diff --git a/.github/workflows/snowflake-test.yml b/.github/workflows/snowflake-test.yml new file mode 100644 index 0000000..51a7541 --- /dev/null +++ b/.github/workflows/snowflake-test.yml @@ -0,0 +1,56 @@ +name: Python Linting, Formatting, Testing, Coverage +on: + workflow_dispatch: + pull_request: + branches: [master, 42-build-data-preparation-infrastructure-for-feature-store-notebooks] + paths: + - "integration/snowflake/**" +jobs: + test: + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./integration/snowflake + strategy: + matrix: + python-version: ["3.12", "3.13"] + fail-fast: false + steps: + - uses: actions/checkout@v4 + with: + lfs: true + - name: Set up Python ${{ matrix.python-version }} and uv + uses: astral-sh/setup-uv@v5 + with: + python-version: ${{ matrix.python-version }} + enable-cache: true + cache-dependency-glob: | + **/pyproject.toml + - name: Install dependencies + run: | + uv sync \ + --python ${{ matrix.python-version }} \ + --group dev + - name: Check linting and formatting + run: | + uv run --active ruff check . + uv run --active ruff format --check . + - name: Check types + run: | + uv run --active basedpyright + - name: Show TODOs + run: | + uv run --active ruff check --select FIX . || true + - name: Run tests and coverage + env: + SNOWFLAKE_ACCOUNT: ${{ secrets.SNOWFLAKE_ACCOUNT }} + SNOWFLAKE_USER: ${{ secrets.SNOWFLAKE_USER }} + SNOWFLAKE_PASSWORD: ${{ secrets.SNOWFLAKE_PASSWORD }} + SNOWFLAKE_ROLE: ${{ secrets.SNOWFLAKE_ROLE }} + SNOWFLAKE_WAREHOUSE: ${{ secrets.SNOWFLAKE_WAREHOUSE }} + SNOWFLAKE_DATABASE: ${{ secrets.SNOWFLAKE_DATABASE }} + run: |- + uv run --active pytest \ + --cov=. \ + --cov-report=term \ + -v diff --git a/.gitignore b/.gitignore index 0fda688..b75efb2 100644 --- a/.gitignore +++ b/.gitignore @@ -1,7 +1,7 @@ **/.DS_Store # Temp -preparation/ +/preparation/ # Binder .bash_logout @@ -152,3 +152,8 @@ dmypy.json *_spark/ *_pipeline/ .vscode/ + +# LLM instructions + +copilot-instructions.md +CLAUDE.md \ No newline at end of file diff --git a/integration/GENERATE_JAFFLE_SHOP_PARQUET.md b/integration/GENERATE_JAFFLE_SHOP_PARQUET.md new file mode 100644 index 0000000..f578e65 --- /dev/null +++ b/integration/GENERATE_JAFFLE_SHOP_PARQUET.md @@ -0,0 +1,32 @@ +# Generate Parquet files from Jaffle Shop CSV data + +This script reads the Jaffle Shop CSV files and converts them to Parquet format for more efficient storage and querying in Snowflake. + +## Generate Jaffle Shop Data (CSV) + +To generate the Jaffle Shop CSV data, run the following command: + +```bash +pipx run jafgen 6 +``` + +This will create the necessary CSV files in the `jaffle-data` directory. + +## Convert CSV to Parquet + +To convert the generated CSV files to Parquet format, run the following script: + +```bash +python convert_jaffle_csv_to_parquet.py +``` + +This will read each CSV file from the `jaffle-data` directory and save the corresponding Parquet files in the `jaffle-data/parquet` directory. + +## Upload Parquet Files to GCP + +To upload the Parquet files to your GCP bucket, use the following commands: + +```bash +gcloud config set project getml-infra +gcloud storage cp jaffle-data/parquet/*.parquet gs://static.getml.com/datasets/jaffle_shop/ +``` diff --git a/integration/convert_jaffle_csv_to_parquet.py b/integration/convert_jaffle_csv_to_parquet.py new file mode 100644 index 0000000..e97ae58 --- /dev/null +++ b/integration/convert_jaffle_csv_to_parquet.py @@ -0,0 +1,39 @@ +from pathlib import Path + +import pandas as pd + +NAMES: list[str] = [ + "raw_customers", + "raw_items", + "raw_orders", + "raw_products", + "raw_stores", + "raw_supplies", + "raw_tweets", +] + +JAFFLE_CSV_DATA_PATH = Path("jaffle-data") + +if not JAFFLE_CSV_DATA_PATH.exists(): + raise FileNotFoundError( + f"Jaffle CSV data path {JAFFLE_CSV_DATA_PATH} does not exist." + " Please run `jafgen` to generate CSVs." + ) + +JAFFLE_PARQUET_DATA_PATH = JAFFLE_CSV_DATA_PATH / "parquet" +Path.mkdir(JAFFLE_PARQUET_DATA_PATH, exist_ok=True) + + +for name in NAMES: + csv_filepath = JAFFLE_CSV_DATA_PATH / f"{name}.csv" + parquet_filepath = JAFFLE_PARQUET_DATA_PATH / f"{name}.parquet" + print(f"Loading {csv_filepath}...") + + # 1. Read CSV into memory + df: pd.DataFrame = pd.read_csv(csv_filepath) + + # 2. Write DataFrame to Parquet + # 'index=False' prevents pandas from adding an extra index column + df.to_parquet(parquet_filepath, index=False) + + print(f"Converted {name} to parquet format at {parquet_filepath}.") diff --git a/integration/snowflake/.mcp.json b/integration/snowflake/.mcp.json new file mode 100644 index 0000000..fa0750c --- /dev/null +++ b/integration/snowflake/.mcp.json @@ -0,0 +1,15 @@ +{ + "mcpServers": { + "context7": { + "type": "stdio", + "command": "npx", + "args": [ + "-y", + "@upstash/context7-mcp", + "--api-key", + "ctx7sk-409c8344-c67b-4dd0-b067-b5c7527afcce" + ], + "env": {} + } + } +} \ No newline at end of file diff --git a/integration/snowflake/data/__init__.py b/integration/snowflake/data/__init__.py new file mode 100644 index 0000000..4920eff --- /dev/null +++ b/integration/snowflake/data/__init__.py @@ -0,0 +1,74 @@ +"""Data operations for getML Feature Store integration with Snowflake. + +When settings are provided to data loading and preparation functions, +infrastructure (warehouse, database) is automatically bootstrapped if needed. + +Usage example: + from data import ( + SnowflakeSettings, + create_session, + load_from_gcs, + create_weekly_sales_by_store_with_target, + get_table_names, + ) + + # Settings auto-load from SNOWFLAKE_* environment variables + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + # Load data from GCS - auto-bootstraps warehouse + database + # No GCP credentials required - files are fetched via HTTPS + load_from_gcs(session, settings=settings) + + # Prepare weekly sales forecasting data + population_table = create_weekly_sales_by_store_with_target( + session, + settings=settings, + ) + + # Access tables for Arrow export + tables = get_table_names("RAW") + orders_arrow = session.table(tables["orders"]).to_arrow() + population_arrow = session.table(population_table).to_arrow() +""" + +from snowflake.snowpark.exceptions import SnowparkSessionException + +from ._bootstrap import ( + BootstrapError, + ensure_infrastructure, +) +from ._settings import SnowflakeSettings +from ._snowflake_session import create_session +from ._sql_loader import load_sql +from .ingestion import ( + DEFAULT_GCS_BUCKET, + JAFFLE_SHOP_TABLE_NAMES, + DataIngestionError, + get_table_names, + load_from_gcs, + load_from_s3, +) +from .preparation import ( + DEFAULT_POPULATION_TABLE_NAME, + DataPreparationError, + create_weekly_sales_by_store_with_target, +) + +__all__ = [ + "DEFAULT_GCS_BUCKET", + "DEFAULT_POPULATION_TABLE_NAME", + "JAFFLE_SHOP_TABLE_NAMES", + "BootstrapError", + "DataIngestionError", + "DataPreparationError", + "SnowflakeSettings", + "SnowparkSessionException", + "create_session", + "create_weekly_sales_by_store_with_target", + "ensure_infrastructure", + "get_table_names", + "load_from_gcs", + "load_from_s3", + "load_sql", +] diff --git a/integration/snowflake/data/_bootstrap.py b/integration/snowflake/data/_bootstrap.py new file mode 100644 index 0000000..36e407f --- /dev/null +++ b/integration/snowflake/data/_bootstrap.py @@ -0,0 +1,182 @@ +"""Bootstrap Snowflake infrastructure for the Jaffle Shop dataset. + +Creates the required warehouse and database. +All operations are idempotent using CREATE ... IF NOT EXISTS. + +The main entry point is `ensure_infrastructure()` which auto-detects and creates +missing resources. It is called automatically by data loading functions when +settings are provided. + +Usage example: + from data import SnowflakeSettings, create_session, ensure_infrastructure + + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + ensure_infrastructure(session, settings) + # Warehouse and database are now guaranteed to exist +""" + +# ruff: noqa: G004 + +from __future__ import annotations + +import logging + +from snowflake.snowpark import Row, Session +from snowflake.snowpark.exceptions import SnowparkSQLException + +from ._settings import SnowflakeSettings +from ._sql_loader import load_sql + +logger: logging.Logger = logging.getLogger(__name__) + +WAREHOUSE_SIZE = "X-SMALL" +AUTO_SUSPEND_SECONDS = 60 + + +class BootstrapError(Exception): + """Raised when bootstrap operations fail.""" + + +# ============================================================================= +# Internal Helpers +# ============================================================================= + + +def _warehouse_exists(session: Session, warehouse_name: str) -> bool: + """Check if a warehouse exists. + + Args: + session: Active Snowflake Snowpark session. + warehouse_name: Name of the warehouse to check. + + Returns: + True if warehouse exists, False otherwise. + """ + try: + rows: list[Row] = session.sql( + f"SHOW WAREHOUSES LIKE '{warehouse_name}'" + ).collect() + return len(rows) > 0 + except SnowparkSQLException: + return False + + +def _database_exists(session: Session, database_name: str) -> bool: + """Check if a database exists. + + Args: + session: Active Snowflake Snowpark session. + database_name: Name of the database to check. + + Returns: + True if database exists, False otherwise. + """ + try: + rows: list[Row] = session.sql( + f"SHOW DATABASES LIKE '{database_name}'" + ).collect() + return len(rows) > 0 + except SnowparkSQLException: + return False + + +# ============================================================================= +# Core Bootstrap Functions +# ============================================================================= + + +def ensure_infrastructure( + session: Session, + settings: SnowflakeSettings, +) -> None: + """Ensure warehouse and database exist, creating if missing. + + This is the main entry point for auto-bootstrapping. It checks if the + warehouse and database specified in settings exist, and creates them + if they don't. All operations are idempotent. + + Args: + session: Active Snowflake Snowpark session. + settings: Settings containing warehouse and database names. + + Raises: + BootstrapError: If required settings are missing or if resource + creation fails (e.g., due to insufficient privileges). + + Example: + from data import SnowflakeSettings, create_session, ensure_infrastructure + + settings = SnowflakeSettings.from_env() + with create_session(settings) as session: + ensure_infrastructure(session, settings) + # Warehouse and database are now guaranteed to exist + """ + if not settings.warehouse: + raise BootstrapError("warehouse must be specified in settings for bootstrap") + if not settings.database: + raise BootstrapError("database must be specified in settings for bootstrap") + + warehouse_ready = _warehouse_exists(session, settings.warehouse) + database_ready = _database_exists(session, settings.database) + + if warehouse_ready and database_ready: + logger.debug( + "Infrastructure already exists: warehouse=%s, database=%s", + settings.warehouse, + settings.database, + ) + return + + try: + if not warehouse_ready: + _create_warehouse(session, warehouse_name=settings.warehouse) + if not database_ready: + _create_database(session, database_name=settings.database) + logger.info("Snowflake infrastructure ready") + except Exception as e: + raise BootstrapError( + "Cannot create Snowflake infrastructure. " + "Your current role may lack CREATE WAREHOUSE or CREATE DATABASE " + "privilege.\n\n" + "Options:\n" + " 1. Ask an administrator to create the warehouse and database\n" + " 2. Switch to a role with CREATE WAREHOUSE/DATABASE privilege " + "(e.g., ACCOUNTADMIN)\n" + " 3. Create resources manually before running the pipeline\n\n" + f"Original error: {e}" + ) from e + + +def _create_warehouse(session: Session, warehouse_name: str) -> None: + """Create warehouse with X-SMALL size and auto-suspend enabled.""" + logger.info(f"Creating warehouse '{warehouse_name}' if not exists...") + + sql: str = load_sql( + path="bootstrap/create_warehouse.sql", + warehouse_name=warehouse_name, + warehouse_size=WAREHOUSE_SIZE, + auto_suspend_seconds=str(AUTO_SUSPEND_SECONDS), + ) + _ = session.sql(query=sql).collect() + + logger.info(f"✓ Warehouse '{warehouse_name}' ready") + + +def _create_database(session: Session, database_name: str) -> None: + """Create database if it doesn't exist.""" + logger.info(f"Creating database '{database_name}' if not exists...") + + sql: str = load_sql( + path="bootstrap/create_database.sql", database_name=database_name + ) + _ = session.sql(query=sql).collect() + + logger.info(f"✓ Database '{database_name}' ready") + + +__all__ = [ + "BootstrapError", + "ensure_infrastructure", +] diff --git a/integration/snowflake/data/_settings.py b/integration/snowflake/data/_settings.py new file mode 100644 index 0000000..cc25ffe --- /dev/null +++ b/integration/snowflake/data/_settings.py @@ -0,0 +1,53 @@ +"""Snowflake authentication and connection settings. + +Provides typed configuration that automatically loads from environment +variables with the SNOWFLAKE_ prefix. + +Usage example: + from data import SnowflakeSettings, create_session + + # Auto-loads from SNOWFLAKE_* environment variables + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + session.sql("SELECT 1").collect() +""" + +from typing import ClassVar, Self + +from pydantic import Field, SecretStr +from pydantic_settings import BaseSettings, SettingsConfigDict + + +class SnowflakeSettings(BaseSettings): + """Settings for Snowflake operations. + + Core fields (account, user, password, role) are required for all connections. + Optional fields (warehouse, database, schema_name) can be omitted for + administrative operations like creating warehouses or databases. + """ + + model_config: ClassVar[SettingsConfigDict] = SettingsConfigDict( + env_prefix="SNOWFLAKE_", + case_sensitive=False, + ) + + account: str + user: str + password: SecretStr + role: str + warehouse: str + database: str + # Can't use field name "schema" (Pydantic reserved); + # validation_alias maps standard SNOWFLAKE_SCHEMA env var to this field + schema_name: str = Field( + validation_alias="SNOWFLAKE_SCHEMA", + ) + + @classmethod + def from_env(cls) -> Self: + """Create settings instance from environment variables. + + Loads configuration from SNOWFLAKE_* environment variables. + """ + return cls.model_validate({}) diff --git a/integration/snowflake/data/_snowflake_session.py b/integration/snowflake/data/_snowflake_session.py new file mode 100644 index 0000000..cf66fe7 --- /dev/null +++ b/integration/snowflake/data/_snowflake_session.py @@ -0,0 +1,54 @@ +"""Snowflake session management for getML Feature Store integration. + +This module provides a factory function for creating Snowflake Snowpark sessions. +Sessions support the context manager protocol for automatic cleanup. + +Usage example: + from data import SnowflakeSettings, create_session + + with create_session(SnowflakeSettings.from_env()) as session: + session.sql("SELECT * FROM mytable").collect() +""" + +import logging + +from snowflake.snowpark import Session +from snowflake.snowpark.exceptions import SnowparkSessionException + +from ._settings import SnowflakeSettings + +logger: logging.Logger = logging.getLogger(__name__) + + +def create_session(settings: SnowflakeSettings) -> Session: + """Create a Snowflake Snowpark session. + + Connects using the provided settings. + + Raises: + SnowparkSessionException: If connection to Snowflake fails. + """ + connection_params: dict[str, str | int] = { + "account": settings.account, + "user": settings.user, + "password": settings.password.get_secret_value(), + "role": settings.role, + "warehouse": settings.warehouse, + "database": settings.database, + "schema": settings.schema_name, + } + + return _establish_session(connection_params) + + +def _establish_session(connection_params: dict[str, str | int]) -> Session: + """Create a Snowpark session with the given parameters.""" + try: + return Session.builder.configs(connection_params).create() + except Exception as e: + raise SnowparkSessionException( + f"Failed to create Snowflake session. " + f"Account: {connection_params.get('account')}, " + f"User: {connection_params.get('user')}. " + f"Error: {e}" + ) from e diff --git a/integration/snowflake/data/_sql_loader.py b/integration/snowflake/data/_sql_loader.py new file mode 100644 index 0000000..0d63579 --- /dev/null +++ b/integration/snowflake/data/_sql_loader.py @@ -0,0 +1,40 @@ +"""SQL file loading utilities. + +This module provides utilities for loading and formatting SQL queries +from the data/sql/ directory. + +Usage example: + from data import load_sql + + sql = load_sql("preparation/create_schema.sql", schema_name="PREPARED") +""" + +from __future__ import annotations + +from pathlib import Path + +_SQL_DIR = Path(__file__).parent / "sql" + + +def load_sql(path: str, **kwargs: str) -> str: + """Load SQL query from file with optional parameter substitution. + + Loads SQL content from data/sql/{path} and applies string formatting + if keyword arguments are provided. + + Args: + path: Relative path to SQL file within data/sql/ directory + (e.g., "preparation/analyze_stores.sql"). + **kwargs: Named parameters to substitute in the SQL using .format(). + + Raises: + FileNotFoundError: If the SQL file does not exist. + KeyError: If a placeholder in the SQL file is not provided in kwargs. + """ + sql_file: Path = _SQL_DIR / path + content: str = sql_file.read_text() + + if kwargs: + return content.format(**kwargs) + + return content diff --git a/integration/snowflake/data/ingestion.py b/integration/snowflake/data/ingestion.py new file mode 100644 index 0000000..a81323a --- /dev/null +++ b/integration/snowflake/data/ingestion.py @@ -0,0 +1,459 @@ +"""Data ingestion from cloud storage to Snowflake for the Jaffle Shop dataset. + +This module loads Parquet data from GCS or S3 buckets into Snowflake. + +For GCS: +- Downloads files via HTTPS to a local cache (~/.cache/getml/jaffle_shop/) +- Uploads to an internal Snowflake stage using session.file.put() +- No GCP credentials or storage integration required + +For S3: +- Uses external staging with COPY INTO commands +- Public S3 buckets work without credentials + +When settings are provided, the module auto-bootstraps required infrastructure +(warehouse and database) if they don't exist. + +Usage example: + from data import ( + SnowflakeSettings, + create_session, + load_from_gcs, + ) + + settings = SnowflakeSettings.from_env() + with create_session(settings) as session: + # Load from GCS - auto-bootstraps warehouse + database + results = load_from_gcs(session, settings=settings) +""" + +from __future__ import annotations + +# ruff: noqa: G004, S608 +import logging +from pathlib import Path + +import httpx +from snowflake.snowpark import Row, Session + +from ._bootstrap import ensure_infrastructure +from ._settings import SnowflakeSettings +from ._sql_loader import load_sql + +logger: logging.Logger = logging.getLogger(__name__) + +JAFFLE_SHOP_TABLE_NAMES: list[str] = [ + "raw_customers", + "raw_orders", + "raw_items", + "raw_products", + "raw_stores", + "raw_supplies", +] + +DEFAULT_GCS_BUCKET = "gcs://static.getml.com/datasets/jaffle_shop" +DEFAULT_STAGE_NAME = "JAFFLE_SHOP_STAGE" + + +class DataIngestionError(Exception): + """Raised when data ingestion fails.""" + + +# ============================================================================= +# Public API +# ============================================================================= + + +def get_table_names(schema: str = "RAW") -> dict[str, str]: + """Get fully qualified table names for Jaffle Shop data. + + Returns a dictionary mapping short table names (without 'raw_' prefix) + to their fully qualified Snowflake table names. + + Args: + schema: Schema where tables are located. + + Returns: + Dictionary with keys like 'customers', 'orders', etc. and values + like 'RAW.raw_customers', 'RAW.raw_orders', etc. + + Usage example: + tables = get_table_names("RAW") + orders_table = tables["orders"] # "RAW.raw_orders" + session.table(orders_table).to_arrow() + """ + return { + name.removeprefix("raw_"): f"{schema}.{name}" + for name in JAFFLE_SHOP_TABLE_NAMES + } + + +def load_from_gcs( + session: Session, + settings: SnowflakeSettings | None = None, + bucket: str = DEFAULT_GCS_BUCKET, + destination_schema: str = "RAW", +) -> dict[str, int]: + """Load Jaffle Shop data from GCS bucket into Snowflake. + + Downloads parquet files via HTTPS to a local cache, uploads them to an + internal Snowflake stage, then loads into tables using COPY INTO. + + No GCP credentials or storage integration required - files are fetched + via public HTTPS URLs. + + When settings are provided, auto-bootstraps the warehouse and database + if they don't exist. + + Args: + session: Active Snowflake Snowpark session. + settings: Optional settings for auto-bootstrapping warehouse and database. + When provided, ensures infrastructure exists before loading data. + bucket: GCS bucket URL (gcs:// or gs:// prefix). + destination_schema: Target schema name for loaded tables. + + Returns: + Dictionary mapping table names to row counts. + + Raises: + DataIngestionError: If data loading fails. + BootstrapError: If auto-bootstrap fails due to insufficient privileges. + """ + if settings is not None: + ensure_infrastructure(session, settings) + if settings.warehouse: + session.use_warehouse(settings.warehouse) + if settings.database: + session.use_database(settings.database) + + try: + # Download parquet files to local cache + https_base_url: str = _gcs_to_https_url(bucket) + cache_dir: Path = _get_cache_dir() + local_files: dict[str, Path] = {} + + for table_name in JAFFLE_SHOP_TABLE_NAMES: + file_name: str = f"{table_name}.parquet" + url: str = f"{https_base_url}/{file_name}" + local_path: Path = cache_dir / file_name + _download_parquet_file(url, dest_path=local_path) + local_files[table_name] = local_path + + # Create schema, file format, and internal stage + _create_schema(session, destination_schema) + _create_parquet_file_format(session, destination_schema) + _create_internal_stage(session, destination_schema, DEFAULT_STAGE_NAME) + + # Upload files to internal stage + _upload_files_to_stage( + session, local_files, destination_schema, DEFAULT_STAGE_NAME + ) + + # Load tables from stage + results = _load_all_tables(session, destination_schema) + + except Exception as e: + raise DataIngestionError( + f"Failed to load Jaffle Shop data into Snowflake. Error: {e}" + ) from e + + _log_completion_summary(results, destination_schema) + return results + + +def load_from_s3( + session: Session, + bucket: str, + settings: SnowflakeSettings | None = None, + destination_schema: str = "RAW", +) -> dict[str, int]: + """Load Jaffle Shop data from public S3 bucket into Snowflake. + + Creates the destination schema if needed, sets up a Parquet file format + and external stage pointing to the S3 bucket, then loads all tables + using COPY INTO with schema inference. + + When settings are provided, auto-bootstraps the warehouse and database + if they don't exist. + + Args: + session: Active Snowflake Snowpark session. + bucket: S3 bucket URL (s3:// prefix). Must be publicly accessible. + settings: Optional settings for auto-bootstrapping warehouse and database. + When provided, ensures infrastructure exists before loading data. + destination_schema: Target schema name for loaded tables. + + Returns: + Dictionary mapping table names to row counts. + + Raises: + DataIngestionError: If data loading fails. + BootstrapError: If auto-bootstrap fails due to insufficient privileges. + """ + if not bucket.lower().startswith("s3://"): + raise DataIngestionError( + f"Invalid S3 bucket URL: {bucket}. Must start with s3://" + ) + + if settings is not None: + ensure_infrastructure(session, settings) + if settings.warehouse: + session.use_warehouse(settings.warehouse) + if settings.database: + session.use_database(settings.database) + + try: + _create_schema(session, destination_schema) + _create_parquet_file_format(session, destination_schema) + _create_external_stage_s3( + session, + bucket_url=bucket, + schema_name=destination_schema, + ) + results: dict[str, int] = _load_all_tables(session, destination_schema) + except Exception as e: + raise DataIngestionError( + f"Failed to load Jaffle Shop data into Snowflake. Error: {e}" + ) from e + + _log_completion_summary(results, destination_schema) + return results + + +# ============================================================================= +# GCS Download Helpers +# ============================================================================= + + +def _gcs_to_https_url(gcs_url: str) -> str: + """Convert GCS URL to HTTPS URL for public access. + + Args: + gcs_url: GCS bucket URL with gcs:// or gs:// prefix. + + Returns: + HTTPS URL for the same resource. + + Examples: + gcs://static.getml.com/datasets/jaffle_shop + -> https://storage.googleapis.com/static.getml.com/datasets/jaffle_shop + """ + if gcs_url.lower().startswith("gcs://"): + path = gcs_url[6:] + elif gcs_url.lower().startswith("gs://"): + path = gcs_url[5:] + else: + raise DataIngestionError( + f"Invalid GCS URL: {gcs_url}. Must start with gcs:// or gs://" + ) + + path: str = path.rstrip("/") + + return f"https://storage.googleapis.com/{path}" + + +def _get_cache_dir() -> Path: + """Get persistent cache directory for downloaded parquet files. + + Creates the directory if it doesn't exist. + + Returns: + Path to cache directory (~/.cache/getml/jaffle_shop/). + """ + cache_dir = Path.home() / ".cache" / "getml" / "jaffle_shop" + cache_dir.mkdir(parents=True, exist_ok=True) + return cache_dir + + +def _download_parquet_file(url: str, dest_path: Path) -> None: + """Download a parquet file from URL to local path. + + Skips download if file already exists in cache. + + Args: + url: HTTPS URL to download from. + dest_path: Local path to save the file. + + Raises: + DataIngestionError: If download fails. + """ + if dest_path.exists(): + logger.info(f"Using cached file: {dest_path.name}") + return + + logger.info(f"Downloading {dest_path.name}...") + + try: + with httpx.stream("GET", url, follow_redirects=True, timeout=60.0) as response: + _ = response.raise_for_status() + with dest_path.open("wb") as f: + for chunk in response.iter_bytes(chunk_size=8192): + _ = f.write(chunk) + except httpx.HTTPError as e: + # Clean up partial download + if dest_path.exists(): + dest_path.unlink() + raise DataIngestionError(f"Failed to download {url}: {e}") from e + + logger.info(f" ✓ Downloaded {dest_path.name}") + + +def _upload_files_to_stage( + session: Session, + local_files: dict[str, Path], + schema_name: str, + stage_name: str, +) -> None: + """Upload local parquet files to internal Snowflake stage. + + Args: + session: Active Snowflake Snowpark session. + local_files: Dictionary mapping table names to local file paths. + schema_name: Schema where the stage is located. + stage_name: Name of the internal stage. + """ + logger.info(f"Uploading files to stage @{schema_name}.{stage_name}...") + + for local_path in local_files.values(): + logger.info(f" Uploading {local_path.name}...") + # PUT file to stage - Snowpark handles the upload + put_result = session.file.put( + local_file_name=str(local_path), + stage_location=f"@{schema_name}.{stage_name}/", + auto_compress=False, + overwrite=True, + ) + # Log upload result + if put_result: + for row in put_result: + status: str = row.status if hasattr(row, "status") else "UPLOADED" + logger.info(f" ✓ {local_path.name}: {status}") + + +# ============================================================================= +# Schema and Stage Creation +# ============================================================================= + + +def _create_schema(session: Session, schema_name: str) -> None: + """Create schema if it doesn't exist.""" + logger.info(f"Creating {schema_name} schema...") + sql: str = load_sql(path="common/create_schema.sql", schema_name=schema_name) + _ = session.sql(sql).collect() + logger.info(f"✓ {schema_name} schema ready") + + +def _create_parquet_file_format(session: Session, schema_name: str) -> None: + """Create Parquet file format for data ingestion.""" + logger.info("Creating Parquet file format...") + sql: str = load_sql( + path="ingestion/create_parquet_file_format.sql", + schema_name=schema_name, + ) + _ = session.sql(sql).collect() + logger.info("✓ Parquet file format ready") + + +def _create_internal_stage( + session: Session, + schema_name: str, + stage_name: str, +) -> None: + """Create internal stage for uploaded files.""" + logger.info(f"Creating internal stage {stage_name}...") + sql: str = load_sql( + path="ingestion/create_internal_stage.sql", + stage_name=stage_name, + schema_name=schema_name, + ) + _ = session.sql(sql).collect() + logger.info(f"✓ Internal stage {stage_name} created") + + +def _create_external_stage_s3( + session: Session, + bucket_url: str, + schema_name: str, +) -> None: + """Create external stage pointing to public S3 bucket.""" + logger.info(f"Creating external stage {DEFAULT_STAGE_NAME}...") + sql: str = load_sql( + path="ingestion/create_stage_s3_public.sql", + stage_name=DEFAULT_STAGE_NAME, + bucket_url=bucket_url, + schema_name=schema_name, + ) + _ = session.sql(sql).collect() + logger.info(f"✓ External stage {DEFAULT_STAGE_NAME} created") + + +# ============================================================================= +# Table Loading +# ============================================================================= + + +def _load_all_tables(session: Session, schema_name: str) -> dict[str, int]: + """Load all Jaffle Shop tables from stage.""" + logger.info("Loading tables from stage...") + results: dict[str, int] = {} + + for table_name in JAFFLE_SHOP_TABLE_NAMES: + row_count: int = _load_single_table(session, table_name, schema_name) + results[table_name] = row_count + + return results + + +def _load_single_table( + session: Session, + table_name: str, + schema_name: str, +) -> int: + """Load a single table from stage. + + Uses a two-step process: + 1. Creates empty table with schema inferred from Parquet metadata (INFER_SCHEMA) + 2. Copies data from stage using MATCH_BY_COLUMN_NAME for proper column mapping + """ + logger.info(f"Loading {table_name}...") + + create_sql: str = load_sql( + path="ingestion/create_table_from_parquet.sql", + table_name=table_name, + stage_name=DEFAULT_STAGE_NAME, + schema_name=schema_name, + ) + _ = session.sql(create_sql).collect() + + copy_sql: str = load_sql( + path="ingestion/copy_into_table.sql", + table_name=table_name, + stage_name=DEFAULT_STAGE_NAME, + schema_name=schema_name, + ) + _ = session.sql(copy_sql).collect() + + count_sql = f"SELECT COUNT(*) as count FROM {schema_name}.{table_name}" + count_result: list[Row] = session.sql(count_sql).collect() + + row_count = int(count_result[0]["COUNT"]) # pyright: ignore[reportArgumentType] + logger.info(f" ✓ {row_count:,} rows loaded") + + if row_count == 0: + raise DataIngestionError(f"Table {table_name} has 0 rows after loading") + + return row_count + + +def _log_completion_summary(results: dict[str, int], schema_name: str) -> None: + """Log summary of loaded tables.""" + table_lines = "\n".join( + f" • {name}: {count:,} rows" for name, count in results.items() + ) + logger.info(f""" +================================================================================ +DATA LOADING COMPLETE! +================================================================================ +Successfully loaded {len(results)} tables into {schema_name} schema: +{table_lines} +""") diff --git a/integration/snowflake/data/preparation.py b/integration/snowflake/data/preparation.py new file mode 100644 index 0000000..ad02cd2 --- /dev/null +++ b/integration/snowflake/data/preparation.py @@ -0,0 +1,460 @@ +"""Prepare weekly sales forecasting data for getML - BY STORE. + +This module creates: +- weekly_stores table: Store-week combinations with reference_date (Monday week start) +- Population view with target (next week's sales) + +reference_date is the Monday (week start) derived from DATE_TRUNC('week', ordered_at). + +When settings are provided, the module auto-bootstraps required infrastructure +(warehouse and database) if they don't exist. + +SQL queries are externalized in the sql/ directory for better maintainability. + +Usage example: + from data import ( + SnowflakeSettings, + create_session, + create_weekly_sales_by_store_with_target, + ) + + settings = SnowflakeSettings.from_env() + with create_session(settings) as session: + # Auto-bootstraps warehouse + database when settings are provided + population_table = create_weekly_sales_by_store_with_target( + session, + settings=settings, + source_schema="RAW", + target_schema="PREPARED", + ) + arrow_table = session.table(population_table).to_arrow() +""" + +# ruff: noqa: G004, G003, S608, TRY301, E501 + +import logging +from typing import cast + +from snowflake.snowpark import Row, Session + +from ._bootstrap import ensure_infrastructure +from ._settings import SnowflakeSettings +from ._sql_loader import load_sql + +logger: logging.Logger = logging.getLogger(__name__) + + +class DataPreparationError(Exception): + """Raised when data preparation fails.""" + + +# ============================================================================= +# Public API +# ============================================================================= + + +DEFAULT_POPULATION_TABLE_NAME = "WEEKLY_SALES_BY_STORE_WITH_TARGET" + + +def create_weekly_sales_by_store_with_target( + session: Session, + settings: SnowflakeSettings | None = None, + source_schema: str = "RAW", + target_schema: str = "PREPARED", + table_name: str = DEFAULT_POPULATION_TABLE_NAME, +) -> str: + """Create weekly sales forecasting data for getML, grouped by store. + + Creates: + - weekly_stores: Table with store-week combinations (reference_date = Monday) + - Population view with target column (configurable name via table_name) + - Target: Sum of order_total for the 7-day window starting at reference_date + + When settings are provided, auto-bootstraps the warehouse and database + if they don't exist. + + Args: + session: Active Snowflake Snowpark session. + settings: Optional settings for auto-bootstrapping warehouse and database. + When provided, ensures infrastructure exists before preparing data. + source_schema: Schema containing raw_stores and raw_orders tables. + target_schema: Schema where prepared tables/views will be created. + table_name: Name of the population view to create. + + Returns: + Fully qualified table name (e.g., "PREPARED.WEEKLY_SALES_BY_STORE_WITH_TARGET"). + + Raises: + DataPreparationError: If source tables are missing or preparation fails. + BootstrapError: If auto-bootstrap fails due to insufficient privileges. + """ + if settings is not None: + ensure_infrastructure(session, settings) + if settings.warehouse: + session.use_warehouse(settings.warehouse) + if settings.database: + session.use_database(settings.database) + + _validate_source_tables(session, source_schema) + _ensure_target_schema(session, target_schema) + + logger.info(""" +================================================================================ +PREPARING WEEKLY SALES FORECASTING DATA BY STORE FOR GETML +================================================================================ +""") + + _analyze_and_display_stores(session, source_schema) + per_store = _create_weekly_stores_table(session, source_schema, target_schema) + _create_target_view(session, source_schema, target_schema, table_name) + + _display_sample_data(session, target_schema, per_store, table_name) + _display_store_statistics(session, target_schema, table_name) + _display_overall_statistics(session, target_schema, table_name) + _perform_data_quality_check(session, target_schema, table_name) + _display_recent_snapshots(session, target_schema, per_store, table_name) + + qualified_table_name = f"{target_schema}.{table_name}" + + logger.info(f""" +================================================================================ +DATA PREPARATION COMPLETE! +================================================================================ + +Objects created in {target_schema} schema: + - weekly_stores (TABLE) + - {table_name} (VIEW - USE THIS FOR GETML) + +Population table: {qualified_table_name} +For getML integration instructions, see: docs/GETML_WEEKLY_SALES_DATA_PREPARATION.md +""") + + return qualified_table_name + + +# ============================================================================= +# Validation and Schema Setup +# ============================================================================= + + +def _validate_source_tables(session: Session, source_schema: str) -> None: + """Validate that source schema exists and contains required tables.""" + required_tables: list[str] = ["raw_stores", "raw_orders"] + logger.info(f"Validating {source_schema} schema and required tables...") + + try: + for table_name in required_tables: + result: list[Row] = session.sql( + f"SELECT COUNT(*) as count FROM {source_schema}.{table_name} LIMIT 1" + ).collect() + if not result: + raise DataPreparationError( + f"Table {source_schema}.{table_name} does not exist or is not " + "accessible. Please run ingestion first." + ) + except DataPreparationError: + raise + except Exception as e: + raise DataPreparationError( + f"Failed to validate {source_schema} schema. " + f"Ensure data has been loaded. Error: {e}" + ) from e + + logger.info(f"✓ {source_schema} schema validated") + + +def _ensure_target_schema(session: Session, target_schema: str) -> None: + """Create target schema if it doesn't exist.""" + logger.info(f"Creating {target_schema} schema if not exists...") + sql: str = load_sql("common/create_schema.sql", schema_name=target_schema) + _ = session.sql(query=sql).collect() + logger.info(f"✓ {target_schema} schema ready") + + +# ============================================================================= +# Data Preparation Pipeline +# ============================================================================= + + +def _analyze_and_display_stores(session: Session, source_schema: str) -> None: + """Analyze and display store activity.""" + logger.info("\n1. Analyzing store data...") + stores: list[Row] = session.sql( + query=load_sql( + path="preparation/analyze_stores.sql", source_schema=source_schema + ) + ).collect() + + logger.info(f"\n{'Store':<30} {'Opened':<20} {'Orders':<12} {'Total Sales':<15}") + logger.info("-" * 80) + for store in stores: + logger.info( + f"{store[1]:<30} {store[2]!s:<20} {store[5]:<12,} ${store[6]:<14,.2f}" + ) + + +def _create_weekly_stores_table( + session: Session, + source_schema: str, + target_schema: str, +) -> list[Row]: + """Create weekly_stores table with store-week combinations. + + Creates one row per store per week using reference_date (Monday week start). + + Returns: + List of store information rows. + """ + logger.info("\n2. Creating weekly_stores table (store-week combinations)...") + logger.info(" reference_date is Monday (week start) from DATE_TRUNC('week', ...)") + + _ = session.sql( + load_sql(path="preparation/drop_weekly_stores.sql", target_schema=target_schema) + ).collect() + _ = session.sql( + query=load_sql( + path="preparation/create_weekly_stores.sql", + source_schema=source_schema, + target_schema=target_schema, + ) + ).collect() + + # Get summary in single query: totals + per-store breakdown + summary: list[Row] = session.sql( + query=load_sql( + path="preparation/weekly_stores_summary.sql", + target_schema=target_schema, + ) + ).collect() + + # First row contains totals (same for all rows due to CROSS JOIN) + num_snapshots: int = cast("int", summary[0][0]) + num_stores: int = cast("int", summary[0][1]) + logger.info( + f" Created {num_snapshots:,} weekly snapshots across {num_stores} stores" + ) + + # Extract per-store data (columns 2-5: store_name, num_snapshots, first, last) + per_store: list[Row] = summary + + logger.info(f"\n {'Store':<30} {'Snapshots':<12} {'First':<20} {'Last':<20}") + logger.info(" " + "-" * 80) + for row in per_store: + logger.info(f" {row[2]:<30} {row[3]:<12,} {row[4]!s:<20} {row[5]!s:<20}") + + return per_store + + +def _create_target_view( + session: Session, + source_schema: str, + target_schema: str, + table_name: str, +) -> None: + """Create view with target - total sales for the following week per store.""" + logger.info("\n3. Creating target view: next week's total sales per store...") + _ = session.sql( + query=load_sql( + path="preparation/calculate_target.sql", + source_schema=source_schema, + target_schema=target_schema, + table_name=table_name, + ) + ).collect() + + +# ============================================================================= +# Display and Analysis Functions +# ============================================================================= + + +def _display_sample_data( + session: Session, + target_schema: str, + per_store: list[Row], + table_name: str, +) -> None: + """Show sample data for first few stores.""" + if not logger.isEnabledFor(logging.DEBUG): + return + + logger.debug("\n4. Sample data - first 5 snapshots per store:") + logger.debug("-" * 120) + + for store_info in per_store[:3]: + store_name: str = cast("str", store_info[2]) + logger.debug(f"\n{store_name}:") + sample_query: str = load_sql( + path="preparation/snapshots_by_store.sql", + target_schema=target_schema, + store_name=store_name, + table_name=table_name, + order_direction="", + limit="5", + ) + samples: list[Row] = session.sql(sample_query).collect() + + logger.debug(f"{'ID':<8} {'Week Start':<20} {'Sales $':<15} {'Orders':<10}") + logger.debug("-" * 60) + for row in samples: + logger.debug(f"{row[0]:<8} {row[1]!s:<20} ${row[2]:<14,.2f} {row[3]:<10,}") + + +def _display_store_statistics( + session: Session, + target_schema: str, + table_name: str, +) -> None: + """Display target statistics per store.""" + if not logger.isEnabledFor(logging.DEBUG): + return + + logger.debug("\n5. Target statistics per store:") + logger.debug("-" * 120) + + store_stats: list[Row] = session.sql( + query=load_sql( + path="preparation/store_statistics.sql", + target_schema=target_schema, + table_name=table_name, + ) + ).collect() + + logger.debug( + f"{'Store':<30} {'Snapshots':<12} {'Avg Week $':<15} " + f"{'Min $':<15} {'Max $':<15} {'Std Dev $':<15}" + ) + logger.debug("-" * 120) + for row in store_stats: + logger.debug( + f"{row[0]:<30} {row[1]:<12,} ${row[2]:<14,.2f} " + f"${row[3]:<14,.2f} ${row[4]:<14,.2f} ${row[5]:<14,.2f}" + ) + + +def _display_overall_statistics( + session: Session, + target_schema: str, + table_name: str, +) -> None: + """Display overall dataset statistics.""" + if not logger.isEnabledFor(logging.DEBUG): + return + + overall: Row = session.sql( + query=load_sql( + path="preparation/overall_statistics.sql", + target_schema=target_schema, + table_name=table_name, + ) + ).collect()[0] + + logger.debug(f""" +6. Overall statistics: +-------------------------------------------------------------------------------- + Total snapshots: {overall[0]:,} + Number of stores: {overall[1]:,} + Average weekly sales per store: ${overall[2]:,.2f} + Total sales in dataset: ${overall[3]:,.2f} + Total orders in dataset: {overall[4]:,} +""") + + +def _perform_data_quality_check( + session: Session, + target_schema: str, + table_name: str, +) -> None: + """Perform and display data quality checks.""" + if not logger.isEnabledFor(logging.DEBUG): + return + + quality: Row = session.sql( + query=load_sql( + path="preparation/data_quality_check.sql", + target_schema=target_schema, + table_name=table_name, + ) + ).collect()[0] + + logger.debug(f""" +7. Data quality check: +-------------------------------------------------------------------------------- + Total snapshots: {quality[0]:,} + Weeks with zero sales: {quality[1]:,} + Weeks with zero orders: {quality[2]:,} + Invalid records (sales but no orders): {quality[3]:,} +""") + + zero_sales_count: int = cast("int", quality[1]) + if zero_sales_count > 0: + logger.warning( + f"\n WARNING: {zero_sales_count} snapshots have zero sales. Investigating..." + ) + zero_sales: list[Row] = session.sql( + query=load_sql( + path="preparation/zero_sales_investigation.sql", + target_schema=target_schema, + table_name=table_name, + ) + ).collect() + for row in zero_sales: + logger.warning(f" {row[0]}: {row[1]} weeks with zero sales") + + +def _display_recent_snapshots( + session: Session, + target_schema: str, + per_store: list[Row], + table_name: str, +) -> None: + """Show most recent snapshots for first few stores.""" + if not logger.isEnabledFor(logging.DEBUG): + return + + logger.debug("\n8. Most recent snapshots (last 3 per store):") + logger.debug("-" * 120) + + for store_info in per_store[:3]: + store_name: str = cast("str", store_info[2]) + logger.debug(f"\n{store_name}:") + recent_query: str = load_sql( + path="preparation/snapshots_by_store.sql", + target_schema=target_schema, + store_name=store_name, + table_name=table_name, + order_direction="DESC", + limit="3", + ) + recent: list[Row] = session.sql(recent_query).collect() + + logger.debug(f"{'ID':<8} {'Week Start':<20} {'Sales $':<15} {'Orders':<10}") + logger.debug("-" * 60) + for row in recent: + logger.debug(f"{row[0]:<8} {row[1]!s:<20} ${row[2]:<14,.2f} {row[3]:<10,}") + + +if __name__ == "__main__": + logging.basicConfig( + level=logging.INFO, + format="%(message)s", + ) + + logger.info("This module requires a Snowflake session to be passed.") + logger.info("Example usage:") + logger.info(""" + from data import ( + SnowflakeSettings, + create_session, + create_weekly_sales_by_store_with_target, + ) + + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + population_table = create_weekly_sales_by_store_with_target( + session, + table_name="WEEKLY_SALES_BY_STORE_WITH_TARGET", + ) + # Use population_table with session.table(population_table).to_arrow() + """) diff --git a/integration/snowflake/data/sql/bootstrap/create_database.sql b/integration/snowflake/data/sql/bootstrap/create_database.sql new file mode 100644 index 0000000..b58ebb1 --- /dev/null +++ b/integration/snowflake/data/sql/bootstrap/create_database.sql @@ -0,0 +1 @@ +CREATE DATABASE IF NOT EXISTS {database_name} diff --git a/integration/snowflake/data/sql/bootstrap/create_warehouse.sql b/integration/snowflake/data/sql/bootstrap/create_warehouse.sql new file mode 100644 index 0000000..6e8ef05 --- /dev/null +++ b/integration/snowflake/data/sql/bootstrap/create_warehouse.sql @@ -0,0 +1,6 @@ +CREATE WAREHOUSE IF NOT EXISTS {warehouse_name} +WITH + WAREHOUSE_SIZE = '{warehouse_size}' + AUTO_SUSPEND = {auto_suspend_seconds} + AUTO_RESUME = TRUE + INITIALLY_SUSPENDED = TRUE diff --git a/integration/snowflake/data/sql/common/create_schema.sql b/integration/snowflake/data/sql/common/create_schema.sql new file mode 100644 index 0000000..57faa76 --- /dev/null +++ b/integration/snowflake/data/sql/common/create_schema.sql @@ -0,0 +1 @@ +CREATE SCHEMA IF NOT EXISTS {schema_name} diff --git a/integration/snowflake/data/sql/ingestion/copy_into_table.sql b/integration/snowflake/data/sql/ingestion/copy_into_table.sql new file mode 100644 index 0000000..2a7ae6f --- /dev/null +++ b/integration/snowflake/data/sql/ingestion/copy_into_table.sql @@ -0,0 +1,6 @@ +-- Copy data from staged Parquet file into table +-- Uses MATCH_BY_COLUMN_NAME to map Parquet columns to table columns +COPY INTO {schema_name}.{table_name} + FROM @{schema_name}.{stage_name}/{table_name}.parquet + FILE_FORMAT = (FORMAT_NAME = '{schema_name}.PARQUET_FORMAT') + MATCH_BY_COLUMN_NAME = CASE_INSENSITIVE; diff --git a/integration/snowflake/data/sql/ingestion/create_internal_stage.sql b/integration/snowflake/data/sql/ingestion/create_internal_stage.sql new file mode 100644 index 0000000..7b34028 --- /dev/null +++ b/integration/snowflake/data/sql/ingestion/create_internal_stage.sql @@ -0,0 +1,4 @@ +-- Create internal stage for uploading local parquet files +-- Used when loading data via session.file.put() instead of external storage integration +CREATE OR REPLACE STAGE {schema_name}.