eafa31a392c71c832b6bb9e113b10d050cb0f1"}, - {file = "numpy-2.1.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:bd33f82e95ba7ad632bc57837ee99dba3d7e006536200c4e9124089e1bf42426"}, - {file = "numpy-2.1.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b8cde4f11f0a975d1fd59373b32e2f5a562ade7cde4f85b7137f3de8fbb29a0"}, - {file = "numpy-2.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d95f286b8244b3649b477ac066c6906fbb2905f8ac19b170e2175d3d799f4df"}, - {file = "numpy-2.1.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ab4754d432e3ac42d33a269c8567413bdb541689b02d93788af4131018cbf366"}, - {file = "numpy-2.1.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e585c8ae871fd38ac50598f4763d73ec5497b0de9a0ab4ef5b69f01c6a046142"}, - {file = "numpy-2.1.2-cp312-cp312-win32.whl", hash = "sha256:9c6c754df29ce6a89ed23afb25550d1c2d5fdb9901d9c67a16e0b16eaf7e2550"}, - {file = "numpy-2.1.2-cp312-cp312-win_amd64.whl", hash = "sha256:456e3b11cb79ac9946c822a56346ec80275eaf2950314b249b512896c0d2505e"}, - {file = "numpy-2.1.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a84498e0d0a1174f2b3ed769b67b656aa5460c92c9554039e11f20a05650f00d"}, - {file = "numpy-2.1.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4d6ec0d4222e8ffdab1744da2560f07856421b367928026fb540e1945f2eeeaf"}, - {file = "numpy-2.1.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:259ec80d54999cc34cd1eb8ded513cb053c3bf4829152a2e00de2371bd406f5e"}, - {file = "numpy-2.1.2-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:675c741d4739af2dc20cd6c6a5c4b7355c728167845e3c6b0e824e4e5d36a6c3"}, - {file = "numpy-2.1.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:05b2d4e667895cc55e3ff2b56077e4c8a5604361fc21a042845ea3ad67465aa8"}, - {file = "numpy-2.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:43cca367bf94a14aca50b89e9bc2061683116cfe864e56740e083392f533ce7a"}, - {file = "numpy-2.1.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:76322dcdb16fccf2ac56f99048af32259dcc488d9b7e25b51e5eca5147a3fb98"}, - {file = "numpy-2.1.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:32e16a03138cabe0cb28e1007ee82264296ac0983714094380b408097a418cfe"}, - {file = "numpy-2.1.2-cp313-cp313-win32.whl", hash = "sha256:242b39d00e4944431a3cd2db2f5377e15b5785920421993770cddb89992c3f3a"}, - {file = "numpy-2.1.2-cp313-cp313-win_amd64.whl", hash = "sha256:f2ded8d9b6f68cc26f8425eda5d3877b47343e68ca23d0d0846f4d312ecaa445"}, - {file = "numpy-2.1.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:2ffef621c14ebb0188a8633348504a35c13680d6da93ab5cb86f4e54b7e922b5"}, - {file = "numpy-2.1.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:ad369ed238b1959dfbade9018a740fb9392c5ac4f9b5173f420bd4f37ba1f7a0"}, - {file = "numpy-2.1.2-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:d82075752f40c0ddf57e6e02673a17f6cb0f8eb3f587f63ca1eaab5594da5b17"}, - {file = "numpy-2.1.2-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:1600068c262af1ca9580a527d43dc9d959b0b1d8e56f8a05d830eea39b7c8af6"}, - {file = "numpy-2.1.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a26ae94658d3ba3781d5e103ac07a876b3e9b29db53f68ed7df432fd033358a8"}, - {file = "numpy-2.1.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13311c2db4c5f7609b462bc0f43d3c465424d25c626d95040f073e30f7570e35"}, - {file = "numpy-2.1.2-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:2abbf905a0b568706391ec6fa15161fad0fb5d8b68d73c461b3c1bab6064dd62"}, - {file = "numpy-2.1.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:ef444c57d664d35cac4e18c298c47d7b504c66b17c2ea91312e979fcfbdfb08a"}, - {file = "numpy-2.1.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:bdd407c40483463898b84490770199d5714dcc9dd9b792f6c6caccc523c00952"}, - {file = "numpy-2.1.2-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:da65fb46d4cbb75cb417cddf6ba5e7582eb7bb0b47db4b99c9fe5787ce5d91f5"}, - {file = "numpy-2.1.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1c193d0b0238638e6fc5f10f1b074a6993cb13b0b431f64079a509d63d3aa8b7"}, - {file = "numpy-2.1.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:a7d80b2e904faa63068ead63107189164ca443b42dd1930299e0d1cb041cec2e"}, - {file = "numpy-2.1.2.tar.gz", hash = "sha256:13532a088217fa624c99b843eeb54640de23b3414b14aa66d023805eb731066c"}, + {file = "numpy-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff"}, + {file = "numpy-2.1.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5"}, + {file = "numpy-2.1.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1"}, + {file = "numpy-2.1.3-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd"}, + {file = "numpy-2.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3"}, + {file = "numpy-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098"}, + {file = "numpy-2.1.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c"}, + {file = "numpy-2.1.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4"}, + {file = "numpy-2.1.3-cp310-cp310-win32.whl", hash = "sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23"}, + {file = "numpy-2.1.3-cp310-cp310-win_amd64.whl", hash = "sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0"}, + {file = "numpy-2.1.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d"}, + {file = "numpy-2.1.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41"}, + {file = "numpy-2.1.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9"}, + {file = "numpy-2.1.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09"}, + {file = "numpy-2.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a"}, + {file = "numpy-2.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b"}, + {file = "numpy-2.1.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee"}, + {file = "numpy-2.1.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0"}, + {file = "numpy-2.1.3-cp311-cp311-win32.whl", hash = "sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9"}, + {file = "numpy-2.1.3-cp311-cp311-win_amd64.whl", hash = "sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2"}, + {file = "numpy-2.1.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e"}, + {file = "numpy-2.1.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958"}, + {file = "numpy-2.1.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8"}, + {file = "numpy-2.1.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564"}, + {file = "numpy-2.1.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512"}, + {file = "numpy-2.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b"}, + {file = "numpy-2.1.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc"}, + {file = "numpy-2.1.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0"}, + {file = "numpy-2.1.3-cp312-cp312-win32.whl", hash = "sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9"}, + {file = "numpy-2.1.3-cp312-cp312-win_amd64.whl", hash = "sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a"}, + {file = "numpy-2.1.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f"}, + {file = "numpy-2.1.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598"}, + {file = "numpy-2.1.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57"}, + {file = "numpy-2.1.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe"}, + {file = "numpy-2.1.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43"}, + {file = "numpy-2.1.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56"}, + {file = "numpy-2.1.3-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a"}, + {file = "numpy-2.1.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef"}, + {file = "numpy-2.1.3-cp313-cp313-win32.whl", hash = "sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f"}, + {file = "numpy-2.1.3-cp313-cp313-win_amd64.whl", hash = "sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed"}, + {file = "numpy-2.1.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f"}, + {file = "numpy-2.1.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4"}, + {file = "numpy-2.1.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e"}, + {file = "numpy-2.1.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0"}, + {file = "numpy-2.1.3-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408"}, + {file = "numpy-2.1.3-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6"}, + {file = "numpy-2.1.3-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f"}, + {file = "numpy-2.1.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17"}, + {file = "numpy-2.1.3-cp313-cp313t-win32.whl", hash = "sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48"}, + {file = "numpy-2.1.3-cp313-cp313t-win_amd64.whl", hash = "sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4"}, + {file = "numpy-2.1.3-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f"}, + {file = "numpy-2.1.3-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4"}, + {file = "numpy-2.1.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d"}, + {file = "numpy-2.1.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb"}, + {file = "numpy-2.1.3.tar.gz", hash = "sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761"}, ] [[package]] @@ -1262,15 +1287,122 @@ files = [ dev = ["pre-commit", "tox"] testing = ["pytest", "pytest-benchmark"] +[[package]] +name = "propcache" +version = "0.2.0" +description = "Accelerated property cache" +optional = false +python-versions = ">=3.8" +files = [ + {file = "propcache-0.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c5869b8fd70b81835a6f187c5fdbe67917a04d7e52b6e7cc4e5fe39d55c39d58"}, + {file = "propcache-0.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:952e0d9d07609d9c5be361f33b0d6d650cd2bae393aabb11d9b719364521984b"}, + {file = "propcache-0.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:33ac8f098df0585c0b53009f039dfd913b38c1d2edafed0cedcc0c32a05aa110"}, + {file = "propcache-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:97e48e8875e6c13909c800fa344cd54cc4b2b0db1d5f911f840458a500fde2c2"}, + {file = "propcache-0.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:388f3217649d6d59292b722d940d4d2e1e6a7003259eb835724092a1cca0203a"}, + {file = "propcache-0.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f571aea50ba5623c308aa146eb650eebf7dbe0fd8c5d946e28343cb3b5aad577"}, + {file = "propcache-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3dfafb44f7bb35c0c06eda6b2ab4bfd58f02729e7c4045e179f9a861b07c9850"}, + {file = "propcache-0.2.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a3ebe9a75be7ab0b7da2464a77bb27febcb4fab46a34f9288f39d74833db7f61"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d2f0d0f976985f85dfb5f3d685697ef769faa6b71993b46b295cdbbd6be8cc37"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:a3dc1a4b165283bd865e8f8cb5f0c64c05001e0718ed06250d8cac9bec115b48"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:9e0f07b42d2a50c7dd2d8675d50f7343d998c64008f1da5fef888396b7f84630"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:e63e3e1e0271f374ed489ff5ee73d4b6e7c60710e1f76af5f0e1a6117cd26394"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:56bb5c98f058a41bb58eead194b4db8c05b088c93d94d5161728515bd52b052b"}, + {file = "propcache-0.2.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:7665f04d0c7f26ff8bb534e1c65068409bf4687aa2534faf7104d7182debb336"}, + {file = "propcache-0.2.0-cp310-cp310-win32.whl", hash = "sha256:7cf18abf9764746b9c8704774d8b06714bcb0a63641518a3a89c7f85cc02c2ad"}, + {file = "propcache-0.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:cfac69017ef97db2438efb854edf24f5a29fd09a536ff3a992b75990720cdc99"}, + {file = "propcache-0.2.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:63f13bf09cc3336eb04a837490b8f332e0db41da66995c9fd1ba04552e516354"}, + {file = "propcache-0.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:608cce1da6f2672a56b24a015b42db4ac612ee709f3d29f27a00c943d9e851de"}, + {file = "propcache-0.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:466c219deee4536fbc83c08d09115249db301550625c7fef1c5563a584c9bc87"}, + {file = "propcache-0.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc2db02409338bf36590aa985a461b2c96fce91f8e7e0f14c50c5fcc4f229016"}, + {file = "propcache-0.2.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a6ed8db0a556343d566a5c124ee483ae113acc9a557a807d439bcecc44e7dfbb"}, + {file = "propcache-0.2.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:91997d9cb4a325b60d4e3f20967f8eb08dfcb32b22554d5ef78e6fd1dda743a2"}, + {file = "propcache-0.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c7dde9e533c0a49d802b4f3f218fa9ad0a1ce21f2c2eb80d5216565202acab4"}, + {file = "propcache-0.2.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffcad6c564fe6b9b8916c1aefbb37a362deebf9394bd2974e9d84232e3e08504"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:97a58a28bcf63284e8b4d7b460cbee1edaab24634e82059c7b8c09e65284f178"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:945db8ee295d3af9dbdbb698cce9bbc5c59b5c3fe328bbc4387f59a8a35f998d"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:39e104da444a34830751715f45ef9fc537475ba21b7f1f5b0f4d71a3b60d7fe2"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:c5ecca8f9bab618340c8e848d340baf68bcd8ad90a8ecd7a4524a81c1764b3db"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:c436130cc779806bdf5d5fae0d848713105472b8566b75ff70048c47d3961c5b"}, + {file = "propcache-0.2.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:191db28dc6dcd29d1a3e063c3be0b40688ed76434622c53a284e5427565bbd9b"}, + {file = "propcache-0.2.0-cp311-cp311-win32.whl", hash = "sha256:5f2564ec89058ee7c7989a7b719115bdfe2a2fb8e7a4543b8d1c0cc4cf6478c1"}, + {file = "propcache-0.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:6e2e54267980349b723cff366d1e29b138b9a60fa376664a157a342689553f71"}, + {file = "propcache-0.2.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:2ee7606193fb267be4b2e3b32714f2d58cad27217638db98a60f9efb5efeccc2"}, + {file = "propcache-0.2.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:91ee8fc02ca52e24bcb77b234f22afc03288e1dafbb1f88fe24db308910c4ac7"}, + {file = "propcache-0.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2e900bad2a8456d00a113cad8c13343f3b1f327534e3589acc2219729237a2e8"}, + {file = "propcache-0.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f52a68c21363c45297aca15561812d542f8fc683c85201df0bebe209e349f793"}, + {file = "propcache-0.2.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1e41d67757ff4fbc8ef2af99b338bfb955010444b92929e9e55a6d4dcc3c4f09"}, + {file = "propcache-0.2.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a64e32f8bd94c105cc27f42d3b658902b5bcc947ece3c8fe7bc1b05982f60e89"}, + {file = "propcache-0.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:55346705687dbd7ef0d77883ab4f6fabc48232f587925bdaf95219bae072491e"}, + {file = "propcache-0.2.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00181262b17e517df2cd85656fcd6b4e70946fe62cd625b9d74ac9977b64d8d9"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6994984550eaf25dd7fc7bd1b700ff45c894149341725bb4edc67f0ffa94efa4"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:56295eb1e5f3aecd516d91b00cfd8bf3a13991de5a479df9e27dd569ea23959c"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:439e76255daa0f8151d3cb325f6dd4a3e93043e6403e6491813bcaaaa8733887"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:f6475a1b2ecb310c98c28d271a30df74f9dd436ee46d09236a6b750a7599ce57"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:3444cdba6628accf384e349014084b1cacd866fbb88433cd9d279d90a54e0b23"}, + {file = "propcache-0.2.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4a9d9b4d0a9b38d1c391bb4ad24aa65f306c6f01b512e10a8a34a2dc5675d348"}, + {file = "propcache-0.2.0-cp312-cp312-win32.whl", hash = "sha256:69d3a98eebae99a420d4b28756c8ce6ea5a29291baf2dc9ff9414b42676f61d5"}, + {file = "propcache-0.