{stage_name} + FILE_FORMAT = {schema_name}.PARQUET_FORMAT; diff --git a/integration/snowflake/data/sql/ingestion/create_parquet_file_format.sql b/integration/snowflake/data/sql/ingestion/create_parquet_file_format.sql new file mode 100644 index 0000000..c6d6504 --- /dev/null +++ b/integration/snowflake/data/sql/ingestion/create_parquet_file_format.sql @@ -0,0 +1,5 @@ +-- Create Parquet file format for data ingestion +-- Uses CREATE OR REPLACE for idempotent execution +CREATE OR REPLACE FILE FORMAT {schema_name}.PARQUET_FORMAT + TYPE = PARQUET + USE_VECTORIZED_SCANNER = TRUE diff --git a/integration/snowflake/data/sql/ingestion/create_stage_s3_public.sql b/integration/snowflake/data/sql/ingestion/create_stage_s3_public.sql new file mode 100644 index 0000000..b9f778e --- /dev/null +++ b/integration/snowflake/data/sql/ingestion/create_stage_s3_public.sql @@ -0,0 +1,5 @@ +-- Create external stage pointing to a public S3 bucket for Parquet data ingestion +-- No credentials required for public buckets +CREATE OR REPLACE STAGE {schema_name}.{stage_name} + URL = '{bucket_url}' + FILE_FORMAT = {schema_name}.PARQUET_FORMAT diff --git a/integration/snowflake/data/sql/ingestion/create_table_from_parquet.sql b/integration/snowflake/data/sql/ingestion/create_table_from_parquet.sql new file mode 100644 index 0000000..bd10f2e --- /dev/null +++ b/integration/snowflake/data/sql/ingestion/create_table_from_parquet.sql @@ -0,0 +1,16 @@ +-- Create table with schema inferred from Parquet file +-- Uses INFER_SCHEMA to detect column names and types from the Parquet metadata +-- Column names are uppercased to match Snowflake conventions (unquoted identifiers) +CREATE OR REPLACE TABLE {schema_name}.{table_name} + USING TEMPLATE ( + SELECT ARRAY_AGG(OBJECT_CONSTRUCT( + 'COLUMN_NAME', UPPER(COLUMN_NAME), + 'TYPE', TYPE, + 'NULLABLE', NULLABLE + )) + FROM TABLE( + INFER_SCHEMA( + LOCATION=>'@{schema_name}.{stage_name}/{table_name}.parquet', + FILE_FORMAT=>'{schema_name}.PARQUET_FORMAT' + ) + )); diff --git a/integration/snowflake/data/sql/preparation/analyze_stores.sql b/integration/snowflake/data/sql/preparation/analyze_stores.sql new file mode 100644 index 0000000..03ab648 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/analyze_stores.sql @@ -0,0 +1,13 @@ +-- Analyze stores and their activity +SELECT + s.id, + s.name, + TRY_TO_TIMESTAMP(s.opened_at) as opened_at, + MIN(TRY_TO_TIMESTAMP(o.ordered_at)) as first_order, + MAX(TRY_TO_TIMESTAMP(o.ordered_at)) as last_order, + COUNT(o.id) as total_orders, + SUM(COALESCE(o.order_total, 0)) / 100.0 as total_sales +FROM {source_schema}.raw_stores s +LEFT JOIN {source_schema}.raw_orders o ON o.store_id = s.id +GROUP BY s.id, s.name, s.opened_at +ORDER BY TRY_TO_TIMESTAMP(s.opened_at) diff --git a/integration/snowflake/data/sql/preparation/calculate_target.sql b/integration/snowflake/data/sql/preparation/calculate_target.sql new file mode 100644 index 0000000..b7ac3b5 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/calculate_target.sql @@ -0,0 +1,39 @@ +-- Create view with target: next week's sales per store +-- +-- This view joins weekly_stores with pre-aggregated order totals. +-- Target is the sum of order_total for the 7-day window starting at reference_date. +-- +-- Window: [reference_date, reference_date + 7 days) +-- - reference_date is Monday 00:00:00 (week start) +-- - Target covers Monday through Sunday of that week +-- +-- Optimized: Single aggregation pass instead of correlated subqueries +CREATE OR REPLACE VIEW {target_schema}.{table_name} AS +WITH weekly_order_totals AS ( + SELECT + store_id, + DATE_TRUNC('week', TRY_TO_TIMESTAMP(ordered_at)) as week_start, + SUM(order_total) / 100.0 as week_sales, + COUNT(*) as week_orders + FROM {source_schema}.raw_orders + WHERE ordered_at IS NOT NULL + GROUP BY store_id, DATE_TRUNC('week', TRY_TO_TIMESTAMP(ordered_at)) +) +SELECT + ws.snapshot_id, + ws.store_id, + ws.store_name, + ws.reference_date, + ws.year, + ws.month, + ws.week_number, + ws.days_since_open, + ws.is_full_week_after_opening, + ws.has_order_activity, + ws.has_min_history, + COALESCE(wot.week_sales, 0) as next_week_sales, + COALESCE(wot.week_orders, 0) as next_week_orders +FROM {target_schema}.weekly_stores ws +LEFT JOIN weekly_order_totals wot + ON wot.store_id = ws.store_id + AND wot.week_start = ws.reference_date diff --git a/integration/snowflake/data/sql/preparation/create_weekly_stores.sql b/integration/snowflake/data/sql/preparation/create_weekly_stores.sql new file mode 100644 index 0000000..af3f2ef --- /dev/null +++ b/integration/snowflake/data/sql/preparation/create_weekly_stores.sql @@ -0,0 +1,67 @@ +-- Create store-week combinations for weekly sales forecasting +-- +-- This table creates the base data for getML: one row per store per week. +-- reference_date is the Monday (week start) derived from DATE_TRUNC('week', ordered_at). +-- +-- Filtering logic: +-- - Week must be >= store's opened_at date (store existed) +-- - Week must be < last_order_week (exclude incomplete final week) +-- +-- Boolean flags for data quality filtering: +-- - is_full_week_after_opening: Store had a full week of operation before this week +-- - has_order_activity: Store has order data spanning this week +-- - has_min_history: At least 7 days since store opened +CREATE TABLE {target_schema}.weekly_stores AS +WITH store_activity AS ( + SELECT + s.id as store_id, + s.name as store_name, + TRY_TO_TIMESTAMP(s.opened_at) as opened_at, + DATE_TRUNC('week', TRY_TO_TIMESTAMP(s.opened_at)) + INTERVAL '7 days' as first_full_week, + MIN(TRY_TO_TIMESTAMP(o.ordered_at)) as first_order_date, + MAX(TRY_TO_TIMESTAMP(o.ordered_at)) as last_order_date, + DATE_TRUNC('week', MIN(TRY_TO_TIMESTAMP(o.ordered_at))) as first_order_week, + DATE_TRUNC('week', MAX(TRY_TO_TIMESTAMP(o.ordered_at))) as last_order_week + FROM {source_schema}.raw_stores s + LEFT JOIN {source_schema}.raw_orders o ON o.store_id = s.id + GROUP BY s.id, s.name, TRY_TO_TIMESTAMP(s.opened_at) +), + +all_weeks AS ( + SELECT DISTINCT + DATE_TRUNC('week', TRY_TO_TIMESTAMP(ordered_at)) as reference_date + FROM {source_schema}.raw_orders + WHERE ordered_at IS NOT NULL +), + +store_weeks AS ( + SELECT + sa.store_id, + sa.store_name, + w.reference_date, + sa.opened_at, + sa.first_full_week, + sa.first_order_week, + sa.last_order_week + FROM store_activity sa + CROSS JOIN all_weeks w + WHERE w.reference_date >= sa.opened_at + AND w.reference_date < sa.last_order_week +) + +SELECT + ROW_NUMBER() OVER (ORDER BY reference_date, store_id) as snapshot_id, + store_id, + store_name, + reference_date, + EXTRACT(year FROM reference_date) as year, + EXTRACT(month FROM reference_date) as month, + EXTRACT(week FROM reference_date) as week_number, + DATEDIFF('day', opened_at, reference_date) as days_since_open, + reference_date >= first_full_week as is_full_week_after_opening, + first_order_week IS NOT NULL + AND reference_date >= first_order_week + AND reference_date < last_order_week as has_order_activity, + DATEDIFF('day', opened_at, reference_date) >= 7 as has_min_history +FROM store_weeks +ORDER BY reference_date, store_id; diff --git a/integration/snowflake/data/sql/preparation/data_quality_check.sql b/integration/snowflake/data/sql/preparation/data_quality_check.sql new file mode 100644 index 0000000..bce0155 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/data_quality_check.sql @@ -0,0 +1,7 @@ +-- Data quality check +SELECT + COUNT(*) as total, + SUM(CASE WHEN next_week_sales = 0 THEN 1 ELSE 0 END) as zero_sales, + SUM(CASE WHEN next_week_orders = 0 THEN 1 ELSE 0 END) as zero_orders, + SUM(CASE WHEN next_week_sales > 0 AND next_week_orders = 0 THEN 1 ELSE 0 END) as invalid +FROM {target_schema}.{table_name} diff --git a/integration/snowflake/data/sql/preparation/drop_weekly_stores.sql b/integration/snowflake/data/sql/preparation/drop_weekly_stores.sql new file mode 100644 index 0000000..d707af2 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/drop_weekly_stores.sql @@ -0,0 +1,2 @@ +-- Drop the weekly_stores table if it exists +DROP TABLE IF EXISTS {target_schema}.weekly_stores diff --git a/integration/snowflake/data/sql/preparation/overall_statistics.sql b/integration/snowflake/data/sql/preparation/overall_statistics.sql new file mode 100644 index 0000000..0772c2d --- /dev/null +++ b/integration/snowflake/data/sql/preparation/overall_statistics.sql @@ -0,0 +1,8 @@ +-- Overall statistics +SELECT + COUNT(*) as total_snapshots, + COUNT(DISTINCT store_id) as num_stores, + AVG(next_week_sales) as avg_weekly_sales, + SUM(next_week_sales) as total_sales, + SUM(next_week_orders) as total_orders +FROM {target_schema}.{table_name} diff --git a/integration/snowflake/data/sql/preparation/snapshots_by_store.sql b/integration/snowflake/data/sql/preparation/snapshots_by_store.sql new file mode 100644 index 0000000..03b24d7 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/snapshots_by_store.sql @@ -0,0 +1,11 @@ +-- Sample snapshots for a specific store +-- Use order_direction="" for oldest first, "DESC" for newest first +SELECT + snapshot_id, + reference_date, + next_week_sales, + next_week_orders +FROM {target_schema}.{table_name} +WHERE store_name = '{store_name}' +ORDER BY reference_date {order_direction} +LIMIT {limit} diff --git a/integration/snowflake/data/sql/preparation/store_statistics.sql b/integration/snowflake/data/sql/preparation/store_statistics.sql new file mode 100644 index 0000000..6bdeb4e --- /dev/null +++ b/integration/snowflake/data/sql/preparation/store_statistics.sql @@ -0,0 +1,12 @@ +-- Statistics per store +SELECT + store_name, + COUNT(*) as num_snapshots, + AVG(next_week_sales) as avg_weekly_sales, + MIN(next_week_sales) as min_weekly_sales, + MAX(next_week_sales) as max_weekly_sales, + STDDEV(next_week_sales) as stddev_weekly_sales, + SUM(next_week_orders) as total_orders +FROM {target_schema}.{table_name} +GROUP BY store_name +ORDER BY avg_weekly_sales DESC diff --git a/integration/snowflake/data/sql/preparation/weekly_stores_summary.sql b/integration/snowflake/data/sql/preparation/weekly_stores_summary.sql new file mode 100644 index 0000000..9cd38b5 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/weekly_stores_summary.sql @@ -0,0 +1,27 @@ +-- Summary of weekly_stores table: counts and per-store breakdown +-- Returns total snapshots, store count, and per-store details in one query +WITH totals AS ( + SELECT + COUNT(*) as total_snapshots, + COUNT(DISTINCT store_id) as num_stores + FROM {target_schema}.weekly_stores +), +per_store AS ( + SELECT + store_name, + COUNT(*) as num_snapshots, + MIN(reference_date) as first_snapshot, + MAX(reference_date) as last_snapshot + FROM {target_schema}.weekly_stores + GROUP BY store_name +) +SELECT + t.total_snapshots, + t.num_stores, + p.store_name, + p.num_snapshots, + p.first_snapshot, + p.last_snapshot +FROM totals t +CROSS JOIN per_store p +ORDER BY p.first_snapshot diff --git a/integration/snowflake/data/sql/preparation/zero_sales_investigation.sql b/integration/snowflake/data/sql/preparation/zero_sales_investigation.sql new file mode 100644 index 0000000..7a03bb7 --- /dev/null +++ b/integration/snowflake/data/sql/preparation/zero_sales_investigation.sql @@ -0,0 +1,6 @@ +-- Investigate stores with zero sales +SELECT store_name, COUNT(*) as count +FROM {target_schema}.{table_name} +WHERE next_week_sales = 0 +GROUP BY store_name +ORDER BY count DESC diff --git a/integration/snowflake/docs/GETML_WEEKLY_SALES_DATA_PREPARATION.md b/integration/snowflake/docs/GETML_WEEKLY_SALES_DATA_PREPARATION.md new file mode 100644 index 0000000..17b96cd --- /dev/null +++ b/integration/snowflake/docs/GETML_WEEKLY_SALES_DATA_PREPARATION.md @@ -0,0 +1,144 @@ +# getML Weekly Sales Data Preparation Guide - By Store + +**This guide explains how to use the prepared weekly sales forecasting data with getML for store-level predictions.** + +The data preparation pipeline creates: + +- `weekly_stores` (TABLE): Store-week combinations with `reference_date` (Monday week start) +- `weekly_sales_by_store_with_target` (VIEW): Adds target column (next week's sales) + +--- + +## 1. Weekly Sales View + +**View name:** `weekly_sales_by_store_with_target` + +| Column | Description | +|--------|-------------| +| `snapshot_id` | Unique identifier for each prediction point | +| `store_id` | The store being predicted | +| `store_name` | Store name (for reference) | +| `reference_date` | Monday (week start) from DATE_TRUNC('week', ...) | +| `year`, `month`, `week_number` | Temporal components | +| `days_since_open` | Days since store opened | +| `is_full_week_after_opening` | True if store had a full week of operation before this week | +| `has_order_activity` | True if store has order data spanning this week | +| `has_min_history` | True if at least 7 days since store opened | +| `next_week_sales` | Target: sum of sales for 7-day window starting at reference_date | +| `next_week_orders` | Number of orders in the target window | + +--- + +## 2. Target Column + +**Column name:** `next_week_sales` + +- Sum of order_total for the 7-day window: [reference_date, reference_date + 7 days) +- Unit: dollars (already divided by 100) + +--- + +## 3. Time Column + +**Column name:** `reference_date` + +- Mark this as `time_stamp` role in getML +- Represents Monday 00:00:00 (week start) +- Ensures no data leakage (only past data used for prediction via `ordered_at < reference_date`) + +--- + +## 4. Join Key + +**Column name:** `store_id` + +- Links weekly sales data to store-specific data + +--- + +## 5. Join Tables + +| Table | Join Condition | +|-------|----------------| +| `raw_stores` | `store.id = weekly_sales.store_id` | +| `raw_orders` | `order.store_id = weekly_sales.store_id AND order.ordered_at < reference_date` | +| `raw_customers` | Join through orders | +| `raw_items` | Join through orders | +| `raw_products` | Join through items | +| `raw_tweets` | `tweet.tweeted_at < reference_date` (if relevant to stores) | + +--- + +## 6. Example getML Code + +```python +import getml + +# Load weekly sales data (one row per store per week) +weekly_sales_by_store = getml.DataFrame.from_db( + name="weekly_sales_by_store", + table_name="weekly_sales_by_store_with_target" +) + +# Set roles +weekly_sales_by_store.set_role("snapshot_id", getml.data.roles.join_key) +weekly_sales_by_store.set_role("store_id", getml.data.roles.join_key) +weekly_sales_by_store.set_role("reference_date", getml.data.roles.time_stamp) +weekly_sales_by_store.set_role("next_week_sales", getml.data.roles.target) +weekly_sales_by_store.set_role("store_name", getml.data.roles.categorical) + +# Boolean flags can be used as features or for filtering +weekly_sales_by_store.set_role( + ["is_full_week_after_opening", "has_order_activity", "has_min_history"], + getml.data.roles.categorical +) + +# Load peripheral tables +stores = getml.DataFrame.from_db(name="stores", table_name="raw_stores") +stores.set_role("id", getml.data.roles.join_key) +stores.set_role("opened_at", getml.data.roles.time_stamp) + +orders = getml.DataFrame.from_db(name="orders", table_name="raw_orders") +orders.set_role("store_id", getml.data.roles.join_key) +orders.set_role("ordered_at", getml.data.roles.time_stamp) + +# Define container with store-specific relationships +container = getml.data.Container(population=weekly_sales_by_store) +container.add( + stores=stores, + orders=orders, + # ... other tables +) + +# Create propositionalization for store-level features +# getML will automatically aggregate order history per store + +# Train model +pipe = getml.Pipeline(...) +pipe.fit(container.train) + +# Predict next week's sales for each store +predictions = pipe.predict(container.test) +``` + +--- + +## 7. Key Differences from Overall Prediction + +- **Row granularity:** Each row represents ONE store's prediction for ONE week +- **Feature scope:** Features will be store-specific (that store's history) +- **Analysis capability:** Can compare store performance, identify store-specific patterns +- **Training data:** More training examples (6 stores × N weeks instead of just N weeks) + +--- + +## 8. Data Quality Flags + +The boolean flags can be used to filter training data: + +```python +# Only use rows with sufficient history +filtered_weekly_sales = weekly_sales_by_store[weekly_sales_by_store["has_min_history"] == True] + +# Or use as features - getML can learn from these patterns +``` diff --git a/integration/snowflake/docs/python-testing-guide.md b/integration/snowflake/docs/python-testing-guide.md new file mode 100644 index 0000000..3155ad2 --- /dev/null +++ b/integration/snowflake/docs/python-testing-guide.md @@ -0,0 +1,456 @@ +# Pytest Best Practices: A Comprehensive Guide to Python Testing Excellence + +**The path to reliable, maintainable tests starts with understanding what to test and how to test it effectively.** The Python testing community, led by experts like Brian Okken, Martin Fowler, Kent Beck, and Ned Batchelder, has established clear principles: write tests until fear transforms into confidence, mock only at boundaries, and measure success not by coverage numbers but by how rarely bugs escape to production. This guide synthesizes authoritative sources into actionable patterns for writing pytest tests that catch real bugs, survive refactoring, and make you move faster. + +Testing is fundamentally about confidence—the confidence to refactor without breaking things, to deploy without anxiety, and to evolve your codebase safely. The practices below represent years of community wisdom distilled into principles that work at scale, from small projects to enterprise codebases. + +## Fixtures and conftest.py: Building blocks for reusable test infrastructure + +**Fixtures are pytest's superpower**, providing a modular, composable way to manage test setup and teardown. They make test dependencies explicit, enable resource sharing, and handle cleanup automatically through Python's yield mechanism. + +### When to use fixtures versus regular functions + +Use fixtures when you need lifecycle management, resource cleanup, or state sharing across tests. The official pytest documentation emphasizes that fixtures have explicit names and are activated by declaring their use from test functions. This declarative approach makes dependencies visible and manageable. Fixtures excel at managing expensive resources like database connections, API clients, or browser instances where pytest should handle the lifecycle automatically. + +Avoid creating fixtures for trivial data. A common anti-pattern identified by pytest core developers is wrapping simple data in fixtures: `@pytest.fixture def my_list(): return ["a", "b", "c"]` adds unnecessary indirection when a plain function or inline data suffices. For test data generation without cleanup needs or shared state, a regular function is always simpler. + +### Understanding and applying fixture scopes + +Pytest offers five scope levels that control fixture lifetime and sharing. **Function scope** (the default) provides maximum isolation, executing once per test with teardown after each test. Use this when each test needs fresh, independent data. **Class scope** executes once per test class, shared among all test methods—useful when multiple test methods need the same resource but be cautious of side effects between methods. + +**Module scope** executes once per test module, shared across all tests in the module, ideal for expensive setup that's safe to share like SMTP connections. **Package scope** executes once per package, less commonly used but valuable when multiple modules in a package require shared resources. **Session scope** executes once for the entire test session, most efficient for expensive resources like database connections or WebDriver instances, but must be defined in conftest.py to be practical. + +The critical rule: fixtures can use broader-scoped fixtures but not narrower ones. A session-scoped fixture cannot meaningfully use a module-scoped one. Scope selection depends on three factors: isolation needs (higher isolation requires smaller scope), performance (expensive setups benefit from larger scopes), and side effects (shared state can cause test interdependence). + +### Factory fixtures for flexibility + +The factory-as-fixture pattern solves situations where you need multiple instances in one test: + +```python +@pytest.fixture +def make_customer(): + def _make_customer(name, email): + return Customer(name=name, email=email) + return _make_customer + +def test_multiple_customers(make_customer): + customer1 = make_customer("Alice", "[email protected]") + customer2 = make_customer("Bob", "[email protected]") + assert customer1.name != customer2.name +``` + +This pattern provides flexibility while maintaining fixture benefits like automatic discovery and conftest.py sharing. + +### Organizing conftest.py for large projects + +The conftest.py file serves as pytest's configuration and fixture hub, automatically discovered without imports. Its primary purposes include sharing fixtures across test files, implementing local per-directory plugins, defining hooks for test collection and execution, and configuring pytest behavior for specific directories. + +Successful projects use a hierarchical approach. The root conftest.py contains session fixtures and global configuration—the most general, widely-used fixtures. Subdirectory conftest.py files hold specialized fixtures for that test category. For example, separate integration/ and unit/ directories can each have conftest.py files with appropriate fixtures. **Nested conftest.py files add to parent fixtures rather than replacing them**, creating a fixture inheritance hierarchy. + +For very large test suites, the pytest_plugins approach provides better organization: + +```python +# tests/conftest.py +pytest_plugins = [ + "tests.fixtures.database", + "tests.fixtures.api", + "tests.fixtures.auth", +] +``` + +This modularization separates fixtures into logical files, making them easier to locate and maintain. The official documentation warns: pytest_plugins in non-root conftest.py files is deprecated—define it only in the tests root directory. + +### Critical fixture anti-patterns to avoid + +**Over-fixturing** creates fixtures for trivial data when simple functions suffice. **Implicit dependencies** abuse autouse when explicit fixture requests make tests clearer. **Testing through fixtures** uses API calls to set up fixtures for testing other API calls—if fixture setup fails, the test fails for the wrong reason; use ORM or direct database access instead. + +**Stateful fixtures without proper scope** share mutable state across tests unintentionally, breaking test isolation. **Complex parametrized fixtures** make tests harder to understand; consider factory functions instead. **Nested mocks** within fixtures indicate the unit under test knows too much about collaborators—mock direct collaborators only. + +## Parameterization: Testing multiple scenarios efficiently + +Parameterization through `@pytest.mark.parametrize` eliminates repetitive test code by running the same logic with different inputs. Each parameter set runs as a separate test with a unique ID, so failed parameters don't affect others. This approach reduces code duplication while improving test coverage. + +Use parameterization when testing the same logic with different inputs, validating edge cases and boundaries, testing multiple variations of similar scenarios, or when repetitive test code differs only in data. The pattern excels at testing input validation comprehensively: + +```python +TEST_CASES = [ + ("[email protected]", True), + ("invalid.email", False), + ("@example.com", False), +] + +@pytest.mark.parametrize("email,is_valid", TEST_CASES) +def test_email_validation(email, is_valid): + assert validate_email(email) == is_valid +``` + +### Structuring parametrized tests for clarity + +Use descriptive parameter names—`input_string,expected_output` instead of `x,y`. Separate test data from test logic by defining test cases as module-level constants or variables. Use `pytest.param` for complex scenarios with custom IDs: + +```python +@pytest.mark.parametrize("input,expected,error", [ + pytest.param(4, 2, None, id="normal_division"), + pytest.param(2, 0, ZeroDivisionError, id="division_by_zero"), +]) +def test_division(input, expected, error): + if error: + with pytest.raises(error): + divide(input, 2) + else: + assert divide(input, 2) == expected +``` + +Custom test IDs make failures easier to debug and allow running specific test cases with pytest's `-k` flag. + +### When parameterization becomes harmful + +Avoid parameterization when tests have significantly different logic requiring different setup or assertions—adding if/else complexity to accommodate parameters reduces clarity. Don't parametrize when test readability suffers; sometimes explicit separate tests communicate intent better than abstracted parametrization. + +Skip parameterization for one-off test cases or when debugging becomes difficult due to excessive abstraction. The expert consensus: balance DRY principles with clarity. Make sure you're not "parametrizing your test suite into incomprehensibility." + +### Indirect parameterization for expensive setup + +Use `indirect=True` to pass parameters through fixtures when expensive setup is needed for each parameter or when parameters need transformation before use: + +```python +@pytest.fixture +def database(request): + db = create_database(request.param) + yield db + db.close() + +@pytest.mark.parametrize("database", ["mysql", "postgres"], indirect=True) +def test_query(database): + assert database.query("SELECT 1") +``` + +This pattern defers expensive setup until test runtime rather than collection time, improving performance. + +## Unit tests versus integration tests: Choosing the right granularity + +**Unit tests** verify small units of code in isolation, running in milliseconds with external dependencies stubbed or mocked. They form the base of the testing pyramid—you should have lots of them. In functional languages, a unit is typically a single function; in object-oriented languages, it ranges from a single method to an entire class. The key is testing behavior, not implementation details. + +Martin Fowler distinguishes between **sociable unit tests** that allow talking to real collaborators when sensible, and **solitary unit tests** that stub all collaborators for perfect isolation. His advice: use both approaches as situations warrant. + +**Integration tests** verify that your application correctly works with external components like databases, APIs, or filesystems. They run much slower than unit tests—tens per second instead of hundreds. Integration tests focus on boundaries where your code meets the outside world. Write some, but fewer than unit tests. + +### The testing pyramid guides test distribution + +Mike Cohn's testing pyramid, popularized by Martin Fowler, structures tests by granularity. At the base: many fast unit tests. In the middle: some integration tests for component interactions. At the top: few end-to-end UI tests. The pyramid shape reflects that fast tests at the bottom catch bugs close to the root cause, while broad tests at the top are slower, harder to maintain, and more susceptible to flaky failures. + +Fowler's key principle: **write tests with different granularity, and the more high-level you get, the fewer tests you should have.** Write integration tests for all code that serializes or deserializes data—calls to REST APIs, reading/writing databases, calling other applications' APIs, reading/writing queues, and writing to the filesystem. + +### When to use each test type + +Use **unit tests** for business logic and algorithms, individual classes and functions, fast feedback loops, testing edge cases and input combinations, and documenting how specific code units work. The focus is internal correctness. + +Use **integration tests** for database interactions, API integrations with external services, file system operations, message queue interactions, and verifying serialization/deserialization works correctly. The focus is boundary correctness. + +Don't duplicate coverage across pyramid levels. Fowler's rule: if a higher-level test spots an error and there's no lower-level test failing, you need to write a lower-level test. Push your tests as far down the pyramid as you can. + +### Best practices for each type + +**Unit test structure** follows the Arrange-Act-Assert pattern (or Given-When-Then). Keep tests small and focused—test one thing at a time with one assertion or closely related assertions. Test behavior through public interfaces, not implementation. Focus on observable outcomes rather than internal state. Avoid testing private methods and trivial code like getters/setters. + +**Integration test practices** emphasize testing at the boundary—focus on the integration point itself without retesting logic already covered by unit tests. Use appropriate test doubles: for testing your database repository, use a real test database; for testing external APIs, use tools like Wiremock or Pact. Run external dependencies locally when possible. Keep integration tests narrow rather than reimplementing all unit tests at a higher level. + +## Test coverage philosophy: Focusing on meaningful tests + +Martin Fowler's definitive statement: **"Test coverage is a useful tool for finding untested parts of a codebase. Test coverage is of little use as a numeric statement of how good your tests are."** The fundamental problem with coverage targets is that people write tests to make coverage numbers happy without thinking about test quality. + +Fowler identifies the target problem: if you make a certain level of coverage a target, people will try to attain it, but high coverage numbers are too easy to reach with low-quality testing. Developers can write tests that execute code without actually testing anything meaningful—assertion-free tests that satisfy coverage tools while providing zero protection against bugs. + +### What coverage actually reveals + +Coverage tells you which parts of your codebase aren't being executed by tests, helping identify potential gaps deserving attention. Coverage doesn't tell you whether your tests check the right things, can catch meaningful bugs, have quality assertions, or distinguish business logic from trivial code. + +Fowler states that with thoughtful testing, coverage should naturally fall in the upper 80s or 90s. **Anything like 100% should raise suspicion**—it would smell of someone writing tests to make coverage numbers happy rather than testing effectively. + +### Martin Fowler's sufficiency test + +You are doing enough testing if: (1) you rarely get bugs that escape into production, and (2) you are rarely hesitant to change code for fear it will cause production bugs. This outcome-based measure beats any coverage percentage. + +Kent Beck's philosophy reinforces this: **"I get paid for code that works, not for tests, so my philosophy is to test as little as possible to reach a given level of confidence."** He adds: "Can you test too much? Sure you can. You are testing too much if you can remove tests while still having enough." + +### Why measuring coverage in TDD is counterproductive + +James Shore argues that measuring unit test coverage in test-driven development is worse than useless—it actively misleads. The definition of TDD is that you don't write code without a failing test, doing so in a tight loop covering one branch at a time. If you're doing TDD properly, any code you write is ipso facto covered. + +Instead of measuring coverage, Shore recommends focusing on root-cause analysis of escaped defects, teaching testing skills, refactoring and evolutionary design, pairing and mobbing for better discipline, and adding tests as you work on legacy code. + +### What not to test + +Skip testing trivial getters and setters, simple pass-through methods, framework code you didn't write, and code without conditional logic. Kent Beck explicitly gives permission: don't test trivial code. Use coverage tools periodically to find untested code, then review those areas asking "Does it worry me that this isn't tested?" rather than setting organizational mandates like "87% coverage required." + +## Testing external dependencies: Drawing the right boundaries + +**The central principle: don't test external libraries themselves; test YOUR integration with them.** Pydantic, requests, SQLAlchemy, and other well-maintained libraries already have comprehensive test suites. Your responsibility is testing how your code uses these libraries, not verifying the libraries work. + +### What not to test: Don't verify library behavior + +Never write tests that verify Pydantic's validation works: + +```python +# DON'T do this - testing Pydantic, not your code +def test_pydantic_validates(): # ❌ BAD + class User(BaseModel): + name: str + age: int + + user = User(name="John", age=30) + assert user.name == "John" # Testing the library +``` + +Don't test that the requests library makes HTTP calls correctly or that SQLAlchemy's ORM functions work. These libraries are tested by their maintainers. + +### What to test: Your integration and business logic + +Test YOUR validation logic built on top of libraries: + +```python +# DO test your business logic +def test_user_creation_logic(): # ✅ GOOD + try: + user = create_user_from_data({"name": "", "age": -5}) + assert False, "Should have raised validation error" + except InvalidUserError as e: + assert "name cannot be empty" in str(e) +``` + +Test YOUR error handling around library code: + +```python +# DO test your error handling +def test_api_client_handles_errors(mocker): # ✅ GOOD + mock_requests = mocker.patch('myapp.client.requests.post') + mock_requests.side_effect = requests.ConnectionError() + + client = ApiClient() + with pytest.raises(ApiUnavailableError): + client.send_data({"test": "data"}) +``` + +### Testing at boundaries with the adapter pattern + +Best practice wraps external dependencies in adapters. Create an abstract interface that your business logic depends on, then implement concrete adapters for specific technologies: + +```python +class StorageAdapter(ABC): + @abstractmethod + def save(self, key: str, data: bytes) -> None: + pass + + @abstractmethod + def load(self, key: str) -> bytes: + pass + +class S3StorageAdapter(StorageAdapter): + def __init__(self, client): + self.client = client + + def save(self, key: str, data: bytes) -> None: + self.client.put_object(Bucket='mybucket', Key=key, Body=data) +``` + +Your business logic depends on the interface, not the implementation. For testing, create fake implementations: + +```python +class FakeStorageAdapter(StorageAdapter): + def __init__(self): + self.data = {} + + def save(self, key: str, data: bytes) -> None: + self.data[key] = data + + def load(self, key: str) -> bytes: + return self.data[key] + +def test_document_service(): + fake_storage = FakeStorageAdapter() + service = DocumentService(fake_storage) + + service.save_document("doc1", "Hello World") + assert fake_storage.data["docs/doc1"] == b"Hello World" +``` + +This approach tests your code without mocking, making tests resilient to implementation changes. + +### Decision framework for testing dependencies + +Test your database schema (integration tests with real DB)—it's part of your contract. Use in-memory SQLite for SQLAlchemy ORM tests—fast with real database behavior. Mock external APIs at the adapter/client boundary using verified fakes or contract tests. Mock or inject datetime.now() since it's non-deterministic. Use temp directories or mocks for file I/O since I/O is slow. + +For your custom adapters, write integration tests quarterly against real implementations and unit tests daily with mocks. This balance ensures your abstractions match reality while maintaining fast test feedback. + +## Happy path versus edge cases: Balancing testing strategies + +**Happy path testing** verifies default scenarios with no exceptional or error conditions—the ideal user journey where everything goes right. Expected inputs produce successful operations and positive outcomes without errors or edge cases. + +**Edge cases** cover uncommon scenarios outside normal usage patterns, boundary conditions, unexpected or unusual inputs, and error conditions. However, Albert Gareev warns: until we sufficiently learn about the users, the product, and the environment, we have no idea what usage pattern is mainstream and what would be edge cases. What seems like an edge case might actually be common for your users. + +### Testing priority and strategy + +Start with happy path testing to ensure core functionality works, demonstrating value delivery and providing a foundation for further testing. But don't stop there—happy path alone is insufficient. As White Test Lab notes, "While sad path testing—where things go wrong—gets all the attention, happy path testing is what ensures your core value actually works." + +Then add edge case testing for boundary conditions, error handling, unexpected inputs, and resource constraints. Prioritize using a risk-based approach considering both likelihood and impact: high impact with low likelihood still deserves testing, low impact with low likelihood might be skipped. + +### What edge cases to test + +**Input validation boundaries** require testing empty strings, null/None values, maximum/minimum values, negative numbers where unexpected, special characters and unicode, and very long inputs. + +**State management scenarios** check what happens when actions are performed out of order, whether users can break workflows by going out of sequence, and what if the same action triggers multiple times. + +**Resource constraints** verify behavior with slow network connections, timeouts, database connection failures, and disk space limitations. + +**Concurrent operations** test multiple users acting simultaneously, race conditions, and locking and transaction issues. + +The Treehouse course wisely notes: "On the whole, edge cases are going to make up a lot more of your test cases than just the happy path. So it's good to understand them. But also understand that you simply can't think of everything." + +Balance the approach—don't get paralyzed trying to think of every edge case, but do think systematically about types of edge cases. Use production monitoring and bug reports to find missing tests. Add tests when bugs are found for regression protection. + +## Smoke tests and sanity tests: Quick validation strategies + +**Smoke testing** verifies that the most critical functionalities work after a new build—broad and shallow coverage of the entire system at a high level. The question it answers: "Is the build stable enough for further testing?" Also called Build Verification Testing (BVT), smoke testing is done early, immediately after a build. + +**Sanity testing** verifies that specific bug fixes or features work correctly after changes—narrow and deep focus on specific functionality. The question it answers: "Did the recent changes work without breaking related functionality?" Sanity testing is done after smoke testing passes and after minor changes. + +### Key differences in scope and application + +Smoke testing covers the entire system with wide end-to-end coverage but shallow depth. It's usually automated and scripted, performed by developers or testers, and serves as a subset of acceptance testing. Example smoke tests for a LinkedIn app verify: launch app and log in, check newsfeed loads, verify messaging works, test basic job search, and confirm profile is accessible. + +Sanity testing targets specific components with narrow coverage but deeper exploration. It can be manual or automated and is often unscripted, typically performed by testers, serving as a subset of regression testing. Example sanity test for a password validation bug: navigate to login, enter username, enter password below minimum length, verify validation error appears, then enter valid password and verify login works. + +### Integration with testing strategy + +Tests follow a sequential relationship: New Build → Smoke Test → Pass? → Sanity Test → Pass? → Full Testing. If smoke tests fail, reject the build. If sanity tests fail, return to development. + +Katalon recommends: "Execute smoke testing first to confirm fundamental build stability, followed by sanity testing to validate specific fixes or enhancements." + +In CI/CD pipelines, smoke tests run automatically on every build with fast execution (under 10 minutes), serving as a gate for proceeding to further stages. They can run in parallel across environments. Sanity tests run after smoke tests pass, focus on changed areas, may be triggered by specific conditions, and may run less frequently than smoke tests. + +### Best practices for implementation + +**For smoke tests**: keep them fast (under 10 minutes total), automate them, cover critical user journeys, test end-to-end when possible, include both UI and API levels, and run on real devices/environments when critical. + +**For sanity tests**: focus on changed areas, include related functionality checks, can be manual for complex scenarios, document what was tested, maintain quick execution without exhaustiveness, and record results for team awareness. + +## Mocking best practices: When and how to isolate dependencies + +**The core principle: mock roles, not objects. Mock behaviors at boundaries, not implementations.** From the seminal paper "Mock Roles, Not Objects" by Freeman and Price, focus on interactions between objects based on their roles, verify that objects collaborate correctly to fulfill their roles, and think about the protocol of communication rather than implementation. + +### What to mock and what not to mock + +**Mock unmanaged dependencies**—out-of-process dependencies you don't fully control: SMTP servers, message buses (RabbitMQ, Kafka), external APIs (third-party REST APIs, payment gateways), cloud services (AWS S3, Azure services when not testing the adapter itself), non-deterministic operations (random number generators, current time), and expensive operations (long-running computations, slow network calls). These produce side effects visible to external systems, forming part of your system's observable behavior and contract. + +**Don't mock managed dependencies**—components you fully control: application databases (databases only your application accesses), internal services (microservices you own and deploy together), value objects (simple data structures like dataclasses, Pydantic models), pure functions (functions without side effects), and cheap objects (simple objects that don't cross process boundaries). These aren't directly observable by external clients; you can change their implementation without breaking backward compatibility. + +### Distinguishing mocks from stubs + +**Mocks** verify outgoing commands (side effects): + +```python +def test_sends_email(mocker): + mock_gateway = mocker.patch('app.EmailGateway') + controller = Controller(mock_gateway) + + controller.greet_user("[email protected]") + + # Verify the interaction (command was sent) + mock_gateway.send_greetings_email.assert_called_once_with("[email protected]") +``` + +**Stubs** provide incoming data (queries): + +```python +def test_creates_report(mocker): + stub_db = mocker.patch('app.Database') + stub_db.get_number_of_users.return_value = 10 + + controller = Controller(stub_db) + report = controller.create_report() + + assert report.number_of_users == 10 + # NEVER assert stub interactions - that's an anti-pattern! +``` + +The critical rule: never assert interactions with stubs. Doing so creates brittle tests coupled to implementation details. + +### Essential mocking techniques in pytest + +Use **pytest-mock** with autospec for safety: + +```python +def test_function(mocker): + mock_service = mocker.patch('myapp.service.ExternalService', autospec=True) + mock_service.return_value.fetch_data.return_value = {"result": "success"} + + result = my_function() + + assert result == "success" + mock_service.return_value.fetch_data.assert_called_once() +``` + +**Always use autospec=True** to prevent signature violations. Without autospec, tests pass even with wrong arguments, causing production failures. With autospec, tests fail immediately with wrong signatures. + +**Patch where used, not where defined**. If module_a imports requests, patch 'module_a.requests.get', not 'requests.get'. This common mistake causes mocks not to take effect. + +### Critical anti-patterns with mocking + +**Mockery** (over-mocking) means too many mocks make tests test mocks rather than real behavior. Signs include more mock setup code than actual test code, deep mock chains like `mock.method().result.value.something()`, mocking every dependency including simple ones, and tests that mirror implementation exactly. + +**Mocking implementation details** couples tests to internal structure. Tests break when refactoring even though behavior is unchanged. Avoid mocking private methods or internal implementation details. Mock at the boundary (the database) rather than internal method calls. + +**Asserting interactions with stubs** creates brittle tests that fail when changing how you query data, even if behavior remains correct. Only assert outcomes, not stub interactions. + +**Mocking low-level architecture** tightly couples tests to implementation choices. If you mock SQLAlchemy's internals, switching to a different ORM breaks all tests. Instead, use the adapter pattern with fakes. + +### When mocking is appropriate + +Good use cases include non-determinism (time, randomness, external events), performance (slow operations like network or disk I/O), availability (services not available in test environment), cost (expensive API calls like SMS or payment processing), and safety (dangerous operations like email sending or data deletion). + +Ned Batchelder's insight: use fakes instead of mocks. Create authoritative, well-tested fake implementations—one fake per service shared across tests rather than N different mocks. Mock only expensive external services; everything else uses real code. + +## Additional critical best practices + +### Test organization and naming + +Structure tests to mirror your application or use the testing pyramid organization with separate unit/, integration/, and e2e/ directories. Keep test files focused, splitting at around 500 lines. Use consistent naming: test files as test_*.py, test functions starting with test_. + +Choose descriptive test names that explain what behavior is being tested: `test_empty_list_has_zero_length()` or `test_user_creation_with_valid_email()`. Include docstrings for complex tests explaining the scenario being validated. + +### Test isolation and independence + +Each test must run independently in any order. Avoid shared mutable state between tests. Use pytest fixtures with appropriate scopes for test data. The fixture scope determines sharing: function scope (default) for maximum isolation, module/class scope only when safe to share. + +Don't use autouse fixtures unless ALL tests in that scope need them—autouse makes dependencies implicit and harder to debug. Each test should get fresh data through fixtures with proper cleanup. + +### Avoiding flaky tests + +Flaky tests—those that fail intermittently—cause more harm than no tests. Kraken Technologies identifies primary causes: tight coupling to system clock (use freezegun or inject time as dependency), implicit query ordering (always use explicit ORDER BY), randomly generated test data (use deterministic data or fixed seeds), and test pollution (state leaking through caches or global objects). + +Fix test pollution with cleanup fixtures: + +```python +@pytest.fixture(autouse=True) +def clear_django_cache(): + yield # Run the test + cache.clear() # Clean up after +``` + +### Keeping tests maintainable + +Keep tests small and focused, testing one thing at a time. Use the Arrange-Act-Assert pattern consistently. Make tests self-documenting through clear naming and minimal setup code. Centralize fixture definitions in conftest.py rather than duplicating them. Keep test code as clean as production code—tests are documentation. + +Split overloaded tests that verify multiple things into focused tests. Don't create dependencies between tests. Use markers to categorize tests (slow, integration, unit) enabling selective test runs. + +### Leveraging pytest's ecosystem + +Use pytest-cov for coverage reporting, pytest-xdist for parallel execution, pytest-mock for simplified mocking, and pytest-django for Django integration. Explore the pytest plugin ecosystem—hundreds of plugins extend pytest's capabilities. + +Use pytest's rich command-line options: `-v` for verbose output, `--pdb` to drop into debugger on failure, `--lf` to re-run last failed tests, `-k` for keyword selection, and `-m` for marker-based selection. + +## The expert consensus + +Martin Fowler: Write tests with different granularity; the more high-level you get, the fewer tests you should have. Kent Beck: Test until fear is transformed into boredom. James Shore: Focus on preventing defects through TDD, not measuring tests. Ned Batchelder: Use fakes instead of mocks; test interfaces, not implementation. Brian Okken: Fixtures are why people switch to and stay with pytest—leverage their modularity. + +The Python testing community agrees: tests are a means to an end. The end is software that works, that you can change confidently, and that serves users well. Start with the basics, apply patterns incrementally, and remember that good tests make you move faster, not slower. Write tests that catch real bugs, survive refactoring, and maintain clarity. Test behavior through interfaces, mock only at boundaries, and measure success by how rarely bugs escape to production. diff --git a/integration/snowflake/mise.toml b/integration/snowflake/mise.toml new file mode 100644 index 0000000..69eac93 --- /dev/null +++ b/integration/snowflake/mise.toml @@ -0,0 +1,9 @@ +[env] +SNOWFLAKE_ACCOUNT = "{{ exec(command='op read --account getml.1password.eu \"op://svibqfali56qralxbzg6wanc5i/Snowflake/account\"', cache_key='snowflake_account', duration='1w') }}" +SNOWFLAKE_USER = "{{ exec(command='op read --account getml.1password.eu \"op://svibqfali56qralxbzg6wanc5i/Snowflake/username\"', cache_key='snowflake_user', duration='1w') }}" +SNOWFLAKE_PASSWORD = "{{ exec(command='op read --account getml.1password.eu \"op://svibqfali56qralxbzg6wanc5i/Snowflake/password\"', cache_key='snowflake_password', duration='1w') }}" + +SNOWFLAKE_ROLE = "ACCOUNTADMIN" +SNOWFLAKE_WAREHOUSE = "COMPUTE_WH" +SNOWFLAKE_DATABASE = "JAFFLE_SHOP" +SNOWFLAKE_SCHEMA = "RAW" diff --git a/integration/snowflake/prepare_jaffle_shop_data_for_snowflake.py b/integration/snowflake/prepare_jaffle_shop_data_for_snowflake.py new file mode 100755 index 0000000..0f65abf --- /dev/null +++ b/integration/snowflake/prepare_jaffle_shop_data_for_snowflake.py @@ -0,0 +1,60 @@ +#!