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:ad9c9b99b05f163109466638bd30ada1722abb01bbb85c739c50b6dc11f92dc3"}, + {file = "propcache-0.2.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ecddc221a077a8132cf7c747d5352a15ed763b674c0448d811f408bf803d9ad7"}, + {file = "propcache-0.2.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0e53cb83fdd61cbd67202735e6a6687a7b491c8742dfc39c9e01e80354956763"}, + {file = "propcache-0.2.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:92fe151145a990c22cbccf9ae15cae8ae9eddabfc949a219c9f667877e40853d"}, + {file = "propcache-0.2.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6a21ef516d36909931a2967621eecb256018aeb11fc48656e3257e73e2e247a"}, + {file = "propcache-0.2.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3f88a4095e913f98988f5b338c1d4d5d07dbb0b6bad19892fd447484e483ba6b"}, + {file = "propcache-0.2.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5a5b3bb545ead161be780ee85a2b54fdf7092815995661947812dde94a40f6fb"}, + {file = "propcache-0.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:67aeb72e0f482709991aa91345a831d0b707d16b0257e8ef88a2ad246a7280bf"}, + {file = "propcache-0.2.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c997f8c44ec9b9b0bcbf2d422cc00a1d9b9c681f56efa6ca149a941e5560da2"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2a66df3d4992bc1d725b9aa803e8c5a66c010c65c741ad901e260ece77f58d2f"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:3ebbcf2a07621f29638799828b8d8668c421bfb94c6cb04269130d8de4fb7136"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:1235c01ddaa80da8235741e80815ce381c5267f96cc49b1477fdcf8c047ef325"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3947483a381259c06921612550867b37d22e1df6d6d7e8361264b6d037595f44"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:d5bed7f9805cc29c780f3aee05de3262ee7ce1f47083cfe9f77471e9d6777e83"}, + {file = "propcache-0.2.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e4a91d44379f45f5e540971d41e4626dacd7f01004826a18cb048e7da7e96544"}, + {file = "propcache-0.2.0-cp313-cp313-win32.whl", hash = "sha256:f902804113e032e2cdf8c71015651c97af6418363bea8d78dc0911d56c335032"}, + {file = "propcache-0.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:8f188cfcc64fb1266f4684206c9de0e80f54622c3f22a910cbd200478aeae61e"}, + {file = "propcache-0.2.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:53d1bd3f979ed529f0805dd35ddaca330f80a9a6d90bc0121d2ff398f8ed8861"}, + {file = "propcache-0.2.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:83928404adf8fb3d26793665633ea79b7361efa0287dfbd372a7e74311d51ee6"}, + {file = "propcache-0.2.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:77a86c261679ea5f3896ec060be9dc8e365788248cc1e049632a1be682442063"}, + {file = "propcache-0.2.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:218db2a3c297a3768c11a34812e63b3ac1c3234c3a086def9c0fee50d35add1f"}, + {file = "propcache-0.2.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7735e82e3498c27bcb2d17cb65d62c14f1100b71723b68362872bca7d0913d90"}, + {file = "propcache-0.2.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:20a617c776f520c3875cf4511e0d1db847a076d720714ae35ffe0df3e440be68"}, + {file = "propcache-0.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:67b69535c870670c9f9b14a75d28baa32221d06f6b6fa6f77a0a13c5a7b0a5b9"}, + {file = "propcache-0.2.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4569158070180c3855e9c0791c56be3ceeb192defa2cdf6a3f39e54319e56b89"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:db47514ffdbd91ccdc7e6f8407aac4ee94cc871b15b577c1c324236b013ddd04"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_armv7l.whl", hash = "sha256:2a60ad3e2553a74168d275a0ef35e8c0a965448ffbc3b300ab3a5bb9956c2162"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:662dd62358bdeaca0aee5761de8727cfd6861432e3bb828dc2a693aa0471a563"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:25a1f88b471b3bc911d18b935ecb7115dff3a192b6fef46f0bfaf71ff4f12418"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:f60f0ac7005b9f5a6091009b09a419ace1610e163fa5deaba5ce3484341840e7"}, + {file = "propcache-0.2.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:74acd6e291f885678631b7ebc85d2d4aec458dd849b8c841b57ef04047833bed"}, + {file = "propcache-0.2.0-cp38-cp38-win32.whl", hash = "sha256:d9b6ddac6408194e934002a69bcaadbc88c10b5f38fb9307779d1c629181815d"}, + {file = "propcache-0.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:676135dcf3262c9c5081cc8f19ad55c8a64e3f7282a21266d05544450bffc3a5"}, + {file = "propcache-0.2.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:25c8d773a62ce0451b020c7b29a35cfbc05de8b291163a7a0f3b7904f27253e6"}, + {file = "propcache-0.2.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:375a12d7556d462dc64d70475a9ee5982465fbb3d2b364f16b86ba9135793638"}, + {file = "propcache-0.2.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1ec43d76b9677637a89d6ab86e1fef70d739217fefa208c65352ecf0282be957"}, + {file = "propcache-0.2.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f45eec587dafd4b2d41ac189c2156461ebd0c1082d2fe7013571598abb8505d1"}, + {file = "propcache-0.2.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bc092ba439d91df90aea38168e11f75c655880c12782facf5cf9c00f3d42b562"}, + {file = "propcache-0.2.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fa1076244f54bb76e65e22cb6910365779d5c3d71d1f18b275f1dfc7b0d71b4d"}, + {file = "propcache-0.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:682a7c79a2fbf40f5dbb1eb6bfe2cd865376deeac65acf9beb607505dced9e12"}, + {file = "propcache-0.2.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8e40876731f99b6f3c897b66b803c9e1c07a989b366c6b5b475fafd1f7ba3fb8"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:363ea8cd3c5cb6679f1c2f5f1f9669587361c062e4899fce56758efa928728f8"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:140fbf08ab3588b3468932974a9331aff43c0ab8a2ec2c608b6d7d1756dbb6cb"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:e70fac33e8b4ac63dfc4c956fd7d85a0b1139adcfc0d964ce288b7c527537fea"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:b33d7a286c0dc1a15f5fc864cc48ae92a846df287ceac2dd499926c3801054a6"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:f6d5749fdd33d90e34c2efb174c7e236829147a2713334d708746e94c4bde40d"}, + {file = "propcache-0.2.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:22aa8f2272d81d9317ff5756bb108021a056805ce63dd3630e27d042c8092798"}, + {file = "propcache-0.2.0-cp39-cp39-win32.whl", hash = "sha256:73e4b40ea0eda421b115248d7e79b59214411109a5bc47d0d48e4c73e3b8fcf9"}, + {file = "propcache-0.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:9517d5e9e0731957468c29dbfd0f976736a0e55afaea843726e887f36fe017df"}, + {file = "propcache-0.2.0-py3-none-any.whl", hash = "sha256:2ccc28197af5313706511fab3a8b66dcd6da067a1331372c82ea1cb74285e036"}, + {file = "propcache-0.2.0.tar.gz", hash = "sha256:df81779732feb9d01e5d513fad0122efb3d53bbc75f61b2a4f29a020bc985e70"}, +] + [[package]] name = "pypfb" -version = "0.5.29" +version = "0.5.30" description = "Python SDK for PFB format" optional = false -python-versions = ">=3.9,<4" +python-versions = "<4,>=3.9" files = [ - {file = "pypfb-0.5.29-py3-none-any.whl", hash = "sha256:3b024225c45ad8a644c720d982e6d191f45df1583938d566b874288f59661eaf"}, - {file = "pypfb-0.5.29.tar.gz", hash = "sha256:8a89235b31d5945f1fbd0efad185d3f9c3ebd7369b13ddf7d00d6c11860268ac"}, + {file = "pypfb-0.5.30-py3-none-any.whl", hash = "sha256:0a9c45b927e446fe4ffda59aeba0391af7bfe21b21def9960cf382efb0f79a0d"}, + {file = "pypfb-0.5.30.tar.gz", hash = "sha256:7bcb16444898246bf445b5efad5c672af8d23a7a5dcfeeaca1ac13c40d502175"}, ] [package.dependencies] @@ -1281,7 +1413,7 @@ fastavro = ">=1.8.2,<1.9.0" gen3 = ">=4.11.3,<5.0.0" gen3dictionary = ">=2.0.3" importlib_metadata = {version = ">=3.6.0", markers = "python_full_version <= \"3.9.0\""} -python-json-logger = ">=0.1.11,<0.2.0" +python-json-logger = ">=2.0.0" PyYAML = ">=6.0.1,<7.0.0" [[package]] @@ -1322,17 +1454,17 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no [[package]] name = "pytest-cov" -version = "5.0.0" +version = "6.0.0" description = "Pytest plugin for measuring coverage." optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"}, - {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"}, + {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"}, + {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"}, ] [package.dependencies] -coverage = {version = ">=5.2.1", extras = ["toml"]} +coverage = {version = ">=7.5", extras = ["toml"]} pytest = ">=4.6" [package.extras] @@ -1354,12 +1486,13 @@ six = ">=1.5" [[package]] name = "python-json-logger" -version = "0.1.11" +version = "2.0.7" description = "A python library adding a json log formatter" optional = false -python-versions = ">=2.7" +python-versions = ">=3.6" files = [ - {file = "python-json-logger-0.1.11.tar.gz", hash = "sha256:b7a31162f2a01965a5efb94453ce69230ed208468b0bbc7fdfc56e6d8df2e281"}, + {file = "python-json-logger-2.0.7.tar.gz", hash = "sha256:23e7ec02d34237c5aa1e29a070193a4ea87583bb4e7f8fd06d3de8264c4b2e1c"}, + {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"}, ] [[package]] @@ -1488,133 +1621,116 @@ requests = ">=2.22,<3" [package.extras] fixture = ["fixtures"] -[[package]] -name = "rfc3986" -version = "1.5.0" -description = "Validating URI References per RFC 3986" -optional = false -python-versions = "*" -files = [ - {file = "rfc3986-1.5.0-py2.py3-none-any.whl", hash = "sha256:a86d6e1f5b1dc238b218b012df0aa79409667bb209e58da56d0b94704e712a97"}, - {file = "rfc3986-1.5.0.tar.gz", hash = "sha256:270aaf10d87d0d4e095063c65bf3ddbc6ee3d0b226328ce21e036f946e421835"}, -] - -[package.dependencies] -idna = {version = "*", optional = true, markers = "extra == \"idna2008\""} - -[package.extras] -idna2008 = ["idna"] - [[package]] name = "rpds-py" -version = "0.20.0" +version = "0.20.1" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.8" files = [ - {file = "rpds_py-0.20.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3ad0fda1635f8439cde85c700f964b23ed5fc2d28016b32b9ee5fe30da5c84e2"}, - {file = "rpds_py-0.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9bb4a0d90fdb03437c109a17eade42dfbf6190408f29b2744114d11586611d6f"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c6377e647bbfd0a0b159fe557f2c6c602c159fc752fa316572f012fc0bf67150"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:eb851b7df9dda52dc1415ebee12362047ce771fc36914586b2e9fcbd7d293b3e"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1e0f80b739e5a8f54837be5d5c924483996b603d5502bfff79bf33da06164ee2"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5a8c94dad2e45324fc74dce25e1645d4d14df9a4e54a30fa0ae8bad9a63928e3"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8e604fe73ba048c06085beaf51147eaec7df856824bfe7b98657cf436623daf"}, - {file = "rpds_py-0.20.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:df3de6b7726b52966edf29663e57306b23ef775faf0ac01a3e9f4012a24a4140"}, - {file = "rpds_py-0.20.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cf258ede5bc22a45c8e726b29835b9303c285ab46fc7c3a4cc770736b5304c9f"}, - {file = "rpds_py-0.20.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:55fea87029cded5df854ca7e192ec7bdb7ecd1d9a3f63d5c4eb09148acf4a7ce"}, - {file = "rpds_py-0.20.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ae94bd0b2f02c28e199e9bc51485d0c5601f58780636185660f86bf80c89af94"}, - {file = "rpds_py-0.20.0-cp310-none-win32.whl", hash = "sha256:28527c685f237c05445efec62426d285e47a58fb05ba0090a4340b73ecda6dee"}, - {file = "rpds_py-0.20.0-cp310-none-win_amd64.whl", hash = "sha256:238a2d5b1cad28cdc6ed15faf93a998336eb041c4e440dd7f902528b8891b399"}, - {file = "rpds_py-0.20.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:ac2f4f7a98934c2ed6505aead07b979e6f999389f16b714448fb39bbaa86a489"}, - {file = "rpds_py-0.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:220002c1b846db9afd83371d08d239fdc865e8f8c5795bbaec20916a76db3318"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8d7919548df3f25374a1f5d01fbcd38dacab338ef5f33e044744b5c36729c8db"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:758406267907b3781beee0f0edfe4a179fbd97c0be2e9b1154d7f0a1279cf8e5"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3d61339e9f84a3f0767b1995adfb171a0d00a1185192718a17af6e124728e0f5"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1259c7b3705ac0a0bd38197565a5d603218591d3f6cee6e614e380b6ba61c6f6"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c1dc0f53856b9cc9a0ccca0a7cc61d3d20a7088201c0937f3f4048c1718a209"}, - {file = "rpds_py-0.20.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7e60cb630f674a31f0368ed32b2a6b4331b8350d67de53c0359992444b116dd3"}, - {file = "rpds_py-0.20.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dbe982f38565bb50cb7fb061ebf762c2f254ca3d8c20d4006878766e84266272"}, - {file = "rpds_py-0.20.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:514b3293b64187172bc77c8fb0cdae26981618021053b30d8371c3a902d4d5ad"}, - {file = "rpds_py-0.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d0a26ffe9d4dd35e4dfdd1e71f46401cff0181c75ac174711ccff0459135fa58"}, - {file = "rpds_py-0.20.0-cp311-none-win32.whl", hash = "sha256:89c19a494bf3ad08c1da49445cc5d13d8fefc265f48ee7e7556839acdacf69d0"}, - {file = "rpds_py-0.20.0-cp311-none-win_amd64.whl", hash = "sha256:c638144ce971df84650d3ed0096e2ae7af8e62ecbbb7b201c8935c370df00a2c"}, - {file = "rpds_py-0.20.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a84ab91cbe7aab97f7446652d0ed37d35b68a465aeef8fc41932a9d7eee2c1a6"}, - {file = "rpds_py-0.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:56e27147a5a4c2c21633ff8475d185734c0e4befd1c989b5b95a5d0db699b21b"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2580b0c34583b85efec8c5c5ec9edf2dfe817330cc882ee972ae650e7b5ef739"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b80d4a7900cf6b66bb9cee5c352b2d708e29e5a37fe9bf784fa97fc11504bf6c"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:50eccbf054e62a7b2209b28dc7a22d6254860209d6753e6b78cfaeb0075d7bee"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:49a8063ea4296b3a7e81a5dfb8f7b2d73f0b1c20c2af401fb0cdf22e14711a96"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea438162a9fcbee3ecf36c23e6c68237479f89f962f82dae83dc15feeceb37e4"}, - {file = "rpds_py-0.20.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:18d7585c463087bddcfa74c2ba267339f14f2515158ac4db30b1f9cbdb62c8ef"}, - {file = "rpds_py-0.20.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d4c7d1a051eeb39f5c9547e82ea27cbcc28338482242e3e0b7768033cb083821"}, - {file = "rpds_py-0.20.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e4df1e3b3bec320790f699890d41c59d250f6beda159ea3c44c3f5bac1976940"}, - {file = "rpds_py-0.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2cf126d33a91ee6eedc7f3197b53e87a2acdac63602c0f03a02dd69e4b138174"}, - {file = "rpds_py-0.20.0-cp312-none-win32.whl", hash = "sha256:8bc7690f7caee50b04a79bf017a8d020c1f48c2a1077ffe172abec59870f1139"}, - {file = "rpds_py-0.20.0-cp312-none-win_amd64.whl", hash = "sha256:0e13e6952ef264c40587d510ad676a988df19adea20444c2b295e536457bc585"}, - {file = "rpds_py-0.20.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:aa9a0521aeca7d4941499a73ad7d4f8ffa3d1affc50b9ea11d992cd7eff18a29"}, - {file = "rpds_py-0.20.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4a1f1d51eccb7e6c32ae89243cb352389228ea62f89cd80823ea7dd1b98e0b91"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8a86a9b96070674fc88b6f9f71a97d2c1d3e5165574615d1f9168ecba4cecb24"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6c8ef2ebf76df43f5750b46851ed1cdf8f109d7787ca40035fe19fbdc1acc5a7"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b74b25f024b421d5859d156750ea9a65651793d51b76a2e9238c05c9d5f203a9"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:57eb94a8c16ab08fef6404301c38318e2c5a32216bf5de453e2714c964c125c8"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1940dae14e715e2e02dfd5b0f64a52e8374a517a1e531ad9412319dc3ac7879"}, - {file = "rpds_py-0.20.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d20277fd62e1b992a50c43f13fbe13277a31f8c9f70d59759c88f644d66c619f"}, - {file = "rpds_py-0.20.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:06db23d43f26478303e954c34c75182356ca9aa7797d22c5345b16871ab9c45c"}, - {file = "rpds_py-0.20.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b2a5db5397d82fa847e4c624b0c98fe59d2d9b7cf0ce6de09e4d2e80f8f5b3f2"}, - {file = "rpds_py-0.20.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5a35df9f5548fd79cb2f52d27182108c3e6641a4feb0f39067911bf2adaa3e57"}, - {file = "rpds_py-0.20.0-cp313-none-win32.whl", hash = "sha256:fd2d84f40633bc475ef2d5490b9c19543fbf18596dcb1b291e3a12ea5d722f7a"}, - {file = "rpds_py-0.20.0-cp313-none-win_amd64.whl", hash = "sha256:9bc2d153989e3216b0559251b0c260cfd168ec78b1fac33dd485750a228db5a2"}, - {file = "rpds_py-0.20.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:f2fbf7db2012d4876fb0d66b5b9ba6591197b0f165db8d99371d976546472a24"}, - {file = "rpds_py-0.20.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1e5f3cd7397c8f86c8cc72d5a791071431c108edd79872cdd96e00abd8497d29"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce9845054c13696f7af7f2b353e6b4f676dab1b4b215d7fe5e05c6f8bb06f965"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c3e130fd0ec56cb76eb49ef52faead8ff09d13f4527e9b0c400307ff72b408e1"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b16aa0107ecb512b568244ef461f27697164d9a68d8b35090e9b0c1c8b27752"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:aa7f429242aae2947246587d2964fad750b79e8c233a2367f71b554e9447949c"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af0fc424a5842a11e28956e69395fbbeab2c97c42253169d87e90aac2886d751"}, - {file = "rpds_py-0.20.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b8c00a3b1e70c1d3891f0db1b05292747f0dbcfb49c43f9244d04c70fbc40eb8"}, - {file = "rpds_py-0.20.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:40ce74fc86ee4645d0a225498d091d8bc61f39b709ebef8204cb8b5a464d3c0e"}, - {file = "rpds_py-0.20.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:4fe84294c7019456e56d93e8ababdad5a329cd25975be749c3f5f558abb48253"}, - {file = "rpds_py-0.20.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:338ca4539aad4ce70a656e5187a3a31c5204f261aef9f6ab50e50bcdffaf050a"}, - {file = "rpds_py-0.20.0-cp38-none-win32.whl", hash = "sha256:54b43a2b07db18314669092bb2de584524d1ef414588780261e31e85846c26a5"}, - {file = "rpds_py-0.20.0-cp38-none-win_amd64.whl", hash = "sha256:a1862d2d7ce1674cffa6d186d53ca95c6e17ed2b06b3f4c476173565c862d232"}, - {file = "rpds_py-0.20.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:3fde368e9140312b6e8b6c09fb9f8c8c2f00999d1823403ae90cc00480221b22"}, - {file = "rpds_py-0.20.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9824fb430c9cf9af743cf7aaf6707bf14323fb51ee74425c380f4c846ea70789"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:11ef6ce74616342888b69878d45e9f779b95d4bd48b382a229fe624a409b72c5"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c52d3f2f82b763a24ef52f5d24358553e8403ce05f893b5347098014f2d9eff2"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9d35cef91e59ebbeaa45214861874bc6f19eb35de96db73e467a8358d701a96c"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d72278a30111e5b5525c1dd96120d9e958464316f55adb030433ea905866f4de"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b4c29cbbba378759ac5786730d1c3cb4ec6f8ababf5c42a9ce303dc4b3d08cda"}, - {file = "rpds_py-0.20.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6632f2d04f15d1bd6fe0eedd3b86d9061b836ddca4c03d5cf5c7e9e6b7c14580"}, - {file = "rpds_py-0.20.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d0b67d87bb45ed1cd020e8fbf2307d449b68abc45402fe1a4ac9e46c3c8b192b"}, - {file = "rpds_py-0.20.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ec31a99ca63bf3cd7f1a5ac9fe95c5e2d060d3c768a09bc1d16e235840861420"}, - {file = "rpds_py-0.20.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:22e6c9976e38f4d8c4a63bd8a8edac5307dffd3ee7e6026d97f3cc3a2dc02a0b"}, - {file = "rpds_py-0.20.0-cp39-none-win32.whl", hash = "sha256:569b3ea770c2717b730b61998b6c54996adee3cef69fc28d444f3e7920313cf7"}, - {file = "rpds_py-0.20.0-cp39-none-win_amd64.whl", hash = "sha256:e6900ecdd50ce0facf703f7a00df12374b74bbc8ad9fe0f6559947fb20f82364"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:617c7357272c67696fd052811e352ac54ed1d9b49ab370261a80d3b6ce385045"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9426133526f69fcaba6e42146b4e12d6bc6c839b8b555097020e2b78ce908dcc"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:deb62214c42a261cb3eb04d474f7155279c1a8a8c30ac89b7dcb1721d92c3c02"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fcaeb7b57f1a1e071ebd748984359fef83ecb026325b9d4ca847c95bc7311c92"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d454b8749b4bd70dd0a79f428731ee263fa6995f83ccb8bada706e8d1d3ff89d"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d807dc2051abe041b6649681dce568f8e10668e3c1c6543ebae58f2d7e617855"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3c20f0ddeb6e29126d45f89206b8291352b8c5b44384e78a6499d68b52ae511"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b7f19250ceef892adf27f0399b9e5afad019288e9be756d6919cb58892129f51"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:4f1ed4749a08379555cebf4650453f14452eaa9c43d0a95c49db50c18b7da075"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:dcedf0b42bcb4cfff4101d7771a10532415a6106062f005ab97d1d0ab5681c60"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:39ed0d010457a78f54090fafb5d108501b5aa5604cc22408fc1c0c77eac14344"}, - {file = "rpds_py-0.20.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:bb273176be34a746bdac0b0d7e4e2c467323d13640b736c4c477881a3220a989"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f918a1a130a6dfe1d7fe0f105064141342e7dd1611f2e6a21cd2f5c8cb1cfb3e"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f60012a73aa396be721558caa3a6fd49b3dd0033d1675c6d59c4502e870fcf0c"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3d2b1ad682a3dfda2a4e8ad8572f3100f95fad98cb99faf37ff0ddfe9cbf9d03"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:614fdafe9f5f19c63ea02817fa4861c606a59a604a77c8cdef5aa01d28b97921"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fa518bcd7600c584bf42e6617ee8132869e877db2f76bcdc281ec6a4113a53ab"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f0475242f447cc6cb8a9dd486d68b2ef7fbee84427124c232bff5f63b1fe11e5"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f90a4cd061914a60bd51c68bcb4357086991bd0bb93d8aa66a6da7701370708f"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:def7400461c3a3f26e49078302e1c1b38f6752342c77e3cf72ce91ca69fb1bc1"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:65794e4048ee837494aea3c21a28ad5fc080994dfba5b036cf84de37f7ad5074"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:faefcc78f53a88f3076b7f8be0a8f8d35133a3ecf7f3770895c25f8813460f08"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:5b4f105deeffa28bbcdff6c49b34e74903139afa690e35d2d9e3c2c2fba18cec"}, - {file = "rpds_py-0.20.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fdfc3a892927458d98f3d55428ae46b921d1f7543b89382fdb483f5640daaec8"}, - {file = "rpds_py-0.20.0.tar.gz", hash = "sha256:d72a210824facfdaf8768cf2d7ca25a042c30320b3020de2fa04640920d4e121"}, + {file = "rpds_py-0.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a649dfd735fff086e8a9d0503a9f0c7d01b7912a333c7ae77e1515c08c146dad"}, + {file = "rpds_py-0.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f16bc1334853e91ddaaa1217045dd7be166170beec337576818461268a3de67f"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:14511a539afee6f9ab492b543060c7491c99924314977a55c98bfa2ee29ce78c"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3ccb8ac2d3c71cda472b75af42818981bdacf48d2e21c36331b50b4f16930163"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c142b88039b92e7e0cb2552e8967077e3179b22359e945574f5e2764c3953dcf"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f19169781dddae7478a32301b499b2858bc52fc45a112955e798ee307e294977"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13c56de6518e14b9bf6edde23c4c39dac5b48dcf04160ea7bce8fca8397cdf86"}, + {file = "rpds_py-0.20.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:925d176a549f4832c6f69fa6026071294ab5910e82a0fe6c6228fce17b0706bd"}, + {file = "rpds_py-0.20.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:78f0b6877bfce7a3d1ff150391354a410c55d3cdce386f862926a4958ad5ab7e"}, + {file = "rpds_py-0.20.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:3dd645e2b0dcb0fd05bf58e2e54c13875847687d0b71941ad2e757e5d89d4356"}, + {file = "rpds_py-0.20.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:4f676e21db2f8c72ff0936f895271e7a700aa1f8d31b40e4e43442ba94973899"}, + {file = "rpds_py-0.20.1-cp310-none-win32.whl", hash = "sha256:648386ddd1e19b4a6abab69139b002bc49ebf065b596119f8f37c38e9ecee8ff"}, + {file = "rpds_py-0.20.1-cp310-none-win_amd64.whl", hash = "sha256:d9ecb51120de61e4604650666d1f2b68444d46ae18fd492245a08f53ad2b7711"}, + {file = "rpds_py-0.20.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:762703bdd2b30983c1d9e62b4c88664df4a8a4d5ec0e9253b0231171f18f6d75"}, + {file = "rpds_py-0.20.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0b581f47257a9fce535c4567782a8976002d6b8afa2c39ff616edf87cbeff712"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:842c19a6ce894493563c3bd00d81d5100e8e57d70209e84d5491940fdb8b9e3a"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:42cbde7789f5c0bcd6816cb29808e36c01b960fb5d29f11e052215aa85497c93"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c8e9340ce5a52f95fa7d3b552b35c7e8f3874d74a03a8a69279fd5fca5dc751"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8ba6f89cac95c0900d932c9efb7f0fb6ca47f6687feec41abcb1bd5e2bd45535"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4a916087371afd9648e1962e67403c53f9c49ca47b9680adbeef79da3a7811b0"}, + {file = "rpds_py-0.20.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:200a23239781f46149e6a415f1e870c5ef1e712939fe8fa63035cd053ac2638e"}, + {file = "rpds_py-0.20.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:58b1d5dd591973d426cbb2da5e27ba0339209832b2f3315928c9790e13f159e8"}, + {file = "rpds_py-0.20.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:6b73c67850ca7cae0f6c56f71e356d7e9fa25958d3e18a64927c2d930859b8e4"}, + {file = "rpds_py-0.20.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d8761c3c891cc51e90bc9926d6d2f59b27beaf86c74622c8979380a29cc23ac3"}, + {file = "rpds_py-0.20.1-cp311-none-win32.whl", hash = "sha256:cd945871335a639275eee904caef90041568ce3b42f402c6959b460d25ae8732"}, + {file = "rpds_py-0.20.1-cp311-none-win_amd64.whl", hash = "sha256:7e21b7031e17c6b0e445f42ccc77f79a97e2687023c5746bfb7a9e45e0921b84"}, + {file = "rpds_py-0.20.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:36785be22066966a27348444b40389f8444671630063edfb1a2eb04318721e17"}, + {file = "rpds_py-0.20.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:142c0a5124d9bd0e2976089484af5c74f47bd3298f2ed651ef54ea728d2ea42c"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dbddc10776ca7ebf2a299c41a4dde8ea0d8e3547bfd731cb87af2e8f5bf8962d"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:15a842bb369e00295392e7ce192de9dcbf136954614124a667f9f9f17d6a216f"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be5ef2f1fc586a7372bfc355986226484e06d1dc4f9402539872c8bb99e34b01"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbcf360c9e3399b056a238523146ea77eeb2a596ce263b8814c900263e46031a"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecd27a66740ffd621d20b9a2f2b5ee4129a56e27bfb9458a3bcc2e45794c96cb"}, + {file = "rpds_py-0.20.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d0b937b2a1988f184a3e9e577adaa8aede21ec0b38320d6009e02bd026db04fa"}, + {file = "rpds_py-0.20.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6889469bfdc1eddf489729b471303739bf04555bb151fe8875931f8564309afc"}, + {file = "rpds_py-0.20.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:19b73643c802f4eaf13d97f7855d0fb527fbc92ab7013c4ad0e13a6ae0ed23bd"}, + {file = "rpds_py-0.20.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3c6afcf2338e7f374e8edc765c79fbcb4061d02b15dd5f8f314a4af2bdc7feb5"}, + {file = "rpds_py-0.20.1-cp312-none-win32.whl", hash = "sha256:dc73505153798c6f74854aba69cc75953888cf9866465196889c7cdd351e720c"}, + {file = "rpds_py-0.20.1-cp312-none-win_amd64.whl", hash = "sha256:8bbe951244a838a51289ee53a6bae3a07f26d4e179b96fc7ddd3301caf0518eb"}, + {file = "rpds_py-0.20.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:6ca91093a4a8da4afae7fe6a222c3b53ee4eef433ebfee4d54978a103435159e"}, + {file = "rpds_py-0.20.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b9c2fe36d1f758b28121bef29ed1dee9b7a2453e997528e7d1ac99b94892527c"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f009c69bc8c53db5dfab72ac760895dc1f2bc1b62ab7408b253c8d1ec52459fc"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6740a3e8d43a32629bb9b009017ea5b9e713b7210ba48ac8d4cb6d99d86c8ee8"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:32b922e13d4c0080d03e7b62991ad7f5007d9cd74e239c4b16bc85ae8b70252d"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fe00a9057d100e69b4ae4a094203a708d65b0f345ed546fdef86498bf5390982"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49fe9b04b6fa685bd39237d45fad89ba19e9163a1ccaa16611a812e682913496"}, + {file = "rpds_py-0.20.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:aa7ac11e294304e615b43f8c441fee5d40094275ed7311f3420d805fde9b07b4"}, + {file = "rpds_py-0.20.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aa97af1558a9bef4025f8f5d8c60d712e0a3b13a2fe875511defc6ee77a1ab7"}, + {file = "rpds_py-0.20.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:483b29f6f7ffa6af845107d4efe2e3fa8fb2693de8657bc1849f674296ff6a5a"}, + {file = "rpds_py-0.20.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:37fe0f12aebb6a0e3e17bb4cd356b1286d2d18d2e93b2d39fe647138458b4bcb"}, + {file = "rpds_py-0.20.1-cp313-none-win32.whl", hash = "sha256:a624cc00ef2158e04188df5e3016385b9353638139a06fb77057b3498f794782"}, + {file = "rpds_py-0.20.1-cp313-none-win_amd64.whl", hash = "sha256:b71b8666eeea69d6363248822078c075bac6ed135faa9216aa85f295ff009b1e"}, + {file = "rpds_py-0.20.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:5b48e790e0355865197ad0aca8cde3d8ede347831e1959e158369eb3493d2191"}, + {file = "rpds_py-0.20.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3e310838a5801795207c66c73ea903deda321e6146d6f282e85fa7e3e4854804"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2249280b870e6a42c0d972339e9cc22ee98730a99cd7f2f727549af80dd5a963"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e79059d67bea28b53d255c1437b25391653263f0e69cd7dec170d778fdbca95e"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2b431c777c9653e569986ecf69ff4a5dba281cded16043d348bf9ba505486f36"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da584ff96ec95e97925174eb8237e32f626e7a1a97888cdd27ee2f1f24dd0ad8"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:02a0629ec053fc013808a85178524e3cb63a61dbc35b22499870194a63578fb9"}, + {file = "rpds_py-0.20.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fbf15aff64a163db29a91ed0868af181d6f68ec1a3a7d5afcfe4501252840bad"}, + {file = "rpds_py-0.20.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:07924c1b938798797d60c6308fa8ad3b3f0201802f82e4a2c41bb3fafb44cc28"}, + {file = "rpds_py-0.20.