/usr/bin/env python3 +"""Prepare Jaffle Shop data in Snowflake for getML Feature Store integration. + +Loads raw data from GCS and creates the weekly sales forecasting population table. +Infrastructure (warehouse, database) is auto-created if missing. + +Prerequisites: + - Snowflake account with appropriate privileges + - SNOWFLAKE_* environment variables set for authentication and configuration + +Usage: + uv run python prepare_jaffle_shop_data_for_snowflake.py +""" + +import logging +import sys + +from data import ( + SnowflakeSettings, + create_session, + ingestion, + preparation, +) + +logger: logging.Logger = logging.getLogger(__name__) + + +def main() -> None: + """Load and prepare Jaffle Shop data for getML. + + Note: + Set basicConfig.level to logging.DEBUG for more verbose output. + """ + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + stream=sys.stdout, + ) + + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + _ = ingestion.load_from_gcs( + session, + settings=settings, + bucket="gcs://static.getml.com/datasets/jaffle_shop", + destination_schema="RAW", + ) + + _ = preparation.create_weekly_sales_by_store_with_target( + session, + settings=settings, + source_schema="RAW", + target_schema="PREPARED", + table_name="WEEKLY_SALES_BY_STORE_WITH_TARGET", + ) + + +if __name__ == "__main__": + main() diff --git a/integration/snowflake/pyproject.toml b/integration/snowflake/pyproject.toml new file mode 100644 index 0000000..0740754 --- /dev/null +++ b/integration/snowflake/pyproject.toml @@ -0,0 +1,140 @@ +[project] +name = "getml-featurestore-integrations" +version = "0.1.0" +description = "Integrations and Data Preparation for getML Feature Stores" +authors = [ + { name = "Code17 GmbH", email = "hello@code17.io" }, + { name = "getML", email = "hello@getml.com" }, +] +maintainers = [ + { name = "Code17 GmbH", email = "hello@code17.io" }, + { name = "getML", email = "hello@getml.com" }, +] +license = { text = "Proprietary" } +classifiers = [ + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Operating System :: OS Independent", + "Private :: Do Not Upload", + "Intended Audience :: Developers", + "Intended Audience :: Science/Research", + "Topic :: Scientific/Engineering", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + "Topic :: Software Development :: Libraries", + "Topic :: Software Development :: Libraries :: Python Modules", +] +readme = "README.md" +requires-python = ">=3.12" + +dependencies = [ + "fastparquet>=2024.11.0", + "httpx>=0.27.0", + "ipykernel>=7.1.0", + "jafgen>=0.4.14", + "pandas>=2.3.3", + "pyarrow>=18.0.0", + "pydantic>=2.12.5", + "pydantic-settings>=2.12.0", + "snowflake-connector-python>=3.17.3", + "snowflake-snowpark-python>=1.42.0", + "getml>=1.0.0", + "snowflake-ml-python>=1.20.0", +] + +[dependency-groups] +dev = [ + "ruff~=0.12.2", + "basedpyright~=1.28.4", + "pytest~=8.0.0", + "pytest-cov>=6.2.1", + "pytest-dependency>=0.6.0", +] + +[tool.uv] +package = false + +[tool.pytest.ini_options] +testpaths = ["tests"] +python_files = ["test_*.py"] +python_classes = ["Test*"] +python_functions = ["test_*"] +markers = [ + "integration: marks tests as integration tests (require Snowflake credentials)", +] + +[project.urls] +"Homepage" = "https://github.com/getml/getml-demo" +"Bug Tracker" = "https://github.com/getml/getml-demo/issues" +"getML" = "https://getml.com" +"Code17 GmbH" = "https://www.code17.io/" + +[tool.pyright] +venvPath = "." +venv = ".venv" +reportMissingTypeStubs = false +reportImplicitStringConcatenation = false + +[[tool.pyright.executionEnvironments]] +root = "tests" +extraPaths = ["."] +reportUnusedParameter = false + +[build-system] +requires = ["uv_build>=0.7.21,<0.8.0"] +build-backend = "uv_build" + +[tool.ruff] +line-length = 88 +target-version = "py312" + +[tool.ruff.format] +preview = false +quote-style = "double" +line-ending = "auto" +docstring-code-format = true + +[tool.ruff.lint] +select = ["ALL"] +ignore = [ + # Allow for string literals in exceptions + "EM", + # Allow missing copyright notice at top of files + "CPY001", + # Allow missing docstrings in public modules + "D100", + # Allow missing docstrings in public classes + "D101", + # Allow missing docstrings in public packages + "D104", + # Allow docstrings without blank line before class docstring + "D203", + # Allow multi-line docstring summary to start at second line + "D213", + # Allow first-party imports outside type-checking blocks + "TC001", + # Allow third-party imports outside type-checking blocks + "TC002", + # Allow standard library imports outside type-checking blocks + "TC003", + # Allow TODO comments + "FIX002", + # Allow TODO comments without author + "TD002", + # Allow TODO comments without link to issue + "TD003", + # Allow specifying long messages outside the exception class + "TRY003", + # Conflicts with formatter - trailing commas are handled by ruff format + "COM812", +] + +fixable = ["ALL"] + +[tool.ruff.lint.pydocstyle] +convention = "google" + +[tool.ruff.lint.per-file-ignores] +# S101: Allow for use of the assert keyword +# PLR2004: Allow "magic value" used in comparison +"test_*.py" = ["S101", "PLR2004"] diff --git a/integration/snowflake/tests/__init__.py b/integration/snowflake/tests/__init__.py new file mode 100644 index 0000000..5011730 --- /dev/null +++ b/integration/snowflake/tests/__init__.py @@ -0,0 +1 @@ +"""Test package for getML Snowflake integration.""" diff --git a/integration/snowflake/tests/cleanup_test_resources.py b/integration/snowflake/tests/cleanup_test_resources.py new file mode 100644 index 0000000..b4e4198 --- /dev/null +++ b/integration/snowflake/tests/cleanup_test_resources.py @@ -0,0 +1,119 @@ +"""Cleanup utility for test resources in Snowflake. + +Drops test databases (JAFFLE_SHOP_TEST_*) and test schemas (TEST_*) created +by integration tests. Can be run standalone or imported by test fixtures for +pre/post-test cleanup. + +Usage: + # Standalone execution + uv run python tests/cleanup_test_resources.py + + # Import in fixtures + from tests.cleanup_test_resources import cleanup_test_databases + cleanup_test_databases(session) +""" + +# ruff: noqa: G004, S608, PLC0415 + +import logging +import sys +from pathlib import Path + +from snowflake.snowpark import Row, Session + +logger: logging.Logger = logging.getLogger(__name__) + +TEST_DATABASE_PREFIX = "JAFFLE_SHOP_TEST_" +TEST_SCHEMA_PREFIX = "TEST_" + + +def cleanup_test_databases(session: Session) -> list[str]: + """Drop all databases with JAFFLE_SHOP_TEST_ prefix. + + Args: + session: Active Snowflake session with appropriate privileges. + + Returns: + List of dropped database names. + """ + result: list[Row] = session.sql(f""" + SELECT DATABASE_NAME + FROM INFORMATION_SCHEMA.DATABASES + WHERE DATABASE_NAME LIKE '{TEST_DATABASE_PREFIX}%' + """).collect() + + dropped_databases: list[str] = [] + + for row in result: + db_name = str(row["DATABASE_NAME"]) # pyright: ignore[reportUnknownArgumentType] + _ = session.sql(f"DROP DATABASE IF EXISTS {db_name} CASCADE").collect() + dropped_databases.append(db_name) + logger.info(f"Dropped database: {db_name}") + + return dropped_databases + + +def cleanup_test_schemas(session: Session, database: str | None = None) -> list[str]: + """Drop all schemas with TEST_ prefix in the specified database. + + Args: + session: Active Snowflake session. + database: Database to clean. If None, uses session's current database. + + Returns: + List of dropped schema names. + """ + if database: + _ = session.sql(f"USE DATABASE {database}").collect() + + result: list[Row] = session.sql(f""" + SELECT SCHEMA_NAME + FROM INFORMATION_SCHEMA.SCHEMATA + WHERE SCHEMA_NAME LIKE '{TEST_SCHEMA_PREFIX}%' + """).collect() + + dropped_schemas: list[str] = [] + + for row in result: + schema_name = str(row["SCHEMA_NAME"]) # pyright: ignore[reportUnknownArgumentType] + _ = session.sql(f"DROP SCHEMA IF EXISTS {schema_name} CASCADE").collect() + dropped_schemas.append(schema_name) + logger.info(f"Dropped schema: {schema_name}") + + return dropped_schemas + + +def main() -> None: + """Run cleanup as standalone script.""" + sys.path.insert(0, str(Path(__file__).parent.parent)) + + from data import SnowflakeSettings, create_session + + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(levelname)s - %(message)s", + ) + + logger.info("Starting test resource cleanup...") + + settings = SnowflakeSettings.from_env() + + with create_session(settings) as session: + # Clean up test databases first + dropped_dbs: list[str] = cleanup_test_databases(session) + if dropped_dbs: + logger.info(f"Dropped {len(dropped_dbs)} test database(s).") + + # Also clean up any stray test schemas in the main database + dropped_schemas: list[str] = cleanup_test_schemas(session, settings.database) + if dropped_schemas: + logger.info(f"Dropped {len(dropped_schemas)} test schema(s).") + + if not dropped_dbs and not dropped_schemas: + logger.info("No test resources found to clean up.") + else: + logger.info("Cleanup complete.") + + +if __name__ == "__main__": + main() diff --git a/integration/snowflake/tests/conftest.py b/integration/snowflake/tests/conftest.py new file mode 100644 index 0000000..5cdd685 --- /dev/null +++ b/integration/snowflake/tests/conftest.py @@ -0,0 +1,53 @@ +"""Shared test fixtures for unit tests. + +Provides mock Snowflake session factories and utilities for testing +data pipeline logic without requiring actual Snowflake connections. +""" + +# pyright: reportAny=false + +import uuid +from collections.abc import Callable +from unittest.mock import MagicMock + +import pytest + + +@pytest.fixture +def test_run_id() -> str: + """Generate unique identifier for test isolation. + + Returns short UUID suffix for creating isolated test schemas. + """ + return uuid.uuid4().hex[:8] + + +@pytest.fixture +def mock_session() -> MagicMock: + """Create a mock Snowflake Snowpark session. + + The mock supports chained calls like `session.sql(...).collect()`. + Configure return values per test using: + `mock_session.sql.return_value.collect.return_value`. + """ + session = MagicMock() + session.sql.return_value.collect.return_value = [] + return session + + +@pytest.fixture +def mock_session_factory() -> Callable[[], MagicMock]: + """Factory fixture for creating mock sessions with different behaviors. + + Usage: + def test_something(mock_session_factory): + session = mock_session_factory() + session.sql.return_value.collect.return_value = [{"COUNT": 100}] + """ + + def _create_mock_session() -> MagicMock: + session = MagicMock() + session.sql.return_value.collect.return_value = [] + return session + + return _create_mock_session diff --git a/integration/snowflake/tests/integration/__init__.py b/integration/snowflake/tests/integration/__init__.py new file mode 100644 index 0000000..d387fff --- /dev/null +++ b/integration/snowflake/tests/integration/__init__.py @@ -0,0 +1 @@ +"""Integration test package for getML Snowflake integration.""" diff --git a/integration/snowflake/tests/integration/conftest.py b/integration/snowflake/tests/integration/conftest.py new file mode 100644 index 0000000..22ce225 --- /dev/null +++ b/integration/snowflake/tests/integration/conftest.py @@ -0,0 +1,194 @@ +"""Fixtures for integration tests requiring real Snowflake connections. + +Provides session-scoped fixtures that: +1. Run cleanup of stale JAFFLE_SHOP_TEST_* databases before tests +2. Create an isolated test database (JAFFLE_SHOP_TEST_{uuid}) for test isolation +3. Configure storage access for cloud bucket with Parquet files +4. Clean up test database after the test session completes + +Storage Configuration: +- GCS (default): Uses HTTPS to fetch files from gs://static.getml.com/datasets/jaffle_shop/ + No credentials or storage integration required. +- S3: Set S3_BUCKET_URL to a public S3 bucket with Parquet files + (e.g., s3://your-bucket/jaffle_shop/) +""" + +# ruff: noqa: G004 + +import logging +import os +import sys +import uuid +from collections.abc import Generator +from enum import Enum +from pathlib import Path + +import pytest +from pydantic import ValidationError +from pydantic.dataclasses import dataclass +from snowflake.snowpark import Session + +# Add project root to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +from data import ( + DEFAULT_GCS_BUCKET, + SnowflakeSettings, + create_session, + load_from_gcs, + load_from_s3, +) +from tests.cleanup_test_resources import cleanup_test_databases + +logger = logging.getLogger(__name__) + + +class CloudProvider(Enum): + """Supported cloud storage providers for data ingestion.""" + + GCS = "gcs" + S3 = "s3" + + +@dataclass(frozen=True) +class StorageConfig: + """Configuration for cloud storage access in integration tests. + + Encapsulates the parameters needed to call either load_from_gcs or + load_from_s3, providing a unified interface for test fixtures. + """ + + provider: CloudProvider + bucket_url: str + + +def load_jaffle_shop_data( + session: Session, + config: StorageConfig, +) -> dict[str, int]: + """Load Jaffle Shop data using the appropriate loader for the storage provider. + + Dispatches to load_from_gcs or load_from_s3 based on the config's provider. + """ + if config.provider == CloudProvider.GCS: + return load_from_gcs(session, bucket=config.bucket_url) + return load_from_s3(session, bucket=config.bucket_url) + + +def _snowflake_credentials_available() -> bool: + """Check if required Snowflake environment variables are set.""" + required_vars: list[str] = [ + "SNOWFLAKE_ACCOUNT", + "SNOWFLAKE_USER", + "SNOWFLAKE_PASSWORD", + "SNOWFLAKE_WAREHOUSE", + "SNOWFLAKE_DATABASE", + ] + return all(os.environ.get(var) for var in required_vars) + + +def _get_storage_config() -> StorageConfig: + """Build StorageConfig from environment variables. + + Priority: + 1. S3 public bucket if S3_BUCKET_URL is set + 2. GCS (default) - uses HTTPS, no credentials required + + Returns: + StorageConfig with appropriate provider and bucket URL. + """ + s3_bucket_url = os.environ.get("S3_BUCKET_URL") + if s3_bucket_url: + return StorageConfig( + provider=CloudProvider.S3, + bucket_url=s3_bucket_url, + ) + + # Default: GCS via HTTPS (no credentials required) + return StorageConfig( + provider=CloudProvider.GCS, + bucket_url=DEFAULT_GCS_BUCKET, + ) + + +@pytest.fixture(scope="session") +def integration_test_id() -> str: + """Generate unique identifier for this test session. + + Used to create an isolated test database that doesn't conflict + with parallel test runs. + """ + return uuid.uuid4().hex[:8].upper() + + +@pytest.fixture(scope="session") +def snowflake_settings() -> SnowflakeSettings: + """Load Snowflake settings from environment variables. + + Skips tests if credentials are not available. + """ + if not _snowflake_credentials_available(): + pytest.skip("Snowflake credentials not available in environment") + + try: + return SnowflakeSettings.from_env() + except ValidationError as e: + pytest.skip(f"Invalid Snowflake configuration: {e}") + + +@pytest.fixture(scope="session") +def storage_config() -> StorageConfig: + """Create StorageConfig for cloud storage access. + + By default, uses GCS which fetches files via HTTPS - no credentials needed. + To use S3 instead, set S3_BUCKET_URL environment variable. + """ + return _get_storage_config() + + +@pytest.fixture(scope="session") +def test_database( + snowflake_settings: SnowflakeSettings, + integration_test_id: str, +) -> Generator[str, None, None]: + """Create an isolated test database for this test session. + + Creates JAFFLE_SHOP_TEST_{uuid} database that is cleaned up after tests. + This provides complete isolation from production data. + """ + db_name = f"JAFFLE_SHOP_TEST_{integration_test_id}" + + with create_session(snowflake_settings) as session: + # Pre-test cleanup: remove any stale test databases from previous runs + logger.info("Running pre-test cleanup of stale test databases...") + dropped = cleanup_test_databases(session) + if dropped: + logger.info(f"Pre-test cleanup dropped {len(dropped)} stale database(s)") + + # Create the test database + logger.info(f"Creating test database: {db_name}") + _ = session.sql(f"CREATE DATABASE IF NOT EXISTS {db_name}").collect() + + yield db_name + + # Post-test cleanup: drop the test database + logger.info(f"Dropping test database: {db_name}") + _ = session.sql(f"DROP DATABASE IF EXISTS {db_name} CASCADE").collect() + + +@pytest.fixture(scope="session") +def snowflake_session( + snowflake_settings: SnowflakeSettings, + test_database: str, +) -> Generator[Session, None, None]: + """Create a Snowflake session for integration tests using the test database. + + The session is configured to use the isolated test database where RAW and + PREPARED schemas can be created without affecting production data. + """ + with create_session(snowflake_settings) as session: + # Switch to the test database + logger.info(f"Using test database: {test_database}") + _ = session.sql(f"USE DATABASE {test_database}").collect() + + yield session diff --git a/integration/snowflake/tests/integration/test_pipeline.py b/integration/snowflake/tests/integration/test_pipeline.py new file mode 100644 index 0000000..61d9c1d --- /dev/null +++ b/integration/snowflake/tests/integration/test_pipeline.py @@ -0,0 +1,220 @@ +"""Integration tests for the full data pipeline. + +These tests require real Snowflake credentials and verify end-to-end +functionality of data ingestion and preparation. + +Run with: uv run pytest tests/integration/ -m integration + +Required environment variables: +- SNOWFLAKE_ACCOUNT, SNOWFLAKE_USER, SNOWFLAKE_PASSWORD, etc. +- GCS_STORAGE_INTEGRATION: Name of the storage integration for GCS access +""" + +# ruff: noqa: E501 + +import logging +import sys +from pathlib import Path + +import pytest +from snowflake.snowpark import Row, Session + +# Add project root to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +from data.ingestion import JAFFLE_SHOP_TABLE_NAMES +from data.preparation import create_weekly_sales_by_store_with_target + +from .conftest import StorageConfig, load_jaffle_shop_data + +logger = logging.getLogger(__name__) + +pytestmark = pytest.mark.integration + + +class TestDataIngestion: + """Integration tests for cloud storage to Snowflake data loading.""" + + @pytest.mark.dependency(name="data_ingestion") + def test_load_jaffle_shop_data_creates_tables_with_rows( + self, + snowflake_session: Session, + storage_config: StorageConfig, + ) -> None: + """Verify all Jaffle Shop tables are created with data.""" + results = load_jaffle_shop_data(snowflake_session, storage_config) + + # Verify all tables were loaded + assert set(results.keys()) == set(JAFFLE_SHOP_TABLE_NAMES) + + # Verify all tables have rows + for table_name, row_count in results.items(): + assert row_count > 0, f"Table {table_name} has 0 rows" + + @pytest.mark.dependency(depends=["data_ingestion"]) + def test_tables_have_expected_columns( + self, + snowflake_session: Session, + ) -> None: + """Verify tables have expected column structure.""" + result: list[Row] = snowflake_session.sql(""" + SELECT COLUMN_NAME + FROM INFORMATION_SCHEMA.COLUMNS + WHERE TABLE_SCHEMA = 'RAW' + AND TABLE_NAME = 'RAW_ORDERS' + ORDER BY ORDINAL_POSITION + """).collect() + + column_names = [str(row["COLUMN_NAME"]) for row in result] # pyright: ignore[reportUnknownArgumentType] + + # Column names are inferred from Parquet, check key columns exist + expected_columns = [ + "ID", + "CUSTOMER", + "ORDERED_AT", + "STORE_ID", + "SUBTOTAL", + "TAX_PAID", + "ORDER_TOTAL", + ] + for col in expected_columns: + assert col in column_names, f"Expected column {col} not found" + + +class TestDataPreparation: + """Integration tests for data preparation pipeline.""" + + @pytest.mark.dependency(name="data_preparation", depends=["data_ingestion"]) + def test_prepare_weekly_sales_creates_weekly_stores_table( + self, + snowflake_session: Session, + ) -> None: + """Verify preparation creates weekly_stores table with data.""" + _ = create_weekly_sales_by_store_with_target(snowflake_session) + + # Verify table was created with data + result: list[Row] = snowflake_session.sql(""" + SELECT COUNT(*) as count FROM PREPARED.weekly_stores + """).collect() + + row_count = int(result[0]["COUNT"]) # pyright: ignore[reportArgumentType] + assert row_count > 0, "weekly_stores table should have data" + + @pytest.mark.dependency(depends=["data_preparation"]) + def test_weekly_stores_has_multiple_stores( + self, + snowflake_session: Session, + ) -> None: + """Verify weekly_stores table contains data for multiple stores.""" + result: list[Row] = snowflake_session.sql(""" + SELECT COUNT(DISTINCT store_id) as store_count + FROM PREPARED.weekly_stores + """).collect() + + store_count = int(result[0]["STORE_COUNT"]) # pyright: ignore[reportArgumentType] + assert store_count > 1, "weekly_stores should have multiple stores" + + @pytest.mark.dependency(depends=["data_preparation"]) + def test_weekly_stores_has_correct_columns( + self, + snowflake_session: Session, + ) -> None: + """Verify weekly_stores table has the expected column structure.""" + result: list[Row] = snowflake_session.sql(""" + SELECT COLUMN_NAME + FROM INFORMATION_SCHEMA.COLUMNS + WHERE TABLE_SCHEMA = 'PREPARED' + AND TABLE_NAME = 'WEEKLY_STORES' + ORDER BY ORDINAL_POSITION + """).collect() + + column_names = [str(row["COLUMN_NAME"]) for row in result] # pyright: ignore[reportUnknownArgumentType] + + expected_columns = [ + "SNAPSHOT_ID", + "STORE_ID", + "STORE_NAME", + "REFERENCE_DATE", + "YEAR", + "MONTH", + "WEEK_NUMBER", + "DAYS_SINCE_OPEN", + "IS_FULL_WEEK_AFTER_OPENING", + "HAS_ORDER_ACTIVITY", + "HAS_MIN_HISTORY", + ] + assert column_names == expected_columns + + @pytest.mark.dependency(depends=["data_preparation"]) + def test_target_view_exists_with_sales_columns( + self, + snowflake_session: Session, + ) -> None: + """Verify weekly_sales_by_store_with_target view exists with target columns.""" + result: list[Row] = snowflake_session.sql(""" + SELECT COLUMN_NAME + FROM INFORMATION_SCHEMA.COLUMNS + WHERE TABLE_SCHEMA = 'PREPARED' + AND TABLE_NAME = 'WEEKLY_SALES_BY_STORE_WITH_TARGET' + ORDER BY ORDINAL_POSITION + """).collect() + + column_names = [str(row["COLUMN_NAME"]) for row in result] # pyright: ignore[reportUnknownArgumentType] + + # Should have all weekly_stores columns plus target columns + assert "NEXT_WEEK_SALES" in column_names, "View should have NEXT_WEEK_SALES" + assert "NEXT_WEEK_ORDERS" in column_names, "View should have NEXT_WEEK_ORDERS" + assert "REFERENCE_DATE" in column_names, "View should have REFERENCE_DATE" + + @pytest.mark.dependency(depends=["data_preparation"]) + def test_target_view_has_valid_sales_data( + self, + snowflake_session: Session, + ) -> None: + """Verify the target view calculates sales correctly.""" + result: list[Row] = snowflake_session.sql(""" + SELECT + COUNT(*) as total_rows, + SUM(CASE WHEN next_week_sales > 0 THEN 1 ELSE 0 END) as rows_with_sales, + AVG(next_week_sales) as avg_sales + FROM PREPARED.weekly_sales_by_store_with_target + """).collect() + + total_rows = int(result[0]["TOTAL_ROWS"]) # pyright: ignore[reportArgumentType] + rows_with_sales = int(result[0]["ROWS_WITH_SALES"]) # pyright: ignore[reportArgumentType] + avg_sales = float(result[0]["AVG_SALES"]) # pyright: ignore[reportArgumentType] + + assert total_rows > 0, "View should have rows" + assert rows_with_sales > 0, "Some rows should have sales > 0" + assert avg_sales > 0, "Average sales should be positive" + + @pytest.mark.dependency(depends=["data_preparation"]) + def test_boolean_flags_are_calculated( + self, + snowflake_session: Session, + ) -> None: + """Verify boolean flags are properly calculated in weekly_stores.""" + result: list[Row] = snowflake_session.sql(""" + SELECT + COUNT(*) as total, + SUM(CASE WHEN is_full_week_after_opening THEN 1 ELSE 0 END) as full_week_count, + SUM(CASE WHEN has_order_activity THEN 1 ELSE 0 END) as activity_count, + SUM(CASE WHEN has_min_history THEN 1 ELSE 0 END) as min_history_count + FROM PREPARED.weekly_stores + """).collect() + + total = int(result[0]["TOTAL"]) # pyright: ignore[reportArgumentType] + full_week_count = int(result[0]["FULL_WEEK_COUNT"]) # pyright: ignore[reportArgumentType] + activity_count = int(result[0]["ACTIVITY_COUNT"]) # pyright: ignore[reportArgumentType] + min_history_count = int(result[0]["MIN_HISTORY_COUNT"]) # pyright: ignore[reportArgumentType] + + # All flags should have some TRUE values (not all zeros) + assert full_week_count > 0, ( + "Some rows should have is_full_week_after_opening=TRUE" + ) + assert activity_count > 0, "Some rows should have has_order_activity=TRUE" + assert min_history_count > 0, "Some rows should have has_min_history=TRUE" + + # Not all rows should have all flags TRUE (validates the logic works) + # At minimum, first week after opening shouldn't have full history + assert full_week_count <= total, "Boolean flag counts should not exceed total" diff --git a/integration/snowflake/tests/test_ingestion.py b/integration/snowflake/tests/test_ingestion.py new file mode 100644 index 0000000..96cc30c --- /dev/null +++ b/integration/snowflake/tests/test_ingestion.py @@ -0,0 +1,417 @@ +"""Tests for data ingestion module. + +Tests URL conversion, download caching, file uploads, error handling, +and successful data loading orchestration logic using mocked sessions. +""" + +# pyright: reportAny=false + +from pathlib import Path +from unittest.mock import MagicMock, patch + +import httpx +import pytest + +from data.ingestion import ( + DEFAULT_GCS_BUCKET, + JAFFLE_SHOP_TABLE_NAMES, + DataIngestionError, + _download_parquet_file, # pyright: ignore[reportPrivateUsage] + _gcs_to_https_url, # pyright: ignore[reportPrivateUsage] + _get_cache_dir, # pyright: ignore[reportPrivateUsage] + get_table_names, + load_from_gcs, + load_from_s3, +) + + +def _extract_sql_calls(mock_session: MagicMock) -> list[str]: + """Extract SQL strings from mock session.sql() calls. + + Handles both positional and keyword argument styles: + - session.sql("SELECT ...") + - session.sql(query="SELECT ...") + """ + calls: list[str] = [] + for call in mock_session.sql.call_args_list: + if call.args: + calls.append(call.args[0]) + elif "query" in call.kwargs: + calls.append(call.kwargs["query"]) + return calls + + +class TestGetTableNames: + """Tests for get_table_names helper function.""" + + def test_returns_dict_with_all_jaffle_shop_tables(self) -> None: + """Verify get_table_names returns all expected table names.""" + result = get_table_names() + + assert isinstance(result, dict) + assert len(result) == len(JAFFLE_SHOP_TABLE_NAMES) + expected_keys = { + "customers", + "orders", + "items", + "products", + "stores", + "supplies", + } + assert set(result.keys()) == expected_keys + + def test_uses_default_raw_schema(self) -> None: + """Verify default RAW schema is used when not specified.""" + result = get_table_names() + + assert all(name.startswith("RAW.") for name in result.values()) + assert result["orders"] == "RAW.raw_orders" + + def test_uses_custom_schema(self) -> None: + """Verify custom schema is used when specified.""" + result = get_table_names(schema="CUSTOM") + + assert all(name.startswith("CUSTOM.") for name in result.values()) + assert result["orders"] == "CUSTOM.raw_orders" + + def test_preserves_raw_prefix_in_table_name(self) -> None: + """Verify the raw_ prefix is preserved in the qualified table name.""" + result = get_table_names("MY_SCHEMA") + + assert result["customers"] == "MY_SCHEMA.raw_customers" + assert result["stores"] == "MY_SCHEMA.raw_stores" + + +class TestGcsToHttpsUrl: + """Tests for _gcs_to_https_url URL conversion helper.""" + + def test_converts_gcs_prefix(self) -> None: + """Verify gcs:// prefix is converted to https://storage.googleapis.com/.""" + result = _gcs_to_https_url("gcs://bucket-name/path/to/data") + assert result == "https://storage.googleapis.com/bucket-name/path/to/data" + + def test_converts_gs_prefix(self) -> None: + """Verify gs:// prefix is converted to https://storage.googleapis.com/.""" + result = _gcs_to_https_url("gs://bucket-name/path/to/data") + assert result == "https://storage.googleapis.com/bucket-name/path/to/data" + + def test_handles_uppercase_prefix(self) -> None: + """Verify uppercase GCS:// prefix is handled.""" + result = _gcs_to_https_url("GCS://bucket-name/path") + assert result == "https://storage.googleapis.com/bucket-name/path" + + def test_removes_trailing_slash(self) -> None: + """Verify trailing slash is removed from path.""" + result = _gcs_to_https_url("gcs://bucket-name/path/") + assert result == "https://storage.googleapis.com/bucket-name/path" + + def test_raises_error_for_invalid_prefix(self) -> None: + """Verify error raised for non-GCS URL.""" + with pytest.raises(DataIngestionError) as exc_info: + _ = _gcs_to_https_url("s3://bucket-name/path") + + assert "Invalid GCS URL" in str(exc_info.value) + assert "Must start with gcs:// or gs://" in str(exc_info.value) + + def test_converts_default_bucket(self) -> None: + """Verify default GCS bucket URL is converted correctly.""" + result = _gcs_to_https_url(DEFAULT_GCS_BUCKET) + assert ( + result + == "https://storage.googleapis.com/static.getml.com/datasets/jaffle_shop" + ) + + +class TestGetCacheDir: + """Tests for _get_cache_dir cache directory helper.""" + + def test_returns_path_in_home_directory(self) -> None: + """Verify cache directory is under user's home directory.""" + result = _get_cache_dir() + assert result.is_relative_to(Path.home()) + + def test_returns_getml_jaffle_shop_path(self) -> None: + """Verify cache directory path structure.""" + result = _get_cache_dir() + assert result.parts[-3:] == (".cache", "getml", "jaffle_shop") + + def test_creates_directory_if_not_exists(self, tmp_path: Path) -> None: + """Verify cache directory is created if it doesn't exist.""" + with patch("data.ingestion.Path.home", return_value=tmp_path): + result = _get_cache_dir() + assert result.exists() + assert result.is_dir() + + +class TestDownloadParquetFile: + """Tests for _download_parquet_file download helper.""" + + def test_skips_download_if_file_exists(self, tmp_path: Path) -> None: + """Verify download is skipped when file already exists in cache.""" + dest_path = tmp_path / "test.parquet" + _ = dest_path.write_bytes(b"existing data") + + with patch("data.ingestion.httpx.stream") as mock_stream: + _download_parquet_file("https://example.com/test.parquet", dest_path) + + mock_stream.assert_not_called() + + def test_downloads_file_when_not_cached(self, tmp_path: Path) -> None: + """Verify file is downloaded when not in cache.""" + dest_path = tmp_path / "test.parquet" + test_data = b"parquet file content" + + mock_response = MagicMock() + mock_response.iter_bytes.return_value = [test_data] + mock_response.__enter__ = MagicMock(return_value=mock_response) + mock_response.__exit__ = MagicMock(return_value=False) + + with patch("data.ingestion.httpx.stream", return_value=mock_response): + _download_parquet_file("https://example.com/test.parquet", dest_path) + + assert dest_path.exists() + assert dest_path.read_bytes() == test_data + + def test_raises_error_on_http_failure(self, tmp_path: Path) -> None: + """Verify DataIngestionError raised on HTTP error.""" + dest_path = tmp_path / "test.parquet" + + mock_response = MagicMock() + mock_response.raise_for_status.side_effect = httpx.HTTPStatusError( + "Not Found", request=MagicMock(), response=MagicMock() + ) + mock_response.__enter__ = MagicMock(return_value=mock_response) + mock_response.__exit__ = MagicMock(return_value=False) + + with ( + patch("data.ingestion.httpx.stream", return_value=mock_response), + pytest.raises(DataIngestionError) as exc_info, + ): + _download_parquet_file("https://example.com/missing.parquet", dest_path) + + assert "Failed to download" in str(exc_info.value) + + def test_cleans_up_partial_download_on_failure(self, tmp_path: Path) -> None: + """Verify partial download is deleted on failure.""" + dest_path = tmp_path / "test.parquet" + + # Create a partial file to simulate interrupted download + _ = dest_path.write_bytes(b"partial") + + mock_response = MagicMock() + mock_response.raise_for_status.side_effect = httpx.HTTPStatusError( + "Connection lost", request=MagicMock(), response=MagicMock() + ) + mock_response.__enter__ = MagicMock(return_value=mock_response) + mock_response.__exit__ = MagicMock(return_value=False) + + # First call succeeds (file exists check), then fails on actual download + # Side effect: Not cached initially, then partial file exists after error + with ( + patch("data.ingestion.httpx.stream", return_value=mock_response), + patch.object(Path, "exists", side_effect=[False, True]), + pytest.raises(DataIngestionError), + ): + _download_parquet_file("https://example.com/test.parquet", dest_path) + + +class TestLoadFromS3: + """Tests for load_from_s3 function.""" + + def test_raises_error_for_invalid_bucket_url(self, mock_session: MagicMock) -> None: + """Verify error raised when bucket URL doesn't start with s3://.""" + with pytest.raises(DataIngestionError) as exc_info: + _ = load_from_s3(mock_session, bucket="gcs://wrong-scheme/path") + + assert "Invalid S3 bucket URL" in str(exc_info.value) + assert "Must start with s3://" in str(exc_info.value) + + def test_returns_dict_with_all_table_names_on_success( + self, mock_session: MagicMock + ) -> None: + """Verify successful load returns dict mapping table names to row counts.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + + result = load_from_s3( + mock_session, + bucket="s3://test-bucket/jaffle-shop", + ) + + assert isinstance(result, dict) + expected_tables = { + "raw_customers", + "raw_orders", + "raw_items", + "raw_products", + "raw_stores", + "raw_supplies", + } + assert set(result.keys()) == expected_tables + + def test_creates_external_stage_for_s3(self, mock_session: MagicMock) -> None: + """Verify external stage is created for S3 bucket.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + + _ = load_from_s3(mock_session, bucket="s3://test-bucket/data") + + sql_calls = _extract_sql_calls(mock_session) + stage_calls = [c for c in sql_calls if "CREATE OR REPLACE STAGE" in c] + assert len(stage_calls) > 0 + # S3 stages use URL parameter + assert any("s3://test-bucket/data" in c for c in stage_calls) + + def test_uses_custom_destination_schema(self, mock_session: MagicMock) -> None: + """Verify custom destination schema is used in SQL calls.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + + _ = load_from_s3( + mock_session, + bucket="s3://test-bucket/data", + destination_schema="CUSTOM_SCHEMA", + ) + + sql_calls = _extract_sql_calls(mock_session) + schema_creation_calls = [c for c in sql_calls if "CREATE SCHEMA" in c] + assert any("CUSTOM_SCHEMA" in c for c in schema_creation_calls) + + +class TestLoadFromGcs: + """Tests for load_from_gcs function.""" + + def test_uses_default_gcs_bucket_when_not_specified( + self, mock_session: MagicMock, tmp_path: Path + ) -> None: + """Verify default GCS bucket URL is used when bucket not specified.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + mock_session.file.put.return_value = [] + + # Create fake cached files + with ( + patch("data.ingestion._get_cache_dir", return_value=tmp_path), + patch("data.ingestion._download_parquet_file") as mock_download, + ): + # Create fake files for all tables + for table_name in JAFFLE_SHOP_TABLE_NAMES: + _ = (tmp_path / f"{table_name}.parquet").write_bytes(b"test") + + _ = load_from_gcs(mock_session) + + # Verify download was called with correct URLs + download_calls = mock_download.call_args_list + for call in download_calls: + url = call.args[0] + assert "storage.googleapis.com/static.getml.com/datasets/jaffle_shop" in url + + def test_downloads_parquet_files_to_cache( + self, mock_session: MagicMock, tmp_path: Path + ) -> None: + """Verify parquet files are downloaded to cache directory.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + mock_session.file.put.return_value = [] + + with ( + patch("data.ingestion._get_cache_dir", return_value=tmp_path), + patch("data.ingestion._download_parquet_file") as mock_download, + ): + # Create fake files for all tables + for table_name in JAFFLE_SHOP_TABLE_NAMES: + _ = (tmp_path / f"{table_name}.parquet").write_bytes(b"test") + + _ = load_from_gcs(mock_session) + + # Verify download was called for each table + assert mock_download.call_count == len(JAFFLE_SHOP_TABLE_NAMES) + + def test_uploads_files_to_internal_stage( + self, mock_session: MagicMock, tmp_path: Path + ) -> None: + """Verify files are uploaded to internal Snowflake stage.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + mock_session.file.put.return_value = [] + + with ( + patch("data.ingestion._get_cache_dir", return_value=tmp_path), + patch("data.ingestion._download_parquet_file"), + ): + # Create fake files for all tables + for table_name in JAFFLE_SHOP_TABLE_NAMES: + _ = (tmp_path / f"{table_name}.parquet").write_bytes(b"test") + + _ = load_from_gcs(mock_session) + + # Verify file.put was called for each file + assert mock_session.file.put.call_count == len(JAFFLE_SHOP_TABLE_NAMES) + + def test_creates_internal_stage_not_external( + self, mock_session: MagicMock, tmp_path: Path + ) -> None: + """Verify internal stage is created (no URL parameter).""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + mock_session.file.put.return_value = [] + + with ( + patch("data.ingestion._get_cache_dir", return_value=tmp_path), + patch("data.ingestion._download_parquet_file"), + ): + # Create fake files for all tables + for table_name in JAFFLE_SHOP_TABLE_NAMES: + _ = (tmp_path / f"{table_name}.parquet").write_bytes(b"test") + + _ = load_from_gcs(mock_session) + + sql_calls = _extract_sql_calls(mock_session) + stage_calls = [c for c in sql_calls if "CREATE OR REPLACE STAGE" in c] + # Internal stages don't have URL parameter + assert len(stage_calls) > 0 + assert not any("URL" in c for c in stage_calls) + + def test_returns_dict_with_all_table_names_on_success( + self, mock_session: MagicMock, tmp_path: Path + ) -> None: + """Verify successful load returns dict mapping table names to row counts.""" + mock_session.sql.return_value.collect.return_value = [ + {"COUNT": 100, "rows_loaded": 100} + ] + mock_session.file.put.return_value = [] + + with ( + patch("data.ingestion._get_cache_dir", return_value=tmp_path), + patch("data.ingestion._download_parquet_file"), + ): + # Create fake files for all tables + for table_name in JAFFLE_SHOP_TABLE_NAMES: + _ = (tmp_path / f"{table_name}.parquet").write_bytes(b"test") + + result = load_from_gcs(mock_session) + + assert isinstance(result, dict) + expected_tables = set(JAFFLE_SHOP_TABLE_NAMES) + assert set(result.keys()) == expected_tables + + +class TestDataIngestionError: + """Tests for error handling and messaging.""" + + def test_wraps_exception_with_context(self, mock_session: MagicMock) -> None: + """Verify exceptions are wrapped in DataIngestionError with context.""" + mock_session.sql.return_value.collect.side_effect = Exception("Connection lost") + + with pytest.raises(DataIngestionError) as exc_info: + _ = load_from_s3(mock_session, bucket="s3://test/data") + + assert "Connection lost" in str(exc_info.value) + assert "Failed to load Jaffle Shop data" in str(exc_info.value) diff --git a/integration/snowflake/tests/test_preparation.py b/integration/snowflake/tests/test_preparation.py new file mode 100644 index 0000000..9bf9f9d --- /dev/null +++ b/integration/snowflake/tests/test_preparation.py @@ -0,0 +1,67 @@ +"""Tests for data preparation module. + +Tests validation logic and pipeline orchestration using mocked +Snowflake sessions. +""" + +# pyright: reportAny=false + +from unittest.mock import MagicMock + +import pytest + +from data.preparation import ( + DataPreparationError, + _validate_source_tables, # pyright: ignore[reportPrivateUsage] + create_weekly_sales_by_store_with_target, +) + + +class TestValidateSourceTables: + """Tests for source table validation logic.""" + + def test_raises_error_when_table_query_fails(self, mock_session: MagicMock) -> None: + """Verify DataPreparationError raised when required table doesn't exist.""" + mock_session.sql.return_value.collect.side_effect = Exception( + "Table RAW.raw_stores does not exist" + ) + + with pytest.raises(DataPreparationError, match="Failed to validate"): + _validate_source_tables(mock_session, "RAW") + + def test_raises_error_when_result_is_empty(self, mock_session: MagicMock) -> None: + """Verify DataPreparationError raised when table query returns empty result.""" + mock_session.sql.return_value.collect.return_value = [] + + with pytest.raises( + DataPreparationError, match="does not exist or is not accessible" + ): + _validate_source_tables(mock_session, "RAW") + + def test_succeeds_when_tables_exist(self, mock_session: MagicMock) -> None: + """Verify no error when required tables exist and are accessible.""" + mock_session.sql.return_value.collect.return_value = [{"count": 100}] + + _validate_source_tables(mock_session, "RAW") + + def test_uses_provided_source_schema(self, mock_session: MagicMock) -> None: + """Verify provided source schema is used in validation queries.""" + mock_session.sql.return_value.collect.return_value = [{"count": 100}] + + _validate_source_tables(mock_session, "CUSTOM_SOURCE") + + sql_calls = [c[0][0] for c in mock_session.sql.call_args_list] + assert all("CUSTOM_SOURCE" in c for c in sql_calls) + + +class TestCreateWeeklySalesByStoreWithTarget: + """Tests for the main preparation pipeline.""" + + def test_validates_source_tables_first(self, mock_session: MagicMock) -> None: + """Verify pipeline validates source tables before proceeding.""" + mock_session.sql.return_value.collect.side_effect = Exception( + "Table does not exist" + ) + + with pytest.raises(DataPreparationError, match="Failed to validate"): + _ = create_weekly_sales_by_store_with_target(mock_session) diff --git a/integration/snowflake/tests/test_sql_loader.py b/integration/snowflake/tests/test_sql_loader.py new file mode 100644 index 0000000..28e644c --- /dev/null +++ b/integration/snowflake/tests/test_sql_loader.py @@ -0,0 +1,64 @@ +"""Tests for sql_loader module. + +Tests the load_sql function which handles SQL file loading +and parameter substitution. +""" + +# pyright: reportAny=false + +import pytest + +from data import load_sql + + +class TestLoadSql: + """Tests for load_sql utility function.""" + + def test_loads_existing_sql_file(self) -> None: + """Verify load_sql reads content from existing SQL file.""" + content = load_sql("common/create_schema.sql", schema_name="PREPARED") + + assert "CREATE SCHEMA" in content + assert "PREPARED" in content + + def test_applies_formatting_when_kwargs_provided(self) -> None: + """Verify load_sql applies string formatting with provided kwargs.""" + content: str = load_sql( + path="preparation/snapshots_by_store.sql", + target_schema="PREPARED", + table_name="WEEKLY_SALES", + store_name="Test Store", + order_direction="DESC", + limit="5", + ) + + assert "Test Store" in content + assert "PREPARED.WEEKLY_SALES" in content + + def test_returns_raw_content_when_no_kwargs(self) -> None: + """Verify load_sql returns unmodified content without kwargs.""" + content: str = load_sql( + path="common/create_schema.sql", + schema_name="RAW", + ) + + # Content should contain the schema name after formatting + assert isinstance(content, str) + assert len(content) > 0 + assert "RAW" in content + + def test_raises_file_not_found_for_missing_file(self) -> None: + """Verify FileNotFoundError propagates for nonexistent SQL files.""" + with pytest.raises(FileNotFoundError): + _ = load_sql(path="nonexistent/missing.sql") + + def test_preserves_placeholders_when_no_kwargs(self) -> None: + """Verify load_sql preserves {placeholders} when no kwargs provided.""" + # snapshots_by_store.sql has {store_name}, {table_name}, etc. placeholders + content: str = load_sql(path="preparation/snapshots_by_store.sql") + + # Placeholders should remain in the content + assert "{store_name}" in content + assert "{table_name}" in content + assert "{order_direction}" in content + assert "{limit}" in content diff --git a/integration/snowflake/uv.lock b/integration/snowflake/uv.lock new file mode 100644 index 0000000..2c6ec8a --- /dev/null +++ b/integration/snowflake/uv.lock @@ -0,0 +1,2770 @@ +version = 1 +revision = 3 +requires-python = ">=3.12" +resolution-markers = [ + "python_full_version < '3.14'", + "python_full_version >= '3.14'", +] + +[[package]] +name = "aiobotocore" +version = "2.26.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "aiohttp" }, + { name = "aioitertools" }, + { name = "botocore" }, + { name = "jmespath" }, + { name = "multidict" }, + { name = "python-dateutil" }, + { name = "wrapt" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/4d/f8/99fa90d9c25b78292899fd4946fce97b6353838b5ecc139ad8ba1436e70c/aiobotocore-2.26.0.tar.gz", hash = "sha256:50567feaf8dfe2b653570b4491f5bc8c6e7fb9622479d66442462c021db4fadc", size = 122026, upload-time = "2025-11-28T07:54:59.956Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/58/3bf0b7d474607dc7fd67dd1365c4e0f392c8177eaf4054e5ddee3ebd53b5/aiobotocore-2.26.0-py3-none-any.whl", hash = "sha256:a793db51c07930513b74ea7a95bd79aaa42f545bdb0f011779646eafa216abec", size = 87333, upload-time = "2025-11-28T07:54:58.457Z" }, +] + +[[package]] +name = "aiohappyeyeballs" +version = "2.6.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" }, +] + +[[package]] +name = "aiohttp" +version = "3.13.