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:4a5a844f68776a7715ecb30843b453f07ac89bad393431efbf7accca3ef599c1"}, + {file = "rpds_py-0.20.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:518d2ca43c358929bf08f9079b617f1c2ca6e8848f83c1225c88caeac46e6cbc"}, + {file = "rpds_py-0.20.1-cp38-none-win32.whl", hash = "sha256:3aea7eed3e55119635a74bbeb80b35e776bafccb70d97e8ff838816c124539f1"}, + {file = "rpds_py-0.20.1-cp38-none-win_amd64.whl", hash = "sha256:7dca7081e9a0c3b6490a145593f6fe3173a94197f2cb9891183ef75e9d64c425"}, + {file = "rpds_py-0.20.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:b41b6321805c472f66990c2849e152aff7bc359eb92f781e3f606609eac877ad"}, + {file = "rpds_py-0.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0a90c373ea2975519b58dece25853dbcb9779b05cc46b4819cb1917e3b3215b6"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16d4477bcb9fbbd7b5b0e4a5d9b493e42026c0bf1f06f723a9353f5153e75d30"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:84b8382a90539910b53a6307f7c35697bc7e6ffb25d9c1d4e998a13e842a5e83"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4888e117dd41b9d34194d9e31631af70d3d526efc363085e3089ab1a62c32ed1"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5265505b3d61a0f56618c9b941dc54dc334dc6e660f1592d112cd103d914a6db"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e75ba609dba23f2c95b776efb9dd3f0b78a76a151e96f96cc5b6b1b0004de66f"}, + {file = "rpds_py-0.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1791ff70bc975b098fe6ecf04356a10e9e2bd7dc21fa7351c1742fdeb9b4966f"}, + {file = "rpds_py-0.20.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d126b52e4a473d40232ec2052a8b232270ed1f8c9571aaf33f73a14cc298c24f"}, + {file = "rpds_py-0.20.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:c14937af98c4cc362a1d4374806204dd51b1e12dded1ae30645c298e5a5c4cb1"}, + {file = "rpds_py-0.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:3d089d0b88996df627693639d123c8158cff41c0651f646cd8fd292c7da90eaf"}, + {file = "rpds_py-0.20.1-cp39-none-win32.whl", hash = "sha256:653647b8838cf83b2e7e6a0364f49af96deec64d2a6578324db58380cff82aca"}, + {file = "rpds_py-0.20.1-cp39-none-win_amd64.whl", hash = "sha256:fa41a64ac5b08b292906e248549ab48b69c5428f3987b09689ab2441f267d04d"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7a07ced2b22f0cf0b55a6a510078174c31b6d8544f3bc00c2bcee52b3d613f74"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:68cb0a499f2c4a088fd2f521453e22ed3527154136a855c62e148b7883b99f9a"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa3060d885657abc549b2a0f8e1b79699290e5d83845141717c6c90c2df38311"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:95f3b65d2392e1c5cec27cff08fdc0080270d5a1a4b2ea1d51d5f4a2620ff08d"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2cc3712a4b0b76a1d45a9302dd2f53ff339614b1c29603a911318f2357b04dd2"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5d4eea0761e37485c9b81400437adb11c40e13ef513375bbd6973e34100aeb06"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f5179583d7a6cdb981151dd349786cbc318bab54963a192692d945dd3f6435d"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2fbb0ffc754490aff6dabbf28064be47f0f9ca0b9755976f945214965b3ace7e"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:a94e52537a0e0a85429eda9e49f272ada715506d3b2431f64b8a3e34eb5f3e75"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:92b68b79c0da2a980b1c4197e56ac3dd0c8a149b4603747c4378914a68706979"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:93da1d3db08a827eda74356f9f58884adb254e59b6664f64cc04cdff2cc19b0d"}, + {file = "rpds_py-0.20.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:754bbed1a4ca48479e9d4182a561d001bbf81543876cdded6f695ec3d465846b"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ca449520e7484534a2a44faf629362cae62b660601432d04c482283c47eaebab"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:9c4cb04a16b0f199a8c9bf807269b2f63b7b5b11425e4a6bd44bd6961d28282c"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb63804105143c7e24cee7db89e37cb3f3941f8e80c4379a0b355c52a52b6780"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:55cd1fa4ecfa6d9f14fbd97ac24803e6f73e897c738f771a9fe038f2f11ff07c"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0f8f741b6292c86059ed175d80eefa80997125b7c478fb8769fd9ac8943a16c0"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0fc212779bf8411667234b3cdd34d53de6c2b8b8b958e1e12cb473a5f367c338"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ad56edabcdb428c2e33bbf24f255fe2b43253b7d13a2cdbf05de955217313e6"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0a3a1e9ee9728b2c1734f65d6a1d376c6f2f6fdcc13bb007a08cc4b1ff576dc5"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:e13de156137b7095442b288e72f33503a469aa1980ed856b43c353ac86390519"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:07f59760ef99f31422c49038964b31c4dfcfeb5d2384ebfc71058a7c9adae2d2"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:59240685e7da61fb78f65a9f07f8108e36a83317c53f7b276b4175dc44151684"}, + {file = "rpds_py-0.20.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:83cba698cfb3c2c5a7c3c6bac12fe6c6a51aae69513726be6411076185a8b24a"}, + {file = "rpds_py-0.20.1.tar.gz", hash = "sha256:e1791c4aabd117653530dccd24108fa03cc6baf21f58b950d0a73c3b3b29a350"}, ] [[package]] @@ -1652,13 +1768,13 @@ files = [ [[package]] name = "tqdm" -version = "4.66.5" +version = "4.66.6" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"}, - {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"}, + {file = "tqdm-4.66.6-py3-none-any.whl", hash = "sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63"}, + {file = "tqdm-4.66.6.tar.gz", hash = "sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090"}, ] [package.dependencies] @@ -1737,108 +1853,99 @@ files = [ [[package]] name = "yarl" -version = "1.13.1" +version = "1.17.1" description = "Yet another URL library" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "yarl-1.13.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:82e692fb325013a18a5b73a4fed5a1edaa7c58144dc67ad9ef3d604eccd451ad"}, - {file = "yarl-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df4e82e68f43a07735ae70a2d84c0353e58e20add20ec0af611f32cd5ba43fb4"}, - {file = "yarl-1.13.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ec9dd328016d8d25702a24ee274932aebf6be9787ed1c28d021945d264235b3c"}, - {file = "yarl-1.13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5820bd4178e6a639b3ef1db8b18500a82ceab6d8b89309e121a6859f56585b05"}, - {file = "yarl-1.13.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:86c438ce920e089c8c2388c7dcc8ab30dfe13c09b8af3d306bcabb46a053d6f7"}, - {file = "yarl-1.13.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3de86547c820e4f4da4606d1c8ab5765dd633189791f15247706a2eeabc783ae"}, - {file = "yarl-1.13.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ca53632007c69ddcdefe1e8cbc3920dd88825e618153795b57e6ebcc92e752a"}, - {file = "yarl-1.13.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d4ee1d240b84e2f213565f0ec08caef27a0e657d4c42859809155cf3a29d1735"}, - {file = "yarl-1.13.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c49f3e379177f4477f929097f7ed4b0622a586b0aa40c07ac8c0f8e40659a1ac"}, - {file = "yarl-1.13.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:5c5e32fef09ce101fe14acd0f498232b5710effe13abac14cd95de9c274e689e"}, - {file = "yarl-1.13.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:ab9524e45ee809a083338a749af3b53cc7efec458c3ad084361c1dbf7aaf82a2"}, - {file = "yarl-1.13.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:b1481c048fe787f65e34cb06f7d6824376d5d99f1231eae4778bbe5c3831076d"}, - {file = "yarl-1.13.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:31497aefd68036d8e31bfbacef915826ca2e741dbb97a8d6c7eac66deda3b606"}, - {file = "yarl-1.13.1-cp310-cp310-win32.whl", hash = "sha256:1fa56f34b2236f5192cb5fceba7bbb09620e5337e0b6dfe2ea0ddbd19dd5b154"}, - {file = "yarl-1.13.1-cp310-cp310-win_amd64.whl", hash = "sha256:1bbb418f46c7f7355084833051701b2301092e4611d9e392360c3ba2e3e69f88"}, - {file = "yarl-1.13.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:216a6785f296169ed52cd7dcdc2612f82c20f8c9634bf7446327f50398732a51"}, - {file = "yarl-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:40c6e73c03a6befb85b72da213638b8aaa80fe4136ec8691560cf98b11b8ae6e"}, - {file = "yarl-1.13.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2430cf996113abe5aee387d39ee19529327205cda975d2b82c0e7e96e5fdabdc"}, - {file = "yarl-1.13.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9fb4134cc6e005b99fa29dbc86f1ea0a298440ab6b07c6b3ee09232a3b48f495"}, - {file = "yarl-1.13.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:309c104ecf67626c033845b860d31594a41343766a46fa58c3309c538a1e22b2"}, - {file = "yarl-1.13.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f90575e9fe3aae2c1e686393a9689c724cd00045275407f71771ae5d690ccf38"}, - {file = "yarl-1.13.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d2e1626be8712333a9f71270366f4a132f476ffbe83b689dd6dc0d114796c74"}, - {file = "yarl-1.13.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5b66c87da3c6da8f8e8b648878903ca54589038a0b1e08dde2c86d9cd92d4ac9"}, - {file = "yarl-1.13.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cf1ad338620249f8dd6d4b6a91a69d1f265387df3697ad5dc996305cf6c26fb2"}, - {file = "yarl-1.13.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9915300fe5a0aa663c01363db37e4ae8e7c15996ebe2c6cce995e7033ff6457f"}, - {file = "yarl-1.13.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:703b0f584fcf157ef87816a3c0ff868e8c9f3c370009a8b23b56255885528f10"}, - {file = "yarl-1.13.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:1d8e3ca29f643dd121f264a7c89f329f0fcb2e4461833f02de6e39fef80f89da"}, - {file = "yarl-1.13.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7055bbade838d68af73aea13f8c86588e4bcc00c2235b4b6d6edb0dbd174e246"}, - {file = "yarl-1.13.1-cp311-cp311-win32.whl", hash = "sha256:a3442c31c11088e462d44a644a454d48110f0588de830921fd201060ff19612a"}, - {file = "yarl-1.13.1-cp311-cp311-win_amd64.whl", hash = "sha256:81bad32c8f8b5897c909bf3468bf601f1b855d12f53b6af0271963ee67fff0d2"}, - {file = "yarl-1.13.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:f452cc1436151387d3d50533523291d5f77c6bc7913c116eb985304abdbd9ec9"}, - {file = "yarl-1.13.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9cec42a20eae8bebf81e9ce23fb0d0c729fc54cf00643eb251ce7c0215ad49fe"}, - {file = "yarl-1.13.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d959fe96e5c2712c1876d69af0507d98f0b0e8d81bee14cfb3f6737470205419"}, - {file = "yarl-1.13.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b8c837ab90c455f3ea8e68bee143472ee87828bff19ba19776e16ff961425b57"}, - {file = "yarl-1.13.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:94a993f976cdcb2dc1b855d8b89b792893220db8862d1a619efa7451817c836b"}, - {file = "yarl-1.13.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b2442a415a5f4c55ced0fade7b72123210d579f7d950e0b5527fc598866e62c"}, - {file = "yarl-1.13.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3fdbf0418489525231723cdb6c79e7738b3cbacbaed2b750cb033e4ea208f220"}, - {file = "yarl-1.13.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6b7f6e699304717fdc265a7e1922561b02a93ceffdaefdc877acaf9b9f3080b8"}, - {file = "yarl-1.13.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bcd5bf4132e6a8d3eb54b8d56885f3d3a38ecd7ecae8426ecf7d9673b270de43"}, - {file = "yarl-1.13.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:2a93a4557f7fc74a38ca5a404abb443a242217b91cd0c4840b1ebedaad8919d4"}, - {file = "yarl-1.13.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:22b739f99c7e4787922903f27a892744189482125cc7b95b747f04dd5c83aa9f"}, - {file = "yarl-1.13.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:2db874dd1d22d4c2c657807562411ffdfabec38ce4c5ce48b4c654be552759dc"}, - {file = "yarl-1.13.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4feaaa4742517eaceafcbe74595ed335a494c84634d33961214b278126ec1485"}, - {file = "yarl-1.13.1-cp312-cp312-win32.whl", hash = "sha256:bbf9c2a589be7414ac4a534d54e4517d03f1cbb142c0041191b729c2fa23f320"}, - {file = "yarl-1.13.1-cp312-cp312-win_amd64.whl", hash = "sha256:d07b52c8c450f9366c34aa205754355e933922c79135125541daae6cbf31c799"}, - {file = "yarl-1.13.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:95c6737f28069153c399d875317f226bbdea939fd48a6349a3b03da6829fb550"}, - {file = "yarl-1.13.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:cd66152561632ed4b2a9192e7f8e5a1d41e28f58120b4761622e0355f0fe034c"}, - {file = "yarl-1.13.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6a2acde25be0cf9be23a8f6cbd31734536a264723fca860af3ae5e89d771cd71"}, - {file = "yarl-1.13.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9a18595e6a2ee0826bf7dfdee823b6ab55c9b70e8f80f8b77c37e694288f5de1"}, - {file = "yarl-1.13.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a31d21089894942f7d9a8df166b495101b7258ff11ae0abec58e32daf8088813"}, - {file = "yarl-1.13.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:45f209fb4bbfe8630e3d2e2052535ca5b53d4ce2d2026bed4d0637b0416830da"}, - {file = "yarl-1.13.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f722f30366474a99745533cc4015b1781ee54b08de73260b2bbe13316079851"}, - {file = "yarl-1.13.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f3bf60444269345d712838bb11cc4eadaf51ff1a364ae39ce87a5ca8ad3bb2c8"}, - {file = "yarl-1.13.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:942c80a832a79c3707cca46bd12ab8aa58fddb34b1626d42b05aa8f0bcefc206"}, - {file = "yarl-1.13.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:44b07e1690f010c3c01d353b5790ec73b2f59b4eae5b0000593199766b3f7a5c"}, - {file = "yarl-1.13.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:396e59b8de7e4d59ff5507fb4322d2329865b909f29a7ed7ca37e63ade7f835c"}, - {file = "yarl-1.13.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:3bb83a0f12701c0b91112a11148b5217617982e1e466069d0555be9b372f2734"}, - {file = "yarl-1.13.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:c92b89bffc660f1274779cb6fbb290ec1f90d6dfe14492523a0667f10170de26"}, - {file = "yarl-1.13.1-cp313-cp313-win32.whl", hash = "sha256:269c201bbc01d2cbba5b86997a1e0f73ba5e2f471cfa6e226bcaa7fd664b598d"}, - {file = "yarl-1.13.1-cp313-cp313-win_amd64.whl", hash = "sha256:1d0828e17fa701b557c6eaed5edbd9098eb62d8838344486248489ff233998b8"}, - {file = "yarl-1.13.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8be8cdfe20787e6a5fcbd010f8066227e2bb9058331a4eccddec6c0db2bb85b2"}, - {file = "yarl-1.13.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:08d7148ff11cb8e886d86dadbfd2e466a76d5dd38c7ea8ebd9b0e07946e76e4b"}, - {file = "yarl-1.13.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4afdf84610ca44dcffe8b6c22c68f309aff96be55f5ea2fa31c0c225d6b83e23"}, - {file = "yarl-1.13.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0d12fe78dcf60efa205e9a63f395b5d343e801cf31e5e1dda0d2c1fb618073d"}, - {file = "yarl-1.13.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:298c1eecfd3257aa16c0cb0bdffb54411e3e831351cd69e6b0739be16b1bdaa8"}, - {file = "yarl-1.13.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c14c16831b565707149c742d87a6203eb5597f4329278446d5c0ae7a1a43928e"}, - {file = "yarl-1.13.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5a9bacedbb99685a75ad033fd4de37129449e69808e50e08034034c0bf063f99"}, - {file = "yarl-1.13.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:658e8449b84b92a4373f99305de042b6bd0d19bf2080c093881e0516557474a5"}, - {file = "yarl-1.13.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:373f16f38721c680316a6a00ae21cc178e3a8ef43c0227f88356a24c5193abd6"}, - {file = "yarl-1.13.