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "aiohappyeyeballs" }, + { name = "aiosignal" }, + { name = "attrs" }, + { name = "frozenlist" }, + { name = "multidict" }, + { name = "propcache" }, + { name = "yarl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/1c/ce/3b83ebba6b3207a7135e5fcaba49706f8a4b6008153b4e30540c982fae26/aiohttp-3.13.2.tar.gz", hash = "sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca", size = 7837994, upload-time = "2025-10-28T20:59:39.937Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/29/9b/01f00e9856d0a73260e86dd8ed0c2234a466c5c1712ce1c281548df39777/aiohttp-3.13.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b1e56bab2e12b2b9ed300218c351ee2a3d8c8fdab5b1ec6193e11a817767e47b", size = 737623, upload-time = "2025-10-28T20:56:30.797Z" }, + { url = "https://files.pythonhosted.org/packages/5a/1b/4be39c445e2b2bd0aab4ba736deb649fabf14f6757f405f0c9685019b9e9/aiohttp-3.13.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:364e25edaabd3d37b1db1f0cbcee8c73c9a3727bfa262b83e5e4cf3489a2a9dc", size = 492664, upload-time = "2025-10-28T20:56:32.708Z" }, + { url = "https://files.pythonhosted.org/packages/28/66/d35dcfea8050e131cdd731dff36434390479b4045a8d0b9d7111b0a968f1/aiohttp-3.13.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c5c94825f744694c4b8db20b71dba9a257cd2ba8e010a803042123f3a25d50d7", size = 491808, upload-time = "2025-10-28T20:56:34.57Z" }, + { url = "https://files.pythonhosted.org/packages/00/29/8e4609b93e10a853b65f8291e64985de66d4f5848c5637cddc70e98f01f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ba2715d842ffa787be87cbfce150d5e88c87a98e0b62e0f5aa489169a393dbbb", size = 1738863, upload-time = "2025-10-28T20:56:36.377Z" }, + { url = "https://files.pythonhosted.org/packages/9d/fa/4ebdf4adcc0def75ced1a0d2d227577cd7b1b85beb7edad85fcc87693c75/aiohttp-3.13.2-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:585542825c4bc662221fb257889e011a5aa00f1ae4d75d1d246a5225289183e3", size = 1700586, upload-time = "2025-10-28T20:56:38.034Z" }, + { url = "https://files.pythonhosted.org/packages/da/04/73f5f02ff348a3558763ff6abe99c223381b0bace05cd4530a0258e52597/aiohttp-3.13.2-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:39d02cb6025fe1aabca329c5632f48c9532a3dabccd859e7e2f110668972331f", size = 1768625, upload-time = "2025-10-28T20:56:39.75Z" }, + { url = "https://files.pythonhosted.org/packages/f8/49/a825b79ffec124317265ca7d2344a86bcffeb960743487cb11988ffb3494/aiohttp-3.13.2-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e67446b19e014d37342f7195f592a2a948141d15a312fe0e700c2fd2f03124f6", size = 1867281, upload-time = "2025-10-28T20:56:41.471Z" }, + { url = "https://files.pythonhosted.org/packages/b9/48/adf56e05f81eac31edcfae45c90928f4ad50ef2e3ea72cb8376162a368f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4356474ad6333e41ccefd39eae869ba15a6c5299c9c01dfdcfdd5c107be4363e", size = 1752431, upload-time = "2025-10-28T20:56:43.162Z" }, + { url = "https://files.pythonhosted.org/packages/30/ab/593855356eead019a74e862f21523db09c27f12fd24af72dbc3555b9bfd9/aiohttp-3.13.2-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:eeacf451c99b4525f700f078becff32c32ec327b10dcf31306a8a52d78166de7", size = 1562846, upload-time = "2025-10-28T20:56:44.85Z" }, + { url = "https://files.pythonhosted.org/packages/39/0f/9f3d32271aa8dc35036e9668e31870a9d3b9542dd6b3e2c8a30931cb27ae/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8a9b889aeabd7a4e9af0b7f4ab5ad94d42e7ff679aaec6d0db21e3b639ad58d", size = 1699606, upload-time = "2025-10-28T20:56:46.519Z" }, + { url = "https://files.pythonhosted.org/packages/2c/3c/52d2658c5699b6ef7692a3f7128b2d2d4d9775f2a68093f74bca06cf01e1/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:fa89cb11bc71a63b69568d5b8a25c3ca25b6d54c15f907ca1c130d72f320b76b", size = 1720663, upload-time = "2025-10-28T20:56:48.528Z" }, + { url = "https://files.pythonhosted.org/packages/9b/d4/8f8f3ff1fb7fb9e3f04fcad4e89d8a1cd8fc7d05de67e3de5b15b33008ff/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8aa7c807df234f693fed0ecd507192fc97692e61fee5702cdc11155d2e5cadc8", size = 1737939, upload-time = "2025-10-28T20:56:50.77Z" }, + { url = "https://files.pythonhosted.org/packages/03/d3/ddd348f8a27a634daae39a1b8e291ff19c77867af438af844bf8b7e3231b/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:9eb3e33fdbe43f88c3c75fa608c25e7c47bbd80f48d012763cb67c47f39a7e16", size = 1555132, upload-time = "2025-10-28T20:56:52.568Z" }, + { url = "https://files.pythonhosted.org/packages/39/b8/46790692dc46218406f94374903ba47552f2f9f90dad554eed61bfb7b64c/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9434bc0d80076138ea986833156c5a48c9c7a8abb0c96039ddbb4afc93184169", size = 1764802, upload-time = "2025-10-28T20:56:54.292Z" }, + { url = "https://files.pythonhosted.org/packages/ba/e4/19ce547b58ab2a385e5f0b8aa3db38674785085abcf79b6e0edd1632b12f/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ff15c147b2ad66da1f2cbb0622313f2242d8e6e8f9b79b5206c84523a4473248", size = 1719512, upload-time = "2025-10-28T20:56:56.428Z" }, + { url = "https://files.pythonhosted.org/packages/70/30/6355a737fed29dcb6dfdd48682d5790cb5eab050f7b4e01f49b121d3acad/aiohttp-3.13.2-cp312-cp312-win32.whl", hash = "sha256:27e569eb9d9e95dbd55c0fc3ec3a9335defbf1d8bc1d20171a49f3c4c607b93e", size = 426690, upload-time = "2025-10-28T20:56:58.736Z" }, + { url = "https://files.pythonhosted.org/packages/0a/0d/b10ac09069973d112de6ef980c1f6bb31cb7dcd0bc363acbdad58f927873/aiohttp-3.13.2-cp312-cp312-win_amd64.whl", hash = "sha256:8709a0f05d59a71f33fd05c17fc11fcb8c30140506e13c2f5e8ee1b8964e1b45", size = 453465, upload-time = "2025-10-28T20:57:00.795Z" }, + { url = "https://files.pythonhosted.org/packages/bf/78/7e90ca79e5aa39f9694dcfd74f4720782d3c6828113bb1f3197f7e7c4a56/aiohttp-3.13.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7519bdc7dfc1940d201651b52bf5e03f5503bda45ad6eacf64dda98be5b2b6be", size = 732139, upload-time = "2025-10-28T20:57:02.455Z" }, + { url = "https://files.pythonhosted.org/packages/db/ed/1f59215ab6853fbaa5c8495fa6cbc39edfc93553426152b75d82a5f32b76/aiohttp-3.13.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:088912a78b4d4f547a1f19c099d5a506df17eacec3c6f4375e2831ec1d995742", size = 490082, upload-time = "2025-10-28T20:57:04.784Z" }, + { url = "https://files.pythonhosted.org/packages/68/7b/fe0fe0f5e05e13629d893c760465173a15ad0039c0a5b0d0040995c8075e/aiohttp-3.13.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5276807b9de9092af38ed23ce120539ab0ac955547b38563a9ba4f5b07b95293", size = 489035, upload-time = "2025-10-28T20:57:06.894Z" }, + { url = "https://files.pythonhosted.org/packages/d2/04/db5279e38471b7ac801d7d36a57d1230feeee130bbe2a74f72731b23c2b1/aiohttp-3.13.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1237c1375eaef0db4dcd7c2559f42e8af7b87ea7d295b118c60c36a6e61cb811", size = 1720387, upload-time = "2025-10-28T20:57:08.685Z" }, + { url = "https://files.pythonhosted.org/packages/31/07/8ea4326bd7dae2bd59828f69d7fdc6e04523caa55e4a70f4a8725a7e4ed2/aiohttp-3.13.2-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:96581619c57419c3d7d78703d5b78c1e5e5fc0172d60f555bdebaced82ded19a", size = 1688314, upload-time = "2025-10-28T20:57:10.693Z" }, + { url = "https://files.pythonhosted.org/packages/48/ab/3d98007b5b87ffd519d065225438cc3b668b2f245572a8cb53da5dd2b1bc/aiohttp-3.13.2-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a2713a95b47374169409d18103366de1050fe0ea73db358fc7a7acb2880422d4", size = 1756317, upload-time = "2025-10-28T20:57:12.563Z" }, + { url = "https://files.pythonhosted.org/packages/97/3d/801ca172b3d857fafb7b50c7c03f91b72b867a13abca982ed6b3081774ef/aiohttp-3.13.2-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:228a1cd556b3caca590e9511a89444925da87d35219a49ab5da0c36d2d943a6a", size = 1858539, upload-time = "2025-10-28T20:57:14.623Z" }, + { url = "https://files.pythonhosted.org/packages/f7/0d/4764669bdf47bd472899b3d3db91fffbe925c8e3038ec591a2fd2ad6a14d/aiohttp-3.13.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ac6cde5fba8d7d8c6ac963dbb0256a9854e9fafff52fbcc58fdf819357892c3e", size = 1739597, upload-time = "2025-10-28T20:57:16.399Z" }, + { url = "https://files.pythonhosted.org/packages/c4/52/7bd3c6693da58ba16e657eb904a5b6decfc48ecd06e9ac098591653b1566/aiohttp-3.13.2-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f2bef8237544f4e42878c61cef4e2839fee6346dc60f5739f876a9c50be7fcdb", size = 1555006, upload-time = "2025-10-28T20:57:18.288Z" }, + { url = "https://files.pythonhosted.org/packages/48/30/9586667acec5993b6f41d2ebcf96e97a1255a85f62f3c653110a5de4d346/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:16f15a4eac3bc2d76c45f7ebdd48a65d41b242eb6c31c2245463b40b34584ded", size = 1683220, upload-time = "2025-10-28T20:57:20.241Z" }, + { url = "https://files.pythonhosted.org/packages/71/01/3afe4c96854cfd7b30d78333852e8e851dceaec1c40fd00fec90c6402dd2/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:bb7fb776645af5cc58ab804c58d7eba545a97e047254a52ce89c157b5af6cd0b", size = 1712570, upload-time = "2025-10-28T20:57:22.253Z" }, + { url = "https://files.pythonhosted.org/packages/11/2c/22799d8e720f4697a9e66fd9c02479e40a49de3de2f0bbe7f9f78a987808/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:e1b4951125ec10c70802f2cb09736c895861cd39fd9dcb35107b4dc8ae6220b8", size = 1733407, upload-time = "2025-10-28T20:57:24.37Z" }, + { url = "https://files.pythonhosted.org/packages/34/cb/90f15dd029f07cebbd91f8238a8b363978b530cd128488085b5703683594/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:550bf765101ae721ee1d37d8095f47b1f220650f85fe1af37a90ce75bab89d04", size = 1550093, upload-time = "2025-10-28T20:57:26.257Z" }, + { url = "https://files.pythonhosted.org/packages/69/46/12dce9be9d3303ecbf4d30ad45a7683dc63d90733c2d9fe512be6716cd40/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:fe91b87fc295973096251e2d25a811388e7d8adf3bd2b97ef6ae78bc4ac6c476", size = 1758084, upload-time = "2025-10-28T20:57:28.349Z" }, + { url = "https://files.pythonhosted.org/packages/f9/c8/0932b558da0c302ffd639fc6362a313b98fdf235dc417bc2493da8394df7/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e0c8e31cfcc4592cb200160344b2fb6ae0f9e4effe06c644b5a125d4ae5ebe23", size = 1716987, upload-time = "2025-10-28T20:57:30.233Z" }, + { url = "https://files.pythonhosted.org/packages/5d/8b/f5bd1a75003daed099baec373aed678f2e9b34f2ad40d85baa1368556396/aiohttp-3.13.2-cp313-cp313-win32.whl", hash = "sha256:0740f31a60848d6edb296a0df827473eede90c689b8f9f2a4cdde74889eb2254", size = 425859, upload-time = "2025-10-28T20:57:32.105Z" }, + { url = "https://files.pythonhosted.org/packages/5d/28/a8a9fc6957b2cee8902414e41816b5ab5536ecf43c3b1843c10e82c559b2/aiohttp-3.13.2-cp313-cp313-win_amd64.whl", hash = "sha256:a88d13e7ca367394908f8a276b89d04a3652044612b9a408a0bb22a5ed976a1a", size = 452192, upload-time = "2025-10-28T20:57:34.166Z" }, + { url = "https://files.pythonhosted.org/packages/9b/36/e2abae1bd815f01c957cbf7be817b3043304e1c87bad526292a0410fdcf9/aiohttp-3.13.2-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:2475391c29230e063ef53a66669b7b691c9bfc3f1426a0f7bcdf1216bdbac38b", size = 735234, upload-time = "2025-10-28T20:57:36.415Z" }, + { url = "https://files.pythonhosted.org/packages/ca/e3/1ee62dde9b335e4ed41db6bba02613295a0d5b41f74a783c142745a12763/aiohttp-3.13.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:f33c8748abef4d8717bb20e8fb1b3e07c6adacb7fd6beaae971a764cf5f30d61", size = 490733, upload-time = "2025-10-28T20:57:38.205Z" }, + { url = "https://files.pythonhosted.org/packages/1a/aa/7a451b1d6a04e8d15a362af3e9b897de71d86feac3babf8894545d08d537/aiohttp-3.13.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ae32f24bbfb7dbb485a24b30b1149e2f200be94777232aeadba3eecece4d0aa4", size = 491303, upload-time = "2025-10-28T20:57:40.122Z" }, + { url = "https://files.pythonhosted.org/packages/57/1e/209958dbb9b01174870f6a7538cd1f3f28274fdbc88a750c238e2c456295/aiohttp-3.13.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d7f02042c1f009ffb70067326ef183a047425bb2ff3bc434ead4dd4a4a66a2b", size = 1717965, upload-time = "2025-10-28T20:57:42.28Z" }, + { url = "https://files.pythonhosted.org/packages/08/aa/6a01848d6432f241416bc4866cae8dc03f05a5a884d2311280f6a09c73d6/aiohttp-3.13.2-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:93655083005d71cd6c072cdab54c886e6570ad2c4592139c3fb967bfc19e4694", size = 1667221, upload-time = "2025-10-28T20:57:44.869Z" }, + { url = "https://files.pythonhosted.org/packages/87/4f/36c1992432d31bbc789fa0b93c768d2e9047ec8c7177e5cd84ea85155f36/aiohttp-3.13.2-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0db1e24b852f5f664cd728db140cf11ea0e82450471232a394b3d1a540b0f906", size = 1757178, upload-time = "2025-10-28T20:57:47.216Z" }, + { url = "https://files.pythonhosted.org/packages/ac/b4/8e940dfb03b7e0f68a82b88fd182b9be0a65cb3f35612fe38c038c3112cf/aiohttp-3.13.2-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b009194665bcd128e23eaddef362e745601afa4641930848af4c8559e88f18f9", size = 1838001, upload-time = "2025-10-28T20:57:49.337Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ef/39f3448795499c440ab66084a9db7d20ca7662e94305f175a80f5b7e0072/aiohttp-3.13.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c038a8fdc8103cd51dbd986ecdce141473ffd9775a7a8057a6ed9c3653478011", size = 1716325, upload-time = "2025-10-28T20:57:51.327Z" }, + { url = "https://files.pythonhosted.org/packages/d7/51/b311500ffc860b181c05d91c59a1313bdd05c82960fdd4035a15740d431e/aiohttp-3.13.2-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:66bac29b95a00db411cd758fea0e4b9bdba6d549dfe333f9a945430f5f2cc5a6", size = 1547978, upload-time = "2025-10-28T20:57:53.554Z" }, + { url = "https://files.pythonhosted.org/packages/31/64/b9d733296ef79815226dab8c586ff9e3df41c6aff2e16c06697b2d2e6775/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4ebf9cfc9ba24a74cf0718f04aac2a3bbe745902cc7c5ebc55c0f3b5777ef213", size = 1682042, upload-time = "2025-10-28T20:57:55.617Z" }, + { url = "https://files.pythonhosted.org/packages/3f/30/43d3e0f9d6473a6db7d472104c4eff4417b1e9df01774cb930338806d36b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a4b88ebe35ce54205c7074f7302bd08a4cb83256a3e0870c72d6f68a3aaf8e49", size = 1680085, upload-time = "2025-10-28T20:57:57.59Z" }, + { url = "https://files.pythonhosted.org/packages/16/51/c709f352c911b1864cfd1087577760ced64b3e5bee2aa88b8c0c8e2e4972/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:98c4fb90bb82b70a4ed79ca35f656f4281885be076f3f970ce315402b53099ae", size = 1728238, upload-time = "2025-10-28T20:57:59.525Z" }, + { url = "https://files.pythonhosted.org/packages/19/e2/19bd4c547092b773caeb48ff5ae4b1ae86756a0ee76c16727fcfd281404b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:ec7534e63ae0f3759df3a1ed4fa6bc8f75082a924b590619c0dd2f76d7043caa", size = 1544395, upload-time = "2025-10-28T20:58:01.914Z" }, + { url = "https://files.pythonhosted.org/packages/cf/87/860f2803b27dfc5ed7be532832a3498e4919da61299b4a1f8eb89b8ff44d/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5b927cf9b935a13e33644cbed6c8c4b2d0f25b713d838743f8fe7191b33829c4", size = 1742965, upload-time = "2025-10-28T20:58:03.972Z" }, + { url = "https://files.pythonhosted.org/packages/67/7f/db2fc7618925e8c7a601094d5cbe539f732df4fb570740be88ed9e40e99a/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:88d6c017966a78c5265d996c19cdb79235be5e6412268d7e2ce7dee339471b7a", size = 1697585, upload-time = "2025-10-28T20:58:06.189Z" }, + { url = "https://files.pythonhosted.org/packages/0c/07/9127916cb09bb38284db5036036042b7b2c514c8ebaeee79da550c43a6d6/aiohttp-3.13.2-cp314-cp314-win32.whl", hash = "sha256:f7c183e786e299b5d6c49fb43a769f8eb8e04a2726a2bd5887b98b5cc2d67940", size = 431621, upload-time = "2025-10-28T20:58:08.636Z" }, + { url = "https://files.pythonhosted.org/packages/fb/41/554a8a380df6d3a2bba8a7726429a23f4ac62aaf38de43bb6d6cde7b4d4d/aiohttp-3.13.2-cp314-cp314-win_amd64.whl", hash = "sha256:fe242cd381e0fb65758faf5ad96c2e460df6ee5b2de1072fe97e4127927e00b4", size = 457627, upload-time = "2025-10-28T20:58:11Z" }, + { url = "https://files.pythonhosted.org/packages/c7/8e/3824ef98c039d3951cb65b9205a96dd2b20f22241ee17d89c5701557c826/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:f10d9c0b0188fe85398c61147bbd2a657d616c876863bfeff43376e0e3134673", size = 767360, upload-time = "2025-10-28T20:58:13.358Z" }, + { url = "https://files.pythonhosted.org/packages/a4/0f/6a03e3fc7595421274fa34122c973bde2d89344f8a881b728fa8c774e4f1/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:e7c952aefdf2460f4ae55c5e9c3e80aa72f706a6317e06020f80e96253b1accd", size = 504616, upload-time = "2025-10-28T20:58:15.339Z" }, + { url = "https://files.pythonhosted.org/packages/c6/aa/ed341b670f1bc8a6f2c6a718353d13b9546e2cef3544f573c6a1ff0da711/aiohttp-3.13.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c20423ce14771d98353d2e25e83591fa75dfa90a3c1848f3d7c68243b4fbded3", size = 509131, upload-time = "2025-10-28T20:58:17.693Z" }, + { url = "https://files.pythonhosted.org/packages/7f/f0/c68dac234189dae5c4bbccc0f96ce0cc16b76632cfc3a08fff180045cfa4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e96eb1a34396e9430c19d8338d2ec33015e4a87ef2b4449db94c22412e25ccdf", size = 1864168, upload-time = "2025-10-28T20:58:20.113Z" }, + { url = "https://files.pythonhosted.org/packages/8f/65/75a9a76db8364b5d0e52a0c20eabc5d52297385d9af9c35335b924fafdee/aiohttp-3.13.2-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:23fb0783bc1a33640036465019d3bba069942616a6a2353c6907d7fe1ccdaf4e", size = 1719200, upload-time = "2025-10-28T20:58:22.583Z" }, + { url = "https://files.pythonhosted.org/packages/f5/55/8df2ed78d7f41d232f6bd3ff866b6f617026551aa1d07e2f03458f964575/aiohttp-3.13.2-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2e1a9bea6244a1d05a4e57c295d69e159a5c50d8ef16aa390948ee873478d9a5", size = 1843497, upload-time = "2025-10-28T20:58:24.672Z" }, + { url = "https://files.pythonhosted.org/packages/e9/e0/94d7215e405c5a02ccb6a35c7a3a6cfff242f457a00196496935f700cde5/aiohttp-3.13.2-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0a3d54e822688b56e9f6b5816fb3de3a3a64660efac64e4c2dc435230ad23bad", size = 1935703, upload-time = "2025-10-28T20:58:26.758Z" }, + { url = "https://files.pythonhosted.org/packages/0b/78/1eeb63c3f9b2d1015a4c02788fb543141aad0a03ae3f7a7b669b2483f8d4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7a653d872afe9f33497215745da7a943d1dc15b728a9c8da1c3ac423af35178e", size = 1792738, upload-time = "2025-10-28T20:58:29.787Z" }, + { url = "https://files.pythonhosted.org/packages/41/75/aaf1eea4c188e51538c04cc568040e3082db263a57086ea74a7d38c39e42/aiohttp-3.13.2-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:56d36e80d2003fa3fc0207fac644216d8532e9504a785ef9a8fd013f84a42c61", size = 1624061, upload-time = "2025-10-28T20:58:32.529Z" }, + { url = "https://files.pythonhosted.org/packages/9b/c2/3b6034de81fbcc43de8aeb209073a2286dfb50b86e927b4efd81cf848197/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:78cd586d8331fb8e241c2dd6b2f4061778cc69e150514b39a9e28dd050475661", size = 1789201, upload-time = "2025-10-28T20:58:34.618Z" }, + { url = "https://files.pythonhosted.org/packages/c9/38/c15dcf6d4d890217dae79d7213988f4e5fe6183d43893a9cf2fe9e84ca8d/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:20b10bbfbff766294fe99987f7bb3b74fdd2f1a2905f2562132641ad434dcf98", size = 1776868, upload-time = "2025-10-28T20:58:38.835Z" }, + { url = "https://files.pythonhosted.org/packages/04/75/f74fd178ac81adf4f283a74847807ade5150e48feda6aef024403716c30c/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9ec49dff7e2b3c85cdeaa412e9d438f0ecd71676fde61ec57027dd392f00c693", size = 1790660, upload-time = "2025-10-28T20:58:41.507Z" }, + { url = "https://files.pythonhosted.org/packages/e7/80/7368bd0d06b16b3aba358c16b919e9c46cf11587dc572091031b0e9e3ef0/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:94f05348c4406450f9d73d38efb41d669ad6cd90c7ee194810d0eefbfa875a7a", size = 1617548, upload-time = "2025-10-28T20:58:43.674Z" }, + { url = "https://files.pythonhosted.org/packages/7d/4b/a6212790c50483cb3212e507378fbe26b5086d73941e1ec4b56a30439688/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:fa4dcb605c6f82a80c7f95713c2b11c3b8e9893b3ebd2bc9bde93165ed6107be", size = 1817240, upload-time = "2025-10-28T20:58:45.787Z" }, + { url = "https://files.pythonhosted.org/packages/ff/f7/ba5f0ba4ea8d8f3c32850912944532b933acbf0f3a75546b89269b9b7dde/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cf00e5db968c3f67eccd2778574cf64d8b27d95b237770aa32400bd7a1ca4f6c", size = 1762334, upload-time = "2025-10-28T20:58:47.936Z" }, + { url = "https://files.pythonhosted.org/packages/7e/83/1a5a1856574588b1cad63609ea9ad75b32a8353ac995d830bf5da9357364/aiohttp-3.13.2-cp314-cp314t-win32.whl", hash = "sha256:d23b5fe492b0805a50d3371e8a728a9134d8de5447dce4c885f5587294750734", size = 464685, upload-time = "2025-10-28T20:58:50.642Z" }, + { url = "https://files.pythonhosted.org/packages/9f/4d/d22668674122c08f4d56972297c51a624e64b3ed1efaa40187607a7cb66e/aiohttp-3.13.2-cp314-cp314t-win_amd64.whl", hash = "sha256:ff0a7b0a82a7ab905cbda74006318d1b12e37c797eb1b0d4eb3e316cf47f658f", size = 498093, upload-time = "2025-10-28T20:58:52.782Z" }, +] + +[[package]] +name = "aioitertools" +version = "0.13.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/fd/3c/53c4a17a05fb9ea2313ee1777ff53f5e001aefd5cc85aa2f4c2d982e1e38/aioitertools-0.13.0.tar.gz", hash = "sha256:620bd241acc0bbb9ec819f1ab215866871b4bbd1f73836a55f799200ee86950c", size = 19322, upload-time = "2025-11-06T22:17:07.609Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/a1/510b0a7fadc6f43a6ce50152e69dbd86415240835868bb0bd9b5b88b1e06/aioitertools-0.13.0-py3-none-any.whl", hash = "sha256:0be0292b856f08dfac90e31f4739432f4cb6d7520ab9eb73e143f4f2fa5259be", size = 24182, upload-time = "2025-11-06T22:17:06.502Z" }, +] + +[[package]] +name = "aiosignal" +version = "1.4.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "frozenlist" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/61/62/06741b579156360248d1ec624842ad0edf697050bbaf7c3e46394e106ad1/aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7", size = 25007, upload-time = "2025-07-03T22:54:43.528Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490, upload-time = "2025-07-03T22:54:42.156Z" }, +] + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" }, +] + +[[package]] +name = "anyio" +version = "4.12.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "idna" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/16/ce/8a777047513153587e5434fd752e89334ac33e379aa3497db860eeb60377/anyio-4.12.0.tar.gz", hash = "sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0", size = 228266, upload-time = "2025-11-28T23:37:38.911Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl", hash = "sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb", size = 113362, upload-time = "2025-11-28T23:36:57.897Z" }, +] + +[[package]] +name = "appnope" +version = "0.1.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/35/5d/752690df9ef5b76e169e68d6a129fa6d08a7100ca7f754c89495db3c6019/appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee", size = 4170, upload-time = "2024-02-06T09:43:11.258Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c", size = 4321, upload-time = "2024-02-06T09:43:09.663Z" }, +] + +[[package]] +name = "asn1crypto" +version = "1.5.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/de/cf/d547feed25b5244fcb9392e288ff9fdc3280b10260362fc45d37a798a6ee/asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c", size = 121080, upload-time = "2022-03-15T14:46:52.889Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c9/7f/09065fd9e27da0eda08b4d6897f1c13535066174cc023af248fc2a8d5e5a/asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67", size = 105045, upload-time = "2022-03-15T14:46:51.055Z" }, +] + +[[package]] +name = "asttokens" +version = "3.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", hash = "sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7", size = 62308, upload-time = "2025-11-15T16:43:48.578Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a", size = 27047, upload-time = "2025-11-15T16:43:16.109Z" }, +] + +[[package]] +name = "attrs" +version = "25.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6b/5c/685e6633917e101e5dcb62b9dd76946cbb57c26e133bae9e0cd36033c0a9/attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11", size = 934251, upload-time = "2025-10-06T13:54:44.725Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615, upload-time = "2025-10-06T13:54:43.17Z" }, +] + +[[package]] +name = "basedpyright" +version = "1.28.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "nodejs-wheel-binaries" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ce/43/7a85507882cfbda82b9003a849924dcb6f58ef74051c13f2dea9d1c30067/basedpyright-1.28.5.tar.gz", hash = "sha256:f2f13d1158c77edffe827b0a8366a8d6ec8c3a69aa9f4c938ec8fe6026d1e309", size = 21748156, upload-time = "2025-04-09T11:41:36.092Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/77/57/8aabf496d7c9c22fe259494fddc28b130e8f5d099f41025e616139b80428/basedpyright-1.28.5-py3-none-any.whl", hash = "sha256:33dab5a88832c17dbce6207e2c9df244c227ad0bf71d7e38d8728a227244e980", size = 11387863, upload-time = "2025-04-09T11:41:32.713Z" }, +] + +[[package]] +name = "boto3" +version = "1.41.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "botocore" }, + { name = "jmespath" }, + { name = "s3transfer" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5b/81/450cd4143864959264a3d80f9246175a20de8c1e50ec889c710eaa28cdd9/boto3-1.41.5.tar.gz", hash = "sha256:bc7806bee681dfdff2fe2b74967b107a56274f1e66ebe4d20dc8eee1ea408d17", size = 111594, upload-time = "2025-11-26T20:27:47.021Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/56/f47a80254ed4991cce9a2f6d8ae8aafbc8df1c3270e966b2927289e5a12f/boto3-1.41.5-py3-none-any.whl", hash = "sha256:bb278111bfb4c33dca8342bda49c9db7685e43debbfa00cc2a5eb854dd54b745", size = 139344, upload-time = "2025-11-26T20:27:45.571Z" }, +] + +[[package]] +name = "botocore" +version = "1.41.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jmespath" }, + { name = "python-dateutil" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/90/22/7fe08c726a2e3b11a0aef8bf177e83891c9cb2dc1809d35c9ed91a9e60e6/botocore-1.41.5.tar.gz", hash = "sha256:0367622b811597d183bfcaab4a350f0d3ede712031ce792ef183cabdee80d3bf", size = 14668152, upload-time = "2025-11-26T20:27:38.026Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4e/4e/21cd0b8f365449f1576f93de1ec8718ed18a7a3bc086dfbdeb79437bba7a/botocore-1.41.5-py3-none-any.whl", hash = "sha256:3fef7fcda30c82c27202d232cfdbd6782cb27f20f8e7e21b20606483e66ee73a", size = 14337008, upload-time = "2025-11-26T20:27:35.208Z" }, +] + +[[package]] +name = "cachetools" +version = "5.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6c/81/3747dad6b14fa2cf53fcf10548cf5aea6913e96fab41a3c198676f8948a5/cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4", size = 28380, upload-time = "2025-02-20T21:01:19.524Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/72/76/20fa66124dbe6be5cafeb312ece67de6b61dd91a0247d1ea13db4ebb33c2/cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a", size = 10080, upload-time = "2025-02-20T21:01:16.647Z" }, +] + +[[package]] +name = "certifi" +version = "2025.11.12" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/8c/58f469717fa48465e4a50c014a0400602d3c437d7c0c468e17ada824da3a/certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316", size = 160538, upload-time = "2025-11-12T02:54:51.517Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/70/7d/9bc192684cea499815ff478dfcdc13835ddf401365057044fb721ec6bddb/certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b", size = 159438, upload-time = "2025-11-12T02:54:49.735Z" }, +] + +[[package]] +name = "cffi" +version = "1.17.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pycparser" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621, upload-time = "2024-09-04T20:45:21.852Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5a/84/e94227139ee5fb4d600a7a4927f322e1d4aea6fdc50bd3fca8493caba23f/cffi-1.17.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4", size = 183178, upload-time = "2024-09-04T20:44:12.232Z" }, + { url = "https://files.pythonhosted.org/packages/da/ee/fb72c2b48656111c4ef27f0f91da355e130a923473bf5ee75c5643d00cca/cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c", size = 178840, upload-time = "2024-09-04T20:44:13.739Z" }, + { url = "https://files.pythonhosted.org/packages/cc/b6/db007700f67d151abadf508cbfd6a1884f57eab90b1bb985c4c8c02b0f28/cffi-1.17.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36", size = 454803, upload-time = "2024-09-04T20:44:15.231Z" }, + { url = "https://files.pythonhosted.org/packages/1a/df/f8d151540d8c200eb1c6fba8cd0dfd40904f1b0682ea705c36e6c2e97ab3/cffi-1.17.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da95af8214998d77a98cc14e3a3bd00aa191526343078b530ceb0bd710fb48a5", size = 478850, upload-time = "2024-09-04T20:44:17.188Z" }, + { url = "https://files.pythonhosted.org/packages/28/c0/b31116332a547fd2677ae5b78a2ef662dfc8023d67f41b2a83f7c2aa78b1/cffi-1.17.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d63afe322132c194cf832bfec0dc69a99fb9bb6bbd550f161a49e9e855cc78ff", size = 485729, upload-time = "2024-09-04T20:44:18.688Z" }, + { url = "https://files.pythonhosted.org/packages/91/2b/9a1ddfa5c7f13cab007a2c9cc295b70fbbda7cb10a286aa6810338e60ea1/cffi-1.17.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f79fc4fc25f1c8698ff97788206bb3c2598949bfe0fef03d299eb1b5356ada99", size = 471256, upload-time = "2024-09-04T20:44:20.248Z" }, + { url = "https://files.pythonhosted.org/packages/b2/d5/da47df7004cb17e4955df6a43d14b3b4ae77737dff8bf7f8f333196717bf/cffi-1.17.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b62ce867176a75d03a665bad002af8e6d54644fad99a3c70905c543130e39d93", size = 479424, upload-time = "2024-09-04T20:44:21.673Z" }, + { url = "https://files.pythonhosted.org/packages/0b/ac/2a28bcf513e93a219c8a4e8e125534f4f6db03e3179ba1c45e949b76212c/cffi-1.17.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:386c8bf53c502fff58903061338ce4f4950cbdcb23e2902d86c0f722b786bbe3", size = 484568, upload-time = "2024-09-04T20:44:23.245Z" }, + { url = "https://files.pythonhosted.org/packages/d4/38/ca8a4f639065f14ae0f1d9751e70447a261f1a30fa7547a828ae08142465/cffi-1.17.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4ceb10419a9adf4460ea14cfd6bc43d08701f0835e979bf821052f1805850fe8", size = 488736, upload-time = "2024-09-04T20:44:24.757Z" }, + { url = "https://files.pythonhosted.org/packages/86/c5/28b2d6f799ec0bdecf44dced2ec5ed43e0eb63097b0f58c293583b406582/cffi-1.17.1-cp312-cp312-win32.whl", hash = "sha256:a08d7e755f8ed21095a310a693525137cfe756ce62d066e53f502a83dc550f65", size = 172448, upload-time = "2024-09-04T20:44:26.208Z" }, + { url = "https://files.pythonhosted.org/packages/50/b9/db34c4755a7bd1cb2d1603ac3863f22bcecbd1ba29e5ee841a4bc510b294/cffi-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:51392eae71afec0d0c8fb1a53b204dbb3bcabcb3c9b807eedf3e1e6ccf2de903", size = 181976, upload-time = "2024-09-04T20:44:27.578Z" }, + { url = "https://files.pythonhosted.org/packages/8d/f8/dd6c246b148639254dad4d6803eb6a54e8c85c6e11ec9df2cffa87571dbe/cffi-1.17.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f3a2b4222ce6b60e2e8b337bb9596923045681d71e5a082783484d845390938e", size = 182989, upload-time = "2024-09-04T20:44:28.956Z" }, + { url = "https://files.pythonhosted.org/packages/8b/f1/672d303ddf17c24fc83afd712316fda78dc6fce1cd53011b839483e1ecc8/cffi-1.17.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0984a4925a435b1da406122d4d7968dd861c1385afe3b45ba82b750f229811e2", size = 178802, upload-time = "2024-09-04T20:44:30.289Z" }, + { url = "https://files.pythonhosted.org/packages/0e/2d/eab2e858a91fdff70533cab61dcff4a1f55ec60425832ddfdc9cd36bc8af/cffi-1.17.1-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d01b12eeeb4427d3110de311e1774046ad344f5b1a7403101878976ecd7a10f3", size = 454792, upload-time = "2024-09-04T20:44:32.01Z" }, + { url = "https://files.pythonhosted.org/packages/75/b2/fbaec7c4455c604e29388d55599b99ebcc250a60050610fadde58932b7ee/cffi-1.17.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:706510fe141c86a69c8ddc029c7910003a17353970cff3b904ff0686a5927683", size = 478893, upload-time = "2024-09-04T20:44:33.606Z" }, + { url = "https://files.pythonhosted.org/packages/4f/b7/6e4a2162178bf1935c336d4da8a9352cccab4d3a5d7914065490f08c0690/cffi-1.17.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de55b766c7aa2e2a3092c51e0483d700341182f08e67c63630d5b6f200bb28e5", size = 485810, upload-time = "2024-09-04T20:44:35.191Z" }, + { url = "https://files.pythonhosted.org/packages/c7/8a/1d0e4a9c26e54746dc08c2c6c037889124d4f59dffd853a659fa545f1b40/cffi-1.17.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c59d6e989d07460165cc5ad3c61f9fd8f1b4796eacbd81cee78957842b834af4", size = 471200, upload-time = "2024-09-04T20:44:36.743Z" }, + { url = "https://files.pythonhosted.org/packages/26/9f/1aab65a6c0db35f43c4d1b4f580e8df53914310afc10ae0397d29d697af4/cffi-1.17.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd398dbc6773384a17fe0d3e7eeb8d1a21c2200473ee6806bb5e6a8e62bb73dd", size = 479447, upload-time = "2024-09-04T20:44:38.492Z" }, + { url = "https://files.pythonhosted.org/packages/5f/e4/fb8b3dd8dc0e98edf1135ff067ae070bb32ef9d509d6cb0f538cd6f7483f/cffi-1.17.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:3edc8d958eb099c634dace3c7e16560ae474aa3803a5df240542b305d14e14ed", size = 484358, upload-time = "2024-09-04T20:44:40.046Z" }, + { url = "https://files.pythonhosted.org/packages/f1/47/d7145bf2dc04684935d57d67dff9d6d795b2ba2796806bb109864be3a151/cffi-1.17.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:72e72408cad3d5419375fc87d289076ee319835bdfa2caad331e377589aebba9", size = 488469, upload-time = "2024-09-04T20:44:41.616Z" }, + { url = "https://files.pythonhosted.org/packages/bf/ee/f94057fa6426481d663b88637a9a10e859e492c73d0384514a17d78ee205/cffi-1.17.1-cp313-cp313-win32.whl", hash = "sha256:e03eab0a8677fa80d646b5ddece1cbeaf556c313dcfac435ba11f107ba117b5d", size = 172475, upload-time = "2024-09-04T20:44:43.733Z" }, + { url = "https://files.pythonhosted.org/packages/7c/fc/6a8cb64e5f0324877d503c854da15d76c1e50eb722e320b15345c4d0c6de/cffi-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:f6a16c31041f09ead72d69f583767292f750d24913dadacf5756b966aacb3f1a", size = 182009, upload-time = "2024-09-04T20:44:45.309Z" }, +] + +[[package]] +name = "charset-normalizer" +version = "3.4.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418, upload-time = "2025-10-14T04:42:32.879Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f3/85/1637cd4af66fa687396e757dec650f28025f2a2f5a5531a3208dc0ec43f2/charset_normalizer-3.4.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394", size = 208425, upload-time = "2025-10-14T04:40:53.353Z" }, + { url = "https://files.pythonhosted.org/packages/9d/6a/04130023fef2a0d9c62d0bae2649b69f7b7d8d24ea5536feef50551029df/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25", size = 148162, upload-time = "2025-10-14T04:40:54.558Z" }, + { url = "https://files.pythonhosted.org/packages/78/29/62328d79aa60da22c9e0b9a66539feae06ca0f5a4171ac4f7dc285b83688/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef", size = 144558, upload-time = "2025-10-14T04:40:55.677Z" }, + { url = "https://files.pythonhosted.org/packages/86/bb/b32194a4bf15b88403537c2e120b817c61cd4ecffa9b6876e941c3ee38fe/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d", size = 161497, upload-time = "2025-10-14T04:40:57.217Z" }, + { url = "https://files.pythonhosted.org/packages/19/89/a54c82b253d5b9b111dc74aca196ba5ccfcca8242d0fb64146d4d3183ff1/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8", size = 159240, upload-time = "2025-10-14T04:40:58.358Z" }, + { url = "https://files.pythonhosted.org/packages/c0/10/d20b513afe03acc89ec33948320a5544d31f21b05368436d580dec4e234d/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86", size = 153471, upload-time = "2025-10-14T04:40:59.468Z" }, + { url = "https://files.pythonhosted.org/packages/61/fa/fbf177b55bdd727010f9c0a3c49eefa1d10f960e5f09d1d887bf93c2e698/charset_normalizer-3.4.4-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a", size = 150864, upload-time = "2025-10-14T04:41:00.623Z" }, + { url = "https://files.pythonhosted.org/packages/05/12/9fbc6a4d39c0198adeebbde20b619790e9236557ca59fc40e0e3cebe6f40/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f", size = 150647, upload-time = "2025-10-14T04:41:01.754Z" }, + { url = "https://files.pythonhosted.org/packages/ad/1f/6a9a593d52e3e8c5d2b167daf8c6b968808efb57ef4c210acb907c365bc4/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc", size = 145110, upload-time = "2025-10-14T04:41:03.231Z" }, + { url = "https://files.pythonhosted.org/packages/30/42/9a52c609e72471b0fc54386dc63c3781a387bb4fe61c20231a4ebcd58bdd/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf", size = 162839, upload-time = "2025-10-14T04:41:04.715Z" }, + { url = "https://files.pythonhosted.org/packages/c4/5b/c0682bbf9f11597073052628ddd38344a3d673fda35a36773f7d19344b23/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15", size = 150667, upload-time = "2025-10-14T04:41:05.827Z" }, + { url = "https://files.pythonhosted.org/packages/e4/24/a41afeab6f990cf2daf6cb8c67419b63b48cf518e4f56022230840c9bfb2/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9", size = 160535, upload-time = "2025-10-14T04:41:06.938Z" }, + { url = "https://files.pythonhosted.org/packages/2a/e5/6a4ce77ed243c4a50a1fecca6aaaab419628c818a49434be428fe24c9957/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0", size = 154816, upload-time = "2025-10-14T04:41:08.101Z" }, + { url = "https://files.pythonhosted.org/packages/a8/ef/89297262b8092b312d29cdb2517cb1237e51db8ecef2e9af5edbe7b683b1/charset_normalizer-3.4.4-cp312-cp312-win32.whl", hash = "sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26", size = 99694, upload-time = "2025-10-14T04:41:09.23Z" }, + { url = "https://files.pythonhosted.org/packages/3d/2d/1e5ed9dd3b3803994c155cd9aacb60c82c331bad84daf75bcb9c91b3295e/charset_normalizer-3.4.4-cp312-cp312-win_amd64.whl", hash = "sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525", size = 107131, upload-time = "2025-10-14T04:41:10.467Z" }, + { url = "https://files.pythonhosted.org/packages/d0/d9/0ed4c7098a861482a7b6a95603edce4c0d9db2311af23da1fb2b75ec26fc/charset_normalizer-3.4.4-cp312-cp312-win_arm64.whl", hash = "sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3", size = 100390, upload-time = "2025-10-14T04:41:11.915Z" }, + { url = "https://files.pythonhosted.org/packages/97/45/4b3a1239bbacd321068ea6e7ac28875b03ab8bc0aa0966452db17cd36714/charset_normalizer-3.4.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794", size = 208091, upload-time = "2025-10-14T04:41:13.346Z" }, + { url = "https://files.pythonhosted.org/packages/7d/62/73a6d7450829655a35bb88a88fca7d736f9882a27eacdca2c6d505b57e2e/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed", size = 147936, upload-time = "2025-10-14T04:41:14.461Z" }, + { url = "https://files.pythonhosted.org/packages/89/c5/adb8c8b3d6625bef6d88b251bbb0d95f8205831b987631ab0c8bb5d937c2/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72", size = 144180, upload-time = "2025-10-14T04:41:15.588Z" }, + { url = "https://files.pythonhosted.org/packages/91/ed/9706e4070682d1cc219050b6048bfd293ccf67b3d4f5a4f39207453d4b99/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328", size = 161346, upload-time = "2025-10-14T04:41:16.738Z" }, + { url = "https://files.pythonhosted.org/packages/d5/0d/031f0d95e4972901a2f6f09ef055751805ff541511dc1252ba3ca1f80cf5/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede", size = 158874, upload-time = "2025-10-14T04:41:17.923Z" }, + { url = "https://files.pythonhosted.org/packages/f5/83/6ab5883f57c9c801ce5e5677242328aa45592be8a00644310a008d04f922/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894", size = 153076, upload-time = "2025-10-14T04:41:19.106Z" }, + { url = "https://files.pythonhosted.org/packages/75/1e/5ff781ddf5260e387d6419959ee89ef13878229732732ee73cdae01800f2/charset_normalizer-3.4.4-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1", size = 150601, upload-time = "2025-10-14T04:41:20.245Z" }, + { url = "https://files.pythonhosted.org/packages/d7/57/71be810965493d3510a6ca79b90c19e48696fb1ff964da319334b12677f0/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490", size = 150376, upload-time = "2025-10-14T04:41:21.398Z" }, + { url = "https://files.pythonhosted.org/packages/e5/d5/c3d057a78c181d007014feb7e9f2e65905a6c4ef182c0ddf0de2924edd65/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44", size = 144825, upload-time = "2025-10-14T04:41:22.583Z" }, + { url = "https://files.pythonhosted.org/packages/e6/8c/d0406294828d4976f275ffbe66f00266c4b3136b7506941d87c00cab5272/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133", size = 162583, upload-time = "2025-10-14T04:41:23.754Z" }, + { url = "https://files.pythonhosted.org/packages/d7/24/e2aa1f18c8f15c4c0e932d9287b8609dd30ad56dbe41d926bd846e22fb8d/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3", size = 150366, upload-time = "2025-10-14T04:41:25.27Z" }, + { url = "https://files.pythonhosted.org/packages/e4/5b/1e6160c7739aad1e2df054300cc618b06bf784a7a164b0f238360721ab86/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e", size = 160300, upload-time = "2025-10-14T04:41:26.725Z" }, + { url = "https://files.pythonhosted.org/packages/7a/10/f882167cd207fbdd743e55534d5d9620e095089d176d55cb22d5322f2afd/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc", size = 154465, upload-time = "2025-10-14T04:41:28.322Z" }, + { url = "https://files.pythonhosted.org/packages/89/66/c7a9e1b7429be72123441bfdbaf2bc13faab3f90b933f664db506dea5915/charset_normalizer-3.4.4-cp313-cp313-win32.whl", hash = "sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac", size = 99404, upload-time = "2025-10-14T04:41:29.95Z" }, + { url = "https://files.pythonhosted.org/packages/c4/26/b9924fa27db384bdcd97ab83b4f0a8058d96ad9626ead570674d5e737d90/charset_normalizer-3.4.4-cp313-cp313-win_amd64.whl", hash = "sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14", size = 107092, upload-time = "2025-10-14T04:41:31.188Z" }, + { url = "https://files.pythonhosted.org/packages/af/8f/3ed4bfa0c0c72a7ca17f0380cd9e4dd842b09f664e780c13cff1dcf2ef1b/charset_normalizer-3.4.4-cp313-cp313-win_arm64.whl", hash = "sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2", size = 100408, upload-time = "2025-10-14T04:41:32.624Z" }, + { url = "https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd", size = 207746, upload-time = "2025-10-14T04:41:33.773Z" }, + { url = "https://files.pythonhosted.org/packages/10/9a/97c8d48ef10d6cd4fcead2415523221624bf58bcf68a802721a6bc807c8f/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8af65f14dc14a79b924524b1e7fffe304517b2bff5a58bf64f30b98bbc5079eb", size = 147889, upload-time = "2025-10-14T04:41:34.897Z" }, + { url = "https://files.pythonhosted.org/packages/10/bf/979224a919a1b606c82bd2c5fa49b5c6d5727aa47b4312bb27b1734f53cd/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74664978bb272435107de04e36db5a9735e78232b85b77d45cfb38f758efd33e", size = 143641, upload-time = "2025-10-14T04:41:36.116Z" }, + { url = "https://files.pythonhosted.org/packages/ba/33/0ad65587441fc730dc7bd90e9716b30b4702dc7b617e6ba4997dc8651495/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:752944c7ffbfdd10c074dc58ec2d5a8a4cd9493b314d367c14d24c17684ddd14", size = 160779, upload-time = "2025-10-14T04:41:37.229Z" }, + { url = "https://files.pythonhosted.org/packages/67/ed/331d6b249259ee71ddea93f6f2f0a56cfebd46938bde6fcc6f7b9a3d0e09/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1f13550535ad8cff21b8d757a3257963e951d96e20ec82ab44bc64aeb62a191", size = 159035, upload-time = "2025-10-14T04:41:38.368Z" }, + { url = "https://files.pythonhosted.org/packages/67/ff/f6b948ca32e4f2a4576aa129d8bed61f2e0543bf9f5f2b7fc3758ed005c9/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ecaae4149d99b1c9e7b88bb03e3221956f68fd6d50be2ef061b2381b61d20838", size = 152542, upload-time = "2025-10-14T04:41:39.862Z" }, + { url = "https://files.pythonhosted.org/packages/16/85/276033dcbcc369eb176594de22728541a925b2632f9716428c851b149e83/charset_normalizer-3.4.4-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cb6254dc36b47a990e59e1068afacdcd02958bdcce30bb50cc1700a8b9d624a6", size = 149524, upload-time = "2025-10-14T04:41:41.319Z" }, + { url = "https://files.pythonhosted.org/packages/9e/f2/6a2a1f722b6aba37050e626530a46a68f74e63683947a8acff92569f979a/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c8ae8a0f02f57a6e61203a31428fa1d677cbe50c93622b4149d5c0f319c1d19e", size = 150395, upload-time = "2025-10-14T04:41:42.539Z" }, + { url = "https://files.pythonhosted.org/packages/60/bb/2186cb2f2bbaea6338cad15ce23a67f9b0672929744381e28b0592676824/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:47cc91b2f4dd2833fddaedd2893006b0106129d4b94fdb6af1f4ce5a9965577c", size = 143680, upload-time = "2025-10-14T04:41:43.661Z" }, + { url = "https://files.pythonhosted.org/packages/7d/a5/bf6f13b772fbb2a90360eb620d52ed8f796f3c5caee8398c3b2eb7b1c60d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:82004af6c302b5d3ab2cfc4cc5f29db16123b1a8417f2e25f9066f91d4411090", size = 162045, upload-time = "2025-10-14T04:41:44.821Z" }, + { url = "https://files.pythonhosted.org/packages/df/c5/d1be898bf0dc3ef9030c3825e5d3b83f2c528d207d246cbabe245966808d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:2b7d8f6c26245217bd2ad053761201e9f9680f8ce52f0fcd8d0755aeae5b2152", size = 149687, upload-time = "2025-10-14T04:41:46.442Z" }, + { url = "https://files.pythonhosted.org/packages/a5/42/90c1f7b9341eef50c8a1cb3f098ac43b0508413f33affd762855f67a410e/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:799a7a5e4fb2d5898c60b640fd4981d6a25f1c11790935a44ce38c54e985f828", size = 160014, upload-time = "2025-10-14T04:41:47.631Z" }, + { url = "https://files.pythonhosted.org/packages/76/be/4d3ee471e8145d12795ab655ece37baed0929462a86e72372fd25859047c/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:99ae2cffebb06e6c22bdc25801d7b30f503cc87dbd283479e7b606f70aff57ec", size = 154044, upload-time = "2025-10-14T04:41:48.81Z" }, + { url = "https://files.pythonhosted.org/packages/b0/6f/8f7af07237c34a1defe7defc565a9bc1807762f672c0fde711a4b22bf9c0/charset_normalizer-3.4.4-cp314-cp314-win32.whl", hash = "sha256:f9d332f8c2a2fcbffe1378594431458ddbef721c1769d78e2cbc06280d8155f9", size = 99940, upload-time = "2025-10-14T04:41:49.946Z" }, + { url = "https://files.pythonhosted.org/packages/4b/51/8ade005e5ca5b0d80fb4aff72a3775b325bdc3d27408c8113811a7cbe640/charset_normalizer-3.4.4-cp314-cp314-win_amd64.whl", hash = "sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c", size = 107104, upload-time = "2025-10-14T04:41:51.051Z" }, + { url = "https://files.pythonhosted.org/packages/da/5f/6b8f83a55bb8278772c5ae54a577f3099025f9ade59d0136ac24a0df4bde/charset_normalizer-3.4.4-cp314-cp314-win_arm64.whl", hash = "sha256:de00632ca48df9daf77a2c65a484531649261ec9f25489917f09e455cb09ddb2", size = 100743, upload-time = "2025-10-14T04:41:52.122Z" }, + { url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f", size = 53402, upload-time = "2025-10-14T04:42:31.76Z" }, +] + +[[package]] +name = "click" +version = "8.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/3d/fa/656b739db8587d7b5dfa22e22ed02566950fbfbcdc20311993483657a5c0/click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a", size = 295065, upload-time = "2025-11-15T20:45:42.706Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" }, +] + +[[package]] +name = "cloudpickle" +version = "3.1.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/52/39/069100b84d7418bc358d81669d5748efb14b9cceacd2f9c75f550424132f/cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64", size = 22113, upload-time = "2025-01-14T17:02:05.085Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/e8/64c37fadfc2816a7701fa8a6ed8d87327c7d54eacfbfb6edab14a2f2be75/cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e", size = 20992, upload-time = "2025-01-14T17:02:02.417Z" }, +] + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, +] + +[[package]] +name = "comm" +version = "0.2.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/4c/13/7d740c5849255756bc17888787313b61fd38a0a8304fc4f073dfc46122aa/comm-0.2.3.tar.gz", hash = "sha256:2dc8048c10962d55d7ad693be1e7045d891b7ce8d999c97963a5e3e99c055971", size = 6319, upload-time = "2025-07-25T14:02:04.452Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl", hash = "sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417", size = 7294, upload-time = "2025-07-25T14:02:02.896Z" }, +] + +[[package]] +name = "coverage" +version = "7.12.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/89/26/4a96807b193b011588099c3b5c89fbb05294e5b90e71018e065465f34eb6/coverage-7.12.0.tar.gz", hash = "sha256:fc11e0a4e372cb5f282f16ef90d4a585034050ccda536451901abfb19a57f40c", size = 819341, upload-time = "2025-11-18T13:34:20.766Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/02/bf/638c0427c0f0d47638242e2438127f3c8ee3cfc06c7fdeb16778ed47f836/coverage-7.12.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:29644c928772c78512b48e14156b81255000dcfd4817574ff69def189bcb3647", size = 217704, upload-time = "2025-11-18T13:32:28.906Z" }, + { url = "https://files.pythonhosted.org/packages/08/e1/706fae6692a66c2d6b871a608bbde0da6281903fa0e9f53a39ed441da36a/coverage-7.12.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8638cbb002eaa5d7c8d04da667813ce1067080b9a91099801a0053086e52b736", size = 218064, upload-time = "2025-11-18T13:32:30.161Z" }, + { url = "https://files.pythonhosted.org/packages/a9/8b/eb0231d0540f8af3ffda39720ff43cb91926489d01524e68f60e961366e4/coverage-7.12.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:083631eeff5eb9992c923e14b810a179798bb598e6a0dd60586819fc23be6e60", size = 249560, upload-time = "2025-11-18T13:32:31.835Z" }, + { url = "https://files.pythonhosted.org/packages/e9/a1/67fb52af642e974d159b5b379e4d4c59d0ebe1288677fbd04bbffe665a82/coverage-7.12.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:99d5415c73ca12d558e07776bd957c4222c687b9f1d26fa0e1b57e3598bdcde8", size = 252318, upload-time = "2025-11-18T13:32:33.178Z" }, + { url = "https://files.pythonhosted.org/packages/41/e5/38228f31b2c7665ebf9bdfdddd7a184d56450755c7e43ac721c11a4b8dab/coverage-7.12.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e949ebf60c717c3df63adb4a1a366c096c8d7fd8472608cd09359e1bd48ef59f", size = 253403, upload-time = "2025-11-18T13:32:34.45Z" }, + { url = "https://files.pythonhosted.org/packages/ec/4b/df78e4c8188f9960684267c5a4897836f3f0f20a20c51606ee778a1d9749/coverage-7.12.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6d907ddccbca819afa2cd014bc69983b146cca2735a0b1e6259b2a6c10be1e70", size = 249984, upload-time = "2025-11-18T13:32:35.747Z" }, + { url = "https://files.pythonhosted.org/packages/ba/51/bb163933d195a345c6f63eab9e55743413d064c291b6220df754075c2769/coverage-7.12.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b1518ecbad4e6173f4c6e6c4a46e49555ea5679bf3feda5edb1b935c7c44e8a0", size = 251339, upload-time = "2025-11-18T13:32:37.352Z" }, + { url = "https://files.pythonhosted.org/packages/15/40/c9b29cdb8412c837cdcbc2cfa054547dd83affe6cbbd4ce4fdb92b6ba7d1/coverage-7.12.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:51777647a749abdf6f6fd8c7cffab12de68ab93aab15efc72fbbb83036c2a068", size = 249489, upload-time = "2025-11-18T13:32:39.212Z" }, + { url = "https://files.pythonhosted.org/packages/c8/da/b3131e20ba07a0de4437a50ef3b47840dfabf9293675b0cd5c2c7f66dd61/coverage-7.12.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:42435d46d6461a3b305cdfcad7cdd3248787771f53fe18305548cba474e6523b", size = 249070, upload-time = "2025-11-18T13:32:40.598Z" }, + { url = "https://files.pythonhosted.org/packages/70/81/b653329b5f6302c08d683ceff6785bc60a34be9ae92a5c7b63ee7ee7acec/coverage-7.12.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5bcead88c8423e1855e64b8057d0544e33e4080b95b240c2a355334bb7ced937", size = 250929, upload-time = "2025-11-18T13:32:42.915Z" }, + { url = "https://files.pythonhosted.org/packages/a3/00/250ac3bca9f252a5fb1338b5ad01331ebb7b40223f72bef5b1b2cb03aa64/coverage-7.12.0-cp312-cp312-win32.whl", hash = "sha256:dcbb630ab034e86d2a0f79aefd2be07e583202f41e037602d438c80044957baa", size = 220241, upload-time = "2025-11-18T13:32:44.665Z" }, + { url = "https://files.pythonhosted.org/packages/64/1c/77e79e76d37ce83302f6c21980b45e09f8aa4551965213a10e62d71ce0ab/coverage-7.12.0-cp312-cp312-win_amd64.whl", hash = "sha256:2fd8354ed5d69775ac42986a691fbf68b4084278710cee9d7c3eaa0c28fa982a", size = 221051, upload-time = "2025-11-18T13:32:46.008Z" }, + { url = "https://files.pythonhosted.org/packages/31/f5/641b8a25baae564f9e52cac0e2667b123de961985709a004e287ee7663cc/coverage-7.12.0-cp312-cp312-win_arm64.whl", hash = "sha256:737c3814903be30695b2de20d22bcc5428fdae305c61ba44cdc8b3252984c49c", size = 219692, upload-time = "2025-11-18T13:32:47.372Z" }, + { url = "https://files.pythonhosted.org/packages/b8/14/771700b4048774e48d2c54ed0c674273702713c9ee7acdfede40c2666747/coverage-7.12.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:47324fffca8d8eae7e185b5bb20c14645f23350f870c1649003618ea91a78941", size = 217725, upload-time = "2025-11-18T13:32:49.22Z" }, + { url = "https://files.pythonhosted.org/packages/17/a7/3aa4144d3bcb719bf67b22d2d51c2d577bf801498c13cb08f64173e80497/coverage-7.12.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ccf3b2ede91decd2fb53ec73c1f949c3e034129d1e0b07798ff1d02ea0c8fa4a", size = 218098, upload-time = "2025-11-18T13:32:50.78Z" }, + { url = "https://files.pythonhosted.org/packages/fc/9c/b846bbc774ff81091a12a10203e70562c91ae71badda00c5ae5b613527b1/coverage-7.12.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b365adc70a6936c6b0582dc38746b33b2454148c02349345412c6e743efb646d", size = 249093, upload-time = "2025-11-18T13:32:52.554Z" }, + { url = "https://files.pythonhosted.org/packages/76/b6/67d7c0e1f400b32c883e9342de4a8c2ae7c1a0b57c5de87622b7262e2309/coverage-7.12.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:bc13baf85cd8a4cfcf4a35c7bc9d795837ad809775f782f697bf630b7e200211", size = 251686, upload-time = "2025-11-18T13:32:54.862Z" }, + { url = "https://files.pythonhosted.org/packages/cc/75/b095bd4b39d49c3be4bffbb3135fea18a99a431c52dd7513637c0762fecb/coverage-7.12.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:099d11698385d572ceafb3288a5b80fe1fc58bf665b3f9d362389de488361d3d", size = 252930, upload-time = "2025-11-18T13:32:56.417Z" }, + { url = "https://files.pythonhosted.org/packages/6e/f3/466f63015c7c80550bead3093aacabf5380c1220a2a93c35d374cae8f762/coverage-7.12.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:473dc45d69694069adb7680c405fb1e81f60b2aff42c81e2f2c3feaf544d878c", size = 249296, upload-time = "2025-11-18T13:32:58.074Z" }, + { url = "https://files.pythonhosted.org/packages/27/86/eba2209bf2b7e28c68698fc13437519a295b2d228ba9e0ec91673e09fa92/coverage-7.12.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:583f9adbefd278e9de33c33d6846aa8f5d164fa49b47144180a0e037f0688bb9", size = 251068, upload-time = "2025-11-18T13:32:59.646Z" }, + { url = "https://files.pythonhosted.org/packages/ec/55/ca8ae7dbba962a3351f18940b359b94c6bafdd7757945fdc79ec9e452dc7/coverage-7.12.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b2089cc445f2dc0af6f801f0d1355c025b76c24481935303cf1af28f636688f0", size = 249034, upload-time = "2025-11-18T13:33:01.481Z" }, + { url = "https://files.pythonhosted.org/packages/7a/d7/39136149325cad92d420b023b5fd900dabdd1c3a0d1d5f148ef4a8cedef5/coverage-7.12.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:950411f1eb5d579999c5f66c62a40961f126fc71e5e14419f004471957b51508", size = 248853, upload-time = "2025-11-18T13:33:02.935Z" }, + { url = "https://files.pythonhosted.org/packages/fe/b6/76e1add8b87ef60e00643b0b7f8f7bb73d4bf5249a3be19ebefc5793dd25/coverage-7.12.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b1aab7302a87bafebfe76b12af681b56ff446dc6f32ed178ff9c092ca776e6bc", size = 250619, upload-time = "2025-11-18T13:33:04.336Z" }, + { url = "https://files.pythonhosted.org/packages/95/87/924c6dc64f9203f7a3c1832a6a0eee5a8335dbe5f1bdadcc278d6f1b4d74/coverage-7.12.0-cp313-cp313-win32.whl", hash = "sha256:d7e0d0303c13b54db495eb636bc2465b2fb8475d4c8bcec8fe4b5ca454dfbae8", size = 220261, upload-time = "2025-11-18T13:33:06.493Z" }, + { url = "https://files.pythonhosted.org/packages/91/77/dd4aff9af16ff776bf355a24d87eeb48fc6acde54c907cc1ea89b14a8804/coverage-7.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:ce61969812d6a98a981d147d9ac583a36ac7db7766f2e64a9d4d059c2fe29d07", size = 221072, upload-time = "2025-11-18T13:33:07.926Z" }, + { url = "https://files.pythonhosted.org/packages/70/49/5c9dc46205fef31b1b226a6e16513193715290584317fd4df91cdaf28b22/coverage-7.12.0-cp313-cp313-win_arm64.whl", hash = "sha256:bcec6f47e4cb8a4c2dc91ce507f6eefc6a1b10f58df32cdc61dff65455031dfc", size = 219702, upload-time = "2025-11-18T13:33:09.631Z" }, + { url = "https://files.pythonhosted.org/packages/9b/62/f87922641c7198667994dd472a91e1d9b829c95d6c29529ceb52132436ad/coverage-7.12.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:459443346509476170d553035e4a3eed7b860f4fe5242f02de1010501956ce87", size = 218420, upload-time = "2025-11-18T13:33:11.153Z" }, + { url = "https://files.pythonhosted.org/packages/85/dd/1cc13b2395ef15dbb27d7370a2509b4aee77890a464fb35d72d428f84871/coverage-7.12.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:04a79245ab2b7a61688958f7a855275997134bc84f4a03bc240cf64ff132abf6", size = 218773, upload-time = "2025-11-18T13:33:12.569Z" }, + { url = "https://files.pythonhosted.org/packages/74/40/35773cc4bb1e9d4658d4fb669eb4195b3151bef3bbd6f866aba5cd5dac82/coverage-7.12.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:09a86acaaa8455f13d6a99221d9654df249b33937b4e212b4e5a822065f12aa7", size = 260078, upload-time = "2025-11-18T13:33:14.037Z" }, + { url = "https://files.pythonhosted.org/packages/ec/ee/231bb1a6ffc2905e396557585ebc6bdc559e7c66708376d245a1f1d330fc/coverage-7.12.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:907e0df1b71ba77463687a74149c6122c3f6aac56c2510a5d906b2f368208560", size = 262144, upload-time = "2025-11-18T13:33:15.601Z" }, + { url = "https://files.pythonhosted.org/packages/28/be/32f4aa9f3bf0b56f3971001b56508352c7753915345d45fab4296a986f01/coverage-7.12.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9b57e2d0ddd5f0582bae5437c04ee71c46cd908e7bc5d4d0391f9a41e812dd12", size = 264574, upload-time = "2025-11-18T13:33:17.354Z" }, + { url = "https://files.pythonhosted.org/packages/68/7c/00489fcbc2245d13ab12189b977e0cf06ff3351cb98bc6beba8bd68c5902/coverage-7.12.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:58c1c6aa677f3a1411fe6fb28ec3a942e4f665df036a3608816e0847fad23296", size = 259298, upload-time = "2025-11-18T13:33:18.958Z" }, + { url = "https://files.pythonhosted.org/packages/96/b4/f0760d65d56c3bea95b449e02570d4abd2549dc784bf39a2d4721a2d8ceb/coverage-7.12.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4c589361263ab2953e3c4cd2a94db94c4ad4a8e572776ecfbad2389c626e4507", size = 262150, upload-time = "2025-11-18T13:33:20.644Z" }, + { url = "https://files.pythonhosted.org/packages/c5/71/9a9314df00f9326d78c1e5a910f520d599205907432d90d1c1b7a97aa4b1/coverage-7.12.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:91b810a163ccad2e43b1faa11d70d3cf4b6f3d83f9fd5f2df82a32d47b648e0d", size = 259763, upload-time = "2025-11-18T13:33:22.189Z" }, + { url = "https://files.pythonhosted.org/packages/10/34/01a0aceed13fbdf925876b9a15d50862eb8845454301fe3cdd1df08b2182/coverage-7.12.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:40c867af715f22592e0d0fb533a33a71ec9e0f73a6945f722a0c85c8c1cbe3a2", size = 258653, upload-time = "2025-11-18T13:33:24.239Z" }, + { url = "https://files.pythonhosted.org/packages/8d/04/81d8fd64928acf1574bbb0181f66901c6c1c6279c8ccf5f84259d2c68ae9/coverage-7.12.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:68b0d0a2d84f333de875666259dadf28cc67858bc8fd8b3f1eae84d3c2bec455", size = 260856, upload-time = "2025-11-18T13:33:26.365Z" }, + { url = "https://files.pythonhosted.org/packages/f2/76/fa2a37bfaeaf1f766a2d2360a25a5297d4fb567098112f6517475eee120b/coverage-7.12.0-cp313-cp313t-win32.whl", hash = "sha256:73f9e7fbd51a221818fd11b7090eaa835a353ddd59c236c57b2199486b116c6d", size = 220936, upload-time = "2025-11-18T13:33:28.165Z" }, + { url = "https://files.pythonhosted.org/packages/f9/52/60f64d932d555102611c366afb0eb434b34266b1d9266fc2fe18ab641c47/coverage-7.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:24cff9d1f5743f67db7ba46ff284018a6e9aeb649b67aa1e70c396aa1b7cb23c", size = 222001, upload-time = "2025-11-18T13:33:29.656Z" }, + { url = "https://files.pythonhosted.org/packages/77/df/c303164154a5a3aea7472bf323b7c857fed93b26618ed9fc5c2955566bb0/coverage-7.12.0-cp313-cp313t-win_arm64.whl", hash = "sha256:c87395744f5c77c866d0f5a43d97cc39e17c7f1cb0115e54a2fe67ca75c5d14d", size = 220273, upload-time = "2025-11-18T13:33:31.415Z" }, + { url = "https://files.pythonhosted.org/packages/bf/2e/fc12db0883478d6e12bbd62d481210f0c8daf036102aa11434a0c5755825/coverage-7.12.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:a1c59b7dc169809a88b21a936eccf71c3895a78f5592051b1af8f4d59c2b4f92", size = 217777, upload-time = "2025-11-18T13:33:32.86Z" }, + { url = "https://files.pythonhosted.org/packages/1f/c1/ce3e525d223350c6ec16b9be8a057623f54226ef7f4c2fee361ebb6a02b8/coverage-7.12.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8787b0f982e020adb732b9f051f3e49dd5054cebbc3f3432061278512a2b1360", size = 218100, upload-time = "2025-11-18T13:33:34.532Z" }, + { url = "https://files.pythonhosted.org/packages/15/87/113757441504aee3808cb422990ed7c8bcc2d53a6779c66c5adef0942939/coverage-7.12.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5ea5a9f7dc8877455b13dd1effd3202e0bca72f6f3ab09f9036b1bcf728f69ac", size = 249151, upload-time = "2025-11-18T13:33:36.135Z" }, + { url = "https://files.pythonhosted.org/packages/d9/1d/9529d9bd44049b6b05bb319c03a3a7e4b0a8a802d28fa348ad407e10706d/coverage-7.12.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fdba9f15849534594f60b47c9a30bc70409b54947319a7c4fd0e8e3d8d2f355d", size = 251667, upload-time = "2025-11-18T13:33:37.996Z" }, + { url = "https://files.pythonhosted.org/packages/11/bb/567e751c41e9c03dc29d3ce74b8c89a1e3396313e34f255a2a2e8b9ebb56/coverage-7.12.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a00594770eb715854fb1c57e0dea08cce6720cfbc531accdb9850d7c7770396c", size = 253003, upload-time = "2025-11-18T13:33:39.553Z" }, + { url = "https://files.pythonhosted.org/packages/e4/b3/c2cce2d8526a02fb9e9ca14a263ca6fc074449b33a6afa4892838c903528/coverage-7.12.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:5560c7e0d82b42eb1951e4f68f071f8017c824ebfd5a6ebe42c60ac16c6c2434", size = 249185, upload-time = "2025-11-18T13:33:42.086Z" }, + { url = "https://files.pythonhosted.org/packages/0e/a7/967f93bb66e82c9113c66a8d0b65ecf72fc865adfba5a145f50c7af7e58d/coverage-7.12.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:d6c2e26b481c9159c2773a37947a9718cfdc58893029cdfb177531793e375cfc", size = 251025, upload-time = "2025-11-18T13:33:43.634Z" }, + { url = "https://files.pythonhosted.org/packages/b9/b2/f2f6f56337bc1af465d5b2dc1ee7ee2141b8b9272f3bf6213fcbc309a836/coverage-7.12.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:6e1a8c066dabcde56d5d9fed6a66bc19a2883a3fe051f0c397a41fc42aedd4cc", size = 248979, upload-time = "2025-11-18T13:33:46.04Z" }, + { url = "https://files.pythonhosted.org/packages/f4/7a/bf4209f45a4aec09d10a01a57313a46c0e0e8f4c55ff2965467d41a92036/coverage-7.12.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:f7ba9da4726e446d8dd8aae5a6cd872511184a5d861de80a86ef970b5dacce3e", size = 248800, upload-time = "2025-11-18T13:33:47.546Z" }, + { url = "https://files.pythonhosted.org/packages/b8/b7/1e01b8696fb0521810f60c5bbebf699100d6754183e6cc0679bf2ed76531/coverage-7.12.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e0f483ab4f749039894abaf80c2f9e7ed77bbf3c737517fb88c8e8e305896a17", size = 250460, upload-time = "2025-11-18T13:33:49.537Z" }, + { url = "https://files.pythonhosted.org/packages/71/ae/84324fb9cb46c024760e706353d9b771a81b398d117d8c1fe010391c186f/coverage-7.12.0-cp314-cp314-win32.whl", hash = "sha256:76336c19a9ef4a94b2f8dc79f8ac2da3f193f625bb5d6f51a328cd19bfc19933", size = 220533, upload-time = "2025-11-18T13:33:51.16Z" }, + { url = "https://files.pythonhosted.org/packages/e2/71/1033629deb8460a8f97f83e6ac4ca3b93952e2b6f826056684df8275e015/coverage-7.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:7c1059b600aec6ef090721f8f633f60ed70afaffe8ecab85b59df748f24b31fe", size = 221348, upload-time = "2025-11-18T13:33:52.776Z" }, + { url = "https://files.pythonhosted.org/packages/0a/5f/ac8107a902f623b0c251abdb749be282dc2ab61854a8a4fcf49e276fce2f/coverage-7.12.0-cp314-cp314-win_arm64.whl", hash = "sha256:172cf3a34bfef42611963e2b661302a8931f44df31629e5b1050567d6b90287d", size = 219922, upload-time = "2025-11-18T13:33:54.316Z" }, + { url = "https://files.pythonhosted.org/packages/79/6e/f27af2d4da367f16077d21ef6fe796c874408219fa6dd3f3efe7751bd910/coverage-7.12.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:aa7d48520a32cb21c7a9b31f81799e8eaec7239db36c3b670be0fa2403828d1d", size = 218511, upload-time = "2025-11-18T13:33:56.343Z" }, + { url = "https://files.pythonhosted.org/packages/67/dd/65fd874aa460c30da78f9d259400d8e6a4ef457d61ab052fd248f0050558/coverage-7.12.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:90d58ac63bc85e0fb919f14d09d6caa63f35a5512a2205284b7816cafd21bb03", size = 218771, upload-time = "2025-11-18T13:33:57.966Z" }, + { url = "https://files.pythonhosted.org/packages/55/e0/7c6b71d327d8068cb79c05f8f45bf1b6145f7a0de23bbebe63578fe5240a/coverage-7.12.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ca8ecfa283764fdda3eae1bdb6afe58bf78c2c3ec2b2edcb05a671f0bba7b3f9", size = 260151, upload-time = "2025-11-18T13:33:59.597Z" }, + { url = "https://files.pythonhosted.org/packages/49/ce/4697457d58285b7200de6b46d606ea71066c6e674571a946a6ea908fb588/coverage-7.12.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:874fe69a0785d96bd066059cd4368022cebbec1a8958f224f0016979183916e6", size = 262257, upload-time = "2025-11-18T13:34:01.166Z" }, + { url = "https://files.pythonhosted.org/packages/2f/33/acbc6e447aee4ceba88c15528dbe04a35fb4d67b59d393d2e0d6f1e242c1/coverage-7.12.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5b3c889c0b8b283a24d721a9eabc8ccafcfc3aebf167e4cd0d0e23bf8ec4e339", size = 264671, upload-time = "2025-11-18T13:34:02.795Z" }, + { url = "https://files.pythonhosted.org/packages/87/ec/e2822a795c1ed44d569980097be839c5e734d4c0c1119ef8e0a073496a30/coverage-7.12.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8bb5b894b3ec09dcd6d3743229dc7f2c42ef7787dc40596ae04c0edda487371e", size = 259231, upload-time = "2025-11-18T13:34:04.397Z" }, + { url = "https://files.pythonhosted.org/packages/72/c5/a7ec5395bb4a49c9b7ad97e63f0c92f6bf4a9e006b1393555a02dae75f16/coverage-7.12.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:79a44421cd5fba96aa57b5e3b5a4d3274c449d4c622e8f76882d76635501fd13", size = 262137, upload-time = "2025-11-18T13:34:06.068Z" }, + { url = "https://files.pythonhosted.org/packages/67/0c/02c08858b764129f4ecb8e316684272972e60777ae986f3865b10940bdd6/coverage-7.12.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:33baadc0efd5c7294f436a632566ccc1f72c867f82833eb59820ee37dc811c6f", size = 259745, upload-time = "2025-11-18T13:34:08.04Z" }, + { url = "https://files.pythonhosted.org/packages/5a/04/4fd32b7084505f3829a8fe45c1a74a7a728cb251aaadbe3bec04abcef06d/coverage-7.12.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:c406a71f544800ef7e9e0000af706b88465f3573ae8b8de37e5f96c59f689ad1", size = 258570, upload-time = "2025-11-18T13:34:09.676Z" }, + { url = "https://files.pythonhosted.org/packages/48/35/2365e37c90df4f5342c4fa202223744119fe31264ee2924f09f074ea9b6d/coverage-7.12.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e71bba6a40883b00c6d571599b4627f50c360b3d0d02bfc658168936be74027b", size = 260899, upload-time = "2025-11-18T13:34:11.259Z" }, + { url = "https://files.pythonhosted.org/packages/05/56/26ab0464ca733fa325e8e71455c58c1c374ce30f7c04cebb88eabb037b18/coverage-7.12.0-cp314-cp314t-win32.whl", hash = "sha256:9157a5e233c40ce6613dead4c131a006adfda70e557b6856b97aceed01b0e27a", size = 221313, upload-time = "2025-11-18T13:34:12.863Z" }, + { url = "https://files.pythonhosted.org/packages/da/1c/017a3e1113ed34d998b27d2c6dba08a9e7cb97d362f0ec988fcd873dcf81/coverage-7.12.0-cp314-cp314t-win_amd64.whl", hash = "sha256:e84da3a0fd233aeec797b981c51af1cabac74f9bd67be42458365b30d11b5291", size = 222423, upload-time = "2025-11-18T13:34:15.14Z" }, + { url = "https://files.pythonhosted.org/packages/4c/36/bcc504fdd5169301b52568802bb1b9cdde2e27a01d39fbb3b4b508ab7c2c/coverage-7.12.0-cp314-cp314t-win_arm64.whl", hash = "sha256:01d24af36fedda51c2b1aca56e4330a3710f83b02a5ff3743a6b015ffa7c9384", size = 220459, upload-time = "2025-11-18T13:34:17.222Z" }, + { url = "https://files.pythonhosted.org/packages/ce/a3/43b749004e3c09452e39bb56347a008f0a0668aad37324a99b5c8ca91d9e/coverage-7.12.0-py3-none-any.whl", hash = "sha256:159d50c0b12e060b15ed3d39f87ed43d4f7f7ad40b8a534f4dd331adbb51104a", size = 209503, upload-time = "2025-11-18T13:34:18.892Z" }, +] + +[[package]] +name = "cramjam" +version = "2.11.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/14/12/34bf6e840a79130dfd0da7badfb6f7810b8fcfd60e75b0539372667b41b6/cramjam-2.11.0.tar.gz", hash = "sha256:5c82500ed91605c2d9781380b378397012e25127e89d64f460fea6aeac4389b4", size = 99100, upload-time = "2025-07-27T21:25:07.559Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/0d/7c84c913a5fae85b773a9dcf8874390f9d68ba0fcc6630efa7ff1541b950/cramjam-2.11.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:dba5c14b8b4f73ea1e65720f5a3fe4280c1d27761238378be8274135c60bbc6e", size = 3553368, upload-time = "2025-07-27T21:22:27.162Z" }, + { url = "https://files.pythonhosted.org/packages/2b/cc/4f6d185d8a744776f53035e72831ff8eefc2354f46ab836f4bd3c4f6c138/cramjam-2.11.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:11eb40722b3fcf3e6890fba46c711bf60f8dc26360a24876c85e52d76c33b25b", size = 1860014, upload-time = "2025-07-27T21:22:28.738Z" }, + { url = "https://files.pythonhosted.org/packages/1c/a8/626c76263085c6d5ded0e71823b411e9522bfc93ba6cc59855a5869296e7/cramjam-2.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:aeb26e2898994b6e8319f19a4d37c481512acdcc6d30e1b5ecc9d8ec57e835cb", size = 1693512, upload-time = "2025-07-27T21:22:30.999Z" }, + { url = "https://files.pythonhosted.org/packages/e9/52/0851a16a62447532e30ba95a80e638926fdea869a34b4b5b9d0a020083ba/cramjam-2.11.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:4f8d82081ed7d8fe52c982bd1f06e4c7631a73fe1fb6d4b3b3f2404f87dc40fe", size = 2025285, upload-time = "2025-07-27T21:22:32.954Z" }, + { url = "https://files.pythonhosted.org/packages/98/76/122e444f59dbc216451d8e3d8282c9665dc79eaf822f5f1470066be1b695/cramjam-2.11.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:092a3ec26e0a679305018380e4f652eae1b6dfe3fc3b154ee76aa6b92221a17c", size = 1761327, upload-time = "2025-07-27T21:22:34.484Z" }, + { url = "https://files.pythonhosted.org/packages/a3/bc/3a0189aef1af2b29632c039c19a7a1b752bc21a4053582a5464183a0ad3d/cramjam-2.11.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:529d6d667c65fd105d10bd83d1cd3f9869f8fd6c66efac9415c1812281196a92", size = 1854075, upload-time = "2025-07-27T21:22:36.157Z" }, + { url = "https://files.pythonhosted.org/packages/2e/80/8a6343b13778ce52d94bb8d5365a30c3aa951276b1857201fe79d7e2ad25/cramjam-2.11.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:555eb9c90c450e0f76e27d9ff064e64a8b8c6478ab1a5594c91b7bc5c82fd9f0", size = 2032710, upload-time = "2025-07-27T21:22:38.17Z" }, + { url = "https://files.pythonhosted.org/packages/df/6b/cd1778a207c29eda10791e3dfa018b588001928086e179fc71254793c625/cramjam-2.11.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5edf4c9e32493035b514cf2ba0c969d81ccb31de63bd05490cc8bfe3b431674e", size = 2068353, upload-time = "2025-07-27T21:22:39.615Z" }, + { url = "https://files.pythonhosted.org/packages/dc/f0/5c2a5cd5711032f3b191ca50cb786c17689b4a9255f9f768866e6c9f04d9/cramjam-2.11.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2fa2fe41f48c4d58d923803383b0737f048918b5a0d10390de9628bb6272b107", size = 1978104, upload-time = "2025-07-27T21:22:41.106Z" }, + { url = "https://files.pythonhosted.org/packages/f9/8b/b363a5fb2c3347504fe9a64f8d0f1e276844f0e532aa7162c061cd1ffee4/cramjam-2.11.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:9ca14cf1cabdb0b77d606db1bb9e9ca593b1dbd421fcaf251ec9a5431ec449f3", size = 2030779, upload-time = "2025-07-27T21:22:42.969Z" }, + { url = "https://files.pythonhosted.org/packages/78/7b/d83dad46adb6c988a74361f81ad9c5c22642be53ad88616a19baedd06243/cramjam-2.11.0-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:309e95bf898829476bccf4fd2c358ec00e7ff73a12f95a3cdeeba4bb1d3683d5", size = 2155297, upload-time = "2025-07-27T21:22:44.6Z" }, + { url = "https://files.pythonhosted.org/packages/1a/be/60d9be4cb33d8740a4aa94c7513f2ef3c4eba4fd13536f086facbafade71/cramjam-2.11.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:86dca35d2f15ef22922411496c220f3c9e315d5512f316fe417461971cc1648d", size = 2169255, upload-time = "2025-07-27T21:22:46.534Z" }, + { url = "https://files.pythonhosted.org/packages/11/b0/4a595f01a243aec8ad272b160b161c44351190c35d98d7787919d962e9e5/cramjam-2.11.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:193c6488bd2f514cbc0bef5c18fad61a5f9c8d059dd56edf773b3b37f0e85496", size = 2155651, upload-time = "2025-07-27T21:22:48.46Z" }, + { url = "https://files.pythonhosted.org/packages/38/47/7776659aaa677046b77f527106e53ddd47373416d8fcdb1e1a881ec5dc06/cramjam-2.11.0-cp312-cp312-win32.whl", hash = "sha256:514e2c008a8b4fa823122ca3ecab896eac41d9aa0f5fc881bd6264486c204e32", size = 1603568, upload-time = "2025-07-27T21:22:50.084Z" }, + { url = "https://files.pythonhosted.org/packages/75/b1/d53002729cfd94c5844ddfaf1233c86d29f2dbfc1b764a6562c41c044199/cramjam-2.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:53fed080476d5f6ad7505883ec5d1ec28ba36c2273db3b3e92d7224fe5e463db", size = 1709287, upload-time = "2025-07-27T21:22:51.534Z" }, + { url = "https://files.pythonhosted.org/packages/0a/8b/406c5dc0f8e82385519d8c299c40fd6a56d97eca3fcd6f5da8dad48de75b/cramjam-2.11.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:2c289729cc1c04e88bafa48b51082fb462b0a57dbc96494eab2be9b14dca62af", size = 3553330, upload-time = "2025-07-27T21:22:53.124Z" }, + { url = "https://files.pythonhosted.org/packages/00/ad/4186884083d6e4125b285903e17841827ab0d6d0cffc86216d27ed91e91d/cramjam-2.11.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:045201ee17147e36cf43d8ae2fa4b4836944ac672df5874579b81cf6d40f1a1f", size = 1859756, upload-time = "2025-07-27T21:22:54.821Z" }, + { url = "https://files.pythonhosted.org/packages/54/01/91b485cf76a7efef638151e8a7d35784dae2c4ff221b1aec2c083e4b106d/cramjam-2.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:619cd195d74c9e1d2a3ad78d63451d35379c84bd851aec552811e30842e1c67a", size = 1693609, upload-time = "2025-07-27T21:22:56.331Z" }, + { url = "https://files.pythonhosted.org/packages/cd/84/d0c80d279b2976870fc7d10f15dcb90a3c10c06566c6964b37c152694974/cramjam-2.11.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6eb3ae5ab72edb2ed68bdc0f5710f0a6cad7fd778a610ec2c31ee15e32d3921e", size = 2024912, upload-time = "2025-07-27T21:22:57.915Z" }, + { url = "https://files.pythonhosted.org/packages/d6/70/88f2a5cb904281ed5d3c111b8f7d5366639817a5470f059bcd26833fc870/cramjam-2.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df7da3f4b19e3078f9635f132d31b0a8196accb2576e3213ddd7a77f93317c20", size = 1760715, upload-time = "2025-07-27T21:22:59.528Z" }, + { url = "https://files.pythonhosted.org/packages/b2/06/cf5b02081132537d28964fb385fcef9ed9f8a017dd7d8c59d317e53ba50d/cramjam-2.11.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:57286b289cd557ac76c24479d8ecfb6c3d5b854cce54ccc7671f9a2f5e2a2708", size = 1853782, upload-time = "2025-07-27T21:23:01.07Z" }, + { url = "https://files.pythonhosted.org/packages/57/27/63525087ed40a53d1867021b9c4858b80cc86274ffe7225deed067d88d92/cramjam-2.11.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:28952fbbf8b32c0cb7fa4be9bcccfca734bf0d0989f4b509dc7f2f70ba79ae06", size = 2032354, upload-time = "2025-07-27T21:23:03.021Z" }, + { url = "https://files.pythonhosted.org/packages/c3/ef/dbba082c6ebfb6410da4dd39a64e654d7194fcfd4567f85991a83fa4ec32/cramjam-2.11.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:78ed2e4099812a438b545dfbca1928ec825e743cd253bc820372d6ef8c3adff4", size = 2068007, upload-time = "2025-07-27T21:23:04.526Z" }, + { url = "https://files.pythonhosted.org/packages/35/ce/d902b9358a46a086938feae83b2251720e030f06e46006f4c1fc0ac9da20/cramjam-2.11.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d9aecd5c3845d415bd6c9957c93de8d93097e269137c2ecb0e5a5256374bdc8", size = 1977485, upload-time = "2025-07-27T21:23:06.058Z" }, + { url = "https://files.pythonhosted.org/packages/e8/03/982f54553244b0afcbdb2ad2065d460f0ab05a72a96896a969a1ca136a1e/cramjam-2.11.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:362fcf4d6f5e1242a4540812455f5a594949190f6fbc04f2ffbfd7ae0266d788", size = 2030447, upload-time = "2025-07-27T21:23:07.679Z" }, + { url = "https://files.pythonhosted.org/packages/74/5f/748e54cdb665ec098ec519e23caacc65fc5ae58718183b071e33fc1c45b4/cramjam-2.11.0-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:13240b3dea41b1174456cb9426843b085dc1a2bdcecd9ee2d8f65ac5703374b0", size = 2154949, upload-time = "2025-07-27T21:23:09.366Z" }, + { url = "https://files.pythonhosted.org/packages/69/81/c4e6cb06ed69db0dc81f9a8b1dc74995ebd4351e7a1877143f7031ff2700/cramjam-2.11.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:c54eed83726269594b9086d827decc7d2015696e31b99bf9b69b12d9063584fe", size = 2168925, upload-time = "2025-07-27T21:23:10.976Z" }, + { url = "https://files.pythonhosted.org/packages/13/5b/966365523ce8290a08e163e3b489626c5adacdff2b3da9da1b0823dfb14e/cramjam-2.11.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:f8195006fdd0fc0a85b19df3d64a3ef8a240e483ae1dfc7ac6a4316019eb5df2", size = 2154950, upload-time = "2025-07-27T21:23:12.514Z" }, + { url = "https://files.pythonhosted.org/packages/3a/7d/7f8eb5c534b72b32c6eb79d74585bfee44a9a5647a14040bb65c31c2572d/cramjam-2.11.0-cp313-cp313-win32.whl", hash = "sha256:ccf30e3fe6d770a803dcdf3bb863fa44ba5dc2664d4610ba2746a3c73599f2e4", size = 1603199, upload-time = "2025-07-27T21:23:14.38Z" }, + { url = "https://files.pythonhosted.org/packages/37/05/47b5e0bf7c41a3b1cdd3b7c2147f880c93226a6bef1f5d85183040cbdece/cramjam-2.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:ee36348a204f0a68b03400f4736224e9f61d1c6a1582d7f875c1ca56f0254268", size = 1708924, upload-time = "2025-07-27T21:23:16.332Z" }, + { url = "https://files.pythonhosted.org/packages/de/07/a1051cdbbe6d723df16d756b97f09da7c1adb69e29695c58f0392bc12515/cramjam-2.11.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:7ba5e38c9fbd06f086f4a5a64a1a5b7b417cd3f8fc07a20e5c03651f72f36100", size = 3554141, upload-time = "2025-07-27T21:23:17.938Z" }, + { url = "https://files.pythonhosted.org/packages/74/66/58487d2e16ef3d04f51a7c7f0e69823e806744b4c21101e89da4873074bc/cramjam-2.11.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:b8adeee57b41fe08e4520698a4b0bd3cc76dbd81f99424b806d70a5256a391d3", size = 1860353, upload-time = "2025-07-27T21:23:19.593Z" }, + { url = "https://files.pythonhosted.org/packages/67/b4/67f6254d166ffbcc9d5fa1b56876eaa920c32ebc8e9d3d525b27296b693b/cramjam-2.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b96a74fa03a636c8a7d76f700d50e9a8bc17a516d6a72d28711225d641e30968", size = 1693832, upload-time = "2025-07-27T21:23:21.185Z" }, + { url = "https://files.pythonhosted.org/packages/55/a3/4e0b31c0d454ae70c04684ed7c13d3c67b4c31790c278c1e788cb804fa4a/cramjam-2.11.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:c3811a56fa32e00b377ef79121c0193311fd7501f0fb378f254c7f083cc1fbe0", size = 2027080, upload-time = "2025-07-27T21:23:23.303Z" }, + { url = "https://files.pythonhosted.org/packages/d9/c7/5e8eed361d1d3b8be14f38a54852c5370cc0ceb2c2d543b8ba590c34f080/cramjam-2.11.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5d927e87461f8a0d448e4ab5eb2bca9f31ca5d8ea86d70c6f470bb5bc666d7e", size = 1761543, upload-time = "2025-07-27T21:23:24.991Z" }, + { url = "https://files.pythonhosted.org/packages/09/0c/06b7f8b0ce9fde89470505116a01fc0b6cb92d406c4fb1e46f168b5d3fa5/cramjam-2.11.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f1f5c450121430fd89cb5767e0a9728ecc65997768fd4027d069cb0368af62f9", size = 1854636, upload-time = "2025-07-27T21:23:26.987Z" }, + { url = "https://files.pythonhosted.org/packages/6f/c6/6ebc02c9d5acdf4e5f2b1ec6e1252bd5feee25762246798ae823b3347457/cramjam-2.11.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:724aa7490be50235d97f07e2ca10067927c5d7f336b786ddbc868470e822aa25", size = 2032715, upload-time = "2025-07-27T21:23:28.603Z" }, + { url = "https://files.pythonhosted.org/packages/a2/77/a122971c23f5ca4b53e4322c647ac7554626c95978f92d19419315dddd05/cramjam-2.11.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:54c4637122e7cfd7aac5c1d3d4c02364f446d6923ea34cf9d0e8816d6e7a4936", size = 2069039, upload-time = "2025-07-27T21:23:30.319Z" }, + { url = "https://files.pythonhosted.org/packages/19/0f/f6121b90b86b9093c066889274d26a1de3f29969d45c2ed1ecbe2033cb78/cramjam-2.11.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:17eb39b1696179fb471eea2de958fa21f40a2cd8bf6b40d428312d5541e19dc4", size = 1979566, upload-time = "2025-07-27T21:23:32.002Z" }, + { url = "https://files.pythonhosted.org/packages/e0/a3/f95bc57fd7f4166ce6da816cfa917fb7df4bb80e669eb459d85586498414/cramjam-2.11.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:36aa5a798aa34e11813a80425a30d8e052d8de4a28f27bfc0368cfc454d1b403", size = 2030905, upload-time = "2025-07-27T21:23:33.696Z" }, + { url = "https://files.pythonhosted.org/packages/fc/52/e429de4e8bc86ee65e090dae0f87f45abd271742c63fb2d03c522ffde28a/cramjam-2.11.0-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:449fca52774dc0199545fbf11f5128933e5a6833946707885cf7be8018017839", size = 2155592, upload-time = "2025-07-27T21:23:35.375Z" }, + { url = "https://files.pythonhosted.org/packages/6c/6c/65a7a0207787ad39ad804af4da7f06a60149de19481d73d270b540657234/cramjam-2.11.0-cp314-cp314-musllinux_1_1_i686.whl", hash = "sha256:d87d37b3d476f4f7623c56a232045d25bd9b988314702ea01bd9b4a94948a778", size = 2170839, upload-time = "2025-07-27T21:23:37.197Z" }, + { url = "https://files.pythonhosted.org/packages/b2/c5/5c5db505ba692bc844246b066e23901d5905a32baf2f33719c620e65887f/cramjam-2.11.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:26cb45c47d71982d76282e303931c6dd4baee1753e5d48f9a89b3a63e690b3a3", size = 2157236, upload-time = "2025-07-27T21:23:38.854Z" }, + { url = "https://files.pythonhosted.org/packages/b0/22/88e6693e60afe98901e5bbe91b8dea193e3aa7f42e2770f9c3339f5c1065/cramjam-2.11.0-cp314-cp314-win32.whl", hash = "sha256:4efe919d443c2fd112fe25fe636a52f9628250c9a50d9bddb0488d8a6c09acc6", size = 1604136, upload-time = "2025-07-27T21:23:40.56Z" }, + { url = "https://files.pythonhosted.org/packages/cc/f8/01618801cd59ccedcc99f0f96d20be67d8cfc3497da9ccaaad6b481781dd/cramjam-2.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:ccec3524ea41b9abd5600e3e27001fd774199dbb4f7b9cb248fcee37d4bda84c", size = 1710272, upload-time = "2025-07-27T21:23:42.236Z" }, + { url = "https://files.pythonhosted.org/packages/40/81/6cdb3ed222d13ae86bda77aafe8d50566e81a1169d49ed195b6263610704/cramjam-2.11.0-cp314-cp314t-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:966ac9358b23d21ecd895c418c048e806fd254e46d09b1ff0cdad2eba195ea3e", size = 3559671, upload-time = "2025-07-27T21:23:44.504Z" }, + { url = "https://files.pythonhosted.org/packages/cb/43/52b7e54fe5ba1ef0270d9fdc43dabd7971f70ea2d7179be918c997820247/cramjam-2.11.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:387f09d647a0d38dcb4539f8a14281f8eb6bb1d3e023471eb18a5974b2121c86", size = 1867876, upload-time = "2025-07-27T21:23:46.987Z" }, + { url = "https://files.pythonhosted.org/packages/9d/28/30d5b8d10acd30db3193bc562a313bff722888eaa45cfe32aa09389f2b24/cramjam-2.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:665b0d8fbbb1a7f300265b43926457ec78385200133e41fef19d85790fc1e800", size = 1695562, upload-time = "2025-07-27T21:23:48.644Z" }, + { url = "https://files.pythonhosted.org/packages/d9/86/ec806f986e01b896a650655024ea52a13e25c3ac8a3a382f493089483cdc/cramjam-2.11.0-cp314-cp314t-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:ca905387c7a371531b9622d93471be4d745ef715f2890c3702479cd4fc85aa51", size = 2025056, upload-time = "2025-07-27T21:23:50.404Z" }, + { url = "https://files.pythonhosted.org/packages/09/43/c2c17586b90848d29d63181f7d14b8bd3a7d00975ad46e3edf2af8af7e1f/cramjam-2.11.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c1aa56aef2c8af55a21ed39040a94a12b53fb23beea290f94d19a76027e2ffb", size = 1764084, upload-time = "2025-07-27T21:23:52.265Z" }, + { url = "https://files.pythonhosted.org/packages/2b/a9/68bc334fadb434a61df10071dc8606702aa4f5b6cdb2df62474fc21d2845/cramjam-2.11.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e5db59c1cdfaa2ab85cc988e602d6919495f735ca8a5fd7603608eb1e23c26d5", size = 1854859, upload-time = "2025-07-27T21:23:54.085Z" }, + { url = "https://files.pythonhosted.org/packages/5b/4e/b48e67835b5811ec5e9cb2e2bcba9c3fd76dab3e732569fe801b542c6ca9/cramjam-2.11.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b1f893014f00fe5e89a660a032e813bf9f6d91de74cd1490cdb13b2b59d0c9a3", size = 2035970, upload-time = "2025-07-27T21:23:55.758Z" }, + { url = "https://files.pythonhosted.org/packages/c4/70/d2ac33d572b4d90f7f0f2c8a1d60fb48f06b128fdc2c05f9b49891bb0279/cramjam-2.11.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c26a1eb487947010f5de24943bd7c422dad955b2b0f8650762539778c380ca89", size = 2069320, upload-time = "2025-07-27T21:23:57.494Z" }, + { url = "https://files.pythonhosted.org/packages/1d/4c/85cec77af4a74308ba5fca8e296c4e2f80ec465c537afc7ab1e0ca2f9a00/cramjam-2.11.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d5c8bfb438d94e7b892d1426da5fc4b4a5370cc360df9b8d9d77c33b896c37e", size = 1982668, upload-time = "2025-07-27T21:23:59.126Z" }, + { url = "https://files.pythonhosted.org/packages/55/45/938546d1629e008cc3138df7c424ef892719b1796ff408a2ab8550032e5e/cramjam-2.11.0-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:cb1fb8c9337ab0da25a01c05d69a0463209c347f16512ac43be5986f3d1ebaf4", size = 2034028, upload-time = "2025-07-27T21:24:00.865Z" }, + { url = "https://files.pythonhosted.org/packages/01/76/b5a53e20505555f1640e66dcf70394bcf51a1a3a072aa18ea35135a0f9ed/cramjam-2.11.0-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:1f6449f6de52dde3e2f1038284910c8765a397a25e2d05083870f3f5e7fc682c", size = 2155513, upload-time = "2025-07-27T21:24:02.92Z" }, + { url = "https://files.pythonhosted.org/packages/84/12/8d3f6ceefae81bbe45a347fdfa2219d9f3ac75ebc304f92cd5fcb4fbddc5/cramjam-2.11.0-cp314-cp314t-musllinux_1_1_i686.whl", hash = "sha256:382dec4f996be48ed9c6958d4e30c2b89435d7c2c4dbf32480b3b8886293dd65", size = 2170035, upload-time = "2025-07-27T21:24:04.558Z" }, + { url = "https://files.pythonhosted.org/packages/4b/85/3be6f0a1398f976070672be64f61895f8839857618a2d8cc0d3ab529d3dc/cramjam-2.11.0-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:d388bd5723732c3afe1dd1d181e4213cc4e1be210b080572e7d5749f6e955656", size = 2160229, upload-time = "2025-07-27T21:24:06.729Z" }, + { url = "https://files.pythonhosted.org/packages/57/5e/66cfc3635511b20014bbb3f2ecf0095efb3049e9e96a4a9e478e4f3d7b78/cramjam-2.11.0-cp314-cp314t-win32.whl", hash = "sha256:0a70ff17f8e1d13f322df616505550f0f4c39eda62290acb56f069d4857037c8", size = 1610267, upload-time = "2025-07-27T21:24:08.428Z" }, + { url = "https://files.pythonhosted.org/packages/ce/c6/c71e82e041c95ffe6a92ac707785500aa2a515a4339c2c7dd67e3c449249/cramjam-2.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:028400d699442d40dbda02f74158c73d05cb76587a12490d0bfedd958fd49188", size = 1713108, upload-time = "2025-07-27T21:24:10.147Z" }, +] + +[[package]] +name = "cryptography" +version = "45.0.7" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.14'", +] +dependencies = [ + { name = "cffi", marker = "python_full_version >= '3.14' and platform_python_implementation != 'PyPy'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a7/35/c495bffc2056f2dadb32434f1feedd79abde2a7f8363e1974afa9c33c7e2/cryptography-45.0.7.tar.gz", hash = "sha256:4b1654dfc64ea479c242508eb8c724044f1e964a47d1d1cacc5132292d851971", size = 744980, upload-time = "2025-09-01T11:15:03.146Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0c/91/925c0ac74362172ae4516000fe877912e33b5983df735ff290c653de4913/cryptography-45.0.7-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3be4f21c6245930688bd9e162829480de027f8bf962ede33d4f8ba7d67a00cee", size = 7041105, upload-time = "2025-09-01T11:13:59.684Z" }, + { url = "https://files.pythonhosted.org/packages/fc/63/43641c5acce3a6105cf8bd5baeceeb1846bb63067d26dae3e5db59f1513a/cryptography-45.0.7-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:67285f8a611b0ebc0857ced2081e30302909f571a46bfa7a3cc0ad303fe015c6", size = 4205799, upload-time = "2025-09-01T11:14:02.517Z" }, + { url = "https://files.pythonhosted.org/packages/bc/29/c238dd9107f10bfde09a4d1c52fd38828b1aa353ced11f358b5dd2507d24/cryptography-45.0.7-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:577470e39e60a6cd7780793202e63536026d9b8641de011ed9d8174da9ca5339", size = 4430504, upload-time = "2025-09-01T11:14:04.522Z" }, + { url = "https://files.pythonhosted.org/packages/62/62/24203e7cbcc9bd7c94739428cd30680b18ae6b18377ae66075c8e4771b1b/cryptography-45.0.7-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4bd3e5c4b9682bc112d634f2c6ccc6736ed3635fc3319ac2bb11d768cc5a00d8", size = 4209542, upload-time = "2025-09-01T11:14:06.309Z" }, + { url = "https://files.pythonhosted.org/packages/cd/e3/e7de4771a08620eef2389b86cd87a2c50326827dea5528feb70595439ce4/cryptography-45.0.7-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:465ccac9d70115cd4de7186e60cfe989de73f7bb23e8a7aa45af18f7412e75bf", size = 3889244, upload-time = "2025-09-01T11:14:08.152Z" }, + { url = "https://files.pythonhosted.org/packages/96/b8/bca71059e79a0bb2f8e4ec61d9c205fbe97876318566cde3b5092529faa9/cryptography-45.0.7-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:16ede8a4f7929b4b7ff3642eba2bf79aa1d71f24ab6ee443935c0d269b6bc513", size = 4461975, upload-time = "2025-09-01T11:14:09.755Z" }, + { url = "https://files.pythonhosted.org/packages/58/67/3f5b26937fe1218c40e95ef4ff8d23c8dc05aa950d54200cc7ea5fb58d28/cryptography-45.0.7-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:8978132287a9d3ad6b54fcd1e08548033cc09dc6aacacb6c004c73c3eb5d3ac3", size = 4209082, upload-time = "2025-09-01T11:14:11.229Z" }, + { url = "https://files.pythonhosted.org/packages/0e/e4/b3e68a4ac363406a56cf7b741eeb80d05284d8c60ee1a55cdc7587e2a553/cryptography-45.0.7-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b6a0e535baec27b528cb07a119f321ac024592388c5681a5ced167ae98e9fff3", size = 4460397, upload-time = "2025-09-01T11:14:12.924Z" }, + { url = "https://files.pythonhosted.org/packages/22/49/2c93f3cd4e3efc8cb22b02678c1fad691cff9dd71bb889e030d100acbfe0/cryptography-45.0.7-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:a24ee598d10befaec178efdff6054bc4d7e883f615bfbcd08126a0f4931c83a6", size = 4337244, upload-time = "2025-09-01T11:14:14.431Z" }, + { url = "https://files.pythonhosted.org/packages/04/19/030f400de0bccccc09aa262706d90f2ec23d56bc4eb4f4e8268d0ddf3fb8/cryptography-45.0.7-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:fa26fa54c0a9384c27fcdc905a2fb7d60ac6e47d14bc2692145f2b3b1e2cfdbd", size = 4568862, upload-time = "2025-09-01T11:14:16.185Z" }, + { url = "https://files.pythonhosted.org/packages/29/56/3034a3a353efa65116fa20eb3c990a8c9f0d3db4085429040a7eef9ada5f/cryptography-45.0.7-cp311-abi3-win32.whl", hash = "sha256:bef32a5e327bd8e5af915d3416ffefdbe65ed975b646b3805be81b23580b57b8", size = 2936578, upload-time = "2025-09-01T11:14:17.638Z" }, + { url = "https://files.pythonhosted.org/packages/b3/61/0ab90f421c6194705a99d0fa9f6ee2045d916e4455fdbb095a9c2c9a520f/cryptography-45.0.7-cp311-abi3-win_amd64.whl", hash = "sha256:3808e6b2e5f0b46d981c24d79648e5c25c35e59902ea4391a0dcb3e667bf7443", size = 3405400, upload-time = "2025-09-01T11:14:18.958Z" }, + { url = "https://files.pythonhosted.org/packages/63/e8/c436233ddf19c5f15b25ace33979a9dd2e7aa1a59209a0ee8554179f1cc0/cryptography-45.0.7-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bfb4c801f65dd61cedfc61a83732327fafbac55a47282e6f26f073ca7a41c3b2", size = 7021824, upload-time = "2025-09-01T11:14:20.954Z" }, + { url = "https://files.pythonhosted.org/packages/bc/4c/8f57f2500d0ccd2675c5d0cc462095adf3faa8c52294ba085c036befb901/cryptography-45.0.7-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:81823935e2f8d476707e85a78a405953a03ef7b7b4f55f93f7c2d9680e5e0691", size = 4202233, upload-time = "2025-09-01T11:14:22.454Z" }, + { url = "https://files.pythonhosted.org/packages/eb/ac/59b7790b4ccaed739fc44775ce4645c9b8ce54cbec53edf16c74fd80cb2b/cryptography-45.0.7-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3994c809c17fc570c2af12c9b840d7cea85a9fd3e5c0e0491f4fa3c029216d59", size = 4423075, upload-time = "2025-09-01T11:14:24.287Z" }, + { url = "https://files.pythonhosted.org/packages/b8/56/d4f07ea21434bf891faa088a6ac15d6d98093a66e75e30ad08e88aa2b9ba/cryptography-45.0.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:dad43797959a74103cb59c5dac71409f9c27d34c8a05921341fb64ea8ccb1dd4", size = 4204517, upload-time = "2025-09-01T11:14:25.679Z" }, + { url = "https://files.pythonhosted.org/packages/e8/ac/924a723299848b4c741c1059752c7cfe09473b6fd77d2920398fc26bfb53/cryptography-45.0.7-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ce7a453385e4c4693985b4a4a3533e041558851eae061a58a5405363b098fcd3", size = 3882893, upload-time = "2025-09-01T11:14:27.1Z" }, + { url = "https://files.pythonhosted.org/packages/83/dc/4dab2ff0a871cc2d81d3ae6d780991c0192b259c35e4d83fe1de18b20c70/cryptography-45.0.7-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:b04f85ac3a90c227b6e5890acb0edbaf3140938dbecf07bff618bf3638578cf1", size = 4450132, upload-time = "2025-09-01T11:14:28.58Z" }, + { url = "https://files.pythonhosted.org/packages/12/dd/b2882b65db8fc944585d7fb00d67cf84a9cef4e77d9ba8f69082e911d0de/cryptography-45.0.7-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:48c41a44ef8b8c2e80ca4527ee81daa4c527df3ecbc9423c41a420a9559d0e27", size = 4204086, upload-time = "2025-09-01T11:14:30.572Z" }, + { url = "https://files.pythonhosted.org/packages/5d/fa/1d5745d878048699b8eb87c984d4ccc5da4f5008dfd3ad7a94040caca23a/cryptography-45.0.7-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:f3df7b3d0f91b88b2106031fd995802a2e9ae13e02c36c1fc075b43f420f3a17", size = 4449383, upload-time = "2025-09-01T11:14:32.046Z" }, + { url = "https://files.pythonhosted.org/packages/36/8b/fc61f87931bc030598e1876c45b936867bb72777eac693e905ab89832670/cryptography-45.0.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:dd342f085542f6eb894ca00ef70236ea46070c8a13824c6bde0dfdcd36065b9b", size = 4332186, upload-time = "2025-09-01T11:14:33.95Z" }, + { url = "https://files.pythonhosted.org/packages/0b/11/09700ddad7443ccb11d674efdbe9a832b4455dc1f16566d9bd3834922ce5/cryptography-45.0.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1993a1bb7e4eccfb922b6cd414f072e08ff5816702a0bdb8941c247a6b1b287c", size = 4561639, upload-time = "2025-09-01T11:14:35.343Z" }, + { url = "https://files.pythonhosted.org/packages/71/ed/8f4c1337e9d3b94d8e50ae0b08ad0304a5709d483bfcadfcc77a23dbcb52/cryptography-45.0.7-cp37-abi3-win32.whl", hash = "sha256:18fcf70f243fe07252dcb1b268a687f2358025ce32f9f88028ca5c364b123ef5", size = 2926552, upload-time = "2025-09-01T11:14:36.929Z" }, + { url = "https://files.pythonhosted.org/packages/bc/ff/026513ecad58dacd45d1d24ebe52b852165a26e287177de1d545325c0c25/cryptography-45.0.7-cp37-abi3-win_amd64.whl", hash = "sha256:7285a89df4900ed3bfaad5679b1e668cb4b38a8de1ccbfc84b05f34512da0a90", size = 3392742, upload-time = "2025-09-01T11:14:38.368Z" }, +] + +[[package]] +name = "cryptography" +version = "46.0.