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:45d23c4668d4925688e2ea251b53f36a498e9ea860913ce43b52d9605d3d8177"}, - {file = "yarl-1.13.1-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:f7917697bcaa3bc3e83db91aa3a0e448bf5cde43c84b7fc1ae2427d2417c0224"}, - {file = "yarl-1.13.1-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:5989a38ba1281e43e4663931a53fbf356f78a0325251fd6af09dd03b1d676a09"}, - {file = "yarl-1.13.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:11b3ca8b42a024513adce810385fcabdd682772411d95bbbda3b9ed1a4257644"}, - {file = "yarl-1.13.1-cp38-cp38-win32.whl", hash = "sha256:dcaef817e13eafa547cdfdc5284fe77970b891f731266545aae08d6cce52161e"}, - {file = "yarl-1.13.1-cp38-cp38-win_amd64.whl", hash = "sha256:7addd26594e588503bdef03908fc207206adac5bd90b6d4bc3e3cf33a829f57d"}, - {file = "yarl-1.13.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:a0ae6637b173d0c40b9c1462e12a7a2000a71a3258fa88756a34c7d38926911c"}, - {file = "yarl-1.13.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:576365c9f7469e1f6124d67b001639b77113cfd05e85ce0310f5f318fd02fe85"}, - {file = "yarl-1.13.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:78f271722423b2d4851cf1f4fa1a1c4833a128d020062721ba35e1a87154a049"}, - {file = "yarl-1.13.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9d74f3c335cfe9c21ea78988e67f18eb9822f5d31f88b41aec3a1ec5ecd32da5"}, - {file = "yarl-1.13.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1891d69a6ba16e89473909665cd355d783a8a31bc84720902c5911dbb6373465"}, - {file = "yarl-1.13.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fb382fd7b4377363cc9f13ba7c819c3c78ed97c36a82f16f3f92f108c787cbbf"}, - {file = "yarl-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c8854b9f80693d20cec797d8e48a848c2fb273eb6f2587b57763ccba3f3bd4b"}, - {file = "yarl-1.13.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bbf2c3f04ff50f16404ce70f822cdc59760e5e2d7965905f0e700270feb2bbfc"}, - {file = "yarl-1.13.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fb9f59f3848edf186a76446eb8bcf4c900fe147cb756fbbd730ef43b2e67c6a7"}, - {file = "yarl-1.13.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ef9b85fa1bc91c4db24407e7c4da93a5822a73dd4513d67b454ca7064e8dc6a3"}, - {file = "yarl-1.13.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:098b870c18f1341786f290b4d699504e18f1cd050ed179af8123fd8232513424"}, - {file = "yarl-1.13.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:8c723c91c94a3bc8033dd2696a0f53e5d5f8496186013167bddc3fb5d9df46a3"}, - {file = "yarl-1.13.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:44a4c40a6f84e4d5955b63462a0e2a988f8982fba245cf885ce3be7618f6aa7d"}, - {file = "yarl-1.13.1-cp39-cp39-win32.whl", hash = "sha256:84bbcdcf393139f0abc9f642bf03f00cac31010f3034faa03224a9ef0bb74323"}, - {file = "yarl-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:fc2931ac9ce9c61c9968989ec831d3a5e6fcaaff9474e7cfa8de80b7aff5a093"}, - {file = "yarl-1.13.1-py3-none-any.whl", hash = "sha256:6a5185ad722ab4dd52d5fb1f30dcc73282eb1ed494906a92d1a228d3f89607b0"}, - {file = "yarl-1.13.1.tar.gz", hash = "sha256:ec8cfe2295f3e5e44c51f57272afbd69414ae629ec7c6b27f5a410efc78b70a0"}, + {file = "yarl-1.17.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b1794853124e2f663f0ea54efb0340b457f08d40a1cef78edfa086576179c91"}, + {file = "yarl-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fbea1751729afe607d84acfd01efd95e3b31db148a181a441984ce9b3d3469da"}, + {file = "yarl-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8ee427208c675f1b6e344a1f89376a9613fc30b52646a04ac0c1f6587c7e46ec"}, + {file = "yarl-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3b74ff4767d3ef47ffe0cd1d89379dc4d828d4873e5528976ced3b44fe5b0a21"}, + {file = "yarl-1.17.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:62a91aefff3d11bf60e5956d340eb507a983a7ec802b19072bb989ce120cd948"}, + {file = "yarl-1.17.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:846dd2e1243407133d3195d2d7e4ceefcaa5f5bf7278f0a9bda00967e6326b04"}, + {file = "yarl-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e844be8d536afa129366d9af76ed7cb8dfefec99f5f1c9e4f8ae542279a6dc3"}, + {file = "yarl-1.17.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc7c92c1baa629cb03ecb0c3d12564f172218fb1739f54bf5f3881844daadc6d"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ae3476e934b9d714aa8000d2e4c01eb2590eee10b9d8cd03e7983ad65dfbfcba"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:c7e177c619342e407415d4f35dec63d2d134d951e24b5166afcdfd1362828e17"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:64cc6e97f14cf8a275d79c5002281f3040c12e2e4220623b5759ea7f9868d6a5"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:84c063af19ef5130084db70ada40ce63a84f6c1ef4d3dbc34e5e8c4febb20822"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:482c122b72e3c5ec98f11457aeb436ae4aecca75de19b3d1de7cf88bc40db82f"}, + {file = "yarl-1.17.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:380e6c38ef692b8fd5a0f6d1fa8774d81ebc08cfbd624b1bca62a4d4af2f9931"}, + {file = "yarl-1.17.1-cp310-cp310-win32.whl", hash = "sha256:16bca6678a83657dd48df84b51bd56a6c6bd401853aef6d09dc2506a78484c7b"}, + {file = "yarl-1.17.1-cp310-cp310-win_amd64.whl", hash = "sha256:561c87fea99545ef7d692403c110b2f99dced6dff93056d6e04384ad3bc46243"}, + {file = "yarl-1.17.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:cbad927ea8ed814622305d842c93412cb47bd39a496ed0f96bfd42b922b4a217"}, + {file = "yarl-1.17.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fca4b4307ebe9c3ec77a084da3a9d1999d164693d16492ca2b64594340999988"}, + {file = "yarl-1.17.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ff5c6771c7e3511a06555afa317879b7db8d640137ba55d6ab0d0c50425cab75"}, + {file = "yarl-1.17.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b29beab10211a746f9846baa39275e80034e065460d99eb51e45c9a9495bcca"}, + {file = "yarl-1.17.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1a52a1ffdd824fb1835272e125385c32fd8b17fbdefeedcb4d543cc23b332d74"}, + {file = "yarl-1.17.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:58c8e9620eb82a189c6c40cb6b59b4e35b2ee68b1f2afa6597732a2b467d7e8f"}, + {file = "yarl-1.17.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d216e5d9b8749563c7f2c6f7a0831057ec844c68b4c11cb10fc62d4fd373c26d"}, + {file = "yarl-1.17.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:881764d610e3269964fc4bb3c19bb6fce55422828e152b885609ec176b41cf11"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8c79e9d7e3d8a32d4824250a9c6401194fb4c2ad9a0cec8f6a96e09a582c2cc0"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:299f11b44d8d3a588234adbe01112126010bd96d9139c3ba7b3badd9829261c3"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:cc7d768260f4ba4ea01741c1b5fe3d3a6c70eb91c87f4c8761bbcce5181beafe"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:de599af166970d6a61accde358ec9ded821234cbbc8c6413acfec06056b8e860"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2b24ec55fad43e476905eceaf14f41f6478780b870eda5d08b4d6de9a60b65b4"}, + {file = "yarl-1.17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9fb815155aac6bfa8d86184079652c9715c812d506b22cfa369196ef4e99d1b4"}, + {file = "yarl-1.17.1-cp311-cp311-win32.whl", hash = "sha256:7615058aabad54416ddac99ade09a5510cf77039a3b903e94e8922f25ed203d7"}, + {file = "yarl-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:14bc88baa44e1f84164a392827b5defb4fa8e56b93fecac3d15315e7c8e5d8b3"}, + {file = "yarl-1.17.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:327828786da2006085a4d1feb2594de6f6d26f8af48b81eb1ae950c788d97f61"}, + {file = "yarl-1.17.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cc353841428d56b683a123a813e6a686e07026d6b1c5757970a877195f880c2d"}, + {file = "yarl-1.17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c73df5b6e8fabe2ddb74876fb82d9dd44cbace0ca12e8861ce9155ad3c886139"}, + {file = "yarl-1.17.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bdff5e0995522706c53078f531fb586f56de9c4c81c243865dd5c66c132c3b5"}, + {file = "yarl-1.17.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:06157fb3c58f2736a5e47c8fcbe1afc8b5de6fb28b14d25574af9e62150fcaac"}, + {file = "yarl-1.17.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1654ec814b18be1af2c857aa9000de7a601400bd4c9ca24629b18486c2e35463"}, + {file = "yarl-1.17.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f6595c852ca544aaeeb32d357e62c9c780eac69dcd34e40cae7b55bc4fb1147"}, + {file = "yarl-1.17.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:459e81c2fb920b5f5df744262d1498ec2c8081acdcfe18181da44c50f51312f7"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7e48cdb8226644e2fbd0bdb0a0f87906a3db07087f4de77a1b1b1ccfd9e93685"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:d9b6b28a57feb51605d6ae5e61a9044a31742db557a3b851a74c13bc61de5172"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e594b22688d5747b06e957f1ef822060cb5cb35b493066e33ceac0cf882188b7"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5f236cb5999ccd23a0ab1bd219cfe0ee3e1c1b65aaf6dd3320e972f7ec3a39da"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:a2a64e62c7a0edd07c1c917b0586655f3362d2c2d37d474db1a509efb96fea1c"}, + {file = "yarl-1.17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d0eea830b591dbc68e030c86a9569826145df485b2b4554874b07fea1275a199"}, + {file = "yarl-1.17.1-cp312-cp312-win32.whl", hash = "sha256:46ddf6e0b975cd680eb83318aa1d321cb2bf8d288d50f1754526230fcf59ba96"}, + {file = "yarl-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:117ed8b3732528a1e41af3aa6d4e08483c2f0f2e3d3d7dca7cf538b3516d93df"}, + {file = "yarl-1.17.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5d1d42556b063d579cae59e37a38c61f4402b47d70c29f0ef15cee1acaa64488"}, + {file = "yarl-1.17.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c0167540094838ee9093ef6cc2c69d0074bbf84a432b4995835e8e5a0d984374"}, + {file = "yarl-1.17.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2f0a6423295a0d282d00e8701fe763eeefba8037e984ad5de44aa349002562ac"}, + {file = "yarl-1.17.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5b078134f48552c4d9527db2f7da0b5359abd49393cdf9794017baec7506170"}, + {file = "yarl-1.17.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d401f07261dc5aa36c2e4efc308548f6ae943bfff20fcadb0a07517a26b196d8"}, + {file = "yarl-1.17.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b5f1ac7359e17efe0b6e5fec21de34145caef22b260e978336f325d5c84e6938"}, + {file = "yarl-1.17.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f63d176a81555984e91f2c84c2a574a61cab7111cc907e176f0f01538e9ff6e"}, + {file = "yarl-1.17.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e275792097c9f7e80741c36de3b61917aebecc08a67ae62899b074566ff8556"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:81713b70bea5c1386dc2f32a8f0dab4148a2928c7495c808c541ee0aae614d67"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:aa46dce75078fceaf7cecac5817422febb4355fbdda440db55206e3bd288cfb8"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:1ce36ded585f45b1e9bb36d0ae94765c6608b43bd2e7f5f88079f7a85c61a4d3"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:2d374d70fdc36f5863b84e54775452f68639bc862918602d028f89310a034ab0"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:2d9f0606baaec5dd54cb99667fcf85183a7477f3766fbddbe3f385e7fc253299"}, + {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b0341e6d9a0c0e3cdc65857ef518bb05b410dbd70d749a0d33ac0f39e81a4258"}, + {file = "yarl-1.17.1-cp313-cp313-win32.whl", hash = "sha256:2e7ba4c9377e48fb7b20dedbd473cbcbc13e72e1826917c185157a137dac9df2"}, + {file = "yarl-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:949681f68e0e3c25377462be4b658500e85ca24323d9619fdc41f68d46a1ffda"}, + {file = "yarl-1.17.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8994b29c462de9a8fce2d591028b986dbbe1b32f3ad600b2d3e1c482c93abad6"}, + {file = "yarl-1.17.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f9cbfbc5faca235fbdf531b93aa0f9f005ec7d267d9d738761a4d42b744ea159"}, + {file = "yarl-1.17.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b40d1bf6e6f74f7c0a567a9e5e778bbd4699d1d3d2c0fe46f4b717eef9e96b95"}, + {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5efe0661b9fcd6246f27957f6ae1c0eb29bc60552820f01e970b4996e016004"}, + {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b5c4804e4039f487e942c13381e6c27b4b4e66066d94ef1fae3f6ba8b953f383"}, + {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b5d6a6c9602fd4598fa07e0389e19fe199ae96449008d8304bf5d47cb745462e"}, + {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f4c9156c4d1eb490fe374fb294deeb7bc7eaccda50e23775b2354b6a6739934"}, + {file = "yarl-1.17.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6324274b4e0e2fa1b3eccb25997b1c9ed134ff61d296448ab8269f5ac068c4c"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d8a8b74d843c2638f3864a17d97a4acda58e40d3e44b6303b8cc3d3c44ae2d29"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:7fac95714b09da9278a0b52e492466f773cfe37651cf467a83a1b659be24bf71"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:c180ac742a083e109c1a18151f4dd8675f32679985a1c750d2ff806796165b55"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:578d00c9b7fccfa1745a44f4eddfdc99d723d157dad26764538fbdda37209857"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:1a3b91c44efa29e6c8ef8a9a2b583347998e2ba52c5d8280dbd5919c02dfc3b5"}, + {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a7ac5b4984c468ce4f4a553df281450df0a34aefae02e58d77a0847be8d1e11f"}, + {file = "yarl-1.17.1-cp39-cp39-win32.whl", hash = "sha256:7294e38f9aa2e9f05f765b28ffdc5d81378508ce6dadbe93f6d464a8c9594473"}, + {file = "yarl-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:eb6dce402734575e1a8cc0bb1509afca508a400a57ce13d306ea2c663bad1138"}, + {file = "yarl-1.17.1-py3-none-any.whl", hash = "sha256:f1790a4b1e8e8e028c391175433b9c8122c39b46e1663228158e61e6f915bf06"}, + {file = "yarl-1.17.1.tar.gz", hash = "sha256:067a63fcfda82da6b198fa73079b1ca40b7c9b7994995b6ee38acda728b64d47"}, ] [package.dependencies] idna = ">=2.0" multidict = ">=4.0" +propcache = ">=0.2.0" [[package]] name = "zipp" diff --git a/pyproject.toml b/pyproject.toml index 5390c2d..9551243 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -2,7 +2,7 @@ name = "heal" version = "0.1.2" description = "HEAL Platform SDK" -authors = ["Center for Translational Data Science at the University of Chicago <support@datacommons.io>"] +authors = ["Center for Translational Data Science at the University of Chicago <support@gen3.org>"] license = "Apache-2.0" packages = [ { include = "heal" }, diff --git a/tests/conftest.py b/tests/conftest.py index 86b9f4d..31b75a4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,3 +1,4 @@ +import json import pytest from heal.vlmd.config import ( @@ -5,7 +6,9 @@ ALLOWED_SCHEMA_TYPES, CSV_SCHEMA, JSON_SCHEMA, + JSON_SCHEMA_VERSION, ) +from heal.vlmd.utils import clean_json_fields @pytest.fixture() @@ -34,7 +37,7 @@ def invalid_csv_schema(): return { "type": "array", "items": { - "version": "0.3.2", + "version": JSON_SCHEMA_VERSION, "properties": { "title": 5, "items": { @@ -61,3 +64,87 @@ def invalid_json_schema(): }, }, } + + +@pytest.fixture() +def valid_array_data(): + return [ + { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "format": "", + "constraints.maxLength": "", + "constraints.enum": "", + "constraints.pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + "constraints.maximum": "", + "constraints.minimum": "", + "enumLabels": "", + "enumOrdered": "", + "missingValues": "", + "trueValues": "", + "falseValues": "", + "custom.notes": "This is a note", + }, + { + "section": "Demographics", + "name": "race", + "title": "Race", + "description": "Self-reported