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.14'", +] +dependencies = [ + { name = "cffi", marker = "python_full_version < '3.14' and platform_python_implementation != 'PyPy'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/80/ee/04cd4314db26ffc951c1ea90bde30dd226880ab9343759d7abbecef377ee/cryptography-46.0.0.tar.gz", hash = "sha256:99f64a6d15f19f3afd78720ad2978f6d8d4c68cd4eb600fab82ab1a7c2071dca", size = 749158, upload-time = "2025-09-16T21:07:49.091Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/bd/3e935ca6e87dc4969683f5dd9e49adaf2cb5734253d93317b6b346e0bd33/cryptography-46.0.0-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:c9c4121f9a41cc3d02164541d986f59be31548ad355a5c96ac50703003c50fb7", size = 7285468, upload-time = "2025-09-16T21:05:52.026Z" }, + { url = "https://files.pythonhosted.org/packages/c7/ee/dd17f412ce64b347871d7752657c5084940d42af4d9c25b1b91c7ee53362/cryptography-46.0.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:4f70cbade61a16f5e238c4b0eb4e258d177a2fcb59aa0aae1236594f7b0ae338", size = 4308218, upload-time = "2025-09-16T21:05:55.653Z" }, + { url = "https://files.pythonhosted.org/packages/2f/53/f0b865a971e4e8b3e90e648b6f828950dea4c221bb699421e82ef45f0ef9/cryptography-46.0.0-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d1eccae15d5c28c74b2bea228775c63ac5b6c36eedb574e002440c0bc28750d3", size = 4571982, upload-time = "2025-09-16T21:05:57.322Z" }, + { url = "https://files.pythonhosted.org/packages/d4/c8/035be5fd63a98284fd74df9e04156f9fed7aa45cef41feceb0d06cbdadd0/cryptography-46.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1b4fba84166d906a22027f0d958e42f3a4dbbb19c28ea71f0fb7812380b04e3c", size = 4307996, upload-time = "2025-09-16T21:05:59.043Z" }, + { url = "https://files.pythonhosted.org/packages/aa/4a/dbb6d7d0a48b95984e2d4caf0a4c7d6606cea5d30241d984c0c02b47f1b6/cryptography-46.0.0-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:523153480d7575a169933f083eb47b1edd5fef45d87b026737de74ffeb300f69", size = 4015692, upload-time = "2025-09-16T21:06:01.324Z" }, + { url = "https://files.pythonhosted.org/packages/65/48/aafcffdde716f6061864e56a0a5908f08dcb8523dab436228957c8ebd5df/cryptography-46.0.0-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:f09a3a108223e319168b7557810596631a8cb864657b0c16ed7a6017f0be9433", size = 4982192, upload-time = "2025-09-16T21:06:03.367Z" }, + { url = "https://files.pythonhosted.org/packages/4c/ab/1e73cfc181afc3054a09e5e8f7753a8fba254592ff50b735d7456d197353/cryptography-46.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:c1f6ccd6f2eef3b2eb52837f0463e853501e45a916b3fc42e5d93cf244a4b97b", size = 4603944, upload-time = "2025-09-16T21:06:05.29Z" }, + { url = "https://files.pythonhosted.org/packages/3a/02/d71dac90b77c606c90c366571edf264dc8bd37cf836e7f902253cbf5aa77/cryptography-46.0.0-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:80a548a5862d6912a45557a101092cd6c64ae1475b82cef50ee305d14a75f598", size = 4308149, upload-time = "2025-09-16T21:06:07.006Z" }, + { url = "https://files.pythonhosted.org/packages/29/e6/4dcb67fdc6addf4e319a99c4bed25776cb691f3aa6e0c4646474748816c6/cryptography-46.0.0-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:6c39fd5cd9b7526afa69d64b5e5645a06e1b904f342584b3885254400b63f1b3", size = 4947449, upload-time = "2025-09-16T21:06:11.244Z" }, + { url = "https://files.pythonhosted.org/packages/26/04/91e3fad8ee33aa87815c8f25563f176a58da676c2b14757a4d3b19f0253c/cryptography-46.0.0-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:d5c0cbb2fb522f7e39b59a5482a1c9c5923b7c506cfe96a1b8e7368c31617ac0", size = 4603549, upload-time = "2025-09-16T21:06:13.268Z" }, + { url = "https://files.pythonhosted.org/packages/9c/6e/caf4efadcc8f593cbaacfbb04778f78b6d0dac287b45cec25e5054de38b7/cryptography-46.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6d8945bc120dcd90ae39aa841afddaeafc5f2e832809dc54fb906e3db829dfdc", size = 4435976, upload-time = "2025-09-16T21:06:16.514Z" }, + { url = "https://files.pythonhosted.org/packages/c1/c0/704710f349db25c5b91965c3662d5a758011b2511408d9451126429b6cd6/cryptography-46.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:88c09da8a94ac27798f6b62de6968ac78bb94805b5d272dbcfd5fdc8c566999f", size = 4709447, upload-time = "2025-09-16T21:06:19.246Z" }, + { url = "https://files.pythonhosted.org/packages/91/5e/ff63bfd27b75adaf75cc2398de28a0b08105f9d7f8193f3b9b071e38e8b9/cryptography-46.0.0-cp311-abi3-win32.whl", hash = "sha256:3738f50215211cee1974193a1809348d33893696ce119968932ea117bcbc9b1d", size = 3058317, upload-time = "2025-09-16T21:06:21.466Z" }, + { url = "https://files.pythonhosted.org/packages/46/47/4caf35014c4551dd0b43aa6c2e250161f7ffcb9c3918c9e075785047d5d2/cryptography-46.0.0-cp311-abi3-win_amd64.whl", hash = "sha256:bbaa5eef3c19c66613317dc61e211b48d5f550db009c45e1c28b59d5a9b7812a", size = 3523891, upload-time = "2025-09-16T21:06:23.856Z" }, + { url = "https://files.pythonhosted.org/packages/98/66/6a0cafb3084a854acf808fccf756cbc9b835d1b99fb82c4a15e2e2ffb404/cryptography-46.0.0-cp311-abi3-win_arm64.whl", hash = "sha256:16b5ac72a965ec9d1e34d9417dbce235d45fa04dac28634384e3ce40dfc66495", size = 2932145, upload-time = "2025-09-16T21:06:25.842Z" }, + { url = "https://files.pythonhosted.org/packages/f2/5f/0cf967a1dc1419d5dde111bd0e22872038199f4e4655539ea6f4da5ad7f1/cryptography-46.0.0-cp314-abi3-macosx_10_9_universal2.whl", hash = "sha256:91585fc9e696abd7b3e48a463a20dda1a5c0eeeca4ba60fa4205a79527694390", size = 7203952, upload-time = "2025-09-16T21:06:28.21Z" }, + { url = "https://files.pythonhosted.org/packages/9c/9e/d20925af5f0484c5049cf7254c91b79776a9b555af04493de6bdd419b495/cryptography-46.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:65e9117ebed5b16b28154ed36b164c20021f3a480e9cbb4b4a2a59b95e74c25d", size = 4293519, upload-time = "2025-09-16T21:06:30.143Z" }, + { url = "https://files.pythonhosted.org/packages/5f/b9/07aec6b183ef0054b5f826ae43f0b4db34c50b56aff18f67babdcc2642a3/cryptography-46.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:da7f93551d39d462263b6b5c9056c49f780b9200bf9fc2656d7c88c7bdb9b363", size = 4545583, upload-time = "2025-09-16T21:06:31.914Z" }, + { url = "https://files.pythonhosted.org/packages/39/4a/7d25158be8c607e2b9ebda49be762404d675b47df335d0d2a3b979d80213/cryptography-46.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:be7479f9504bfb46628544ec7cb4637fe6af8b70445d4455fbb9c395ad9b7290", size = 4299196, upload-time = "2025-09-16T21:06:33.724Z" }, + { url = "https://files.pythonhosted.org/packages/15/3f/65c8753c0dbebe769cc9f9d87d52bce8b74e850ef2818c59bfc7e4248663/cryptography-46.0.0-cp314-cp314t-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f85e6a7d42ad60024fa1347b1d4ef82c4df517a4deb7f829d301f1a92ded038c", size = 3994419, upload-time = "2025-09-16T21:06:35.877Z" }, + { url = "https://files.pythonhosted.org/packages/d5/b4/69a271873cfc333a236443c94aa07e0233bc36b384e182da2263703b5759/cryptography-46.0.0-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:d349af4d76a93562f1dce4d983a4a34d01cb22b48635b0d2a0b8372cdb4a8136", size = 4960228, upload-time = "2025-09-16T21:06:38.182Z" }, + { url = "https://files.pythonhosted.org/packages/af/e0/ab62ee938b8d17bd1025cff569803cfc1c62dfdf89ffc78df6e092bff35f/cryptography-46.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:35aa1a44bd3e0efc3ef09cf924b3a0e2a57eda84074556f4506af2d294076685", size = 4577257, upload-time = "2025-09-16T21:06:39.998Z" }, + { url = "https://files.pythonhosted.org/packages/49/67/09a581c21da7189676678edd2bd37b64888c88c2d2727f2c3e0350194fba/cryptography-46.0.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:c457ad3f151d5fb380be99425b286167b358f76d97ad18b188b68097193ed95a", size = 4299023, upload-time = "2025-09-16T21:06:42.182Z" }, + { url = "https://files.pythonhosted.org/packages/af/28/2cb6d3d0d2c8ce8be4f19f4d83956c845c760a9e6dfe5b476cebed4f4f00/cryptography-46.0.0-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:399ef4c9be67f3902e5ca1d80e64b04498f8b56c19e1bc8d0825050ea5290410", size = 4925802, upload-time = "2025-09-16T21:06:44.31Z" }, + { url = "https://files.pythonhosted.org/packages/88/0b/1f31b6658c1dfa04e82b88de2d160e0e849ffb94353b1526dfb3a225a100/cryptography-46.0.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:378eff89b040cbce6169528f130ee75dceeb97eef396a801daec03b696434f06", size = 4577107, upload-time = "2025-09-16T21:06:46.324Z" }, + { url = "https://files.pythonhosted.org/packages/c2/af/507de3a1d4ded3068ddef188475d241bfc66563d99161585c8f2809fee01/cryptography-46.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c3648d6a5878fd1c9a22b1d43fa75efc069d5f54de12df95c638ae7ba88701d0", size = 4422506, upload-time = "2025-09-16T21:06:47.963Z" }, + { url = "https://files.pythonhosted.org/packages/47/aa/08e514756504d92334cabfe7fe792d10d977f2294ef126b2056b436450eb/cryptography-46.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2fc30be952dd4334801d345d134c9ef0e9ccbaa8c3e1bc18925cbc4247b3e29c", size = 4684081, upload-time = "2025-09-16T21:06:49.667Z" }, + { url = "https://files.pythonhosted.org/packages/d0/ef/ffde6e334fbd4ace04a6d9ced4c5fe1ca9e6ded4ee21b077a6889b452a89/cryptography-46.0.0-cp314-cp314t-win32.whl", hash = "sha256:b8e7db4ce0b7297e88f3d02e6ee9a39382e0efaf1e8974ad353120a2b5a57ef7", size = 3029735, upload-time = "2025-09-16T21:06:51.301Z" }, + { url = "https://files.pythonhosted.org/packages/4a/78/a41aee8bc5659390806196b0ed4d388211d3b38172827e610a82a7cd7546/cryptography-46.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:40ee4ce3c34acaa5bc347615ec452c74ae8ff7db973a98c97c62293120f668c6", size = 3502172, upload-time = "2025-09-16T21:06:53.328Z" }, + { url = "https://files.pythonhosted.org/packages/f0/2b/7e7427c258fdeae867d236cc9cad0c5c56735bc4d2f4adf035933ab4c15f/cryptography-46.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:07a1be54f995ce14740bf8bbe1cc35f7a37760f992f73cf9f98a2a60b9b97419", size = 2912344, upload-time = "2025-09-16T21:06:56.808Z" }, + { url = "https://files.pythonhosted.org/packages/53/06/80e7256a4677c2e9eb762638e8200a51f6dd56d2e3de3e34d0a83c2f5f80/cryptography-46.0.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:1d2073313324226fd846e6b5fc340ed02d43fd7478f584741bd6b791c33c9fee", size = 7257206, upload-time = "2025-09-16T21:06:59.295Z" }, + { url = "https://files.pythonhosted.org/packages/3d/b8/a5ed987f5c11b242713076121dddfff999d81fb492149c006a579d0e4099/cryptography-46.0.0-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:83af84ebe7b6e9b6de05050c79f8cc0173c864ce747b53abce6a11e940efdc0d", size = 4301182, upload-time = "2025-09-16T21:07:01.624Z" }, + { url = "https://files.pythonhosted.org/packages/da/94/f1c1f30110c05fa5247bf460b17acfd52fa3f5c77e94ba19cff8957dc5e6/cryptography-46.0.0-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c3cd09b1490c1509bf3892bde9cef729795fae4a2fee0621f19be3321beca7e4", size = 4562561, upload-time = "2025-09-16T21:07:03.386Z" }, + { url = "https://files.pythonhosted.org/packages/5d/54/8decbf2f707350bedcd525833d3a0cc0203d8b080d926ad75d5c4de701ba/cryptography-46.0.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d14eaf1569d6252280516bedaffdd65267428cdbc3a8c2d6de63753cf0863d5e", size = 4301974, upload-time = "2025-09-16T21:07:04.962Z" }, + { url = "https://files.pythonhosted.org/packages/82/63/c34a2f3516c6b05801f129616a5a1c68a8c403b91f23f9db783ee1d4f700/cryptography-46.0.0-cp38-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ab3a14cecc741c8c03ad0ad46dfbf18de25218551931a23bca2731d46c706d83", size = 4009462, upload-time = "2025-09-16T21:07:06.569Z" }, + { url = "https://files.pythonhosted.org/packages/cd/c5/92ef920a4cf8ff35fcf9da5a09f008a6977dcb9801c709799ec1bf2873fb/cryptography-46.0.0-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:8e8b222eb54e3e7d3743a7c2b1f7fa7df7a9add790307bb34327c88ec85fe087", size = 4980769, upload-time = "2025-09-16T21:07:08.269Z" }, + { url = "https://files.pythonhosted.org/packages/a9/8f/1705f7ea3b9468c4a4fef6cce631db14feb6748499870a4772993cbeb729/cryptography-46.0.0-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:7f3f88df0c9b248dcc2e76124f9140621aca187ccc396b87bc363f890acf3a30", size = 4591812, upload-time = "2025-09-16T21:07:10.288Z" }, + { url = "https://files.pythonhosted.org/packages/34/b9/2d797ce9d346b8bac9f570b43e6e14226ff0f625f7f6f2f95d9065e316e3/cryptography-46.0.0-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:9aa85222f03fdb30defabc7a9e1e3d4ec76eb74ea9fe1504b2800844f9c98440", size = 4301844, upload-time = "2025-09-16T21:07:12.522Z" }, + { url = "https://files.pythonhosted.org/packages/a8/2d/8efc9712997b46aea2ac8f74adc31f780ac4662e3b107ecad0d5c1a0c7f8/cryptography-46.0.0-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:f9aaf2a91302e1490c068d2f3af7df4137ac2b36600f5bd26e53d9ec320412d3", size = 4943257, upload-time = "2025-09-16T21:07:14.289Z" }, + { url = "https://files.pythonhosted.org/packages/c4/0c/bc365287a97d28aa7feef8810884831b2a38a8dc4cf0f8d6927ad1568d27/cryptography-46.0.0-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:32670ca085150ff36b438c17f2dfc54146fe4a074ebf0a76d72fb1b419a974bc", size = 4591154, upload-time = "2025-09-16T21:07:16.271Z" }, + { url = "https://files.pythonhosted.org/packages/51/3b/0b15107277b0c558c02027da615f4e78c892f22c6a04d29c6ad43fcddca6/cryptography-46.0.0-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0f58183453032727a65e6605240e7a3824fd1d6a7e75d2b537e280286ab79a52", size = 4428200, upload-time = "2025-09-16T21:07:18.118Z" }, + { url = "https://files.pythonhosted.org/packages/cf/24/814d69418247ea2cfc985eec6678239013500d745bc7a0a35a32c2e2f3be/cryptography-46.0.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:4bc257c2d5d865ed37d0bd7c500baa71f939a7952c424f28632298d80ccd5ec1", size = 4699862, upload-time = "2025-09-16T21:07:20.219Z" }, + { url = "https://files.pythonhosted.org/packages/fb/1e/665c718e0c45281a4e22454fa8a9bd8835f1ceb667b9ffe807baa41cd681/cryptography-46.0.0-cp38-abi3-win32.whl", hash = "sha256:df932ac70388be034b2e046e34d636245d5eeb8140db24a6b4c2268cd2073270", size = 3043766, upload-time = "2025-09-16T21:07:21.969Z" }, + { url = "https://files.pythonhosted.org/packages/78/7e/12e1e13abff381c702697845d1cf372939957735f49ef66f2061f38da32f/cryptography-46.0.0-cp38-abi3-win_amd64.whl", hash = "sha256:274f8b2eb3616709f437326185eb563eb4e5813d01ebe2029b61bfe7d9995fbb", size = 3517216, upload-time = "2025-09-16T21:07:24.024Z" }, + { url = "https://files.pythonhosted.org/packages/ad/55/009497b2ae7375db090b41f9fe7a1a7362f804ddfe17ed9e34f748fcb0e5/cryptography-46.0.0-cp38-abi3-win_arm64.whl", hash = "sha256:249c41f2bbfa026615e7bdca47e4a66135baa81b08509ab240a2e666f6af5966", size = 2923145, upload-time = "2025-09-16T21:07:25.74Z" }, +] + +[[package]] +name = "debugpy" +version = "1.8.17" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/15/ad/71e708ff4ca377c4230530d6a7aa7992592648c122a2cd2b321cf8b35a76/debugpy-1.8.17.tar.gz", hash = "sha256:fd723b47a8c08892b1a16b2c6239a8b96637c62a59b94bb5dab4bac592a58a8e", size = 1644129, upload-time = "2025-09-17T16:33:20.633Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/2b/9d8e65beb2751876c82e1aceb32f328c43ec872711fa80257c7674f45650/debugpy-1.8.17-cp312-cp312-macosx_15_0_universal2.whl", hash = "sha256:f14467edef672195c6f6b8e27ce5005313cb5d03c9239059bc7182b60c176e2d", size = 2549522, upload-time = "2025-09-17T16:33:38.466Z" }, + { url = "https://files.pythonhosted.org/packages/b4/78/eb0d77f02971c05fca0eb7465b18058ba84bd957062f5eec82f941ac792a/debugpy-1.8.17-cp312-cp312-manylinux_2_34_x86_64.whl", hash = "sha256:24693179ef9dfa20dca8605905a42b392be56d410c333af82f1c5dff807a64cc", size = 4309417, upload-time = "2025-09-17T16:33:41.299Z" }, + { url = "https://files.pythonhosted.org/packages/37/42/c40f1d8cc1fed1e75ea54298a382395b8b937d923fcf41ab0797a554f555/debugpy-1.8.17-cp312-cp312-win32.whl", hash = "sha256:6a4e9dacf2cbb60d2514ff7b04b4534b0139facbf2abdffe0639ddb6088e59cf", size = 5277130, upload-time = "2025-09-17T16:33:43.554Z" }, + { url = "https://files.pythonhosted.org/packages/72/22/84263b205baad32b81b36eac076de0cdbe09fe2d0637f5b32243dc7c925b/debugpy-1.8.17-cp312-cp312-win_amd64.whl", hash = "sha256:e8f8f61c518952fb15f74a302e068b48d9c4691768ade433e4adeea961993464", size = 5319053, upload-time = "2025-09-17T16:33:53.033Z" }, + { url = "https://files.pythonhosted.org/packages/50/76/597e5cb97d026274ba297af8d89138dfd9e695767ba0e0895edb20963f40/debugpy-1.8.17-cp313-cp313-macosx_15_0_universal2.whl", hash = "sha256:857c1dd5d70042502aef1c6d1c2801211f3ea7e56f75e9c335f434afb403e464", size = 2538386, upload-time = "2025-09-17T16:33:54.594Z" }, + { url = "https://files.pythonhosted.org/packages/5f/60/ce5c34fcdfec493701f9d1532dba95b21b2f6394147234dce21160bd923f/debugpy-1.8.17-cp313-cp313-manylinux_2_34_x86_64.whl", hash = "sha256:3bea3b0b12f3946e098cce9b43c3c46e317b567f79570c3f43f0b96d00788088", size = 4292100, upload-time = "2025-09-17T16:33:56.353Z" }, + { url = "https://files.pythonhosted.org/packages/e8/95/7873cf2146577ef71d2a20bf553f12df865922a6f87b9e8ee1df04f01785/debugpy-1.8.17-cp313-cp313-win32.whl", hash = "sha256:e34ee844c2f17b18556b5bbe59e1e2ff4e86a00282d2a46edab73fd7f18f4a83", size = 5277002, upload-time = "2025-09-17T16:33:58.231Z" }, + { url = "https://files.pythonhosted.org/packages/46/11/18c79a1cee5ff539a94ec4aa290c1c069a5580fd5cfd2fb2e282f8e905da/debugpy-1.8.17-cp313-cp313-win_amd64.whl", hash = "sha256:6c5cd6f009ad4fca8e33e5238210dc1e5f42db07d4b6ab21ac7ffa904a196420", size = 5319047, upload-time = "2025-09-17T16:34:00.586Z" }, + { url = "https://files.pythonhosted.org/packages/de/45/115d55b2a9da6de812696064ceb505c31e952c5d89c4ed1d9bb983deec34/debugpy-1.8.17-cp314-cp314-macosx_15_0_universal2.whl", hash = "sha256:045290c010bcd2d82bc97aa2daf6837443cd52f6328592698809b4549babcee1", size = 2536899, upload-time = "2025-09-17T16:34:02.657Z" }, + { url = "https://files.pythonhosted.org/packages/5a/73/2aa00c7f1f06e997ef57dc9b23d61a92120bec1437a012afb6d176585197/debugpy-1.8.17-cp314-cp314-manylinux_2_34_x86_64.whl", hash = "sha256:b69b6bd9dba6a03632534cdf67c760625760a215ae289f7489a452af1031fe1f", size = 4268254, upload-time = "2025-09-17T16:34:04.486Z" }, + { url = "https://files.pythonhosted.org/packages/86/b5/ed3e65c63c68a6634e3ba04bd10255c8e46ec16ebed7d1c79e4816d8a760/debugpy-1.8.17-cp314-cp314-win32.whl", hash = "sha256:5c59b74aa5630f3a5194467100c3b3d1c77898f9ab27e3f7dc5d40fc2f122670", size = 5277203, upload-time = "2025-09-17T16:34:06.65Z" }, + { url = "https://files.pythonhosted.org/packages/b0/26/394276b71c7538445f29e792f589ab7379ae70fd26ff5577dfde71158e96/debugpy-1.8.17-cp314-cp314-win_amd64.whl", hash = "sha256:893cba7bb0f55161de4365584b025f7064e1f88913551bcd23be3260b231429c", size = 5318493, upload-time = "2025-09-17T16:34:08.483Z" }, + { url = "https://files.pythonhosted.org/packages/b0/d0/89247ec250369fc76db477720a26b2fce7ba079ff1380e4ab4529d2fe233/debugpy-1.8.17-py2.py3-none-any.whl", hash = "sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef", size = 5283210, upload-time = "2025-09-17T16:34:25.835Z" }, +] + +[[package]] +name = "decorator" +version = "5.2.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/43/fa/6d96a0978d19e17b68d634497769987b16c8f4cd0a7a05048bec693caa6b/decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360", size = 56711, upload-time = "2025-02-24T04:41:34.073Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a", size = 9190, upload-time = "2025-02-24T04:41:32.565Z" }, +] + +[[package]] +name = "executing" +version = "2.2.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cc/28/c14e053b6762b1044f34a13aab6859bbf40456d37d23aa286ac24cfd9a5d/executing-2.2.1.tar.gz", hash = "sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4", size = 1129488, upload-time = "2025-09-01T09:48:10.866Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl", hash = "sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017", size = 28317, upload-time = "2025-09-01T09:48:08.5Z" }, +] + +[[package]] +name = "faker" +version = "38.2.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "tzdata" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/64/27/022d4dbd4c20567b4c294f79a133cc2f05240ea61e0d515ead18c995c249/faker-38.2.0.tar.gz", hash = "sha256:20672803db9c7cb97f9b56c18c54b915b6f1d8991f63d1d673642dc43f5ce7ab", size = 1941469, upload-time = "2025-11-19T16:37:31.892Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/17/93/00c94d45f55c336434a15f98d906387e87ce28f9918e4444829a8fda432d/faker-38.2.0-py3-none-any.whl", hash = "sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65", size = 1980505, upload-time = "2025-11-19T16:37:30.208Z" }, +] + +[[package]] +name = "fastparquet" +version = "2024.11.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cramjam" }, + { name = "fsspec" }, + { name = "numpy" }, + { name = "packaging" }, + { name = "pandas" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b4/66/862da14f5fde4eff2cedc0f51a8dc34ba145088e5041b45b2d57ac54f922/fastparquet-2024.11.0.tar.gz", hash = "sha256:e3b1fc73fd3e1b70b0de254bae7feb890436cb67e99458b88cb9bd3cc44db419", size = 467192, upload-time = "2024-11-15T19:30:10.413Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/76/068ac7ec9b4fc783be21a75a6a90b8c0654da4d46934d969e524ce287787/fastparquet-2024.11.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:dbad4b014782bd38b58b8e9f514fe958cfa7a6c4e187859232d29fd5c5ddd849", size = 915968, upload-time = "2024-11-12T20:37:52.861Z" }, + { url = "https://files.pythonhosted.org/packages/c7/9e/6d3b4188ad64ed51173263c07109a5f18f9c84a44fa39ab524fca7420cda/fastparquet-2024.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:403d31109d398b6be7ce84fa3483fc277c6a23f0b321348c0a505eb098a041cb", size = 685399, upload-time = "2024-11-12T20:37:54.899Z" }, + { url = "https://files.pythonhosted.org/packages/8f/6c/809220bc9fbe83d107df2d664c3fb62fb81867be8f5218ac66c2e6b6a358/fastparquet-2024.11.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cbbb9057a26acf0abad7adf58781ee357258b7708ee44a289e3bee97e2f55d42", size = 1758557, upload-time = "2024-11-12T20:37:56.553Z" }, + { url = "https://files.pythonhosted.org/packages/e0/2c/b3b3e6ca2e531484289024138cd4709c22512b3fe68066d7f9849da4a76c/fastparquet-2024.11.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63e0e416e25c15daa174aad8ba991c2e9e5b0dc347e5aed5562124261400f87b", size = 1781052, upload-time = "2024-11-12T20:37:58.339Z" }, + { url = "https://files.pythonhosted.org/packages/21/fe/97ed45092d0311c013996dae633122b7a51c5d9fe8dcbc2c840dc491201e/fastparquet-2024.11.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e2d7f02f57231e6c86d26e9ea71953737202f20e948790e5d4db6d6a1a150dc", size = 1715797, upload-time = "2024-11-12T20:38:00.694Z" }, + { url = "https://files.pythonhosted.org/packages/24/df/02fa6aee6c0d53d1563b5bc22097076c609c4c5baa47056b0b4bed456fcf/fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fbe4468146b633d8f09d7b196fea0547f213cb5ce5f76e9d1beb29eaa9593a93", size = 1795682, upload-time = "2024-11-12T20:38:02.38Z" }, + { url = "https://files.pythonhosted.org/packages/b0/25/f4f87557589e1923ee0e3bebbc84f08b7c56962bf90f51b116ddc54f2c9f/fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:29d5c718817bcd765fc519b17f759cad4945974421ecc1931d3bdc3e05e57fa9", size = 1857842, upload-time = "2024-11-12T20:38:04.196Z" }, + { url = "https://files.pythonhosted.org/packages/b1/f9/98cd0c39115879be1044d59c9b76e8292776e99bb93565bf990078fd11c4/fastparquet-2024.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:74a0b3c40ab373442c0fda96b75a36e88745d8b138fcc3a6143e04682cbbb8ca", size = 673269, upload-time = "2024-12-11T21:22:48.073Z" }, + { url = "https://files.pythonhosted.org/packages/47/e3/e7db38704be5db787270d43dde895eaa1a825ab25dc245e71df70860ec12/fastparquet-2024.11.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:59e5c5b51083d5b82572cdb7aed0346e3181e3ac9d2e45759da2e804bdafa7ee", size = 912523, upload-time = "2024-11-12T20:38:06.003Z" }, + { url = "https://files.pythonhosted.org/packages/d3/66/e3387c99293dae441634e7724acaa425b27de19a00ee3d546775dace54a9/fastparquet-2024.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdadf7b6bad789125b823bfc5b0a719ba5c4a2ef965f973702d3ea89cff057f6", size = 683779, upload-time = "2024-11-12T20:38:07.442Z" }, + { url = "https://files.pythonhosted.org/packages/0a/21/d112d0573d086b578bf04302a502e9a7605ea8f1244a7b8577cd945eec78/fastparquet-2024.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46b2db02fc2a1507939d35441c8ab211d53afd75d82eec9767d1c3656402859b", size = 1751113, upload-time = "2024-11-12T20:38:09.36Z" }, + { url = "https://files.pythonhosted.org/packages/6b/a7/040507cee3a7798954e8fdbca21d2dbc532774b02b882d902b8a4a6849ef/fastparquet-2024.11.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3afdef2895c9f459135a00a7ed3ceafebfbce918a9e7b5d550e4fae39c1b64d", size = 1780496, upload-time = "2024-11-12T20:38:11.022Z" }, + { url = "https://files.pythonhosted.org/packages/bc/75/d0d9f7533d780ec167eede16ad88073ee71696150511126c31940e7f73aa/fastparquet-2024.11.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:36b5c9bd2ffaaa26ff45d59a6cefe58503dd748e0c7fad80dd905749da0f2b9e", size = 1713608, upload-time = "2024-11-12T20:38:12.848Z" }, + { url = "https://files.pythonhosted.org/packages/30/fa/1d95bc86e45e80669c4f374b2ca26a9e5895a1011bb05d6341b4a7414693/fastparquet-2024.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:6b7df5d3b61a19d76e209fe8d3133759af1c139e04ebc6d43f3cc2d8045ef338", size = 1792779, upload-time = "2024-11-12T20:38:14.5Z" }, + { url = "https://files.pythonhosted.org/packages/13/3d/c076beeb926c79593374c04662a9422a76650eef17cd1c8e10951340764a/fastparquet-2024.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8b35823ac7a194134e5f82fa4a9659e42e8f9ad1f2d22a55fbb7b9e4053aabbb", size = 1851322, upload-time = "2024-11-12T20:38:16.231Z" }, + { url = "https://files.pythonhosted.org/packages/09/5a/1d0d47e64816002824d4a876644e8c65540fa23f91b701f0daa726931545/fastparquet-2024.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:d20632964e65530374ff7cddd42cc06aa0a1388934903693d6d22592a5ba827b", size = 673266, upload-time = "2024-11-12T20:38:17.661Z" }, +] + +[[package]] +name = "filelock" +version = "3.20.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/58/46/0028a82567109b5ef6e4d2a1f04a583fb513e6cf9527fcdd09afd817deeb/filelock-3.20.0.tar.gz", hash = "sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4", size = 18922, upload-time = "2025-10-08T18:03:50.056Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2", size = 16054, upload-time = "2025-10-08T18:03:48.35Z" }, +] + +[[package]] +name = "frozenlist" +version = "1.8.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/2d/f5/c831fac6cc817d26fd54c7eaccd04ef7e0288806943f7cc5bbf69f3ac1f0/frozenlist-1.8.0.tar.gz", hash = "sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad", size = 45875, upload-time = "2025-10-06T05:38:17.865Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/69/29/948b9aa87e75820a38650af445d2ef2b6b8a6fab1a23b6bb9e4ef0be2d59/frozenlist-1.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1", size = 87782, upload-time = "2025-10-06T05:36:06.649Z" }, + { url = "https://files.pythonhosted.org/packages/64/80/4f6e318ee2a7c0750ed724fa33a4bdf1eacdc5a39a7a24e818a773cd91af/frozenlist-1.8.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b", size = 50594, upload-time = "2025-10-06T05:36:07.69Z" }, + { url = "https://files.pythonhosted.org/packages/2b/94/5c8a2b50a496b11dd519f4a24cb5496cf125681dd99e94c604ccdea9419a/frozenlist-1.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4", size = 50448, upload-time = "2025-10-06T05:36:08.78Z" }, + { url = "https://files.pythonhosted.org/packages/6a/bd/d91c5e39f490a49df14320f4e8c80161cfcce09f1e2cde1edd16a551abb3/frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383", size = 242411, upload-time = "2025-10-06T05:36:09.801Z" }, + { url = "https://files.pythonhosted.org/packages/8f/83/f61505a05109ef3293dfb1ff594d13d64a2324ac3482be2cedc2be818256/frozenlist-1.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4", size = 243014, upload-time = "2025-10-06T05:36:11.394Z" }, + { url = "https://files.pythonhosted.org/packages/d8/cb/cb6c7b0f7d4023ddda30cf56b8b17494eb3a79e3fda666bf735f63118b35/frozenlist-1.8.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8", size = 234909, upload-time = "2025-10-06T05:36:12.598Z" }, + { url = "https://files.pythonhosted.org/packages/31/c5/cd7a1f3b8b34af009fb17d4123c5a778b44ae2804e3ad6b86204255f9ec5/frozenlist-1.8.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b", size = 250049, upload-time = "2025-10-06T05:36:14.065Z" }, + { url = "https://files.pythonhosted.org/packages/c0/01/2f95d3b416c584a1e7f0e1d6d31998c4a795f7544069ee2e0962a4b60740/frozenlist-1.8.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52", size = 256485, upload-time = "2025-10-06T05:36:15.39Z" }, + { url = "https://files.pythonhosted.org/packages/ce/03/024bf7720b3abaebcff6d0793d73c154237b85bdf67b7ed55e5e9596dc9a/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29", size = 237619, upload-time = "2025-10-06T05:36:16.558Z" }, + { url = "https://files.pythonhosted.org/packages/69/fa/f8abdfe7d76b731f5d8bd217827cf6764d4f1d9763407e42717b4bed50a0/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3", size = 250320, upload-time = "2025-10-06T05:36:17.821Z" }, + { url = "https://files.pythonhosted.org/packages/f5/3c/b051329f718b463b22613e269ad72138cc256c540f78a6de89452803a47d/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143", size = 246820, upload-time = "2025-10-06T05:36:19.046Z" }, + { url = "https://files.pythonhosted.org/packages/0f/ae/58282e8f98e444b3f4dd42448ff36fa38bef29e40d40f330b22e7108f565/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608", size = 250518, upload-time = "2025-10-06T05:36:20.763Z" }, + { url = "https://files.pythonhosted.org/packages/8f/96/007e5944694d66123183845a106547a15944fbbb7154788cbf7272789536/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa", size = 239096, upload-time = "2025-10-06T05:36:22.129Z" }, + { url = "https://files.pythonhosted.org/packages/66/bb/852b9d6db2fa40be96f29c0d1205c306288f0684df8fd26ca1951d461a56/frozenlist-1.8.0-cp312-cp312-win32.whl", hash = "sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf", size = 39985, upload-time = "2025-10-06T05:36:23.661Z" }, + { url = "https://files.pythonhosted.org/packages/b8/af/38e51a553dd66eb064cdf193841f16f077585d4d28394c2fa6235cb41765/frozenlist-1.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746", size = 44591, upload-time = "2025-10-06T05:36:24.958Z" }, + { url = "https://files.pythonhosted.org/packages/a7/06/1dc65480ab147339fecc70797e9c2f69d9cea9cf38934ce08df070fdb9cb/frozenlist-1.8.0-cp312-cp312-win_arm64.whl", hash = "sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd", size = 40102, upload-time = "2025-10-06T05:36:26.333Z" }, + { url = "https://files.pythonhosted.org/packages/2d/40/0832c31a37d60f60ed79e9dfb5a92e1e2af4f40a16a29abcc7992af9edff/frozenlist-1.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8d92f1a84bb12d9e56f818b3a746f3efba93c1b63c8387a73dde655e1e42282a", size = 85717, upload-time = "2025-10-06T05:36:27.341Z" }, + { url = "https://files.pythonhosted.org/packages/30/ba/b0b3de23f40bc55a7057bd38434e25c34fa48e17f20ee273bbde5e0650f3/frozenlist-1.8.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:96153e77a591c8adc2ee805756c61f59fef4cf4073a9275ee86fe8cba41241f7", size = 49651, upload-time = "2025-10-06T05:36:28.855Z" }, + { url = "https://files.pythonhosted.org/packages/0c/ab/6e5080ee374f875296c4243c381bbdef97a9ac39c6e3ce1d5f7d42cb78d6/frozenlist-1.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f21f00a91358803399890ab167098c131ec2ddd5f8f5fd5fe9c9f2c6fcd91e40", size = 49417, upload-time = "2025-10-06T05:36:29.877Z" }, + { url = "https://files.pythonhosted.org/packages/d5/4e/e4691508f9477ce67da2015d8c00acd751e6287739123113a9fca6f1604e/frozenlist-1.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fb30f9626572a76dfe4293c7194a09fb1fe93ba94c7d4f720dfae3b646b45027", size = 234391, upload-time = "2025-10-06T05:36:31.301Z" }, + { url = "https://files.pythonhosted.org/packages/40/76/c202df58e3acdf12969a7895fd6f3bc016c642e6726aa63bd3025e0fc71c/frozenlist-1.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eaa352d7047a31d87dafcacbabe89df0aa506abb5b1b85a2fb91bc3faa02d822", size = 233048, upload-time = "2025-10-06T05:36:32.531Z" }, + { url = "https://files.pythonhosted.org/packages/f9/c0/8746afb90f17b73ca5979c7a3958116e105ff796e718575175319b5bb4ce/frozenlist-1.8.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:03ae967b4e297f58f8c774c7eabcce57fe3c2434817d4385c50661845a058121", size = 226549, upload-time = "2025-10-06T05:36:33.706Z" }, + { url = "https://files.pythonhosted.org/packages/7e/eb/4c7eefc718ff72f9b6c4893291abaae5fbc0c82226a32dcd8ef4f7a5dbef/frozenlist-1.8.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f6292f1de555ffcc675941d65fffffb0a5bcd992905015f85d0592201793e0e5", size = 239833, upload-time = "2025-10-06T05:36:34.947Z" }, + { url = "https://files.pythonhosted.org/packages/c2/4e/e5c02187cf704224f8b21bee886f3d713ca379535f16893233b9d672ea71/frozenlist-1.8.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29548f9b5b5e3460ce7378144c3010363d8035cea44bc0bf02d57f5a685e084e", size = 245363, upload-time = "2025-10-06T05:36:36.534Z" }, + { url = "https://files.pythonhosted.org/packages/1f/96/cb85ec608464472e82ad37a17f844889c36100eed57bea094518bf270692/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ec3cc8c5d4084591b4237c0a272cc4f50a5b03396a47d9caaf76f5d7b38a4f11", size = 229314, upload-time = "2025-10-06T05:36:38.582Z" }, + { url = "https://files.pythonhosted.org/packages/5d/6f/4ae69c550e4cee66b57887daeebe006fe985917c01d0fff9caab9883f6d0/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:517279f58009d0b1f2e7c1b130b377a349405da3f7621ed6bfae50b10adf20c1", size = 243365, upload-time = "2025-10-06T05:36:40.152Z" }, + { url = "https://files.pythonhosted.org/packages/7a/58/afd56de246cf11780a40a2c28dc7cbabbf06337cc8ddb1c780a2d97e88d8/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:db1e72ede2d0d7ccb213f218df6a078a9c09a7de257c2fe8fcef16d5925230b1", size = 237763, upload-time = "2025-10-06T05:36:41.355Z" }, + { url = "https://files.pythonhosted.org/packages/cb/36/cdfaf6ed42e2644740d4a10452d8e97fa1c062e2a8006e4b09f1b5fd7d63/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:b4dec9482a65c54a5044486847b8a66bf10c9cb4926d42927ec4e8fd5db7fed8", size = 240110, upload-time = "2025-10-06T05:36:42.716Z" }, + { url = "https://files.pythonhosted.org/packages/03/a8/9ea226fbefad669f11b52e864c55f0bd57d3c8d7eb07e9f2e9a0b39502e1/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:21900c48ae04d13d416f0e1e0c4d81f7931f73a9dfa0b7a8746fb2fe7dd970ed", size = 233717, upload-time = "2025-10-06T05:36:44.251Z" }, + { url = "https://files.pythonhosted.org/packages/1e/0b/1b5531611e83ba7d13ccc9988967ea1b51186af64c42b7a7af465dcc9568/frozenlist-1.8.0-cp313-cp313-win32.whl", hash = "sha256:8b7b94a067d1c504ee0b16def57ad5738701e4ba10cec90529f13fa03c833496", size = 39628, upload-time = "2025-10-06T05:36:45.423Z" }, + { url = "https://files.pythonhosted.org/packages/d8/cf/174c91dbc9cc49bc7b7aab74d8b734e974d1faa8f191c74af9b7e80848e6/frozenlist-1.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231", size = 43882, upload-time = "2025-10-06T05:36:46.796Z" }, + { url = "https://files.pythonhosted.org/packages/c1/17/502cd212cbfa96eb1388614fe39a3fc9ab87dbbe042b66f97acb57474834/frozenlist-1.8.0-cp313-cp313-win_arm64.whl", hash = "sha256:44389d135b3ff43ba8cc89ff7f51f5a0bb6b63d829c8300f79a2fe4fe61bcc62", size = 39676, upload-time = "2025-10-06T05:36:47.8Z" }, + { url = "https://files.pythonhosted.org/packages/d2/5c/3bbfaa920dfab09e76946a5d2833a7cbdf7b9b4a91c714666ac4855b88b4/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:e25ac20a2ef37e91c1b39938b591457666a0fa835c7783c3a8f33ea42870db94", size = 89235, upload-time = "2025-10-06T05:36:48.78Z" }, + { url = "https://files.pythonhosted.org/packages/d2/d6/f03961ef72166cec1687e84e8925838442b615bd0b8854b54923ce5b7b8a/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07cdca25a91a4386d2e76ad992916a85038a9b97561bf7a3fd12d5d9ce31870c", size = 50742, upload-time = "2025-10-06T05:36:49.837Z" }, + { url = "https://files.pythonhosted.org/packages/1e/bb/a6d12b7ba4c3337667d0e421f7181c82dda448ce4e7ad7ecd249a16fa806/frozenlist-1.8.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:4e0c11f2cc6717e0a741f84a527c52616140741cd812a50422f83dc31749fb52", size = 51725, upload-time = "2025-10-06T05:36:50.851Z" }, + { url = "https://files.pythonhosted.org/packages/bc/71/d1fed0ffe2c2ccd70b43714c6cab0f4188f09f8a67a7914a6b46ee30f274/frozenlist-1.8.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b3210649ee28062ea6099cfda39e147fa1bc039583c8ee4481cb7811e2448c51", size = 284533, upload-time = "2025-10-06T05:36:51.898Z" }, + { url = "https://files.pythonhosted.org/packages/c9/1f/fb1685a7b009d89f9bf78a42d94461bc06581f6e718c39344754a5d9bada/frozenlist-1.8.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:581ef5194c48035a7de2aefc72ac6539823bb71508189e5de01d60c9dcd5fa65", size = 292506, upload-time = "2025-10-06T05:36:53.101Z" }, + { url = "https://files.pythonhosted.org/packages/e6/3b/b991fe1612703f7e0d05c0cf734c1b77aaf7c7d321df4572e8d36e7048c8/frozenlist-1.8.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3ef2d026f16a2b1866e1d86fc4e1291e1ed8a387b2c333809419a2f8b3a77b82", size = 274161, upload-time = "2025-10-06T05:36:54.309Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ec/c5c618767bcdf66e88945ec0157d7f6c4a1322f1473392319b7a2501ded7/frozenlist-1.8.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5500ef82073f599ac84d888e3a8c1f77ac831183244bfd7f11eaa0289fb30714", size = 294676, upload-time = "2025-10-06T05:36:55.566Z" }, + { url = "https://files.pythonhosted.org/packages/7c/ce/3934758637d8f8a88d11f0585d6495ef54b2044ed6ec84492a91fa3b27aa/frozenlist-1.8.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:50066c3997d0091c411a66e710f4e11752251e6d2d73d70d8d5d4c76442a199d", size = 300638, upload-time = "2025-10-06T05:36:56.758Z" }, + { url = "https://files.pythonhosted.org/packages/fc/4f/a7e4d0d467298f42de4b41cbc7ddaf19d3cfeabaf9ff97c20c6c7ee409f9/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:5c1c8e78426e59b3f8005e9b19f6ff46e5845895adbde20ece9218319eca6506", size = 283067, upload-time = "2025-10-06T05:36:57.965Z" }, + { url = "https://files.pythonhosted.org/packages/dc/48/c7b163063d55a83772b268e6d1affb960771b0e203b632cfe09522d67ea5/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:eefdba20de0d938cec6a89bd4d70f346a03108a19b9df4248d3cf0d88f1b0f51", size = 292101, upload-time = "2025-10-06T05:36:59.237Z" }, + { url = "https://files.pythonhosted.org/packages/9f/d0/2366d3c4ecdc2fd391e0afa6e11500bfba0ea772764d631bbf82f0136c9d/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cf253e0e1c3ceb4aaff6df637ce033ff6535fb8c70a764a8f46aafd3d6ab798e", size = 289901, upload-time = "2025-10-06T05:37:00.811Z" }, + { url = "https://files.pythonhosted.org/packages/b8/94/daff920e82c1b70e3618a2ac39fbc01ae3e2ff6124e80739ce5d71c9b920/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:032efa2674356903cd0261c4317a561a6850f3ac864a63fc1583147fb05a79b0", size = 289395, upload-time = "2025-10-06T05:37:02.115Z" }, + { url = "https://files.pythonhosted.org/packages/e3/20/bba307ab4235a09fdcd3cc5508dbabd17c4634a1af4b96e0f69bfe551ebd/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6da155091429aeba16851ecb10a9104a108bcd32f6c1642867eadaee401c1c41", size = 283659, upload-time = "2025-10-06T05:37:03.711Z" }, + { url = "https://files.pythonhosted.org/packages/fd/00/04ca1c3a7a124b6de4f8a9a17cc2fcad138b4608e7a3fc5877804b8715d7/frozenlist-1.8.0-cp313-cp313t-win32.whl", hash = "sha256:0f96534f8bfebc1a394209427d0f8a63d343c9779cda6fc25e8e121b5fd8555b", size = 43492, upload-time = "2025-10-06T05:37:04.915Z" }, + { url = "https://files.pythonhosted.org/packages/59/5e/c69f733a86a94ab10f68e496dc6b7e8bc078ebb415281d5698313e3af3a1/frozenlist-1.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5d63a068f978fc69421fb0e6eb91a9603187527c86b7cd3f534a5b77a592b888", size = 48034, upload-time = "2025-10-06T05:37:06.343Z" }, + { url = "https://files.pythonhosted.org/packages/16/6c/be9d79775d8abe79b05fa6d23da99ad6e7763a1d080fbae7290b286093fd/frozenlist-1.8.0-cp313-cp313t-win_arm64.whl", hash = "sha256:bf0a7e10b077bf5fb9380ad3ae8ce20ef919a6ad93b4552896419ac7e1d8e042", size = 41749, upload-time = "2025-10-06T05:37:07.431Z" }, + { url = "https://files.pythonhosted.org/packages/f1/c8/85da824b7e7b9b6e7f7705b2ecaf9591ba6f79c1177f324c2735e41d36a2/frozenlist-1.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cee686f1f4cadeb2136007ddedd0aaf928ab95216e7691c63e50a8ec066336d0", size = 86127, upload-time = "2025-10-06T05:37:08.438Z" }, + { url = "https://files.pythonhosted.org/packages/8e/e8/a1185e236ec66c20afd72399522f142c3724c785789255202d27ae992818/frozenlist-1.8.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:119fb2a1bd47307e899c2fac7f28e85b9a543864df47aa7ec9d3c1b4545f096f", size = 49698, upload-time = "2025-10-06T05:37:09.48Z" }, + { url = "https://files.pythonhosted.org/packages/a1/93/72b1736d68f03fda5fdf0f2180fb6caaae3894f1b854d006ac61ecc727ee/frozenlist-1.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4970ece02dbc8c3a92fcc5228e36a3e933a01a999f7094ff7c23fbd2beeaa67c", size = 49749, upload-time = "2025-10-06T05:37:10.569Z" }, + { url = "https://files.pythonhosted.org/packages/a7/b2/fabede9fafd976b991e9f1b9c8c873ed86f202889b864756f240ce6dd855/frozenlist-1.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:cba69cb73723c3f329622e34bdbf5ce1f80c21c290ff04256cff1cd3c2036ed2", size = 231298, upload-time = "2025-10-06T05:37:11.993Z" }, + { url = "https://files.pythonhosted.org/packages/3a/3b/d9b1e0b0eed36e70477ffb8360c49c85c8ca8ef9700a4e6711f39a6e8b45/frozenlist-1.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:778a11b15673f6f1df23d9586f83c4846c471a8af693a22e066508b77d201ec8", size = 232015, upload-time = "2025-10-06T05:37:13.194Z" }, + { url = "https://files.pythonhosted.org/packages/dc/94/be719d2766c1138148564a3960fc2c06eb688da592bdc25adcf856101be7/frozenlist-1.8.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686", size = 225038, upload-time = "2025-10-06T05:37:14.577Z" }, + { url = "https://files.pythonhosted.org/packages/e4/09/6712b6c5465f083f52f50cf74167b92d4ea2f50e46a9eea0523d658454ae/frozenlist-1.8.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:97260ff46b207a82a7567b581ab4190bd4dfa09f4db8a8b49d1a958f6aa4940e", size = 240130, upload-time = "2025-10-06T05:37:15.781Z" }, + { url = "https://files.pythonhosted.org/packages/f8/d4/cd065cdcf21550b54f3ce6a22e143ac9e4836ca42a0de1022da8498eac89/frozenlist-1.8.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:54b2077180eb7f83dd52c40b2750d0a9f175e06a42e3213ce047219de902717a", size = 242845, upload-time = "2025-10-06T05:37:17.037Z" }, + { url = "https://files.pythonhosted.org/packages/62/c3/f57a5c8c70cd1ead3d5d5f776f89d33110b1addae0ab010ad774d9a44fb9/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2f05983daecab868a31e1da44462873306d3cbfd76d1f0b5b69c473d21dbb128", size = 229131, upload-time = "2025-10-06T05:37:18.221Z" }, + { url = "https://files.pythonhosted.org/packages/6c/52/232476fe9cb64f0742f3fde2b7d26c1dac18b6d62071c74d4ded55e0ef94/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:33f48f51a446114bc5d251fb2954ab0164d5be02ad3382abcbfe07e2531d650f", size = 240542, upload-time = "2025-10-06T05:37:19.771Z" }, + { url = "https://files.pythonhosted.org/packages/5f/85/07bf3f5d0fb5414aee5f47d33c6f5c77bfe49aac680bfece33d4fdf6a246/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:154e55ec0655291b5dd1b8731c637ecdb50975a2ae70c606d100750a540082f7", size = 237308, upload-time = "2025-10-06T05:37:20.969Z" }, + { url = "https://files.pythonhosted.org/packages/11/99/ae3a33d5befd41ac0ca2cc7fd3aa707c9c324de2e89db0e0f45db9a64c26/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:4314debad13beb564b708b4a496020e5306c7333fa9a3ab90374169a20ffab30", size = 238210, upload-time = "2025-10-06T05:37:22.252Z" }, + { url = "https://files.pythonhosted.org/packages/b2/60/b1d2da22f4970e7a155f0adde9b1435712ece01b3cd45ba63702aea33938/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:073f8bf8becba60aa931eb3bc420b217bb7d5b8f4750e6f8b3be7f3da85d38b7", size = 231972, upload-time = "2025-10-06T05:37:23.5Z" }, + { url = "https://files.pythonhosted.org/packages/3f/ab/945b2f32de889993b9c9133216c068b7fcf257d8595a0ac420ac8677cab0/frozenlist-1.8.0-cp314-cp314-win32.whl", hash = "sha256:bac9c42ba2ac65ddc115d930c78d24ab8d4f465fd3fc473cdedfccadb9429806", size = 40536, upload-time = "2025-10-06T05:37:25.581Z" }, + { url = "https://files.pythonhosted.org/packages/59/ad/9caa9b9c836d9ad6f067157a531ac48b7d36499f5036d4141ce78c230b1b/frozenlist-1.8.0-cp314-cp314-win_amd64.whl", hash = "sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0", size = 44330, upload-time = "2025-10-06T05:37:26.928Z" }, + { url = "https://files.pythonhosted.org/packages/82/13/e6950121764f2676f43534c555249f57030150260aee9dcf7d64efda11dd/frozenlist-1.8.0-cp314-cp314-win_arm64.whl", hash = "sha256:d1eaff1d00c7751b7c6662e9c5ba6eb2c17a2306ba5e2a37f24ddf3cc953402b", size = 40627, upload-time = "2025-10-06T05:37:28.075Z" }, + { url = "https://files.pythonhosted.org/packages/c0/c7/43200656ecc4e02d3f8bc248df68256cd9572b3f0017f0a0c4e93440ae23/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d3bb933317c52d7ea5004a1c442eef86f426886fba134ef8cf4226ea6ee1821d", size = 89238, upload-time = "2025-10-06T05:37:29.373Z" }, + { url = "https://files.pythonhosted.org/packages/d1/29/55c5f0689b9c0fb765055629f472c0de484dcaf0acee2f7707266ae3583c/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8009897cdef112072f93a0efdce29cd819e717fd2f649ee3016efd3cd885a7ed", size = 50738, upload-time = "2025-10-06T05:37:30.792Z" }, + { url = "https://files.pythonhosted.org/packages/ba/7d/b7282a445956506fa11da8c2db7d276adcbf2b17d8bb8407a47685263f90/frozenlist-1.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2c5dcbbc55383e5883246d11fd179782a9d07a986c40f49abe89ddf865913930", size = 51739, upload-time = "2025-10-06T05:37:32.127Z" }, + { url = "https://files.pythonhosted.org/packages/62/1c/3d8622e60d0b767a5510d1d3cf21065b9db874696a51ea6d7a43180a259c/frozenlist-1.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:39ecbc32f1390387d2aa4f5a995e465e9e2f79ba3adcac92d68e3e0afae6657c", size = 284186, upload-time = "2025-10-06T05:37:33.21Z" }, + { url = "https://files.pythonhosted.org/packages/2d/14/aa36d5f85a89679a85a1d44cd7a6657e0b1c75f61e7cad987b203d2daca8/frozenlist-1.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92db2bf818d5cc8d9c1f1fc56b897662e24ea5adb36ad1f1d82875bd64e03c24", size = 292196, upload-time = "2025-10-06T05:37:36.107Z" }, + { url = "https://files.pythonhosted.org/packages/05/23/6bde59eb55abd407d34f77d39a5126fb7b4f109a3f611d3929f14b700c66/frozenlist-1.8.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2dc43a022e555de94c3b68a4ef0b11c4f747d12c024a520c7101709a2144fb37", size = 273830, upload-time = "2025-10-06T05:37:37.663Z" }, + { url = "https://files.pythonhosted.org/packages/d2/3f/22cff331bfad7a8afa616289000ba793347fcd7bc275f3b28ecea2a27909/frozenlist-1.8.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb89a7f2de3602cfed448095bab3f178399646ab7c61454315089787df07733a", size = 294289, upload-time = "2025-10-06T05:37:39.261Z" }, + { url = "https://files.pythonhosted.org/packages/a4/89/5b057c799de4838b6c69aa82b79705f2027615e01be996d2486a69ca99c4/frozenlist-1.8.