race", + "type": "integer", + "format": "", + "constraints.maxLength": "", + "constraints.enum": "1|2|3|4|5|6|7|8", + "constraints.pattern": "", + "constraints.maximum": "", + "constraints.minimum": "", + "enumLabels": "1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported", + "enumOrdered": "", + "missingValues": "99", + "trueValues": "", + "falseValues": "", + "custom.notes": "This is a custom note", + }, + ] + + +@pytest.fixture() +def valid_json_data(): + with open("tests/test_data/vlmd/valid/vlmd_valid.json", "r") as f: + data = json.load(f) + return data + + +@pytest.fixture() +def valid_json_output(): + header = {"schemaVersion": JSON_SCHEMA_VERSION} + with open("tests/test_data/vlmd/valid/vlmd_valid.json", "r") as f: + data = json.load(f) + header.update(data) + return header + + +@pytest.fixture() +def valid_converted_csv_to_json(): + with open("tests/test_data/vlmd/valid/vlmd_csv_to_json.json", "r") as f: + data = json.load(f) + return data + + +@pytest.fixture() +def valid_csv_output(): + with open("tests/test_data/vlmd/valid/vlmd_csv_to_csv.json", "r") as f: + data = json.load(f) + return data + + +@pytest.fixture() +def valid_converted_csv_to_json_output(): + with open("tests/test_data/vlmd/valid/vlmd_csv_to_json.json", "r") as f: + data = json.load(f) + data["fields"] = clean_json_fields(data["fields"]) + header = {"schemaVersion": JSON_SCHEMA_VERSION, "title": "HEAL Data Dictionary"} + header.update(data) + return header diff --git a/tests/test_data/vlmd/invalid/vlmd_additional_properties.json b/tests/test_data/vlmd/invalid/vlmd_additional_properties.json new file mode 100644 index 0000000..9c4a84c --- /dev/null +++ b/tests/test_data/vlmd/invalid/vlmd_additional_properties.json @@ -0,0 +1,17 @@ +{ + "title": "Example VLMD", + "description": "This is an example description", + "fields": [ + { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "encoding": "this is not in the schema", + "constraints": { + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]" + } + } + ] +} diff --git a/tests/test_data/vlmd/invalid/vlmd_missing_description.csv b/tests/test_data/vlmd/invalid/vlmd_missing_description.csv index f16d928..8b3103d 100644 --- a/tests/test_data/vlmd/invalid/vlmd_missing_description.csv +++ b/tests/test_data/vlmd/invalid/vlmd_missing_description.csv @@ -1,3 +1,3 @@ -title,type,format,constraints.maxLength,constraints.enum,constraints.pattern,constraints.maximum,constraints.minimum,enumLabels,enumOrdered,missingValues,trueValues,falseValues,custom.notes -Participant Id,string,,hello,,[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9],,,,,,,,This is a note -Race,integer,,,1|2|3|4|5|6|7|8,,,,1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported,,99,,,This is a custom note +title,name,type,format,constraints.maxLength,constraints.enum,constraints.pattern,constraints.maximum,constraints.minimum,enumLabels,enumOrdered,missingValues,trueValues,falseValues,custom.notes +Participant Id,particpant_id,string,,5,,[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9],,,,,,,,This is a note +Race,race,integer,,,1|2|3|4|5|6|7|8,,,,1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported,,99,,,This is a custom note diff --git a/tests/test_data/vlmd/invalid/vlmd_missing_description.tsv b/tests/test_data/vlmd/invalid/vlmd_missing_description.tsv new file mode 100644 index 0000000..a34f9d8 --- /dev/null +++ b/tests/test_data/vlmd/invalid/vlmd_missing_description.tsv @@ -0,0 +1,3 @@ +section name title type format constraints.maxLength constraints.enum constraints.pattern constraints.maximum constraints.minimum enumLabels enumOrdered missingValues trueValues falseValues custom.notes +Enrollment participant_id Participant Id string [A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9] This is a note +Demographics race Race integer 1|2|3|4|5|6|7|8 1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported 99 This is a custom note diff --git a/tests/test_data/vlmd/invalid/vlmd_missing_name.csv b/tests/test_data/vlmd/invalid/vlmd_missing_name.csv new file mode 100644 index 0000000..de3515e --- /dev/null +++ b/tests/test_data/vlmd/invalid/vlmd_missing_name.csv @@ -0,0 +1,3 @@ +section,title,description,type,format,constraints.maxLength,constraints.enum,constraints.pattern,constraints.maximum,constraints.minimum,enumLabels,enumOrdered,missingValues,trueValues,falseValues,custom.notes +Enrollment,Participant Id,Unique identifier for participant,string,,,,[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9],,,,,,,,This is a note +Demographics,Race,Self-reported race,integer,,,1|2|3|4|5|6|7|8,,,,1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported,,99,,,This is a custom note diff --git a/tests/test_data/vlmd/invalid/vlmd_missing_name.json b/tests/test_data/vlmd/invalid/vlmd_missing_name.json new file mode 100644 index 0000000..cdc3759 --- /dev/null +++ b/tests/test_data/vlmd/invalid/vlmd_missing_name.json @@ -0,0 +1,15 @@ +{ + "title": "Example VLMD", + "description": "This is an example description", + "fields": [ + { + "section": "Enrollment", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "constraints": { + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]" + } + } + ] +} diff --git a/tests/test_data/vlmd/invalid/vlmd_missing_name.tsv b/tests/test_data/vlmd/invalid/vlmd_missing_name.tsv new file mode 100644 index 0000000..cf4c3c4 --- /dev/null +++ b/tests/test_data/vlmd/invalid/vlmd_missing_name.tsv @@ -0,0 +1,3 @@ +section title description type format constraints.maxLength constraints.enum constraints.pattern constraints.maximum constraints.minimum enumLabels enumOrdered missingValues trueValues falseValues custom.notes +Enrollment Participant Id Unique identifier for participant string [A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9] This is a note +Demographics Race Self-reported race integer 1|2|3|4|5|6|7|8 1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported 99 This is a custom note diff --git a/tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.json b/tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.json index 5500501..5a8fa5f 100644 --- a/tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.json +++ b/tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.json @@ -5,6 +5,7 @@ { "section": "Enrollment", "name": "participant_id", + "description": "Unique identifier for participant", "title": "Participant Id", "type": "string", "constraints": { diff --git a/tests/test_data/vlmd/valid/vlmd_csv_to_csv.json b/tests/test_data/vlmd/valid/vlmd_csv_to_csv.json new file mode 100644 index 0000000..607ac7a --- /dev/null +++ b/tests/test_data/vlmd/valid/vlmd_csv_to_csv.json @@ -0,0 +1,41 @@ +{ + "fields": [ + { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "format": "", + "constraints.maxLength": "", + "constraints.enum": "","constraints.pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + "constraints.maximum": "", + "constraints.minimum": "", + "enumLabels": "", + "enumOrdered": "", + "missingValues": "", + "trueValues": "", + "falseValues": "", + "custom.notes": "This is a note" + }, + { + "section": "Demographics", + "name": "race", + "title": "Race", + "description": "Self-reported race", + "type": "integer", + "format": "", + "constraints.maxLength": "", + "constraints.enum": "1|2|3|4|5|6|7|8", + "constraints.pattern": "", + "constraints.maximum": "", + "constraints.minimum": "", + "enumLabels": "1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported", + "enumOrdered": "", + "missingValues": "99", + "trueValues": "", + "falseValues": "", + "custom.notes": "This is a custom note" + } + ] +} diff --git a/tests/test_data/vlmd/valid/vlmd_csv_to_json.json b/tests/test_data/vlmd/valid/vlmd_csv_to_json.json new file mode 100644 index 0000000..57a0c1f --- /dev/null +++ b/tests/test_data/vlmd/valid/vlmd_csv_to_json.json @@ -0,0 +1,48 @@ +{ + "custom": { + "notes": "This is a custom note" + }, + "fields": [ + { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "format": "", + "constraints": { + "maxLength": "", + "enum": "", + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + "maximum": "", + "minimum": "" + }, + "enumLabels": "", + "enumOrdered": "", + "missingValues": "", + "trueValues": "", + "falseValues": "" + }, + { + "section": "Demographics", + "name": "race", + "title": "Race", + "description": "Self-reported race", + "type": "integer", + "format": "", + "constraints": { + "maxLength": "", + "enum": ["1", "2", "3", "4", "5", "6", "7", "8"], + "pattern": "", + "maximum": "", + "minimum": "" + }, + "enumLabels": { + "1": "White", "2": "Black or African American", "3": "American Indian or Alaska Native", "4": "Native", "5": "Hawaiian or Other Pacific Islander", "6": "Asian", "7": "Some other race", "8": "Multiracial", "99": "Not reported" + }, + "enumOrdered": "", + "missingValues": ["99"], + "trueValues": "", "falseValues": "" + } + ] +} diff --git a/tests/test_data/vlmd/valid/vlmd_valid_output.json b/tests/test_data/vlmd/valid/vlmd_valid_output.json new file mode 100644 index 0000000..83462f1 --- /dev/null +++ b/tests/test_data/vlmd/valid/vlmd_valid_output.json @@ -0,0 +1,83 @@ +{ + "schemaVersion": "0.3.2", + "title": "Example VLMD", + "description": "This is an example description", + "fields": [ + { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "constraints": + { + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]" + } + }, + { + "section": "Demographics", + "name": "race", + "title": "Race", + "description": "Self-reported race", + "type": "integer", + "constraints":{ + "enum": ["1", "2", "3", "4", "5", "6", "7", "8"] + }, + "enumLabels": { + "1": "White", + "2": "Black or African American", + "3": "American Indian or Alaska Native", + "4": "Native", + "5": "Hawaiian or Other Pacific Islander", + "6": "Asian", + "7": "Some other race", + "8": "Multiracial", + "99": "Not reported" + }, + "missingValues": ["99"] + }, + { + "section": "Demographics", + "name": "age", + "title": "Age", + "description": "What is your age? (age at enrollment)", + "type": "integer", + "constraints": {"maximum": 90, "minimum": 0} + }, + { + "section": "Demographics", + "name": "hispanic", + "title": "Hispanic, Latino, or Spanish Origin", + "description": "Are you of Hispanic, Latino, or Spanish origin?", + "type": "boolean", + "missingValues": ["Not reported"], + "trueValues": ["No"], + "falseValues": ["Yes"] + }, + { + "section": "Demographics", + "name": "sex_at_birth", + "title": "Sex at Birth", + "description": "The self-reported sex of the participant/subject at birth", + "type": "string", + "constraints": { + "enum": ["Male", "Female", "Intersex", "None of these describe me", "Prefer not to answer", "Unknown"] + }, + "missingValues": ["Prefer not to answer", "Unknown"] + }, + { + "section": "Substance Use", + "name": "SU4", + "title": "Heroin Days Used", + "description": "During the past 30 days how many days did you use heroin (alone or mixed with other drugs)?] [Write 0 days if no use]", + "type": "integer" + }, + { + "section": "Biomeasures", + "name": "pulse_rate", + "title": "Pulse Rate", + "description": "Heart rate measured at systemic artery", + "type": "number" + } + ] +} diff --git a/tests/test_vlmd_conversion.py b/tests/test_vlmd_conversion.py new file mode 100644 index 0000000..ccb9929 --- /dev/null +++ b/tests/test_vlmd_conversion.py @@ -0,0 +1,50 @@ +from jsonschema import ValidationError +import pytest + +from heal.vlmd.extract.conversion import convert_to_vlmd + + +def test_convert_valid_json_input(valid_json_output): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.json" + input_type = "json-template" + result = convert_to_vlmd(input_file, input_type=input_type) + + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == [ + "schemaVersion", + "title", + "description", + "fields", + ] + assert list(result.get("templatecsv").keys()) == ["title", "description", "fields"] + assert result.get("templatejson") == valid_json_output + + +def test_convert_valid_csv_input(valid_json_output): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" + input_type = "csv-data-dict" + result = convert_to_vlmd(input_file, input_type=input_type) + + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == [ + "schemaVersion", + "title", + "custom", + "fields", + ] + assert list(result.get("templatecsv").keys()) == ["fields"] + + +def test_convert_unknown_input_type(): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.json" + input_type = "txt" + data_dictionary_props = {} + with pytest.raises(ValueError) as e: + convert_to_vlmd( + input_file, + input_type=input_type, + data_dictionary_props=data_dictionary_props, + ) + + expected_message = f"Unexpected input_type '{input_type}'" + assert expected_message in str(e.value) diff --git a/tests/test_vlmd_csv_conversion.py b/tests/test_vlmd_csv_conversion.py new file mode 100644 index 0000000..51ed9ad --- /dev/null +++ b/tests/test_vlmd_csv_conversion.py @@ -0,0 +1,29 @@ +from heal.vlmd.extract.csv_dict_conversion import convert_datadict_csv + + +def test_csv_conversion_valid_file(valid_csv_output, valid_converted_csv_to_json): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" + data_dictionary_props = {} + + result = convert_datadict_csv( + input_file, data_dictionary_props=data_dictionary_props + ) + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == ["custom", "fields"] + assert list(result.get("templatecsv").keys()) == ["fields"] + assert result.get("templatejson") == valid_converted_csv_to_json + assert result.get("templatecsv") == valid_csv_output + + +def test_csv_conversion_valid_data( + valid_array_data, valid_csv_output, valid_converted_csv_to_json +): + data_dictionary_props = {} + result = convert_datadict_csv( + valid_array_data, data_dictionary_props=data_dictionary_props + ) + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == ["custom", "fields"] + assert list(result.get("templatecsv").keys()) == ["fields"] + assert result.get("templatejson") == valid_converted_csv_to_json + assert result.get("templatecsv") == valid_csv_output diff --git a/tests/test_vlmd_csv_validator.py b/tests/test_vlmd_csv_validator.py deleted file mode 100644 index bc29c1e..0000000 --- a/tests/test_vlmd_csv_validator.py +++ /dev/null @@ -1,53 +0,0 @@ -from unittest.mock import patch -from jsonschema import SchemaError, ValidationError -import pytest - -from heal.vlmd.validate.csv_validator import vlmd_validate_csv - - -@pytest.mark.parametrize("test_schema_type", ["auto", "csv"]) -def test_valid_csv(test_schema_type): - test_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" - - result = vlmd_validate_csv(test_file, test_schema_type) - assert result == True - - -@pytest.mark.parametrize("test_schema_type", ["auto", "csv"]) -def test_invalid_csv(test_schema_type): - test_file = "tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.csv" - - with pytest.raises(ValidationError) as e: - vlmd_validate_csv(test_file, test_schema_type) - expected_message = "'foo' is not valid under any of the given schemas" - assert expected_message in str(e.value) - - -@pytest.mark.parametrize("test_schema_type", ["auto", "csv"]) -def test_read_non_delim_data_in_csv(test_schema_type): - test_file = "tests/test_data/vlmd/invalid/vlmd_text_data.csv" - - with pytest.raises(ValueError) as e: - vlmd_validate_csv(test_file, test_schema_type) - expected_message = "Could not read data from file" - assert expected_message in str(e.value) - - -def test_unallowed_schema_type(allowed_schema_types): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.csv" - with pytest.raises(ValueError) as e: - vlmd_validate_csv(input_file=test_file, schema_type="txt") - expected_message = f"Schema type must be in {allowed_schema_types}" - assert expected_message in str(e.value) - - -def test_invalid_csv_schema(invalid_csv_schema): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.csv" - - with patch("heal.vlmd.validate.csv_validator.get_schema") as mock_get_schema: - mock_get_schema.return_value = invalid_csv_schema - with pytest.raises(SchemaError) as e: - vlmd_validate_csv(input_file=test_file, schema_type="csv") - expected_message = "is not valid under any of the given schemas" - print(f"Got message {str(e.value)}") - assert expected_message in str(e.value) diff --git a/tests/test_vlmd_extract.py b/tests/test_vlmd_extract.py new file mode 100644 index 0000000..96971ec --- /dev/null +++ b/tests/test_vlmd_extract.py @@ -0,0 +1,123 @@ +import json +import os +from unittest.mock import patch + +from jsonschema import ValidationError +import pytest + +from heal.vlmd.config import ALLOWED_OUTPUT_TYPES, OUTPUT_FILE_PREFIX +from heal.vlmd.extract.extract import vlmd_extract, ExtractionError + + +@pytest.mark.parametrize( + "file_type, output_type", + [ + ("csv", "csv"), + ("csv", "json"), + ("json", "csv"), + ("json", "json"), + ("tsv", "csv"), + ("tsv", "json"), + ], +) +def test_extract_valid_input(file_type, output_type, tmp_path): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" + expected_file_name = f"{tmp_path}/{OUTPUT_FILE_PREFIX}_vlmd_valid.