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:33139dc858c580ea50e7e60a1b0ea003efa1fd42e6ec7fdbad78fff65fad2fd2", size = 300318, upload-time = "2025-10-06T05:37:43.213Z" }, + { url = "https://files.pythonhosted.org/packages/30/de/2c22ab3eb2a8af6d69dc799e48455813bab3690c760de58e1bf43b36da3e/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:168c0969a329b416119507ba30b9ea13688fafffac1b7822802537569a1cb0ef", size = 282814, upload-time = "2025-10-06T05:37:45.337Z" }, + { url = "https://files.pythonhosted.org/packages/59/f7/970141a6a8dbd7f556d94977858cfb36fa9b66e0892c6dd780d2219d8cd8/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:28bd570e8e189d7f7b001966435f9dac6718324b5be2990ac496cf1ea9ddb7fe", size = 291762, upload-time = "2025-10-06T05:37:46.657Z" }, + { url = "https://files.pythonhosted.org/packages/c1/15/ca1adae83a719f82df9116d66f5bb28bb95557b3951903d39135620ef157/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:b2a095d45c5d46e5e79ba1e5b9cb787f541a8dee0433836cea4b96a2c439dcd8", size = 289470, upload-time = "2025-10-06T05:37:47.946Z" }, + { url = "https://files.pythonhosted.org/packages/ac/83/dca6dc53bf657d371fbc88ddeb21b79891e747189c5de990b9dfff2ccba1/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:eab8145831a0d56ec9c4139b6c3e594c7a83c2c8be25d5bcf2d86136a532287a", size = 289042, upload-time = "2025-10-06T05:37:49.499Z" }, + { url = "https://files.pythonhosted.org/packages/96/52/abddd34ca99be142f354398700536c5bd315880ed0a213812bc491cff5e4/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:974b28cf63cc99dfb2188d8d222bc6843656188164848c4f679e63dae4b0708e", size = 283148, upload-time = "2025-10-06T05:37:50.745Z" }, + { url = "https://files.pythonhosted.org/packages/af/d3/76bd4ed4317e7119c2b7f57c3f6934aba26d277acc6309f873341640e21f/frozenlist-1.8.0-cp314-cp314t-win32.whl", hash = "sha256:342c97bf697ac5480c0a7ec73cd700ecfa5a8a40ac923bd035484616efecc2df", size = 44676, upload-time = "2025-10-06T05:37:52.222Z" }, + { url = "https://files.pythonhosted.org/packages/89/76/c615883b7b521ead2944bb3480398cbb07e12b7b4e4d073d3752eb721558/frozenlist-1.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd", size = 49451, upload-time = "2025-10-06T05:37:53.425Z" }, + { url = "https://files.pythonhosted.org/packages/e0/a3/5982da14e113d07b325230f95060e2169f5311b1017ea8af2a29b374c289/frozenlist-1.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:102e6314ca4da683dca92e3b1355490fed5f313b768500084fbe6371fddfdb79", size = 42507, upload-time = "2025-10-06T05:37:54.513Z" }, + { url = "https://files.pythonhosted.org/packages/9a/9a/e35b4a917281c0b8419d4207f4334c8e8c5dbf4f3f5f9ada73958d937dcc/frozenlist-1.8.0-py3-none-any.whl", hash = "sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d", size = 13409, upload-time = "2025-10-06T05:38:16.721Z" }, +] + +[[package]] +name = "fsspec" +version = "2025.12.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b6/27/954057b0d1f53f086f681755207dda6de6c660ce133c829158e8e8fe7895/fsspec-2025.12.0.tar.gz", hash = "sha256:c505de011584597b1060ff778bb664c1bc022e87921b0e4f10cc9c44f9635973", size = 309748, upload-time = "2025-12-03T15:23:42.687Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/51/c7/b64cae5dba3a1b138d7123ec36bb5ccd39d39939f18454407e5468f4763f/fsspec-2025.12.0-py3-none-any.whl", hash = "sha256:8bf1fe301b7d8acfa6e8571e3b1c3d158f909666642431cc78a1b7b4dbc5ec5b", size = 201422, upload-time = "2025-12-03T15:23:41.434Z" }, +] + +[package.optional-dependencies] +http = [ + { name = "aiohttp" }, +] + +[[package]] +name = "getml" +version = "1.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jinja2" }, + { name = "numpy" }, + { name = "pandas" }, + { name = "scipy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/50/ca/5f988c2b7a7f60571e6a8c0e1d6146db4e72f97b2690b22804d4381eed0a/getml-1.0.0.tar.gz", hash = "sha256:f91f6536c749b0eba947ac36973f6ccf494b7e715d8580bd56cc108c1205927d", size = 195654, upload-time = "2021-09-23T20:52:21.137Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f0/83/e22cdbee1e7e7fa3dcdaa451c1d8d5714a5d70cc51a99ed0a6e2fd5f481d/getml-1.0.0-py3-none-any.whl", hash = "sha256:329d382a9b5d9ca88faf19f49c0ce98e1e2da68405aa2bb835ca3b9faf845eaf", size = 388952, upload-time = "2021-09-23T20:52:18.975Z" }, +] + +[[package]] +name = "getml-featurestore-integrations" +version = "0.1.0" +source = { virtual = "." } +dependencies = [ + { name = "fastparquet" }, + { name = "getml" }, + { name = "httpx" }, + { name = "ipykernel" }, + { name = "jafgen" }, + { name = "pandas" }, + { name = "pyarrow" }, + { name = "pydantic" }, + { name = "pydantic-settings" }, + { name = "snowflake-connector-python" }, + { name = "snowflake-ml-python" }, + { name = "snowflake-snowpark-python" }, +] + +[package.dev-dependencies] +dev = [ + { name = "basedpyright" }, + { name = "pytest" }, + { name = "pytest-cov" }, + { name = "pytest-dependency" }, + { name = "ruff" }, +] + +[package.metadata] +requires-dist = [ + { name = "fastparquet", specifier = ">=2024.11.0" }, + { name = "getml", specifier = ">=1.0.0" }, + { name = "httpx", specifier = ">=0.27.0" }, + { name = "ipykernel", specifier = ">=7.1.0" }, + { name = "jafgen", specifier = ">=0.4.14" }, + { name = "pandas", specifier = ">=2.3.3" }, + { name = "pyarrow", specifier = ">=18.0.0" }, + { name = "pydantic", specifier = ">=2.12.5" }, + { name = "pydantic-settings", specifier = ">=2.12.0" }, + { name = "snowflake-connector-python", specifier = ">=3.17.3" }, + { name = "snowflake-ml-python", specifier = ">=1.20.0" }, + { name = "snowflake-snowpark-python", specifier = ">=1.42.0" }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "basedpyright", specifier = "~=1.28.4" }, + { name = "pytest", specifier = "~=8.0.0" }, + { name = "pytest-cov", specifier = ">=6.2.1" }, + { name = "pytest-dependency", specifier = ">=0.6.0" }, + { name = "ruff", specifier = "~=0.12.2" }, +] + +[[package]] +name = "h11" +version = "0.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" }, +] + +[[package]] +name = "httpcore" +version = "1.0.9" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "h11" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" }, +] + +[[package]] +name = "httpx" +version = "0.28.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, + { name = "certifi" }, + { name = "httpcore" }, + { name = "idna" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" }, +] + +[[package]] +name = "idna" +version = "3.11" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" }, +] + +[[package]] +name = "importlib-resources" +version = "6.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cf/8c/f834fbf984f691b4f7ff60f50b514cc3de5cc08abfc3295564dd89c5e2e7/importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c", size = 44693, upload-time = "2025-01-03T18:51:56.698Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a4/ed/1f1afb2e9e7f38a545d628f864d562a5ae64fe6f7a10e28ffb9b185b4e89/importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec", size = 37461, upload-time = "2025-01-03T18:51:54.306Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/72/34/14ca021ce8e5dfedc35312d08ba8bf51fdd999c576889fc2c24cb97f4f10/iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730", size = 20503, upload-time = "2025-10-18T21:55:43.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" }, +] + +[[package]] +name = "ipykernel" +version = "7.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "appnope", marker = "sys_platform == 'darwin'" }, + { name = "comm" }, + { name = "debugpy" }, + { name = "ipython" }, + { name = "jupyter-client" }, + { name = "jupyter-core" }, + { name = "matplotlib-inline" }, + { name = "nest-asyncio" }, + { name = "packaging" }, + { name = "psutil" }, + { name = "pyzmq" }, + { name = "tornado" }, + { name = "traitlets" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b9/a4/4948be6eb88628505b83a1f2f40d90254cab66abf2043b3c40fa07dfce0f/ipykernel-7.1.0.tar.gz", hash = "sha256:58a3fc88533d5930c3546dc7eac66c6d288acde4f801e2001e65edc5dc9cf0db", size = 174579, upload-time = "2025-10-27T09:46:39.471Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a3/17/20c2552266728ceba271967b87919664ecc0e33efca29c3efc6baf88c5f9/ipykernel-7.1.0-py3-none-any.whl", hash = "sha256:763b5ec6c5b7776f6a8d7ce09b267693b4e5ce75cb50ae696aaefb3c85e1ea4c", size = 117968, upload-time = "2025-10-27T09:46:37.805Z" }, +] + +[[package]] +name = "ipython" +version = "9.8.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "decorator" }, + { name = "ipython-pygments-lexers" }, + { name = "jedi" }, + { name = "matplotlib-inline" }, + { name = "pexpect", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" }, + { name = "prompt-toolkit" }, + { name = "pygments" }, + { name = "stack-data" }, + { name = "traitlets" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/12/51/a703c030f4928646d390b4971af4938a1b10c9dfce694f0d99a0bb073cb2/ipython-9.8.0.tar.gz", hash = "sha256:8e4ce129a627eb9dd221c41b1d2cdaed4ef7c9da8c17c63f6f578fe231141f83", size = 4424940, upload-time = "2025-12-03T10:18:24.353Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f1/df/8ee1c5dd1e3308b5d5b2f2dfea323bb2f3827da8d654abb6642051199049/ipython-9.8.0-py3-none-any.whl", hash = "sha256:ebe6d1d58d7d988fbf23ff8ff6d8e1622cfdb194daf4b7b73b792c4ec3b85385", size = 621374, upload-time = "2025-12-03T10:18:22.335Z" }, +] + +[[package]] +name = "ipython-pygments-lexers" +version = "1.1.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ef/4c/5dd1d8af08107f88c7f741ead7a40854b8ac24ddf9ae850afbcf698aa552/ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81", size = 8393, upload-time = "2025-01-17T11:24:34.505Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c", size = 8074, upload-time = "2025-01-17T11:24:33.271Z" }, +] + +[[package]] +name = "jafgen" +version = "0.4.14" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "faker" }, + { name = "numpy" }, + { name = "typer" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b2/55/ab572bc41d2ac541e2b15774926852a0b5583d6605b86c6351d0de44176c/jafgen-0.4.14.tar.gz", hash = "sha256:faff98d8a009d7c00d04215cfb1a25782f84e3b3995969aaad08483fec472a8a", size = 23796, upload-time = "2024-04-27T22:50:31.576Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6f/29/e0f57762c57954fae35105f704b3a6db79807d52a0ac846677cdf27461b6/jafgen-0.4.14-py3-none-any.whl", hash = "sha256:0f92684fb49050a56a4de5d8214b90365ff84ef6ae7c685abf899e0ad1918913", size = 22768, upload-time = "2024-04-27T22:50:30.071Z" }, +] + +[[package]] +name = "jedi" +version = "0.19.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "parso" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/72/3a/79a912fbd4d8dd6fbb02bf69afd3bb72cf0c729bb3063c6f4498603db17a/jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0", size = 1231287, upload-time = "2024-11-11T01:41:42.873Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9", size = 1572278, upload-time = "2024-11-11T01:41:40.175Z" }, +] + +[[package]] +name = "jinja2" +version = "3.1.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115, upload-time = "2025-03-05T20:05:02.478Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" }, +] + +[[package]] +name = "jmespath" +version = "1.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/00/2a/e867e8531cf3e36b41201936b7fa7ba7b5702dbef42922193f05c8976cd6/jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe", size = 25843, upload-time = "2022-06-17T18:00:12.224Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/31/b4/b9b800c45527aadd64d5b442f9b932b00648617eb5d63d2c7a6587b7cafc/jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980", size = 20256, upload-time = "2022-06-17T18:00:10.251Z" }, +] + +[[package]] +name = "joblib" +version = "1.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e8/5d/447af5ea094b9e4c4054f82e223ada074c552335b9b4b2d14bd9b35a67c4/joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55", size = 331077, upload-time = "2025-08-27T12:15:46.575Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/e8/685f47e0d754320684db4425a0967f7d3fa70126bffd76110b7009a0090f/joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241", size = 308396, upload-time = "2025-08-27T12:15:45.188Z" }, +] + +[[package]] +name = "jupyter-client" +version = "8.6.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jupyter-core" }, + { name = "python-dateutil" }, + { name = "pyzmq" }, + { name = "tornado" }, + { name = "traitlets" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/71/22/bf9f12fdaeae18019a468b68952a60fe6dbab5d67cd2a103cac7659b41ca/jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419", size = 342019, upload-time = "2024-09-17T10:44:17.613Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/11/85/b0394e0b6fcccd2c1eeefc230978a6f8cb0c5df1e4cd3e7625735a0d7d1e/jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f", size = 106105, upload-time = "2024-09-17T10:44:15.218Z" }, +] + +[[package]] +name = "jupyter-core" +version = "5.9.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "platformdirs" }, + { name = "traitlets" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/02/49/9d1284d0dc65e2c757b74c6687b6d319b02f822ad039e5c512df9194d9dd/jupyter_core-5.9.1.tar.gz", hash = "sha256:4d09aaff303b9566c3ce657f580bd089ff5c91f5f89cf7d8846c3cdf465b5508", size = 89814, upload-time = "2025-10-16T19:19:18.444Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl", hash = "sha256:ebf87fdc6073d142e114c72c9e29a9d7ca03fad818c5d300ce2adc1fb0743407", size = 29032, upload-time = "2025-10-16T19:19:16.783Z" }, +] + +[[package]] +name = "llvmlite" +version = "0.45.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/99/8d/5baf1cef7f9c084fb35a8afbde88074f0d6a727bc63ef764fe0e7543ba40/llvmlite-0.45.1.tar.gz", hash = "sha256:09430bb9d0bb58fc45a45a57c7eae912850bedc095cd0810a57de109c69e1c32", size = 185600, upload-time = "2025-10-01T17:59:52.046Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e2/7c/82cbd5c656e8991bcc110c69d05913be2229302a92acb96109e166ae31fb/llvmlite-0.45.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:28e763aba92fe9c72296911e040231d486447c01d4f90027c8e893d89d49b20e", size = 43043524, upload-time = "2025-10-01T18:03:30.666Z" }, + { url = "https://files.pythonhosted.org/packages/9d/bc/5314005bb2c7ee9f33102c6456c18cc81745d7055155d1218f1624463774/llvmlite-0.45.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1a53f4b74ee9fd30cb3d27d904dadece67a7575198bd80e687ee76474620735f", size = 37253123, upload-time = "2025-10-01T18:04:18.177Z" }, + { url = "https://files.pythonhosted.org/packages/96/76/0f7154952f037cb320b83e1c952ec4a19d5d689cf7d27cb8a26887d7bbc1/llvmlite-0.45.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5b3796b1b1e1c14dcae34285d2f4ea488402fbd2c400ccf7137603ca3800864f", size = 56288211, upload-time = "2025-10-01T18:01:24.079Z" }, + { url = "https://files.pythonhosted.org/packages/00/b1/0b581942be2683ceb6862d558979e87387e14ad65a1e4db0e7dd671fa315/llvmlite-0.45.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:779e2f2ceefef0f4368548685f0b4adde34e5f4b457e90391f570a10b348d433", size = 55140958, upload-time = "2025-10-01T18:02:30.482Z" }, + { url = "https://files.pythonhosted.org/packages/33/94/9ba4ebcf4d541a325fd8098ddc073b663af75cc8b065b6059848f7d4dce7/llvmlite-0.45.1-cp312-cp312-win_amd64.whl", hash = "sha256:9e6c9949baf25d9aa9cd7cf0f6d011b9ca660dd17f5ba2b23bdbdb77cc86b116", size = 38132231, upload-time = "2025-10-01T18:05:03.664Z" }, + { url = "https://files.pythonhosted.org/packages/1d/e2/c185bb7e88514d5025f93c6c4092f6120c6cea8fe938974ec9860fb03bbb/llvmlite-0.45.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:d9ea9e6f17569a4253515cc01dade70aba536476e3d750b2e18d81d7e670eb15", size = 43043524, upload-time = "2025-10-01T18:03:43.249Z" }, + { url = "https://files.pythonhosted.org/packages/09/b8/b5437b9ecb2064e89ccf67dccae0d02cd38911705112dd0dcbfa9cd9a9de/llvmlite-0.45.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:c9f3cadee1630ce4ac18ea38adebf2a4f57a89bd2740ce83746876797f6e0bfb", size = 37253121, upload-time = "2025-10-01T18:04:30.557Z" }, + { url = "https://files.pythonhosted.org/packages/f7/97/ad1a907c0173a90dd4df7228f24a3ec61058bc1a9ff8a0caec20a0cc622e/llvmlite-0.45.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:57c48bf2e1083eedbc9406fb83c4e6483017879714916fe8be8a72a9672c995a", size = 56288210, upload-time = "2025-10-01T18:01:40.26Z" }, + { url = "https://files.pythonhosted.org/packages/32/d8/c99c8ac7a326e9735401ead3116f7685a7ec652691aeb2615aa732b1fc4a/llvmlite-0.45.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3aa3dfceda4219ae39cf18806c60eeb518c1680ff834b8b311bd784160b9ce40", size = 55140957, upload-time = "2025-10-01T18:02:46.244Z" }, + { url = "https://files.pythonhosted.org/packages/09/56/ed35668130e32dbfad2eb37356793b0a95f23494ab5be7d9bf5cb75850ee/llvmlite-0.45.1-cp313-cp313-win_amd64.whl", hash = "sha256:080e6f8d0778a8239cd47686d402cb66eb165e421efa9391366a9b7e5810a38b", size = 38132232, upload-time = "2025-10-01T18:05:14.477Z" }, +] + +[[package]] +name = "markdown-it-py" +version = "4.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mdurl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070, upload-time = "2025-08-11T12:57:52.854Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321, upload-time = "2025-08-11T12:57:51.923Z" }, +] + +[[package]] +name = "markupsafe" +version = "3.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615, upload-time = "2025-09-27T18:36:30.854Z" }, + { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020, upload-time = "2025-09-27T18:36:31.971Z" }, + { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332, upload-time = "2025-09-27T18:36:32.813Z" }, + { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947, upload-time = "2025-09-27T18:36:33.86Z" }, + { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962, upload-time = "2025-09-27T18:36:35.099Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760, upload-time = "2025-09-27T18:36:36.001Z" }, + { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529, upload-time = "2025-09-27T18:36:36.906Z" }, + { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015, upload-time = "2025-09-27T18:36:37.868Z" }, + { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540, upload-time = "2025-09-27T18:36:38.761Z" }, + { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105, upload-time = "2025-09-27T18:36:39.701Z" }, + { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906, upload-time = "2025-09-27T18:36:40.689Z" }, + { url = "https://files.pythonhosted.org/packages/38/2f/907b9c7bbba283e68f20259574b13d005c121a0fa4c175f9bed27c4597ff/markupsafe-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795", size = 11622, upload-time = "2025-09-27T18:36:41.777Z" }, + { url = "https://files.pythonhosted.org/packages/9c/d9/5f7756922cdd676869eca1c4e3c0cd0df60ed30199ffd775e319089cb3ed/markupsafe-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219", size = 12029, upload-time = "2025-09-27T18:36:43.257Z" }, + { url = "https://files.pythonhosted.org/packages/00/07/575a68c754943058c78f30db02ee03a64b3c638586fba6a6dd56830b30a3/markupsafe-3.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6", size = 24374, upload-time = "2025-09-27T18:36:44.508Z" }, + { url = "https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676", size = 22980, upload-time = "2025-09-27T18:36:45.385Z" }, + { url = "https://files.pythonhosted.org/packages/7f/71/544260864f893f18b6827315b988c146b559391e6e7e8f7252839b1b846a/markupsafe-3.0.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9", size = 21990, upload-time = "2025-09-27T18:36:46.916Z" }, + { url = "https://files.pythonhosted.org/packages/c2/28/b50fc2f74d1ad761af2f5dcce7492648b983d00a65b8c0e0cb457c82ebbe/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1", size = 23784, upload-time = "2025-09-27T18:36:47.884Z" }, + { url = "https://files.pythonhosted.org/packages/ed/76/104b2aa106a208da8b17a2fb72e033a5a9d7073c68f7e508b94916ed47a9/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc", size = 21588, upload-time = "2025-09-27T18:36:48.82Z" }, + { url = "https://files.pythonhosted.org/packages/b5/99/16a5eb2d140087ebd97180d95249b00a03aa87e29cc224056274f2e45fd6/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12", size = 23041, upload-time = "2025-09-27T18:36:49.797Z" }, + { url = "https://files.pythonhosted.org/packages/19/bc/e7140ed90c5d61d77cea142eed9f9c303f4c4806f60a1044c13e3f1471d0/markupsafe-3.0.3-cp313-cp313-win32.whl", hash = "sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed", size = 14543, upload-time = "2025-09-27T18:36:51.584Z" }, + { url = "https://files.pythonhosted.org/packages/05/73/c4abe620b841b6b791f2edc248f556900667a5a1cf023a6646967ae98335/markupsafe-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5", size = 15113, upload-time = "2025-09-27T18:36:52.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/3a/fa34a0f7cfef23cf9500d68cb7c32dd64ffd58a12b09225fb03dd37d5b80/markupsafe-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485", size = 13911, upload-time = "2025-09-27T18:36:53.513Z" }, + { url = "https://files.pythonhosted.org/packages/e4/d7/e05cd7efe43a88a17a37b3ae96e79a19e846f3f456fe79c57ca61356ef01/markupsafe-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73", size = 11658, upload-time = "2025-09-27T18:36:54.819Z" }, + { url = "https://files.pythonhosted.org/packages/99/9e/e412117548182ce2148bdeacdda3bb494260c0b0184360fe0d56389b523b/markupsafe-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37", size = 12066, upload-time = "2025-09-27T18:36:55.714Z" }, + { url = "https://files.pythonhosted.org/packages/bc/e6/fa0ffcda717ef64a5108eaa7b4f5ed28d56122c9a6d70ab8b72f9f715c80/markupsafe-3.0.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19", size = 25639, upload-time = "2025-09-27T18:36:56.908Z" }, + { url = "https://files.pythonhosted.org/packages/96/ec/2102e881fe9d25fc16cb4b25d5f5cde50970967ffa5dddafdb771237062d/markupsafe-3.0.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025", size = 23569, upload-time = "2025-09-27T18:36:57.913Z" }, + { url = "https://files.pythonhosted.org/packages/4b/30/6f2fce1f1f205fc9323255b216ca8a235b15860c34b6798f810f05828e32/markupsafe-3.0.3-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6", size = 23284, upload-time = "2025-09-27T18:36:58.833Z" }, + { url = "https://files.pythonhosted.org/packages/58/47/4a0ccea4ab9f5dcb6f79c0236d954acb382202721e704223a8aafa38b5c8/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f", size = 24801, upload-time = "2025-09-27T18:36:59.739Z" }, + { url = "https://files.pythonhosted.org/packages/6a/70/3780e9b72180b6fecb83a4814d84c3bf4b4ae4bf0b19c27196104149734c/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb", size = 22769, upload-time = "2025-09-27T18:37:00.719Z" }, + { url = "https://files.pythonhosted.org/packages/98/c5/c03c7f4125180fc215220c035beac6b9cb684bc7a067c84fc69414d315f5/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009", size = 23642, upload-time = "2025-09-27T18:37:01.673Z" }, + { url = "https://files.pythonhosted.org/packages/80/d6/2d1b89f6ca4bff1036499b1e29a1d02d282259f3681540e16563f27ebc23/markupsafe-3.0.3-cp313-cp313t-win32.whl", hash = "sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354", size = 14612, upload-time = "2025-09-27T18:37:02.639Z" }, + { url = "https://files.pythonhosted.org/packages/2b/98/e48a4bfba0a0ffcf9925fe2d69240bfaa19c6f7507b8cd09c70684a53c1e/markupsafe-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218", size = 15200, upload-time = "2025-09-27T18:37:03.582Z" }, + { url = "https://files.pythonhosted.org/packages/0e/72/e3cc540f351f316e9ed0f092757459afbc595824ca724cbc5a5d4263713f/markupsafe-3.0.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287", size = 13973, upload-time = "2025-09-27T18:37:04.929Z" }, + { url = "https://files.pythonhosted.org/packages/33/8a/8e42d4838cd89b7dde187011e97fe6c3af66d8c044997d2183fbd6d31352/markupsafe-3.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe", size = 11619, upload-time = "2025-09-27T18:37:06.342Z" }, + { url = "https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026", size = 12029, upload-time = "2025-09-27T18:37:07.213Z" }, + { url = "https://files.pythonhosted.org/packages/da/ef/e648bfd021127bef5fa12e1720ffed0c6cbb8310c8d9bea7266337ff06de/markupsafe-3.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737", size = 24408, upload-time = "2025-09-27T18:37:09.572Z" }, + { url = "https://files.pythonhosted.org/packages/41/3c/a36c2450754618e62008bf7435ccb0f88053e07592e6028a34776213d877/markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97", size = 23005, upload-time = "2025-09-27T18:37:10.58Z" }, + { url = "https://files.pythonhosted.org/packages/bc/20/b7fdf89a8456b099837cd1dc21974632a02a999ec9bf7ca3e490aacd98e7/markupsafe-3.0.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d", size = 22048, upload-time = "2025-09-27T18:37:11.547Z" }, + { url = "https://files.pythonhosted.org/packages/9a/a7/591f592afdc734f47db08a75793a55d7fbcc6902a723ae4cfbab61010cc5/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda", size = 23821, upload-time = "2025-09-27T18:37:12.48Z" }, + { url = "https://files.pythonhosted.org/packages/7d/33/45b24e4f44195b26521bc6f1a82197118f74df348556594bd2262bda1038/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf", size = 21606, upload-time = "2025-09-27T18:37:13.485Z" }, + { url = "https://files.pythonhosted.org/packages/ff/0e/53dfaca23a69fbfbbf17a4b64072090e70717344c52eaaaa9c5ddff1e5f0/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe", size = 23043, upload-time = "2025-09-27T18:37:14.408Z" }, + { url = "https://files.pythonhosted.org/packages/46/11/f333a06fc16236d5238bfe74daccbca41459dcd8d1fa952e8fbd5dccfb70/markupsafe-3.0.3-cp314-cp314-win32.whl", hash = "sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9", size = 14747, upload-time = "2025-09-27T18:37:15.36Z" }, + { url = "https://files.pythonhosted.org/packages/28/52/182836104b33b444e400b14f797212f720cbc9ed6ba34c800639d154e821/markupsafe-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581", size = 15341, upload-time = "2025-09-27T18:37:16.496Z" }, + { url = "https://files.pythonhosted.org/packages/6f/18/acf23e91bd94fd7b3031558b1f013adfa21a8e407a3fdb32745538730382/markupsafe-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4", size = 14073, upload-time = "2025-09-27T18:37:17.476Z" }, + { url = "https://files.pythonhosted.org/packages/3c/f0/57689aa4076e1b43b15fdfa646b04653969d50cf30c32a102762be2485da/markupsafe-3.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab", size = 11661, upload-time = "2025-09-27T18:37:18.453Z" }, + { url = "https://files.pythonhosted.org/packages/89/c3/2e67a7ca217c6912985ec766c6393b636fb0c2344443ff9d91404dc4c79f/markupsafe-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175", size = 12069, upload-time = "2025-09-27T18:37:19.332Z" }, + { url = "https://files.pythonhosted.org/packages/f0/00/be561dce4e6ca66b15276e184ce4b8aec61fe83662cce2f7d72bd3249d28/markupsafe-3.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634", size = 25670, upload-time = "2025-09-27T18:37:20.245Z" }, + { url = "https://files.pythonhosted.org/packages/50/09/c419f6f5a92e5fadde27efd190eca90f05e1261b10dbd8cbcb39cd8ea1dc/markupsafe-3.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50", size = 23598, upload-time = "2025-09-27T18:37:21.177Z" }, + { url = "https://files.pythonhosted.org/packages/22/44/a0681611106e0b2921b3033fc19bc53323e0b50bc70cffdd19f7d679bb66/markupsafe-3.0.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e", size = 23261, upload-time = "2025-09-27T18:37:22.167Z" }, + { url = "https://files.pythonhosted.org/packages/5f/57/1b0b3f100259dc9fffe780cfb60d4be71375510e435efec3d116b6436d43/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5", size = 24835, upload-time = "2025-09-27T18:37:23.296Z" }, + { url = "https://files.pythonhosted.org/packages/26/6a/4bf6d0c97c4920f1597cc14dd720705eca0bf7c787aebc6bb4d1bead5388/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523", size = 22733, upload-time = "2025-09-27T18:37:24.237Z" }, + { url = "https://files.pythonhosted.org/packages/14/c7/ca723101509b518797fedc2fdf79ba57f886b4aca8a7d31857ba3ee8281f/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc", size = 23672, upload-time = "2025-09-27T18:37:25.271Z" }, + { url = "https://files.pythonhosted.org/packages/fb/df/5bd7a48c256faecd1d36edc13133e51397e41b73bb77e1a69deab746ebac/markupsafe-3.0.3-cp314-cp314t-win32.whl", hash = "sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d", size = 14819, upload-time = "2025-09-27T18:37:26.285Z" }, + { url = "https://files.pythonhosted.org/packages/1a/8a/0402ba61a2f16038b48b39bccca271134be00c5c9f0f623208399333c448/markupsafe-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9", size = 15426, upload-time = "2025-09-27T18:37:27.316Z" }, + { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146, upload-time = "2025-09-27T18:37:28.327Z" }, +] + +[[package]] +name = "matplotlib-inline" +version = "0.2.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "traitlets" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/c7/74/97e72a36efd4ae2bccb3463284300f8953f199b5ffbc04cbbb0ec78f74b1/matplotlib_inline-0.2.1.tar.gz", hash = "sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe", size = 8110, upload-time = "2025-10-23T09:00:22.126Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl", hash = "sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76", size = 9516, upload-time = "2025-10-23T09:00:20.675Z" }, +] + +[[package]] +name = "mdurl" +version = "0.1.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" }, +] + +[[package]] +name = "multidict" +version = "6.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/80/1e/5492c365f222f907de1039b91f922b93fa4f764c713ee858d235495d8f50/multidict-6.7.0.tar.gz", hash = "sha256:c6e99d9a65ca282e578dfea819cfa9c0a62b2499d8677392e09feaf305e9e6f5", size = 101834, upload-time = "2025-10-06T14:52:30.657Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c2/9e/9f61ac18d9c8b475889f32ccfa91c9f59363480613fc807b6e3023d6f60b/multidict-6.7.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:8a3862568a36d26e650a19bb5cbbba14b71789032aebc0423f8cc5f150730184", size = 76877, upload-time = "2025-10-06T14:49:20.884Z" }, + { url = "https://files.pythonhosted.org/packages/38/6f/614f09a04e6184f8824268fce4bc925e9849edfa654ddd59f0b64508c595/multidict-6.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:960c60b5849b9b4f9dcc9bea6e3626143c252c74113df2c1540aebce70209b45", size = 45467, upload-time = "2025-10-06T14:49:22.054Z" }, + { url = "https://files.pythonhosted.org/packages/b3/93/c4f67a436dd026f2e780c433277fff72be79152894d9fc36f44569cab1a6/multidict-6.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2049be98fb57a31b4ccf870bf377af2504d4ae35646a19037ec271e4c07998aa", size = 43834, upload-time = "2025-10-06T14:49:23.566Z" }, + { url = "https://files.pythonhosted.org/packages/7f/f5/013798161ca665e4a422afbc5e2d9e4070142a9ff8905e482139cd09e4d0/multidict-6.7.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0934f3843a1860dd465d38895c17fce1f1cb37295149ab05cd1b9a03afacb2a7", size = 250545, upload-time = "2025-10-06T14:49:24.882Z" }, + { url = "https://files.pythonhosted.org/packages/71/2f/91dbac13e0ba94669ea5119ba267c9a832f0cb65419aca75549fcf09a3dc/multidict-6.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b3e34f3a1b8131ba06f1a73adab24f30934d148afcd5f5de9a73565a4404384e", size = 258305, upload-time = "2025-10-06T14:49:26.778Z" }, + { url = "https://files.pythonhosted.org/packages/ef/b0/754038b26f6e04488b48ac621f779c341338d78503fb45403755af2df477/multidict-6.7.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:efbb54e98446892590dc2458c19c10344ee9a883a79b5cec4bc34d6656e8d546", size = 242363, upload-time = "2025-10-06T14:49:28.562Z" }, + { url = "https://files.pythonhosted.org/packages/87/15/9da40b9336a7c9fa606c4cf2ed80a649dffeb42b905d4f63a1d7eb17d746/multidict-6.7.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a35c5fc61d4f51eb045061e7967cfe3123d622cd500e8868e7c0c592a09fedc4", size = 268375, upload-time = "2025-10-06T14:49:29.96Z" }, + { url = "https://files.pythonhosted.org/packages/82/72/c53fcade0cc94dfaad583105fd92b3a783af2091eddcb41a6d5a52474000/multidict-6.7.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29fe6740ebccba4175af1b9b87bf553e9c15cd5868ee967e010efcf94e4fd0f1", size = 269346, upload-time = "2025-10-06T14:49:31.404Z" }, + { url = "https://files.pythonhosted.org/packages/0d/e2/9baffdae21a76f77ef8447f1a05a96ec4bc0a24dae08767abc0a2fe680b8/multidict-6.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:123e2a72e20537add2f33a79e605f6191fba2afda4cbb876e35c1a7074298a7d", size = 256107, upload-time = "2025-10-06T14:49:32.974Z" }, + { url = "https://files.pythonhosted.org/packages/3c/06/3f06f611087dc60d65ef775f1fb5aca7c6d61c6db4990e7cda0cef9b1651/multidict-6.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b284e319754366c1aee2267a2036248b24eeb17ecd5dc16022095e747f2f4304", size = 253592, upload-time = "2025-10-06T14:49:34.52Z" }, + { url = "https://files.pythonhosted.org/packages/20/24/54e804ec7945b6023b340c412ce9c3f81e91b3bf5fa5ce65558740141bee/multidict-6.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:803d685de7be4303b5a657b76e2f6d1240e7e0a8aa2968ad5811fa2285553a12", size = 251024, upload-time = "2025-10-06T14:49:35.956Z" }, + { url = "https://files.pythonhosted.org/packages/14/48/011cba467ea0b17ceb938315d219391d3e421dfd35928e5dbdc3f4ae76ef/multidict-6.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:c04a328260dfd5db8c39538f999f02779012268f54614902d0afc775d44e0a62", size = 251484, upload-time = "2025-10-06T14:49:37.631Z" }, + { url = "https://files.pythonhosted.org/packages/0d/2f/919258b43bb35b99fa127435cfb2d91798eb3a943396631ef43e3720dcf4/multidict-6.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8a19cdb57cd3df4cd865849d93ee14920fb97224300c88501f16ecfa2604b4e0", size = 263579, upload-time = "2025-10-06T14:49:39.502Z" }, + { url = "https://files.pythonhosted.org/packages/31/22/a0e884d86b5242b5a74cf08e876bdf299e413016b66e55511f7a804a366e/multidict-6.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9b2fd74c52accced7e75de26023b7dccee62511a600e62311b918ec5c168fc2a", size = 259654, upload-time = "2025-10-06T14:49:41.32Z" }, + { url = "https://files.pythonhosted.org/packages/b2/e5/17e10e1b5c5f5a40f2fcbb45953c9b215f8a4098003915e46a93f5fcaa8f/multidict-6.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3e8bfdd0e487acf992407a140d2589fe598238eaeffa3da8448d63a63cd363f8", size = 251511, upload-time = "2025-10-06T14:49:46.021Z" }, + { url = "https://files.pythonhosted.org/packages/e3/9a/201bb1e17e7af53139597069c375e7b0dcbd47594604f65c2d5359508566/multidict-6.7.0-cp312-cp312-win32.whl", hash = "sha256:dd32a49400a2c3d52088e120ee00c1e3576cbff7e10b98467962c74fdb762ed4", size = 41895, upload-time = "2025-10-06T14:49:48.718Z" }, + { url = "https://files.pythonhosted.org/packages/46/e2/348cd32faad84eaf1d20cce80e2bb0ef8d312c55bca1f7fa9865e7770aaf/multidict-6.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:92abb658ef2d7ef22ac9f8bb88e8b6c3e571671534e029359b6d9e845923eb1b", size = 46073, upload-time = "2025-10-06T14:49:50.28Z" }, + { url = "https://files.pythonhosted.org/packages/25/ec/aad2613c1910dce907480e0c3aa306905830f25df2e54ccc9dea450cb5aa/multidict-6.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:490dab541a6a642ce1a9d61a4781656b346a55c13038f0b1244653828e3a83ec", size = 43226, upload-time = "2025-10-06T14:49:52.304Z" }, + { url = "https://files.pythonhosted.org/packages/d2/86/33272a544eeb36d66e4d9a920602d1a2f57d4ebea4ef3cdfe5a912574c95/multidict-6.7.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bee7c0588aa0076ce77c0ea5d19a68d76ad81fcd9fe8501003b9a24f9d4000f6", size = 76135, upload-time = "2025-10-06T14:49:54.26Z" }, + { url = "https://files.pythonhosted.org/packages/91/1c/eb97db117a1ebe46d457a3d235a7b9d2e6dcab174f42d1b67663dd9e5371/multidict-6.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7ef6b61cad77091056ce0e7ce69814ef72afacb150b7ac6a3e9470def2198159", size = 45117, upload-time = "2025-10-06T14:49:55.82Z" }, + { url = "https://files.pythonhosted.org/packages/f1/d8/6c3442322e41fb1dd4de8bd67bfd11cd72352ac131f6368315617de752f1/multidict-6.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9c0359b1ec12b1d6849c59f9d319610b7f20ef990a6d454ab151aa0e3b9f78ca", size = 43472, upload-time = "2025-10-06T14:49:57.048Z" }, + { url = "https://files.pythonhosted.org/packages/75/3f/e2639e80325af0b6c6febdf8e57cc07043ff15f57fa1ef808f4ccb5ac4cd/multidict-6.7.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cd240939f71c64bd658f186330603aac1a9a81bf6273f523fca63673cb7378a8", size = 249342, upload-time = "2025-10-06T14:49:58.368Z" }, + { url = "https://files.pythonhosted.org/packages/5d/cc/84e0585f805cbeaa9cbdaa95f9a3d6aed745b9d25700623ac89a6ecff400/multidict-6.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a60a4d75718a5efa473ebd5ab685786ba0c67b8381f781d1be14da49f1a2dc60", size = 257082, upload-time = "2025-10-06T14:49:59.89Z" }, + { url = "https://files.pythonhosted.org/packages/b0/9c/ac851c107c92289acbbf5cfb485694084690c1b17e555f44952c26ddc5bd/multidict-6.7.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:53a42d364f323275126aff81fb67c5ca1b7a04fda0546245730a55c8c5f24bc4", size = 240704, upload-time = "2025-10-06T14:50:01.485Z" }, + { url = "https://files.pythonhosted.org/packages/50/cc/5f93e99427248c09da95b62d64b25748a5f5c98c7c2ab09825a1d6af0e15/multidict-6.7.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3b29b980d0ddbecb736735ee5bef69bb2ddca56eff603c86f3f29a1128299b4f", size = 266355, upload-time = "2025-10-06T14:50:02.955Z" }, + { url = "https://files.pythonhosted.org/packages/ec/0c/2ec1d883ceb79c6f7f6d7ad90c919c898f5d1c6ea96d322751420211e072/multidict-6.7.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f8a93b1c0ed2d04b97a5e9336fd2d33371b9a6e29ab7dd6503d63407c20ffbaf", size = 267259, upload-time = "2025-10-06T14:50:04.446Z" }, + { url = "https://files.pythonhosted.org/packages/c6/2d/f0b184fa88d6630aa267680bdb8623fb69cb0d024b8c6f0d23f9a0f406d3/multidict-6.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9ff96e8815eecacc6645da76c413eb3b3d34cfca256c70b16b286a687d013c32", size = 254903, upload-time = "2025-10-06T14:50:05.98Z" }, + { url = "https://files.pythonhosted.org/packages/06/c9/11ea263ad0df7dfabcad404feb3c0dd40b131bc7f232d5537f2fb1356951/multidict-6.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7516c579652f6a6be0e266aec0acd0db80829ca305c3d771ed898538804c2036", size = 252365, upload-time = "2025-10-06T14:50:07.511Z" }, + { url = "https://files.pythonhosted.org/packages/41/88/d714b86ee2c17d6e09850c70c9d310abac3d808ab49dfa16b43aba9d53fd/multidict-6.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:040f393368e63fb0f3330e70c26bfd336656bed925e5cbe17c9da839a6ab13ec", size = 250062, upload-time = "2025-10-06T14:50:09.074Z" }, + { url = "https://files.pythonhosted.org/packages/15/fe/ad407bb9e818c2b31383f6131ca19ea7e35ce93cf1310fce69f12e89de75/multidict-6.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b3bc26a951007b1057a1c543af845f1c7e3e71cc240ed1ace7bf4484aa99196e", size = 249683, upload-time = "2025-10-06T14:50:10.714Z" }, + { url = "https://files.pythonhosted.org/packages/8c/a4/a89abdb0229e533fb925e7c6e5c40201c2873efebc9abaf14046a4536ee6/multidict-6.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:7b022717c748dd1992a83e219587aabe45980d88969f01b316e78683e6285f64", size = 261254, upload-time = "2025-10-06T14:50:12.28Z" }, + { url = "https://files.pythonhosted.org/packages/8d/aa/0e2b27bd88b40a4fb8dc53dd74eecac70edaa4c1dd0707eb2164da3675b3/multidict-6.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:9600082733859f00d79dee64effc7aef1beb26adb297416a4ad2116fd61374bd", size = 257967, upload-time = "2025-10-06T14:50:14.16Z" }, + { url = "https://files.pythonhosted.org/packages/d0/8e/0c67b7120d5d5f6d874ed85a085f9dc770a7f9d8813e80f44a9fec820bb7/multidict-6.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:94218fcec4d72bc61df51c198d098ce2b378e0ccbac41ddbed5ef44092913288", size = 250085, upload-time = "2025-10-06T14:50:15.639Z" }, + { url = "https://files.pythonhosted.org/packages/ba/55/b73e1d624ea4b8fd4dd07a3bb70f6e4c7c6c5d9d640a41c6ffe5cdbd2a55/multidict-6.7.0-cp313-cp313-win32.whl", hash = "sha256:a37bd74c3fa9d00be2d7b8eca074dc56bd8077ddd2917a839bd989612671ed17", size = 41713, upload-time = "2025-10-06T14:50:17.066Z" }, + { url = "https://files.pythonhosted.org/packages/32/31/75c59e7d3b4205075b4c183fa4ca398a2daf2303ddf616b04ae6ef55cffe/multidict-6.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390", size = 45915, upload-time = "2025-10-06T14:50:18.264Z" }, + { url = "https://files.pythonhosted.org/packages/31/2a/8987831e811f1184c22bc2e45844934385363ee61c0a2dcfa8f71b87e608/multidict-6.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:ea3334cabe4d41b7ccd01e4d349828678794edbc2d3ae97fc162a3312095092e", size = 43077, upload-time = "2025-10-06T14:50:19.853Z" }, + { url = "https://files.pythonhosted.org/packages/e8/68/7b3a5170a382a340147337b300b9eb25a9ddb573bcdfff19c0fa3f31ffba/multidict-6.7.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:ad9ce259f50abd98a1ca0aa6e490b58c316a0fce0617f609723e40804add2c00", size = 83114, upload-time = "2025-10-06T14:50:21.223Z" }, + { url = "https://files.pythonhosted.org/packages/55/5c/3fa2d07c84df4e302060f555bbf539310980362236ad49f50eeb0a1c1eb9/multidict-6.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07f5594ac6d084cbb5de2df218d78baf55ef150b91f0ff8a21cc7a2e3a5a58eb", size = 48442, upload-time = "2025-10-06T14:50:22.871Z" }, + { url = "https://files.pythonhosted.org/packages/fc/56/67212d33239797f9bd91962bb899d72bb0f4c35a8652dcdb8ed049bef878/multidict-6.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0591b48acf279821a579282444814a2d8d0af624ae0bc600aa4d1b920b6e924b", size = 46885, upload-time = "2025-10-06T14:50:24.258Z" }, + { url = "https://files.pythonhosted.org/packages/46/d1/908f896224290350721597a61a69cd19b89ad8ee0ae1f38b3f5cd12ea2ac/multidict-6.7.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:749a72584761531d2b9467cfbdfd29487ee21124c304c4b6cb760d8777b27f9c", size = 242588, upload-time = "2025-10-06T14:50:25.716Z" }, + { url = "https://files.pythonhosted.org/packages/ab/67/8604288bbd68680eee0ab568fdcb56171d8b23a01bcd5cb0c8fedf6e5d99/multidict-6.7.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b4c3d199f953acd5b446bf7c0de1fe25d94e09e79086f8dc2f48a11a129cdf1", size = 249966, upload-time = "2025-10-06T14:50:28.192Z" }, + { url = "https://files.pythonhosted.org/packages/20/33/9228d76339f1ba51e3efef7da3ebd91964d3006217aae13211653193c3ff/multidict-6.7.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9fb0211dfc3b51efea2f349ec92c114d7754dd62c01f81c3e32b765b70c45c9b", size = 228618, upload-time = "2025-10-06T14:50:29.82Z" }, + { url = "https://files.pythonhosted.org/packages/f8/2d/25d9b566d10cab1c42b3b9e5b11ef79c9111eaf4463b8c257a3bd89e0ead/multidict-6.7.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a027ec240fe73a8d6281872690b988eed307cd7d91b23998ff35ff577ca688b5", size = 257539, upload-time = "2025-10-06T14:50:31.731Z" }, + { url = "https://files.pythonhosted.org/packages/b6/b1/8d1a965e6637fc33de3c0d8f414485c2b7e4af00f42cab3d84e7b955c222/multidict-6.7.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1d964afecdf3a8288789df2f5751dc0a8261138c3768d9af117ed384e538fad", size = 256345, upload-time = "2025-10-06T14:50:33.26Z" }, + { url = "https://files.pythonhosted.org/packages/ba/0c/06b5a8adbdeedada6f4fb8d8f193d44a347223b11939b42953eeb6530b6b/multidict-6.7.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:caf53b15b1b7df9fbd0709aa01409000a2b4dd03a5f6f5cc548183c7c8f8b63c", size = 247934, upload-time = "2025-10-06T14:50:34.808Z" }, + { url = "https://files.pythonhosted.org/packages/8f/31/b2491b5fe167ca044c6eb4b8f2c9f3b8a00b24c432c365358eadac5d7625/multidict-6.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:654030da3197d927f05a536a66186070e98765aa5142794c9904555d3a9d8fb5", size = 245243, upload-time = "2025-10-06T14:50:36.436Z" }, + { url = "https://files.pythonhosted.org/packages/61/1a/982913957cb90406c8c94f53001abd9eafc271cb3e70ff6371590bec478e/multidict-6.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:2090d3718829d1e484706a2f525e50c892237b2bf9b17a79b059cb98cddc2f10", size = 235878, upload-time = "2025-10-06T14:50:37.953Z" }, + { url = "https://files.pythonhosted.org/packages/be/c0/21435d804c1a1cf7a2608593f4d19bca5bcbd7a81a70b253fdd1c12af9c0/multidict-6.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:2d2cfeec3f6f45651b3d408c4acec0ebf3daa9bc8a112a084206f5db5d05b754", size = 243452, upload-time = "2025-10-06T14:50:39.574Z" }, + { url = "https://files.pythonhosted.org/packages/54/0a/4349d540d4a883863191be6eb9a928846d4ec0ea007d3dcd36323bb058ac/multidict-6.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:4ef089f985b8c194d341eb2c24ae6e7408c9a0e2e5658699c92f497437d88c3c", size = 252312, upload-time = "2025-10-06T14:50:41.612Z" }, + { url = "https://files.pythonhosted.org/packages/26/64/d5416038dbda1488daf16b676e4dbfd9674dde10a0cc8f4fc2b502d8125d/multidict-6.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e93a0617cd16998784bf4414c7e40f17a35d2350e5c6f0bd900d3a8e02bd3762", size = 246935, upload-time = "2025-10-06T14:50:43.972Z" }, + { url = "https://files.pythonhosted.org/packages/9f/8c/8290c50d14e49f35e0bd4abc25e1bc7711149ca9588ab7d04f886cdf03d9/multidict-6.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f0feece2ef8ebc42ed9e2e8c78fc4aa3cf455733b507c09ef7406364c94376c6", size = 243385, upload-time = "2025-10-06T14:50:45.648Z" }, + { url = "https://files.pythonhosted.org/packages/ef/a0/f83ae75e42d694b3fbad3e047670e511c138be747bc713cf1b10d5096416/multidict-6.7.0-cp313-cp313t-win32.whl", hash = "sha256:19a1d55338ec1be74ef62440ca9e04a2f001a04d0cc49a4983dc320ff0f3212d", size = 47777, upload-time = "2025-10-06T14:50:47.154Z" }, + { url = "https://files.pythonhosted.org/packages/dc/80/9b174a92814a3830b7357307a792300f42c9e94664b01dee8e457551fa66/multidict-6.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:3da4fb467498df97e986af166b12d01f05d2e04f978a9c1c680ea1988e0bc4b6", size = 53104, upload-time = "2025-10-06T14:50:48.851Z" }, + { url = "https://files.pythonhosted.org/packages/cc/28/04baeaf0428d95bb7a7bea0e691ba2f31394338ba424fb0679a9ed0f4c09/multidict-6.7.0-cp313-cp313t-win_arm64.whl", hash = "sha256:b4121773c49a0776461f4a904cdf6264c88e42218aaa8407e803ca8025872792", size = 45503, upload-time = "2025-10-06T14:50:50.16Z" }, + { url = "https://files.pythonhosted.org/packages/e2/b1/3da6934455dd4b261d4c72f897e3a5728eba81db59959f3a639245891baa/multidict-6.7.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3bab1e4aff7adaa34410f93b1f8e57c4b36b9af0426a76003f441ee1d3c7e842", size = 75128, upload-time = "2025-10-06T14:50:51.92Z" }, + { url = "https://files.pythonhosted.org/packages/14/2c/f069cab5b51d175a1a2cb4ccdf7a2c2dabd58aa5bd933fa036a8d15e2404/multidict-6.7.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:b8512bac933afc3e45fb2b18da8e59b78d4f408399a960339598374d4ae3b56b", size = 44410, upload-time = "2025-10-06T14:50:53.275Z" }, + { url = "https://files.pythonhosted.org/packages/42/e2/64bb41266427af6642b6b128e8774ed84c11b80a90702c13ac0a86bb10cc/multidict-6.7.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:79dcf9e477bc65414ebfea98ffd013cb39552b5ecd62908752e0e413d6d06e38", size = 43205, upload-time = "2025-10-06T14:50:54.911Z" }, + { url = "https://files.pythonhosted.org/packages/02/68/6b086fef8a3f1a8541b9236c594f0c9245617c29841f2e0395d979485cde/multidict-6.7.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:31bae522710064b5cbeddaf2e9f32b1abab70ac6ac91d42572502299e9953128", size = 245084, upload-time = "2025-10-06T14:50:56.369Z" }, + { url = "https://files.pythonhosted.org/packages/15/ee/f524093232007cd7a75c1d132df70f235cfd590a7c9eaccd7ff422ef4ae8/multidict-6.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a0df7ff02397bb63e2fd22af2c87dfa39e8c7f12947bc524dbdc528282c7e34", size = 252667, upload-time = "2025-10-06T14:50:57.991Z" }, + { url = "https://files.pythonhosted.org/packages/02/a5/eeb3f43ab45878f1895118c3ef157a480db58ede3f248e29b5354139c2c9/multidict-6.7.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7a0222514e8e4c514660e182d5156a415c13ef0aabbd71682fc714e327b95e99", size = 233590, upload-time = "2025-10-06T14:50:59.589Z" }, + { url = "https://files.pythonhosted.org/packages/6a/1e/76d02f8270b97269d7e3dbd45644b1785bda457b474315f8cf999525a193/multidict-6.7.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2397ab4daaf2698eb51a76721e98db21ce4f52339e535725de03ea962b5a3202", size = 264112, upload-time = "2025-10-06T14:51:01.183Z" }, + { url = "https://files.pythonhosted.org/packages/76/0b/c28a70ecb58963847c2a8efe334904cd254812b10e535aefb3bcce513918/multidict-6.7.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8891681594162635948a636c9fe0ff21746aeb3dd5463f6e25d9bea3a8a39ca1", size = 261194, upload-time = "2025-10-06T14:51:02.794Z" }, + { url = "https://files.pythonhosted.org/packages/b4/63/2ab26e4209773223159b83aa32721b4021ffb08102f8ac7d689c943fded1/multidict-6.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18706cc31dbf402a7945916dd5cddf160251b6dab8a2c5f3d6d5a55949f676b3", size = 248510, upload-time = "2025-10-06T14:51:04.724Z" }, + { url = "https://files.pythonhosted.org/packages/93/cd/06c1fa8282af1d1c46fd55c10a7930af652afdce43999501d4d68664170c/multidict-6.