{output_type}" + + result = vlmd_extract(input_file, output_dir=tmp_path, output_type=output_type) + assert result + assert os.path.isfile(expected_file_name) + if output_type == "json": + with open(expected_file_name, "r") as f: + data = json.load(f) + assert "fields" in data.keys() + assert "schemaVersion" in data.keys() + + +@pytest.mark.parametrize( + "input_file, expected_message, error_type", + [ + ( + "tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.csv", + "could not convert string to float: 'foo'", + ExtractionError, + ), + ( + "tests/test_data/vlmd/invalid/vlmd_missing_description.csv", + "'description' is a required property", + ExtractionError, + ), + ( + "tests/test_data/vlmd/invalid/vlmd_missing_name.csv", + "'name' is a required property", + ExtractionError, + ), + ], +) +def test_extract_invalid_input(input_file, expected_message, error_type): + with pytest.raises(error_type) as e: + vlmd_extract(input_file) + assert expected_message in str(e.value) + + +def test_extract_unallowed_input_type(): + input_file = f"tests/test_data/vlmd/invalid/vlmd_invalid.txt" + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file) + expected_message = "Input file must be one of" + assert expected_message in str(e.value) + + +def test_extract_unallowed_file_type(): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file, file_type="txt") + expected_message = "File type must be one of" + assert expected_message in str(e.value) + + +def test_extract_input_does_not_exist(tmp_path): + input_file = f"{tmp_path}/foo.csv" + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file) + expected_message = f"Input file does not exist: {input_file}" + assert expected_message in str(e.value) + + +def test_extract_unallowed_output(): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + unallowed_output = "txt" + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file, file_type="json", output_type=unallowed_output) + expected_message = f"Unrecognized output_type '{unallowed_output}' - should be in {ALLOWED_OUTPUT_TYPES}" + assert expected_message in str(e.value) + + +def test_extract_failed_dict_write(): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + fail_message = "Error in writing converted dictionary" + with patch("heal.vlmd.extract.extract.write_vlmd_dict") as mock_write: + mock_write.side_effect = Exception("some exception") + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file, output_type="csv") + assert fail_message in str(e.value) + + +def test_extract_invalid_converted_data(): + # convert csv to invalid json + input_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" + fail_message = "Failed extraction" + + with patch("heal.vlmd.extract.extract.vlmd_validate") as mock_validate: + mock_validate.side_effect = ExtractionError(fail_message) + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file, output_type="json") + assert fail_message in str(e.value) + + # convert json to invalid csv + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + with patch("heal.vlmd.extract.extract.vlmd_validate") as mock_validate: + mock_validate.side_effect = ExtractionError(fail_message) + with pytest.raises(ExtractionError) as e: + vlmd_extract(input_file, output_type="csv") + assert fail_message in str(e.value) diff --git a/tests/test_vlmd_extract_utils.py b/tests/test_vlmd_extract_utils.py new file mode 100644 index 0000000..99bc949 --- /dev/null +++ b/tests/test_vlmd_extract_utils.py @@ -0,0 +1,177 @@ +import json +from pathlib import Path +from jsonschema import ValidationError +import pytest + +from heal.vlmd.extract.utils import ( + embed_data_dictionary_props, + parse_list_str, + refactor_field_props, + unflatten_from_jsonpath, +) + +schema_version = {"schemaVersion": {"type": "string"}} +another_field_to_rearrange = { + "anotherFieldToEmbed": { + "items": {"type": "object", "properties": {"thisone": {"type": "string"}}} + } +} +schema_to_rearrange = { + "version": "0.2.0", + "$schema": "http://json-schema.org/draft-07/schema#", + "$id": "test", + "type": "object", + "properties": { + "title": {"type": "string"}, + "description": {"type": "string"}, + **schema_version, + **another_field_to_rearrange, + "anotherFieldToEmbed": { + "items": { + "type": "object", + "properties": {"thisone": {"type": "string"}}, + } + }, + "fields": { + "type": "array", + "items": { + "properties": { + "type": "object", + "some_field": {"type": "string"}, + **schema_version, + **another_field_to_rearrange, + } + }, + }, + }, +} + + +def test_unflatten_from_jsonpath(): + input = { + "module": "Testing", + "constraints.enum": "1|2|3|4", + "standardsMappings[1].item.url": "http//:helloitem1", + "standardsMappings[0].item.url": "http//:helloitem0", + "standardsMappings[0].instrument.url": "http//:helloworld0", + "standardsMappings[1].instrument.url": "http//:helloworld1", + "standardsMappings[2].item.url": "http//:helloitem2", + "test1.test2.test3[1]": "test3_1", + "test1.test2.test3[0].test4": "test4_1", + } + + output = { + "module": "Testing", + "constraints": {"enum": "1|2|3|4"}, + "standardsMappings": [ + { + "item": {"url": "http//:helloitem0"}, + "instrument": {"url": "http//:helloworld0"}, + }, + { + "item": {"url": "http//:helloitem1"}, + "instrument": {"url": "http//:helloworld1"}, + }, + {"item": {"url": "http//:helloitem2"}}, + ], + "test1": {"test2": {"test3": [{"test4": "test4_1"}, {"test3": "test3_1"}]}}, + } + field_json = unflatten_from_jsonpath(input) + assert ( + field_json == output + ), "Problem with converting input dictionary to output dictionary" + + +@pytest.mark.parametrize( + "invalid_input, invalid_name", + [ + ( + { + "module": "Testing", + "constraints.enum": "1|2|3|4", + "standardsMappings[1].item.url": "http//:helloitem1", + "standardsMappings['some_string'].item.url": "http//:helloitem0", + "standardsMappings[2].item.url": "http//:helloitem2", + }, + "standardsMappings['some_string']", + ), + ( + { + "module": "Testing", + "constraints.enum": "1|2|3|4", + "[1].item.url": "http//:helloitem1", + "standardsMappings[0].item.url": "http//:helloitem0", + "standardsMappings[2].item.url": "http//:helloitem2", + }, + "[1]", + ), + ( + { + "module": "Testing", + "constraints.enum": "1|2|3|4", + "standardsMappings[1).item.url": "http//:helloitem1", + "standardsMappings[0].item.url": "http//:helloitem0", + "standardsMappings[2].item.url": "http//:helloitem2", + }, + "standardsMappings[1)", + ), + ], +) +def test_unflatten_from_jsonpath_invalid_input(invalid_input, invalid_name): + with pytest.raises(ValidationError) as e: + unflatten_from_jsonpath(invalid_input) + expected_error_message = f"Incorrect array indexing in name {invalid_name}" + assert expected_error_message in str(e.value) + + +def test_embed_data_dictionary_props(): + flat_root = { + "schemaVersion": "0.2.0", + "anotherFieldToEmbed[0].thisone": "helloworld", + } + flat_fields_array = [{"some_field": "cool"}, {"some_field": "sad"}] + flat_fields = embed_data_dictionary_props( + flat_fields_array, flat_root, schema_to_rearrange + ) + + assert flat_fields.to_dict(orient="records") == [ + { + "some_field": "cool", + "schemaVersion": "0.2.0", + "anotherFieldToEmbed[0].thisone": "helloworld", + }, + { + "some_field": "sad", + "schemaVersion": "0.2.0", + "anotherFieldToEmbed[0].thisone": "helloworld", + }, + ] + + +def test_refactor_field_props(): + flat_fields_array = [ + {"some_field": "cool", "anotherFieldToEmbed[0].thisone": "helloworld"}, + {"some_field": "sad", "anotherFieldToEmbed[0].thisone": "helloworld"}, + ] + flat_root, flat_fields = refactor_field_props( + flat_fields_array, schema_to_rearrange + ) + + assert flat_root.to_dict() == {"anotherFieldToEmbed[0].thisone": "helloworld"} + assert flat_fields.to_dict(orient="records") == [ + {"some_field": "cool"}, + {"some_field": "sad"}, + ] + + +@pytest.mark.parametrize( + "input_string, separator, expected_output_list", + [ + ("a,b,c", ",", ["a", "b", "c"]), + ("a|b|c", "|", ["a", "b", "c"]), + ("a|b|c", "#", ["a|b|c"]), + ], +) +def test_parse_list_str(input_string, separator, expected_output_list): + result = parse_list_str(input_string, separator) + assert result == expected_output_list diff --git a/tests/test_vlmd_file_utils.py b/tests/test_vlmd_file_utils.py new file mode 100644 index 0000000..c7ea926 --- /dev/null +++ b/tests/test_vlmd_file_utils.py @@ -0,0 +1,63 @@ +import json +import os + +import pandas as pd + +from heal.vlmd.config import OUTPUT_FILE_PREFIX +from heal.vlmd.file_utils import get_output_filepath, write_vlmd_dict + + +def test_write_json(tmp_path, valid_json_data): + output_filepath = f"{tmp_path}/some/path/valid_dict.json" + if os.path.isfile(output_filepath): + os.unlink(output_filepath) + result = write_vlmd_dict( + valid_json_data, output_filepath=output_filepath, file_type="json" + ) + assert result + + with open(output_filepath, "r") as f: + data = json.load(f) + assert data == valid_json_data + + +def test_write_csv(tmp_path, valid_array_data): + output_filepath = f"{tmp_path}/some/other/path/valid_dict.csv" + if os.path.isfile(output_filepath): + os.unlink(output_filepath) + result = write_vlmd_dict( + valid_array_data, output_filepath=output_filepath, file_type="csv" + ) + assert result + + # reconstruct the array_data from the written csv + df = pd.read_csv(output_filepath) + df = df.fillna("") + df["missingValues"] = df["missingValues"].astype(str).replace("99.0", "99") + read_as_array = df.to_dict(orient="records") + + assert read_as_array == valid_array_data + + +def test_get_output_filepath(): + output_dir = "tmp/foo" + input_filename = "data/valid/valid_dict.csv" + output_type = "auto" + expected_output_filepath = f"tmp/foo/{OUTPUT_FILE_PREFIX}_valid_dict.csv" + result = get_output_filepath(output_dir, input_filename, output_type=output_type) + assert result == expected_output_filepath + + output_type = "json" + expected_output_filepath = f"tmp/foo/{OUTPUT_FILE_PREFIX}_valid_dict.json" + result = get_output_filepath(output_dir, input_filename, output_type=output_type) + assert result == expected_output_filepath + + +def test_write_vlmd_unallowed(): + dictionary = "some text" + output_filepath = "tmp/foo/unallowed_suffix.txt" + input_filename = "data/valid/unallowed_suffix.txt" + result = write_vlmd_dict( + dictionary, output_filepath=output_filepath, file_type="auto" + ) + assert result == None diff --git a/tests/test_vlmd_json_conversion.py b/tests/test_vlmd_json_conversion.py new file mode 100644 index 0000000..995905a --- /dev/null +++ b/tests/test_vlmd_json_conversion.py @@ -0,0 +1,42 @@ +import pytest +from heal.vlmd.extract.json_dict_conversion import convert_templatejson + + +def test_json_conversion_valid_file(valid_json_output): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.json" + input_type = "json-template" + valid_json_output.pop("schemaVersion", None) + + result = convert_templatejson(input_file) + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == [ + "title", + "description", + "fields", + ] + assert list(result.get("templatecsv").keys()) == ["title", "description", "fields"] + assert result.get("templatejson") == valid_json_output + + +def test_json_conversion_valid_data(valid_json_data, valid_json_output): + valid_json_output.pop("schemaVersion", None) + result = convert_templatejson(valid_json_data) + assert list(result.keys()) == ["templatejson", "templatecsv"] + assert list(result.get("templatejson").keys()) == [ + "title", + "description", + "fields", + ] + assert list(result.get("templatecsv").keys()) == ["title", "description", "fields"] + assert result.get("templatejson") == valid_json_output + + +@pytest.mark.parametrize("unallowed_input", [(["some", "list"], ("some", "set"), 5)]) +def test_json_conversion_unallowed_input(unallowed_input): + with pytest.raises(ValueError) as e: + convert_templatejson(unallowed_input) + + expected_message = ( + "jsontemplate needs to be either dictionary-like or a path to a json" + ) + assert expected_message in str(e.value) diff --git a/tests/test_vlmd_json_validator.py b/tests/test_vlmd_json_validator.py deleted file mode 100644 index 66b1669..0000000 --- a/tests/test_vlmd_json_validator.py +++ /dev/null @@ -1,45 +0,0 @@ -from unittest.mock import patch - -from jsonschema import SchemaError, ValidationError -import pytest - -from heal.vlmd.validate.json_validator import read_data_from_json_file -from heal.vlmd.validate.json_validator import vlmd_validate_json - - -@pytest.mark.parametrize("test_schema_type", ["auto", "json"]) -def test_valid_json(test_schema_type): - test_file = "tests/test_data/vlmd/valid/vlmd_valid.json" - result = vlmd_validate_json(input_file=test_file, schema_type=test_schema_type) - assert result == True - - -@pytest.mark.parametrize("test_schema_type", ["auto", "json"]) -def test_invalid_json(test_schema_type): - test_file = "tests/test_data/vlmd/invalid/vlmd_missing_description.json" - - with pytest.raises(ValidationError) as e: - vlmd_validate_json(input_file=test_file, schema_type=test_schema_type) - - expected_message = f"'description' is a required property" - assert expected_message in str(e.value) - - -def test_read_input_file(): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" - result = read_data_from_json_file(test_file) - assert isinstance(result, dict) - assert "title" in result - assert "description" in result - assert "fields" in result - - -def test_invalid_json_schema(invalid_json_schema): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" - - with patch("heal.vlmd.validate.json_validator.get_schema") as mock_get_schema: - mock_get_schema.return_value = invalid_json_schema - with pytest.raises(SchemaError) as e: - vlmd_validate_json(input_file=test_file, schema_type="json") - expected_message = "5 is not of type 'object', 'boolean'" - assert expected_message in str(e.value) diff --git a/tests/test_vlmd_utils.py b/tests/test_vlmd_utils.py index 63d6c05..9724fc0 100644 --- a/tests/test_vlmd_utils.py +++ b/tests/test_vlmd_utils.py @@ -1,114 +1,45 @@ -from pathlib import Path import pytest -import pandas as pd - -from heal.vlmd.validate.utils import ( +from heal.vlmd.utils import ( add_missing_type, add_types_to_props, - detect_file_encoding, - read_delim, - get_schema, + clean_json_fields, + remove_empty_props, ) - -@pytest.mark.parametrize("file_type", ["csv", "json", "tsv"]) -def test_detect_file_encoding(file_type): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" - result = detect_file_encoding(test_file) - assert result == "ascii" - - -@pytest.mark.parametrize("file_type", ["csv", "tsv"]) -def test_read_delim(file_type): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" - - with open(test_file) as f: - header_line = f.readline().strip("\n") - file_suffix = Path(test_file).suffix.replace(".", "") - if file_suffix == "csv": - expected_data_columns = header_line.split(",") - elif file_suffix == "tsv": - expected_data_columns = header_line.split("\t") - - # get a pandas.dataFrame of the tabular data - result = read_delim(test_file) - assert result.columns.values.tolist() == expected_data_columns - - # dataFrame structure is column and values; this data matches the test input files - expected_df = pd.DataFrame( - { - "section": {0: "Enrollment", 1: "Demographics"}, - "name": {0: "participant_id", 1: "race"}, - "title": {0: "Participant Id", 1: "Race"}, - "description": { - 0: "Unique identifier for participant", - 1: "Self-reported race", - }, - "type": {0: "string", 1: "integer"}, - "format": {0: "", 1: ""}, - "constraints.maxLength": {0: "", 1: ""}, - "constraints.enum": {0: "", 1: "1|2|3|4|5|6|7|8"}, - "constraints.pattern": { - 0: "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", - 1: "", - }, - "constraints.maximum": {0: "", 1: ""}, - "constraints.minimum": {0: "", 1: ""}, - "enumLabels": { - 0: "", - 1: "1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported", - }, - "enumOrdered": {0: "", 1: ""}, - "missingValues": {0: "", 1: "99"}, - "trueValues": {0: "", 1: ""}, - "falseValues": {0: "", 1: ""}, - "custom.notes": {0: "This is a note", 1: "This is a custom note"}, - } - ) - assert result.to_dict() == expected_df.to_dict() - - -def test_read_delim_unallowed_file_type(): - test_file = "test_data/vlmd/invalid/vlmd_invalid.txt" - with pytest.raises(ValueError) as e: - read_delim(test_file) - - expected_message = "Delimited file must be csv or tsv" - assert expected_message in str(e.value) - - -@pytest.mark.parametrize("file_type", ["csv", "tsv"]) -def test_get_schema_csv(file_type, VALID_CSV_SCHEMA, VALID_JSON_SCHEMA): - test_file = f"vlmd.{file_type}" - expected_schema = {"type": "array", "items": VALID_CSV_SCHEMA} - - result = get_schema(test_file, "auto") - assert result == expected_schema - - result = get_schema(test_file, file_type) - assert result == expected_schema - - result = get_schema(test_file, "json") - assert result == VALID_JSON_SCHEMA - - -def test_get_schema_json(VALID_JSON_SCHEMA): - test_file = "vlmd.json" - - result = get_schema(test_file, "auto") - assert result == VALID_JSON_SCHEMA - - result = get_schema(test_file, "json") - assert result == VALID_JSON_SCHEMA - - -def test_get_schema_unknown_type(allowed_schema_types): - test_file = "vlmd.json" - unallowed_schema_type = "foo" - assert unallowed_schema_type not in allowed_schema_types - result = get_schema(test_file, unallowed_schema_type) - assert result == None +input_prop_with_empties = { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "format": "", + "constraints": { + "maxLength": 5, + "enum": "", + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + "maximum": 10.0, + "minimum": "", + }, + "empty_constraints": {"maxLength": ""}, + "empty_enum": [], + "missingValues": "", + "trueValues": "", + "falseValues": "", +} + +expected_prop = { + "section": "Enrollment", + "name": "participant_id", + "title": "Participant Id", + "description": "Unique identifier for participant", + "type": "string", + "constraints": { + "maxLength": 5, + "pattern": "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + "maximum": 10.0, + }, +} def test_add_missing_type(): @@ -209,5 +140,14 @@ def test_add_missing_type(): ) def test_add_types_to_props(input_schema, expected_schema): # Propeties get wrapped in 'anyOf' or 'allOf' - result = add_types_to_props(input_schema) - assert result == expected_schema + assert add_types_to_props(input_schema) == expected_schema + + +def test_remove_empty_props(): + assert remove_empty_props(input_prop_with_empties) == expected_prop + + +def test_clean_json_fields(): + fields = [input_prop_with_empties, input_prop_with_empties] + expected_fields = [expected_prop, expected_prop] + assert clean_json_fields(fields) == expected_fields diff --git a/tests/test_vlmd_validate.py b/tests/test_vlmd_validate.py index 005ea0f..eeaa381 100644 --- a/tests/test_vlmd_validate.py +++ b/tests/test_vlmd_validate.py @@ -1,33 +1,73 @@ from unittest.mock import patch import pytest -from jsonschema import ValidationError -from heal.vlmd import vlmd_validate +from jsonschema import SchemaError, ValidationError +from heal.vlmd.config import ALLOWED_OUTPUT_TYPES, OUTPUT_FILE_PREFIX +from heal.vlmd import vlmd_validate, ExtractionError +from tests.conftest import invalid_json_schema + + +@pytest.mark.parametrize( + "file_type, output_type", + [ + ("csv", "csv"), + ("csv", "json"), + ("json", "csv"), + ("json", "json"), + ("tsv", "csv"), + ("tsv", "json"), + ], +) +def test_validate_valid_input(file_type, output_type): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" + result = vlmd_validate( + input_file, output_type=output_type, return_converted_output=False + ) + assert result + assert isinstance(result, bool) + + +@pytest.mark.parametrize("file_type", ["csv", "tsv", "json"]) +def test_validate_with_json_output( + file_type, valid_json_output, valid_converted_csv_to_json_output +): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" + result = vlmd_validate(input_file, output_type="json", return_converted_output=True) + assert isinstance(result, dict) + if file_type in ["csv", "tsv"]: + assert result == valid_converted_csv_to_json_output + if file_type == "json": + assert result == valid_json_output @pytest.mark.parametrize("file_type", ["csv", "json", "tsv"]) -def test_valid_vlmd(file_type): - test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" - result = vlmd_validate(input_file=test_file, schema_type="auto") - assert result == True - result = vlmd_validate(input_file=test_file, schema_type=file_type) - assert result == True - - -def test_invalid_vlmd_csv(): - pass - - -def test_invalid_vlmd_tsv(): - pass +def test_invalid_missing_required_fields(file_type): + test_file = f"tests/test_data/vlmd/invalid/vlmd_missing_description.{file_type}" + with pytest.raises(ValidationError) as e: + vlmd_validate(input_file=test_file, schema_type="auto") + expected_message = "'description' is a required property" + assert expected_message in str(e.value) -def test_invalid_vlmd_json(): - test_file = "tests/test_data/vlmd/invalid/vlmd_missing_description.json" +def test_invalid_has_additional_properties(): + test_file = f"tests/test_data/vlmd/invalid/vlmd_additional_properties.json" with pytest.raises(ValidationError) as e: vlmd_validate(input_file=test_file, schema_type="auto") + expected_message = "Additional properties are not allowed" + assert expected_message in str(e.value) + - expected_message = f"'description' is a required property" +@pytest.mark.parametrize( + "file_type, expected_message, error_type", + [ + ("json", "'foo' is not of type 'integer'", ValidationError), + ("csv", "could not convert string to float: 'foo'", ExtractionError), + ], +) +def test_invalid_incorrect_type(file_type, expected_message, error_type): + test_file = f"tests/test_data/vlmd/invalid/vlmd_string_in_maxLength.{file_type}" + with pytest.raises(error_type) as e: + vlmd_validate(input_file=test_file, schema_type="auto") assert expected_message in str(e.value) @@ -49,6 +89,25 @@ def test_unallowed_input_type(allowed_input_types): assert str(e.value) == expected_message +def test_extract_unallowed_output(): + input_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + unallowed_output = "txt" + with pytest.raises(ValueError) as e: + vlmd_validate(input_file, schema_type="json", output_type=unallowed_output) + expected_message = f"Unrecognized output_type '{unallowed_output}' - should be in {ALLOWED_OUTPUT_TYPES}" + assert expected_message in str(e.value) + + +@pytest.mark.parametrize("test_schema_type", ["auto", "csv"]) +def test_read_non_delim_data_in_csv(test_schema_type): + test_file = "tests/test_data/vlmd/invalid/vlmd_text_data.csv" + + with pytest.raises(ValidationError) as e: + vlmd_validate(test_file, test_schema_type) + expected_message = "Could not read csv data from input" + assert expected_message in str(e.value) + + def test_incorrent_schema_type(allowed_schema_types): test_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" with pytest.raises(ValueError) as e: @@ -56,3 +115,58 @@ def test_incorrent_schema_type(allowed_schema_types): expected_message = f"Schema type must be in {allowed_schema_types}" assert str(e.value) == expected_message + + +def test_invalid_converted_data(): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" + fail_message = "Failed validation" + + with patch("jsonschema.validate") as mock_validate: + mock_validate.side_effect = ValidationError(fail_message) + with pytest.raises(ValidationError) as e: + vlmd_validate(input_file, output_type="json") + assert fail_message in str(e.value) + + +def test_extract_conversion_error(): + input_file = "tests/test_data/vlmd/valid/vlmd_valid.csv" + fail_message = "Some conversion error" + + with patch("heal.vlmd.validate.validate.convert_to_vlmd") as mock_conversion: + mock_conversion.side_effect = Exception(fail_message) + with pytest.raises(ExtractionError) as e: + vlmd_validate(input_file, output_type="json") + assert fail_message in str(e.value) + + +def test_invalid_csv_schema(invalid_csv_schema): + test_file = f"tests/test_data/vlmd/valid/vlmd_valid.csv" + + with patch("heal.vlmd.validate.validate.get_schema") as mock_get_schema: + mock_get_schema.return_value = invalid_csv_schema + with pytest.raises(SchemaError) as e: + vlmd_validate(input_file=test_file, schema_type="csv") + expected_message = "is not valid under any of the given schemas" + assert expected_message in str(e.value) + + +def test_invalid_json_schema(invalid_json_schema): + test_file = "tests/test_data/vlmd/valid/vlmd_valid.json" + with patch("heal.vlmd.validate.validate.get_schema") as mock_get_schema: + mock_get_schema.return_value = invalid_json_schema + with pytest.raises(SchemaError) as e: + vlmd_validate(input_file=test_file, schema_type="json") + expected_message = "5 is not of type 'object'" + assert expected_message in str(e.value) + + +def test_could_not_get_schema(): + schema_type = "json" + test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{schema_type}" + + with patch("heal.vlmd.validate.validate.get_schema") as mock_get_schema: + mock_get_schema.return_value = None + with pytest.raises(ValueError) as e: + vlmd_validate(input_file=test_file, schema_type=schema_type) + expected_message = f"Could not get schema for type = {schema_type}" + assert expected_message in str(e.value) diff --git a/tests/test_vlmd_validate_utils.py b/tests/test_vlmd_validate_utils.py new file mode 100644 index 0000000..eb1fce0 --- /dev/null +++ b/tests/test_vlmd_validate_utils.py @@ -0,0 +1,149 @@ +import json +from pathlib import Path + +import pandas as pd +import pytest + +from heal.vlmd.validate.utils import ( + detect_file_encoding, + read_data_from_json_file, + read_delim, + get_schema, +) + + +def test_read_input_file(): + test_file = f"tests/test_data/vlmd/valid/vlmd_valid.json" + result = read_data_from_json_file(test_file) + assert isinstance(result, dict) + assert "title" in result + assert "description" in result + assert "fields" in result + + +@pytest.mark.parametrize("file_type", ["csv", "json", "tsv"]) +def test_detect_file_encoding(file_type): + test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" + result = detect_file_encoding(test_file) + assert result == "ascii" + + +@pytest.mark.parametrize("file_type", ["csv", "tsv"]) +def test_read_delim(file_type): + test_file = f"tests/test_data/vlmd/valid/vlmd_valid.{file_type}" + + with open(test_file) as f: + header_line = f.readline().strip("\n") + file_suffix = Path(test_file).suffix.replace(".", "") + if file_suffix == "csv": + expected_data_columns = header_line.split(",") + elif file_suffix == "tsv": + expected_data_columns = header_line.split("\t") + + # get a pandas.dataFrame of the tabular data + result = read_delim(test_file) + assert result.columns.values.tolist() == expected_data_columns + + # dataFrame structure is column and values; this data matches the test input files + expected_df = pd.DataFrame( + { + "section": {0: "Enrollment", 1: "Demographics"}, + "name": {0: "participant_id", 1: "race"}, + "title": {0: "Participant Id", 1: "Race"}, + "description": { + 0: "Unique identifier for participant", + 1: "Self-reported race", + }, + "type": {0: "string", 1: "integer"}, + "format": {0: "", 1: ""}, + "constraints.maxLength": {0: "", 1: ""}, + "constraints.enum": {0: "", 1: "1|2|3|4|5|6|7|8"}, + "constraints.pattern": { + 0: "[A-Z][0-9][0-9][0-9]-[0-9][0-9][0-9][0-9]", + 1: "", + }, + "constraints.maximum": {0: "", 1: ""}, + "constraints.minimum": {0: "", 1: ""}, + "enumLabels": { + 0: "", + 1: "1=White|2=Black or African American|3=American Indian or Alaska Native|4=Native| 5=Hawaiian or Other Pacific Islander|6=Asian|7=Some other race|8=Multiracial|99=Not reported", + }, + "enumOrdered": {0: "", 1: ""}, + "missingValues": {0: "", 1: "99"}, + "trueValues": {0: "", 1: ""}, + "falseValues": {0: "", 1: ""}, + "custom.notes": {0: "This is a note", 1: "This is a custom note"}, + } + ) + assert result.to_dict() == expected_df.to_dict() + + +def test_read_delim_unallowed_file_type(): + test_file = "test_data/vlmd/invalid/vlmd_invalid.txt" + with pytest.raises(ValueError) as e: + read_delim(test_file) + + expected_message = "Delimited file must be csv or tsv" + assert expected_message in str(e.value) + + +@pytest.mark.parametrize("file_type", ["csv", "tsv"]) +def test_get_schema_csv_file(file_type, VALID_CSV_SCHEMA): + test_file = f"vlmd.{file_type}" + expected_schema = {"type": "array", "items": VALID_CSV_SCHEMA} + + result = get_schema(test_file, "auto") + assert result == expected_schema + + result = get_schema(test_file, file_type) + assert result == expected_schema + + +@pytest.mark.parametrize("file_type", ["csv", "tsv"]) +def test_get_schema_csv_list(file_type, VALID_CSV_SCHEMA, valid_array_data): + expected_schema = {"type": "array", "items": VALID_CSV_SCHEMA} + + result = get_schema(valid_array_data, "auto") + assert result == expected_schema + + result = get_schema(valid_array_data, file_type) + assert result == expected_schema + + +@pytest.mark.parametrize("schema_type", ["auto", "json"]) +def test_get_schema_json_file(schema_type, VALID_JSON_SCHEMA): + test_file = "vlmd.json" + + result = get_schema(test_file, schema_type) + assert result == VALID_JSON_SCHEMA + + +@pytest.mark.parametrize("schema_type", ["auto", "json"]) +def test_get_schema_json_object(schema_type, VALID_JSON_SCHEMA): + test_file = "tests/test_data/vlmd/valid/vlmd_valid.json" + data = json.loads(Path(test_file).read_text()) + + result = get_schema(data_or_path=data, schema_type=schema_type) + assert result == VALID_JSON_SCHEMA + + +@pytest.mark.parametrize("invalid_data", [("set", "not", "a", "dict"), 5]) +def test_get_schema_json_invalid_object(invalid_data, VALID_JSON_SCHEMA): + with pytest.raises(ValueError) as e: + get_schema(data_or_path=invalid_data, schema_type="json") + expected_message = "Input should be path or dict" + assert expected_message in str(e.value) + + +def test_get_schema_for_string_without_suffix(): + data = "Some string" + result = get_schema(data_or_path=data, schema_type="auto") + assert result == None + + +def test_get_schema_unknown_type(allowed_schema_types): + test_file = "vlmd.json" + unallowed_schema_type = "foo" + assert unallowed_schema_type not in allowed_schema_types + result = get_schema(test_file, unallowed_schema_type) + assert result == None