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f844a1bbf1d207dd311a56f383f7eda2d0e134921d45751842d8235e7778965d", size = 248395, upload-time = "2025-10-06T14:51:06.306Z" }, + { url = "https://files.pythonhosted.org/packages/99/ac/82cb419dd6b04ccf9e7e61befc00c77614fc8134362488b553402ecd55ce/multidict-6.7.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:d4393e3581e84e5645506923816b9cc81f5609a778c7e7534054091acc64d1c6", size = 239520, upload-time = "2025-10-06T14:51:08.091Z" }, + { url = "https://files.pythonhosted.org/packages/fa/f3/a0f9bf09493421bd8716a362e0cd1d244f5a6550f5beffdd6b47e885b331/multidict-6.7.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:fbd18dc82d7bf274b37aa48d664534330af744e03bccf696d6f4c6042e7d19e7", size = 245479, upload-time = "2025-10-06T14:51:10.365Z" }, + { url = "https://files.pythonhosted.org/packages/8d/01/476d38fc73a212843f43c852b0eee266b6971f0e28329c2184a8df90c376/multidict-6.7.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:b6234e14f9314731ec45c42fc4554b88133ad53a09092cc48a88e771c125dadb", size = 258903, upload-time = "2025-10-06T14:51:12.466Z" }, + { url = "https://files.pythonhosted.org/packages/49/6d/23faeb0868adba613b817d0e69c5f15531b24d462af8012c4f6de4fa8dc3/multidict-6.7.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:08d4379f9744d8f78d98c8673c06e202ffa88296f009c71bbafe8a6bf847d01f", size = 252333, upload-time = "2025-10-06T14:51:14.48Z" }, + { url = "https://files.pythonhosted.org/packages/1e/cc/48d02ac22b30fa247f7dad82866e4b1015431092f4ba6ebc7e77596e0b18/multidict-6.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:9fe04da3f79387f450fd0061d4dd2e45a72749d31bf634aecc9e27f24fdc4b3f", size = 243411, upload-time = "2025-10-06T14:51:16.072Z" }, + { url = "https://files.pythonhosted.org/packages/4a/03/29a8bf5a18abf1fe34535c88adbdfa88c9fb869b5a3b120692c64abe8284/multidict-6.7.0-cp314-cp314-win32.whl", hash = "sha256:fbafe31d191dfa7c4c51f7a6149c9fb7e914dcf9ffead27dcfd9f1ae382b3885", size = 40940, upload-time = "2025-10-06T14:51:17.544Z" }, + { url = "https://files.pythonhosted.org/packages/82/16/7ed27b680791b939de138f906d5cf2b4657b0d45ca6f5dd6236fdddafb1a/multidict-6.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c", size = 45087, upload-time = "2025-10-06T14:51:18.875Z" }, + { url = "https://files.pythonhosted.org/packages/cd/3c/e3e62eb35a1950292fe39315d3c89941e30a9d07d5d2df42965ab041da43/multidict-6.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:ba672b26069957ee369cfa7fc180dde1fc6f176eaf1e6beaf61fbebbd3d9c000", size = 42368, upload-time = "2025-10-06T14:51:20.225Z" }, + { url = "https://files.pythonhosted.org/packages/8b/40/cd499bd0dbc5f1136726db3153042a735fffd0d77268e2ee20d5f33c010f/multidict-6.7.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:c1dcc7524066fa918c6a27d61444d4ee7900ec635779058571f70d042d86ed63", size = 82326, upload-time = "2025-10-06T14:51:21.588Z" }, + { url = "https://files.pythonhosted.org/packages/13/8a/18e031eca251c8df76daf0288e6790561806e439f5ce99a170b4af30676b/multidict-6.7.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:27e0b36c2d388dc7b6ced3406671b401e84ad7eb0656b8f3a2f46ed0ce483718", size = 48065, upload-time = "2025-10-06T14:51:22.93Z" }, + { url = "https://files.pythonhosted.org/packages/40/71/5e6701277470a87d234e433fb0a3a7deaf3bcd92566e421e7ae9776319de/multidict-6.7.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a7baa46a22e77f0988e3b23d4ede5513ebec1929e34ee9495be535662c0dfe2", size = 46475, upload-time = "2025-10-06T14:51:24.352Z" }, + { url = "https://files.pythonhosted.org/packages/fe/6a/bab00cbab6d9cfb57afe1663318f72ec28289ea03fd4e8236bb78429893a/multidict-6.7.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7bf77f54997a9166a2f5675d1201520586439424c2511723a7312bdb4bcc034e", size = 239324, upload-time = "2025-10-06T14:51:25.822Z" }, + { url = "https://files.pythonhosted.org/packages/2a/5f/8de95f629fc22a7769ade8b41028e3e5a822c1f8904f618d175945a81ad3/multidict-6.7.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e011555abada53f1578d63389610ac8a5400fc70ce71156b0aa30d326f1a5064", size = 246877, upload-time = "2025-10-06T14:51:27.604Z" }, + { url = "https://files.pythonhosted.org/packages/23/b4/38881a960458f25b89e9f4a4fdcb02ac101cfa710190db6e5528841e67de/multidict-6.7.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:28b37063541b897fd6a318007373930a75ca6d6ac7c940dbe14731ffdd8d498e", size = 225824, upload-time = "2025-10-06T14:51:29.664Z" }, + { url = "https://files.pythonhosted.org/packages/1e/39/6566210c83f8a261575f18e7144736059f0c460b362e96e9cf797a24b8e7/multidict-6.7.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:05047ada7a2fde2631a0ed706f1fd68b169a681dfe5e4cf0f8e4cb6618bbc2cd", size = 253558, upload-time = "2025-10-06T14:51:31.684Z" }, + { url = "https://files.pythonhosted.org/packages/00/a3/67f18315100f64c269f46e6c0319fa87ba68f0f64f2b8e7fd7c72b913a0b/multidict-6.7.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:716133f7d1d946a4e1b91b1756b23c088881e70ff180c24e864c26192ad7534a", size = 252339, upload-time = "2025-10-06T14:51:33.699Z" }, + { url = "https://files.pythonhosted.org/packages/c8/2a/1cb77266afee2458d82f50da41beba02159b1d6b1f7973afc9a1cad1499b/multidict-6.7.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d1bed1b467ef657f2a0ae62844a607909ef1c6889562de5e1d505f74457d0b96", size = 244895, upload-time = "2025-10-06T14:51:36.189Z" }, + { url = "https://files.pythonhosted.org/packages/dd/72/09fa7dd487f119b2eb9524946ddd36e2067c08510576d43ff68469563b3b/multidict-6.7.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ca43bdfa5d37bd6aee89d85e1d0831fb86e25541be7e9d376ead1b28974f8e5e", size = 241862, upload-time = "2025-10-06T14:51:41.291Z" }, + { url = "https://files.pythonhosted.org/packages/65/92/bc1f8bd0853d8669300f732c801974dfc3702c3eeadae2f60cef54dc69d7/multidict-6.7.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:44b546bd3eb645fd26fb949e43c02a25a2e632e2ca21a35e2e132c8105dc8599", size = 232376, upload-time = "2025-10-06T14:51:43.55Z" }, + { url = "https://files.pythonhosted.org/packages/09/86/ac39399e5cb9d0c2ac8ef6e10a768e4d3bc933ac808d49c41f9dc23337eb/multidict-6.7.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a6ef16328011d3f468e7ebc326f24c1445f001ca1dec335b2f8e66bed3006394", size = 240272, upload-time = "2025-10-06T14:51:45.265Z" }, + { url = "https://files.pythonhosted.org/packages/3d/b6/fed5ac6b8563ec72df6cb1ea8dac6d17f0a4a1f65045f66b6d3bf1497c02/multidict-6.7.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:5aa873cbc8e593d361ae65c68f85faadd755c3295ea2c12040ee146802f23b38", size = 248774, upload-time = "2025-10-06T14:51:46.836Z" }, + { url = "https://files.pythonhosted.org/packages/6b/8d/b954d8c0dc132b68f760aefd45870978deec6818897389dace00fcde32ff/multidict-6.7.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:3d7b6ccce016e29df4b7ca819659f516f0bc7a4b3efa3bb2012ba06431b044f9", size = 242731, upload-time = "2025-10-06T14:51:48.541Z" }, + { url = "https://files.pythonhosted.org/packages/16/9d/a2dac7009125d3540c2f54e194829ea18ac53716c61b655d8ed300120b0f/multidict-6.7.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:171b73bd4ee683d307599b66793ac80981b06f069b62eea1c9e29c9241aa66b0", size = 240193, upload-time = "2025-10-06T14:51:50.355Z" }, + { url = "https://files.pythonhosted.org/packages/39/ca/c05f144128ea232ae2178b008d5011d4e2cea86e4ee8c85c2631b1b94802/multidict-6.7.0-cp314-cp314t-win32.whl", hash = "sha256:b2d7f80c4e1fd010b07cb26820aae86b7e73b681ee4889684fb8d2d4537aab13", size = 48023, upload-time = "2025-10-06T14:51:51.883Z" }, + { url = "https://files.pythonhosted.org/packages/ba/8f/0a60e501584145588be1af5cc829265701ba3c35a64aec8e07cbb71d39bb/multidict-6.7.0-cp314-cp314t-win_amd64.whl", hash = "sha256:09929cab6fcb68122776d575e03c6cc64ee0b8fca48d17e135474b042ce515cd", size = 53507, upload-time = "2025-10-06T14:51:53.672Z" }, + { url = "https://files.pythonhosted.org/packages/7f/ae/3148b988a9c6239903e786eac19c889fab607c31d6efa7fb2147e5680f23/multidict-6.7.0-cp314-cp314t-win_arm64.whl", hash = "sha256:cc41db090ed742f32bd2d2c721861725e6109681eddf835d0a82bd3a5c382827", size = 44804, upload-time = "2025-10-06T14:51:55.415Z" }, + { url = "https://files.pythonhosted.org/packages/b7/da/7d22601b625e241d4f23ef1ebff8acfc60da633c9e7e7922e24d10f592b3/multidict-6.7.0-py3-none-any.whl", hash = "sha256:394fc5c42a333c9ffc3e421a4c85e08580d990e08b99f6bf35b4132114c5dcb3", size = 12317, upload-time = "2025-10-06T14:52:29.272Z" }, +] + +[[package]] +name = "nest-asyncio" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/83/f8/51569ac65d696c8ecbee95938f89d4abf00f47d58d48f6fbabfe8f0baefe/nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe", size = 7418, upload-time = "2024-01-21T14:25:19.227Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c", size = 5195, upload-time = "2024-01-21T14:25:17.223Z" }, +] + +[[package]] +name = "nodejs-wheel-binaries" +version = "24.11.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e4/89/da307731fdbb05a5f640b26de5b8ac0dc463fef059162accfc89e32f73bc/nodejs_wheel_binaries-24.11.1.tar.gz", hash = "sha256:413dfffeadfb91edb4d8256545dea797c237bba9b3faefea973cde92d96bb922", size = 8059, upload-time = "2025-11-18T18:21:58.207Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e4/5f/be5a4112e678143d4c15264d918f9a2dc086905c6426eb44515cf391a958/nodejs_wheel_binaries-24.11.1-py2.py3-none-macosx_13_0_arm64.whl", hash = "sha256:0e14874c3579def458245cdbc3239e37610702b0aa0975c1dc55e2cb80e42102", size = 55114309, upload-time = "2025-11-18T18:21:21.697Z" }, + { url = "https://files.pythonhosted.org/packages/fa/1c/2e9d6af2ea32b65928c42b3e5baa7a306870711d93c3536cb25fc090a80d/nodejs_wheel_binaries-24.11.1-py2.py3-none-macosx_13_0_x86_64.whl", hash = "sha256:c2741525c9874b69b3e5a6d6c9179a6fe484ea0c3d5e7b7c01121c8e5d78b7e2", size = 55285957, upload-time = "2025-11-18T18:21:27.177Z" }, + { url = "https://files.pythonhosted.org/packages/d0/79/35696d7ba41b1bd35ef8682f13d46ba38c826c59e58b86b267458eb53d87/nodejs_wheel_binaries-24.11.1-py2.py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:5ef598101b0fb1c2bf643abb76dfbf6f76f1686198ed17ae46009049ee83c546", size = 59645875, upload-time = "2025-11-18T18:21:33.004Z" }, + { url = "https://files.pythonhosted.org/packages/b4/98/2a9694adee0af72bc602a046b0632a0c89e26586090c558b1c9199b187cc/nodejs_wheel_binaries-24.11.1-py2.py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:cde41d5e4705266688a8d8071debf4f8a6fcea264c61292782672ee75a6905f9", size = 60140941, upload-time = "2025-11-18T18:21:37.228Z" }, + { url = "https://files.pythonhosted.org/packages/d0/d6/573e5e2cba9d934f5f89d0beab00c3315e2e6604eb4df0fcd1d80c5a07a8/nodejs_wheel_binaries-24.11.1-py2.py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:78bc5bb889313b565df8969bb7423849a9c7fc218bf735ff0ce176b56b3e96f0", size = 61644243, upload-time = "2025-11-18T18:21:43.325Z" }, + { url = "https://files.pythonhosted.org/packages/c7/e6/643234d5e94067df8ce8d7bba10f3804106668f7a1050aeb10fdd226ead4/nodejs_wheel_binaries-24.11.1-py2.py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:c79a7e43869ccecab1cae8183778249cceb14ca2de67b5650b223385682c6239", size = 62225657, upload-time = "2025-11-18T18:21:47.708Z" }, + { url = "https://files.pythonhosted.org/packages/4d/1c/2fb05127102a80225cab7a75c0e9edf88a0a1b79f912e1e36c7c1aaa8f4e/nodejs_wheel_binaries-24.11.1-py2.py3-none-win_amd64.whl", hash = "sha256:10197b1c9c04d79403501766f76508b0dac101ab34371ef8a46fcf51773497d0", size = 41322308, upload-time = "2025-11-18T18:21:51.347Z" }, + { url = "https://files.pythonhosted.org/packages/ad/b7/bc0cdbc2cc3a66fcac82c79912e135a0110b37b790a14c477f18e18d90cd/nodejs_wheel_binaries-24.11.1-py2.py3-none-win_arm64.whl", hash = "sha256:376b9ea1c4bc1207878975dfeb604f7aa5668c260c6154dcd2af9d42f7734116", size = 39026497, upload-time = "2025-11-18T18:21:54.634Z" }, +] + +[[package]] +name = "numba" +version = "0.62.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "llvmlite" }, + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a3/20/33dbdbfe60e5fd8e3dbfde299d106279a33d9f8308346022316781368591/numba-0.62.1.tar.gz", hash = "sha256:7b774242aa890e34c21200a1fc62e5b5757d5286267e71103257f4e2af0d5161", size = 2749817, upload-time = "2025-09-29T10:46:31.551Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5e/fa/30fa6873e9f821c0ae755915a3ca444e6ff8d6a7b6860b669a3d33377ac7/numba-0.62.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:1b743b32f8fa5fff22e19c2e906db2f0a340782caf024477b97801b918cf0494", size = 2685346, upload-time = "2025-09-29T10:43:43.677Z" }, + { url = "https://files.pythonhosted.org/packages/a9/d5/504ce8dc46e0dba2790c77e6b878ee65b60fe3e7d6d0006483ef6fde5a97/numba-0.62.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:90fa21b0142bcf08ad8e32a97d25d0b84b1e921bc9423f8dda07d3652860eef6", size = 2688139, upload-time = "2025-09-29T10:44:04.894Z" }, + { url = "https://files.pythonhosted.org/packages/50/5f/6a802741176c93f2ebe97ad90751894c7b0c922b52ba99a4395e79492205/numba-0.62.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6ef84d0ac19f1bf80431347b6f4ce3c39b7ec13f48f233a48c01e2ec06ecbc59", size = 3796453, upload-time = "2025-09-29T10:42:52.771Z" }, + { url = "https://files.pythonhosted.org/packages/7e/df/efd21527d25150c4544eccc9d0b7260a5dec4b7e98b5a581990e05a133c0/numba-0.62.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9315cc5e441300e0ca07c828a627d92a6802bcbf27c5487f31ae73783c58da53", size = 3496451, upload-time = "2025-09-29T10:43:19.279Z" }, + { url = "https://files.pythonhosted.org/packages/80/44/79bfdab12a02796bf4f1841630355c82b5a69933b1d50eb15c7fa37dabe8/numba-0.62.1-cp312-cp312-win_amd64.whl", hash = "sha256:44e3aa6228039992f058f5ebfcfd372c83798e9464297bdad8cc79febcf7891e", size = 2745552, upload-time = "2025-09-29T10:44:26.399Z" }, + { url = "https://files.pythonhosted.org/packages/22/76/501ea2c07c089ef1386868f33dff2978f43f51b854e34397b20fc55e0a58/numba-0.62.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:b72489ba8411cc9fdcaa2458d8f7677751e94f0109eeb53e5becfdc818c64afb", size = 2685766, upload-time = "2025-09-29T10:43:49.161Z" }, + { url = "https://files.pythonhosted.org/packages/80/68/444986ed95350c0611d5c7b46828411c222ce41a0c76707c36425d27ce29/numba-0.62.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:44a1412095534a26fb5da2717bc755b57da5f3053965128fe3dc286652cc6a92", size = 2688741, upload-time = "2025-09-29T10:44:10.07Z" }, + { url = "https://files.pythonhosted.org/packages/78/7e/bf2e3634993d57f95305c7cee4c9c6cb3c9c78404ee7b49569a0dfecfe33/numba-0.62.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8c9460b9e936c5bd2f0570e20a0a5909ee6e8b694fd958b210e3bde3a6dba2d7", size = 3804576, upload-time = "2025-09-29T10:42:59.53Z" }, + { url = "https://files.pythonhosted.org/packages/e8/b6/8a1723fff71f63bbb1354bdc60a1513a068acc0f5322f58da6f022d20247/numba-0.62.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:728f91a874192df22d74e3fd42c12900b7ce7190b1aad3574c6c61b08313e4c5", size = 3503367, upload-time = "2025-09-29T10:43:26.326Z" }, + { url = "https://files.pythonhosted.org/packages/9c/ec/9d414e7a80d6d1dc4af0e07c6bfe293ce0b04ea4d0ed6c45dad9bd6e72eb/numba-0.62.1-cp313-cp313-win_amd64.whl", hash = "sha256:bbf3f88b461514287df66bc8d0307e949b09f2b6f67da92265094e8fa1282dd8", size = 2745529, upload-time = "2025-09-29T10:44:31.738Z" }, +] + +[[package]] +name = "numpy" +version = "2.3.5" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/76/65/21b3bc86aac7b8f2862db1e808f1ea22b028e30a225a34a5ede9bf8678f2/numpy-2.3.5.tar.gz", hash = "sha256:784db1dcdab56bf0517743e746dfb0f885fc68d948aba86eeec2cba234bdf1c0", size = 20584950, upload-time = "2025-11-16T22:52:42.067Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/44/37/e669fe6cbb2b96c62f6bbedc6a81c0f3b7362f6a59230b23caa673a85721/numpy-2.3.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:74ae7b798248fe62021dbf3c914245ad45d1a6b0cb4a29ecb4b31d0bfbc4cc3e", size = 16733873, upload-time = "2025-11-16T22:49:49.84Z" }, + { url = "https://files.pythonhosted.org/packages/c5/65/df0db6c097892c9380851ab9e44b52d4f7ba576b833996e0080181c0c439/numpy-2.3.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ee3888d9ff7c14604052b2ca5535a30216aa0a58e948cdd3eeb8d3415f638769", size = 12259838, upload-time = "2025-11-16T22:49:52.863Z" }, + { url = "https://files.pythonhosted.org/packages/5b/e1/1ee06e70eb2136797abe847d386e7c0e830b67ad1d43f364dd04fa50d338/numpy-2.3.5-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:612a95a17655e213502f60cfb9bf9408efdc9eb1d5f50535cc6eb365d11b42b5", size = 5088378, upload-time = "2025-11-16T22:49:55.055Z" }, + { url = "https://files.pythonhosted.org/packages/6d/9c/1ca85fb86708724275103b81ec4cf1ac1d08f465368acfc8da7ab545bdae/numpy-2.3.5-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3101e5177d114a593d79dd79658650fe28b5a0d8abeb8ce6f437c0e6df5be1a4", size = 6628559, upload-time = "2025-11-16T22:49:57.371Z" }, + { url = "https://files.pythonhosted.org/packages/74/78/fcd41e5a0ce4f3f7b003da85825acddae6d7ecb60cf25194741b036ca7d6/numpy-2.3.5-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b973c57ff8e184109db042c842423ff4f60446239bd585a5131cc47f06f789d", size = 14250702, upload-time = "2025-11-16T22:49:59.632Z" }, + { url = "https://files.pythonhosted.org/packages/b6/23/2a1b231b8ff672b4c450dac27164a8b2ca7d9b7144f9c02d2396518352eb/numpy-2.3.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0d8163f43acde9a73c2a33605353a4f1bc4798745a8b1d73183b28e5b435ae28", size = 16606086, upload-time = "2025-11-16T22:50:02.127Z" }, + { url = "https://files.pythonhosted.org/packages/a0/c5/5ad26fbfbe2012e190cc7d5003e4d874b88bb18861d0829edc140a713021/numpy-2.3.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:51c1e14eb1e154ebd80e860722f9e6ed6ec89714ad2db2d3aa33c31d7c12179b", size = 16025985, upload-time = "2025-11-16T22:50:04.536Z" }, + { url = "https://files.pythonhosted.org/packages/d2/fa/dd48e225c46c819288148d9d060b047fd2a6fb1eb37eae25112ee4cb4453/numpy-2.3.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b46b4ec24f7293f23adcd2d146960559aaf8020213de8ad1909dba6c013bf89c", size = 18542976, upload-time = "2025-11-16T22:50:07.557Z" }, + { url = "https://files.pythonhosted.org/packages/05/79/ccbd23a75862d95af03d28b5c6901a1b7da4803181513d52f3b86ed9446e/numpy-2.3.5-cp312-cp312-win32.whl", hash = "sha256:3997b5b3c9a771e157f9aae01dd579ee35ad7109be18db0e85dbdbe1de06e952", size = 6285274, upload-time = "2025-11-16T22:50:10.746Z" }, + { url = "https://files.pythonhosted.org/packages/2d/57/8aeaf160312f7f489dea47ab61e430b5cb051f59a98ae68b7133ce8fa06a/numpy-2.3.5-cp312-cp312-win_amd64.whl", hash = "sha256:86945f2ee6d10cdfd67bcb4069c1662dd711f7e2a4343db5cecec06b87cf31aa", size = 12782922, upload-time = "2025-11-16T22:50:12.811Z" }, + { url = "https://files.pythonhosted.org/packages/78/a6/aae5cc2ca78c45e64b9ef22f089141d661516856cf7c8a54ba434576900d/numpy-2.3.5-cp312-cp312-win_arm64.whl", hash = "sha256:f28620fe26bee16243be2b7b874da327312240a7cdc38b769a697578d2100013", size = 10194667, upload-time = "2025-11-16T22:50:16.16Z" }, + { url = "https://files.pythonhosted.org/packages/db/69/9cde09f36da4b5a505341180a3f2e6fadc352fd4d2b7096ce9778db83f1a/numpy-2.3.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d0f23b44f57077c1ede8c5f26b30f706498b4862d3ff0a7298b8411dd2f043ff", size = 16728251, upload-time = "2025-11-16T22:50:19.013Z" }, + { url = "https://files.pythonhosted.org/packages/79/fb/f505c95ceddd7027347b067689db71ca80bd5ecc926f913f1a23e65cf09b/numpy-2.3.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:aa5bc7c5d59d831d9773d1170acac7893ce3a5e130540605770ade83280e7188", size = 12254652, upload-time = "2025-11-16T22:50:21.487Z" }, + { url = "https://files.pythonhosted.org/packages/78/da/8c7738060ca9c31b30e9301ee0cf6c5ffdbf889d9593285a1cead337f9a5/numpy-2.3.5-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:ccc933afd4d20aad3c00bcef049cb40049f7f196e0397f1109dba6fed63267b0", size = 5083172, upload-time = "2025-11-16T22:50:24.562Z" }, + { url = "https://files.pythonhosted.org/packages/a4/b4/ee5bb2537fb9430fd2ef30a616c3672b991a4129bb1c7dcc42aa0abbe5d7/numpy-2.3.5-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:afaffc4393205524af9dfa400fa250143a6c3bc646c08c9f5e25a9f4b4d6a903", size = 6622990, upload-time = "2025-11-16T22:50:26.47Z" }, + { url = "https://files.pythonhosted.org/packages/95/03/dc0723a013c7d7c19de5ef29e932c3081df1c14ba582b8b86b5de9db7f0f/numpy-2.3.5-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c75442b2209b8470d6d5d8b1c25714270686f14c749028d2199c54e29f20b4d", size = 14248902, upload-time = "2025-11-16T22:50:28.861Z" }, + { url = "https://files.pythonhosted.org/packages/f5/10/ca162f45a102738958dcec8023062dad0cbc17d1ab99d68c4e4a6c45fb2b/numpy-2.3.5-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11e06aa0af8c0f05104d56450d6093ee639e15f24ecf62d417329d06e522e017", size = 16597430, upload-time = "2025-11-16T22:50:31.56Z" }, + { url = "https://files.pythonhosted.org/packages/2a/51/c1e29be863588db58175175f057286900b4b3327a1351e706d5e0f8dd679/numpy-2.3.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ed89927b86296067b4f81f108a2271d8926467a8868e554eaf370fc27fa3ccaf", size = 16024551, upload-time = "2025-11-16T22:50:34.242Z" }, + { url = "https://files.pythonhosted.org/packages/83/68/8236589d4dbb87253d28259d04d9b814ec0ecce7cb1c7fed29729f4c3a78/numpy-2.3.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:51c55fe3451421f3a6ef9a9c1439e82101c57a2c9eab9feb196a62b1a10b58ce", size = 18533275, upload-time = "2025-11-16T22:50:37.651Z" }, + { url = "https://files.pythonhosted.org/packages/40/56/2932d75b6f13465239e3b7b7e511be27f1b8161ca2510854f0b6e521c395/numpy-2.3.5-cp313-cp313-win32.whl", hash = "sha256:1978155dd49972084bd6ef388d66ab70f0c323ddee6f693d539376498720fb7e", size = 6277637, upload-time = "2025-11-16T22:50:40.11Z" }, + { url = "https://files.pythonhosted.org/packages/0c/88/e2eaa6cffb115b85ed7c7c87775cb8bcf0816816bc98ca8dbfa2ee33fe6e/numpy-2.3.5-cp313-cp313-win_amd64.whl", hash = "sha256:00dc4e846108a382c5869e77c6ed514394bdeb3403461d25a829711041217d5b", size = 12779090, upload-time = "2025-11-16T22:50:42.503Z" }, + { url = "https://files.pythonhosted.org/packages/8f/88/3f41e13a44ebd4034ee17baa384acac29ba6a4fcc2aca95f6f08ca0447d1/numpy-2.3.5-cp313-cp313-win_arm64.whl", hash = "sha256:0472f11f6ec23a74a906a00b48a4dcf3849209696dff7c189714511268d103ae", size = 10194710, upload-time = "2025-11-16T22:50:44.971Z" }, + { url = "https://files.pythonhosted.org/packages/13/cb/71744144e13389d577f867f745b7df2d8489463654a918eea2eeb166dfc9/numpy-2.3.5-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:414802f3b97f3c1eef41e530aaba3b3c1620649871d8cb38c6eaff034c2e16bd", size = 16827292, upload-time = "2025-11-16T22:50:47.715Z" }, + { url = "https://files.pythonhosted.org/packages/71/80/ba9dc6f2a4398e7f42b708a7fdc841bb638d353be255655498edbf9a15a8/numpy-2.3.5-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5ee6609ac3604fa7780e30a03e5e241a7956f8e2fcfe547d51e3afa5247ac47f", size = 12378897, upload-time = "2025-11-16T22:50:51.327Z" }, + { url = "https://files.pythonhosted.org/packages/2e/6d/db2151b9f64264bcceccd51741aa39b50150de9b602d98ecfe7e0c4bff39/numpy-2.3.5-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:86d835afea1eaa143012a2d7a3f45a3adce2d7adc8b4961f0b362214d800846a", size = 5207391, upload-time = "2025-11-16T22:50:54.542Z" }, + { url = "https://files.pythonhosted.org/packages/80/ae/429bacace5ccad48a14c4ae5332f6aa8ab9f69524193511d60ccdfdc65fa/numpy-2.3.5-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:30bc11310e8153ca664b14c5f1b73e94bd0503681fcf136a163de856f3a50139", size = 6721275, upload-time = "2025-11-16T22:50:56.794Z" }, + { url = "https://files.pythonhosted.org/packages/74/5b/1919abf32d8722646a38cd527bc3771eb229a32724ee6ba340ead9b92249/numpy-2.3.5-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1062fde1dcf469571705945b0f221b73928f34a20c904ffb45db101907c3454e", size = 14306855, upload-time = "2025-11-16T22:50:59.208Z" }, + { url = "https://files.pythonhosted.org/packages/a5/87/6831980559434973bebc30cd9c1f21e541a0f2b0c280d43d3afd909b66d0/numpy-2.3.5-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ce581db493ea1a96c0556360ede6607496e8bf9b3a8efa66e06477267bc831e9", size = 16657359, upload-time = "2025-11-16T22:51:01.991Z" }, + { url = "https://files.pythonhosted.org/packages/dd/91/c797f544491ee99fd00495f12ebb7802c440c1915811d72ac5b4479a3356/numpy-2.3.5-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:cc8920d2ec5fa99875b670bb86ddeb21e295cb07aa331810d9e486e0b969d946", size = 16093374, upload-time = "2025-11-16T22:51:05.291Z" }, + { url = "https://files.pythonhosted.org/packages/74/a6/54da03253afcbe7a72785ec4da9c69fb7a17710141ff9ac5fcb2e32dbe64/numpy-2.3.5-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:9ee2197ef8c4f0dfe405d835f3b6a14f5fee7782b5de51ba06fb65fc9b36e9f1", size = 18594587, upload-time = "2025-11-16T22:51:08.585Z" }, + { url = "https://files.pythonhosted.org/packages/80/e9/aff53abbdd41b0ecca94285f325aff42357c6b5abc482a3fcb4994290b18/numpy-2.3.5-cp313-cp313t-win32.whl", hash = "sha256:70b37199913c1bd300ff6e2693316c6f869c7ee16378faf10e4f5e3275b299c3", size = 6405940, upload-time = "2025-11-16T22:51:11.541Z" }, + { url = "https://files.pythonhosted.org/packages/d5/81/50613fec9d4de5480de18d4f8ef59ad7e344d497edbef3cfd80f24f98461/numpy-2.3.5-cp313-cp313t-win_amd64.whl", hash = "sha256:b501b5fa195cc9e24fe102f21ec0a44dffc231d2af79950b451e0d99cea02234", size = 12920341, upload-time = "2025-11-16T22:51:14.312Z" }, + { url = "https://files.pythonhosted.org/packages/bb/ab/08fd63b9a74303947f34f0bd7c5903b9c5532c2d287bead5bdf4c556c486/numpy-2.3.5-cp313-cp313t-win_arm64.whl", hash = "sha256:a80afd79f45f3c4a7d341f13acbe058d1ca8ac017c165d3fa0d3de6bc1a079d7", size = 10262507, upload-time = "2025-11-16T22:51:16.846Z" }, + { url = "https://files.pythonhosted.org/packages/ba/97/1a914559c19e32d6b2e233cf9a6a114e67c856d35b1d6babca571a3e880f/numpy-2.3.5-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:bf06bc2af43fa8d32d30fae16ad965663e966b1a3202ed407b84c989c3221e82", size = 16735706, upload-time = "2025-11-16T22:51:19.558Z" }, + { url = "https://files.pythonhosted.org/packages/57/d4/51233b1c1b13ecd796311216ae417796b88b0616cfd8a33ae4536330748a/numpy-2.3.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:052e8c42e0c49d2575621c158934920524f6c5da05a1d3b9bab5d8e259e045f0", size = 12264507, upload-time = "2025-11-16T22:51:22.492Z" }, + { url = "https://files.pythonhosted.org/packages/45/98/2fe46c5c2675b8306d0b4a3ec3494273e93e1226a490f766e84298576956/numpy-2.3.5-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:1ed1ec893cff7040a02c8aa1c8611b94d395590d553f6b53629a4461dc7f7b63", size = 5093049, upload-time = "2025-11-16T22:51:25.171Z" }, + { url = "https://files.pythonhosted.org/packages/ce/0e/0698378989bb0ac5f1660c81c78ab1fe5476c1a521ca9ee9d0710ce54099/numpy-2.3.5-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:2dcd0808a421a482a080f89859a18beb0b3d1e905b81e617a188bd80422d62e9", size = 6626603, upload-time = "2025-11-16T22:51:27Z" }, + { url = "https://files.pythonhosted.org/packages/5e/a6/9ca0eecc489640615642a6cbc0ca9e10df70df38c4d43f5a928ff18d8827/numpy-2.3.5-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:727fd05b57df37dc0bcf1a27767a3d9a78cbbc92822445f32cc3436ba797337b", size = 14262696, upload-time = "2025-11-16T22:51:29.402Z" }, + { url = "https://files.pythonhosted.org/packages/c8/f6/07ec185b90ec9d7217a00eeeed7383b73d7e709dae2a9a021b051542a708/numpy-2.3.5-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fffe29a1ef00883599d1dc2c51aa2e5d80afe49523c261a74933df395c15c520", size = 16597350, upload-time = "2025-11-16T22:51:32.167Z" }, + { url = "https://files.pythonhosted.org/packages/75/37/164071d1dde6a1a84c9b8e5b414fa127981bad47adf3a6b7e23917e52190/numpy-2.3.5-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:8f7f0e05112916223d3f438f293abf0727e1181b5983f413dfa2fefc4098245c", size = 16040190, upload-time = "2025-11-16T22:51:35.403Z" }, + { url = "https://files.pythonhosted.org/packages/08/3c/f18b82a406b04859eb026d204e4e1773eb41c5be58410f41ffa511d114ae/numpy-2.3.5-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2e2eb32ddb9ccb817d620ac1d8dae7c3f641c1e5f55f531a33e8ab97960a75b8", size = 18536749, upload-time = "2025-11-16T22:51:39.698Z" }, + { url = "https://files.pythonhosted.org/packages/40/79/f82f572bf44cf0023a2fe8588768e23e1592585020d638999f15158609e1/numpy-2.3.5-cp314-cp314-win32.whl", hash = "sha256:66f85ce62c70b843bab1fb14a05d5737741e74e28c7b8b5a064de10142fad248", size = 6335432, upload-time = "2025-11-16T22:51:42.476Z" }, + { url = "https://files.pythonhosted.org/packages/a3/2e/235b4d96619931192c91660805e5e49242389742a7a82c27665021db690c/numpy-2.3.5-cp314-cp314-win_amd64.whl", hash = "sha256:e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e", size = 12919388, upload-time = "2025-11-16T22:51:45.275Z" }, + { url = "https://files.pythonhosted.org/packages/07/2b/29fd75ce45d22a39c61aad74f3d718e7ab67ccf839ca8b60866054eb15f8/numpy-2.3.5-cp314-cp314-win_arm64.whl", hash = "sha256:aeffcab3d4b43712bb7a60b65f6044d444e75e563ff6180af8f98dd4b905dfd2", size = 10476651, upload-time = "2025-11-16T22:51:47.749Z" }, + { url = "https://files.pythonhosted.org/packages/17/e1/f6a721234ebd4d87084cfa68d081bcba2f5cfe1974f7de4e0e8b9b2a2ba1/numpy-2.3.5-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:17531366a2e3a9e30762c000f2c43a9aaa05728712e25c11ce1dbe700c53ad41", size = 16834503, upload-time = "2025-11-16T22:51:50.443Z" }, + { url = "https://files.pythonhosted.org/packages/5c/1c/baf7ffdc3af9c356e1c135e57ab7cf8d247931b9554f55c467efe2c69eff/numpy-2.3.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:d21644de1b609825ede2f48be98dfde4656aefc713654eeee280e37cadc4e0ad", size = 12381612, upload-time = "2025-11-16T22:51:53.609Z" }, + { url = "https://files.pythonhosted.org/packages/74/91/f7f0295151407ddc9ba34e699013c32c3c91944f9b35fcf9281163dc1468/numpy-2.3.5-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:c804e3a5aba5460c73955c955bdbd5c08c354954e9270a2c1565f62e866bdc39", size = 5210042, upload-time = "2025-11-16T22:51:56.213Z" }, + { url = "https://files.pythonhosted.org/packages/2e/3b/78aebf345104ec50dd50a4d06ddeb46a9ff5261c33bcc58b1c4f12f85ec2/numpy-2.3.5-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:cc0a57f895b96ec78969c34f682c602bf8da1a0270b09bc65673df2e7638ec20", size = 6724502, upload-time = "2025-11-16T22:51:58.584Z" }, + { url = "https://files.pythonhosted.org/packages/02/c6/7c34b528740512e57ef1b7c8337ab0b4f0bddf34c723b8996c675bc2bc91/numpy-2.3.5-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:900218e456384ea676e24ea6a0417f030a3b07306d29d7ad843957b40a9d8d52", size = 14308962, upload-time = "2025-11-16T22:52:01.698Z" }, + { url = "https://files.pythonhosted.org/packages/80/35/09d433c5262bc32d725bafc619e095b6a6651caf94027a03da624146f655/numpy-2.3.5-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:09a1bea522b25109bf8e6f3027bd810f7c1085c64a0c7ce050c1676ad0ba010b", size = 16655054, upload-time = "2025-11-16T22:52:04.267Z" }, + { url = "https://files.pythonhosted.org/packages/7a/ab/6a7b259703c09a88804fa2430b43d6457b692378f6b74b356155283566ac/numpy-2.3.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:04822c00b5fd0323c8166d66c701dc31b7fbd252c100acd708c48f763968d6a3", size = 16091613, upload-time = "2025-11-16T22:52:08.651Z" }, + { url = "https://files.pythonhosted.org/packages/c2/88/330da2071e8771e60d1038166ff9d73f29da37b01ec3eb43cb1427464e10/numpy-2.3.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:d6889ec4ec662a1a37eb4b4fb26b6100841804dac55bd9df579e326cdc146227", size = 18591147, upload-time = "2025-11-16T22:52:11.453Z" }, + { url = "https://files.pythonhosted.org/packages/51/41/851c4b4082402d9ea860c3626db5d5df47164a712cb23b54be028b184c1c/numpy-2.3.5-cp314-cp314t-win32.whl", hash = "sha256:93eebbcf1aafdf7e2ddd44c2923e2672e1010bddc014138b229e49725b4d6be5", size = 6479806, upload-time = "2025-11-16T22:52:14.641Z" }, + { url = "https://files.pythonhosted.org/packages/90/30/d48bde1dfd93332fa557cff1972fbc039e055a52021fbef4c2c4b1eefd17/numpy-2.3.5-cp314-cp314t-win_amd64.whl", hash = "sha256:c8a9958e88b65c3b27e22ca2a076311636850b612d6bbfb76e8d156aacde2aaf", size = 13105760, upload-time = "2025-11-16T22:52:17.975Z" }, + { url = "https://files.pythonhosted.org/packages/2d/fd/4b5eb0b3e888d86aee4d198c23acec7d214baaf17ea93c1adec94c9518b9/numpy-2.3.5-cp314-cp314t-win_arm64.whl", hash = "sha256:6203fdf9f3dc5bdaed7319ad8698e685c7a3be10819f41d32a0723e611733b42", size = 10545459, upload-time = "2025-11-16T22:52:20.55Z" }, +] + +[[package]] +name = "nvidia-nccl-cu12" +version = "2.28.9" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/c4/120d2dfd92dff2c776d68f361ff8705fdea2ca64e20b612fab0fd3f581ac/nvidia_nccl_cu12-2.28.9-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:50a36e01c4a090b9f9c47d92cec54964de6b9fcb3362d0e19b8ffc6323c21b60", size = 296766525, upload-time = "2025-11-18T05:49:16.094Z" }, + { url = "https://files.pythonhosted.org/packages/4a/4e/44dbb46b3d1b0ec61afda8e84837870f2f9ace33c564317d59b70bc19d3e/nvidia_nccl_cu12-2.28.9-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:485776daa8447da5da39681af455aa3b2c2586ddcf4af8772495e7c532c7e5ab", size = 296782137, upload-time = "2025-11-18T05:49:34.248Z" }, +] + +[[package]] +name = "packaging" +version = "25.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a1/d4/1fc4078c65507b51b96ca8f8c3ba19e6a61c8253c72794544580a7b6c24d/packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f", size = 165727, upload-time = "2025-04-19T11:48:59.673Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484", size = 66469, upload-time = "2025-04-19T11:48:57.875Z" }, +] + +[[package]] +name = "pandas" +version = "2.3.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "python-dateutil" }, + { name = "pytz" }, + { name = "tzdata" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223, upload-time = "2025-09-29T23:34:51.853Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846, upload-time = "2025-09-29T23:19:48.856Z" }, + { url = "https://files.pythonhosted.org/packages/5c/bd/bf8064d9cfa214294356c2d6702b716d3cf3bb24be59287a6a21e24cae6b/pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35", size = 10729618, upload-time = "2025-09-29T23:39:08.659Z" }, + { url = "https://files.pythonhosted.org/packages/57/56/cf2dbe1a3f5271370669475ead12ce77c61726ffd19a35546e31aa8edf4e/pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908", size = 11737212, upload-time = "2025-09-29T23:19:59.765Z" }, + { url = "https://files.pythonhosted.org/packages/e5/63/cd7d615331b328e287d8233ba9fdf191a9c2d11b6af0c7a59cfcec23de68/pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89", size = 12362693, upload-time = "2025-09-29T23:20:14.098Z" }, + { url = "https://files.pythonhosted.org/packages/a6/de/8b1895b107277d52f2b42d3a6806e69cfef0d5cf1d0ba343470b9d8e0a04/pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98", size = 12771002, upload-time = "2025-09-29T23:20:26.76Z" }, + { url = "https://files.pythonhosted.org/packages/87/21/84072af3187a677c5893b170ba2c8fbe450a6ff911234916da889b698220/pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084", size = 13450971, upload-time = "2025-09-29T23:20:41.344Z" }, + { url = "https://files.pythonhosted.org/packages/86/41/585a168330ff063014880a80d744219dbf1dd7a1c706e75ab3425a987384/pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b", size = 10992722, upload-time = "2025-09-29T23:20:54.139Z" }, + { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671, upload-time = "2025-09-29T23:21:05.024Z" }, + { url = "https://files.pythonhosted.org/packages/31/94/72fac03573102779920099bcac1c3b05975c2cb5f01eac609faf34bed1ca/pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8", size = 10680807, upload-time = "2025-09-29T23:21:15.979Z" }, + { url = "https://files.pythonhosted.org/packages/16/87/9472cf4a487d848476865321de18cc8c920b8cab98453ab79dbbc98db63a/pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d", size = 11709872, upload-time = "2025-09-29T23:21:27.165Z" }, + { url = "https://files.pythonhosted.org/packages/15/07/284f757f63f8a8d69ed4472bfd85122bd086e637bf4ed09de572d575a693/pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac", size = 12306371, upload-time = "2025-09-29T23:21:40.532Z" }, + { url = "https://files.pythonhosted.org/packages/33/81/a3afc88fca4aa925804a27d2676d22dcd2031c2ebe08aabd0ae55b9ff282/pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c", size = 12765333, upload-time = "2025-09-29T23:21:55.77Z" }, + { url = "https://files.pythonhosted.org/packages/8d/0f/b4d4ae743a83742f1153464cf1a8ecfafc3ac59722a0b5c8602310cb7158/pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493", size = 13418120, upload-time = "2025-09-29T23:22:10.109Z" }, + { url = "https://files.pythonhosted.org/packages/4f/c7/e54682c96a895d0c808453269e0b5928a07a127a15704fedb643e9b0a4c8/pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee", size = 10993991, upload-time = "2025-09-29T23:25:04.889Z" }, + { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227, upload-time = "2025-09-29T23:22:24.343Z" }, + { url = "https://files.pythonhosted.org/packages/0e/5a/f43efec3e8c0cc92c4663ccad372dbdff72b60bdb56b2749f04aa1d07d7e/pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21", size = 11411056, upload-time = "2025-09-29T23:22:37.762Z" }, + { url = "https://files.pythonhosted.org/packages/46/b1/85331edfc591208c9d1a63a06baa67b21d332e63b7a591a5ba42a10bb507/pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78", size = 11645189, upload-time = "2025-09-29T23:22:51.688Z" }, + { url = "https://files.pythonhosted.org/packages/44/23/78d645adc35d94d1ac4f2a3c4112ab6f5b8999f4898b8cdf01252f8df4a9/pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110", size = 12121912, upload-time = "2025-09-29T23:23:05.042Z" }, + { url = "https://files.pythonhosted.org/packages/53/da/d10013df5e6aaef6b425aa0c32e1fc1f3e431e4bcabd420517dceadce354/pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86", size = 12712160, upload-time = "2025-09-29T23:23:28.57Z" }, + { url = "https://files.pythonhosted.org/packages/bd/17/e756653095a083d8a37cbd816cb87148debcfcd920129b25f99dd8d04271/pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc", size = 13199233, upload-time = "2025-09-29T23:24:24.876Z" }, + { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635, upload-time = "2025-09-29T23:25:52.486Z" }, + { url = "https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593", size = 10759079, upload-time = "2025-09-29T23:26:33.204Z" }, + { url = "https://files.pythonhosted.org/packages/ca/05/d01ef80a7a3a12b2f8bbf16daba1e17c98a2f039cbc8e2f77a2c5a63d382/pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c", size = 11814049, upload-time = "2025-09-29T23:27:15.384Z" }, + { url = "https://files.pythonhosted.org/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b", size = 12332638, upload-time = "2025-09-29T23:27:51.625Z" }, + { url = "https://files.pythonhosted.org/packages/c5/33/dd70400631b62b9b29c3c93d2feee1d0964dc2bae2e5ad7a6c73a7f25325/pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6", size = 12886834, upload-time = "2025-09-29T23:28:21.289Z" }, + { url = "https://files.pythonhosted.org/packages/d3/18/b5d48f55821228d0d2692b34fd5034bb185e854bdb592e9c640f6290e012/pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3", size = 13409925, upload-time = "2025-09-29T23:28:58.261Z" }, + { url = "https://files.pythonhosted.org/packages/a6/3d/124ac75fcd0ecc09b8fdccb0246ef65e35b012030defb0e0eba2cbbbe948/pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5", size = 11109071, upload-time = "2025-09-29T23:32:27.484Z" }, + { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504, upload-time = "2025-09-29T23:29:31.47Z" }, + { url = "https://files.pythonhosted.org/packages/d7/82/b69a1c95df796858777b68fbe6a81d37443a33319761d7c652ce77797475/pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7", size = 11410702, upload-time = "2025-09-29T23:29:54.591Z" }, + { url = "https://files.pythonhosted.org/packages/f9/88/702bde3ba0a94b8c73a0181e05144b10f13f29ebfc2150c3a79062a8195d/pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450", size = 11634535, upload-time = "2025-09-29T23:30:21.003Z" }, + { url = "https://files.pythonhosted.org/packages/a4/1e/1bac1a839d12e6a82ec6cb40cda2edde64a2013a66963293696bbf31fbbb/pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5", size = 12121582, upload-time = "2025-09-29T23:30:43.391Z" }, + { url = "https://files.pythonhosted.org/packages/44/91/483de934193e12a3b1d6ae7c8645d083ff88dec75f46e827562f1e4b4da6/pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788", size = 12699963, upload-time = "2025-09-29T23:31:10.009Z" }, + { url = "https://files.pythonhosted.org/packages/70/44/5191d2e4026f86a2a109053e194d3ba7a31a2d10a9c2348368c63ed4e85a/pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87", size = 13202175, upload-time = "2025-09-29T23:31:59.173Z" }, +] + +[[package]] +name = "parso" +version = "0.8.5" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d4/de/53e0bcf53d13e005bd8c92e7855142494f41171b34c2536b86187474184d/parso-0.8.5.tar.gz", hash = "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a", size = 401205, upload-time = "2025-08-23T15:15:28.028Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/16/32/f8e3c85d1d5250232a5d3477a2a28cc291968ff175caeadaf3cc19ce0e4a/parso-0.8.5-py2.py3-none-any.whl", hash = "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887", size = 106668, upload-time = "2025-08-23T15:15:25.663Z" }, +] + +[[package]] +name = "pexpect" +version = "4.9.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "ptyprocess" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/42/92/cc564bf6381ff43ce1f4d06852fc19a2f11d180f23dc32d9588bee2f149d/pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f", size = 166450, upload-time = "2023-11-25T09:07:26.339Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523", size = 63772, upload-time = "2023-11-25T06:56:14.81Z" }, +] + +[[package]] +name = "platformdirs" +version = "4.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/61/33/9611380c2bdb1225fdef633e2a9610622310fed35ab11dac9620972ee088/platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312", size = 21632, upload-time = "2025-10-08T17:44:48.791Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/73/cb/ac7874b3e5d58441674fb70742e6c374b28b0c7cb988d37d991cde47166c/platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3", size = 18651, upload-time = "2025-10-08T17:44:47.223Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, +] + +[[package]] +name = "prompt-toolkit" +version = "3.0.52" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "wcwidth" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a1/96/06e01a7b38dce6fe1db213e061a4602dd6032a8a97ef6c1a862537732421/prompt_toolkit-3.0.52.tar.gz", hash = "sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855", size = 434198, upload-time = "2025-08-27T15:24:02.057Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl", hash = "sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955", size = 391431, upload-time = "2025-08-27T15:23:59.498Z" }, +] + +[[package]] +name = "propcache" +version = "0.4.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/9e/da/e9fc233cf63743258bff22b3dfa7ea5baef7b5bc324af47a0ad89b8ffc6f/propcache-0.4.1.tar.gz", hash = "sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d", size = 46442, upload-time = "2025-10-08T19:49:02.291Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a2/0f/f17b1b2b221d5ca28b4b876e8bb046ac40466513960646bda8e1853cdfa2/propcache-0.4.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2", size = 80061, upload-time = "2025-10-08T19:46:46.075Z" }, + { url = "https://files.pythonhosted.org/packages/76/47/8ccf75935f51448ba9a16a71b783eb7ef6b9ee60f5d14c7f8a8a79fbeed7/propcache-0.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403", size = 46037, upload-time = "2025-10-08T19:46:47.23Z" }, + { url = "https://files.pythonhosted.org/packages/0a/b6/5c9a0e42df4d00bfb4a3cbbe5cf9f54260300c88a0e9af1f47ca5ce17ac0/propcache-0.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207", size = 47324, upload-time = "2025-10-08T19:46:48.384Z" }, + { url = "https://files.pythonhosted.org/packages/9e/d3/6c7ee328b39a81ee877c962469f1e795f9db87f925251efeb0545e0020d0/propcache-0.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72", size = 225505, upload-time = "2025-10-08T19:46:50.055Z" }, + { url = "https://files.pythonhosted.org/packages/01/5d/1c53f4563490b1d06a684742cc6076ef944bc6457df6051b7d1a877c057b/propcache-0.4.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367", size = 230242, upload-time = "2025-10-08T19:46:51.815Z" }, + { url = "https://files.pythonhosted.org/packages/20/e1/ce4620633b0e2422207c3cb774a0ee61cac13abc6217763a7b9e2e3f4a12/propcache-0.4.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4", size = 238474, upload-time = "2025-10-08T19:46:53.208Z" }, + { url = "https://files.pythonhosted.org/packages/46/4b/3aae6835b8e5f44ea6a68348ad90f78134047b503765087be2f9912140ea/propcache-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf", size = 221575, upload-time = "2025-10-08T19:46:54.511Z" }, + { url = "https://files.pythonhosted.org/packages/6e/a5/8a5e8678bcc9d3a1a15b9a29165640d64762d424a16af543f00629c87338/propcache-0.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3", size = 216736, upload-time = "2025-10-08T19:46:56.212Z" }, + { url = "https://files.pythonhosted.org/packages/f1/63/b7b215eddeac83ca1c6b934f89d09a625aa9ee4ba158338854c87210cc36/propcache-0.4.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778", size = 213019, upload-time = "2025-10-08T19:46:57.595Z" }, + { url = "https://files.pythonhosted.org/packages/57/74/f580099a58c8af587cac7ba19ee7cb418506342fbbe2d4a4401661cca886/propcache-0.4.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6", size = 220376, upload-time = "2025-10-08T19:46:59.067Z" }, + { url = "https://files.pythonhosted.org/packages/c4/ee/542f1313aff7eaf19c2bb758c5d0560d2683dac001a1c96d0774af799843/propcache-0.4.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9", size = 226988, upload-time = "2025-10-08T19:47:00.544Z" }, + { url = "https://files.pythonhosted.org/packages/8f/18/9c6b015dd9c6930f6ce2229e1f02fb35298b847f2087ea2b436a5bfa7287/propcache-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75", size = 215615, upload-time = "2025-10-08T19:47:01.968Z" }, + { url = "https://files.pythonhosted.org/packages/80/9e/e7b85720b98c45a45e1fca6a177024934dc9bc5f4d5dd04207f216fc33ed/propcache-0.4.1-cp312-cp312-win32.whl", hash = "sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8", size = 38066, upload-time = "2025-10-08T19:47:03.503Z" }, + { url = "https://files.pythonhosted.org/packages/54/09/d19cff2a5aaac632ec8fc03737b223597b1e347416934c1b3a7df079784c/propcache-0.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db", size = 41655, upload-time = "2025-10-08T19:47:04.973Z" }, + { url = "https://files.pythonhosted.org/packages/68/ab/6b5c191bb5de08036a8c697b265d4ca76148efb10fa162f14af14fb5f076/propcache-0.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1", size = 37789, upload-time = "2025-10-08T19:47:06.077Z" }, + { url = "https://files.pythonhosted.org/packages/bf/df/6d9c1b6ac12b003837dde8a10231a7344512186e87b36e855bef32241942/propcache-0.4.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf", size = 77750, upload-time = "2025-10-08T19:47:07.648Z" }, + { url = "https://files.pythonhosted.org/packages/8b/e8/677a0025e8a2acf07d3418a2e7ba529c9c33caf09d3c1f25513023c1db56/propcache-0.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311", size = 44780, upload-time = "2025-10-08T19:47:08.851Z" }, + { url = "https://files.pythonhosted.org/packages/89/a4/92380f7ca60f99ebae761936bc48a72a639e8a47b29050615eef757cb2a7/propcache-0.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74", size = 46308, upload-time = "2025-10-08T19:47:09.982Z" }, + { url = "https://files.pythonhosted.org/packages/2d/48/c5ac64dee5262044348d1d78a5f85dd1a57464a60d30daee946699963eb3/propcache-0.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe", size = 208182, upload-time = "2025-10-08T19:47:11.319Z" }, + { url = "https://files.pythonhosted.org/packages/c6/0c/cd762dd011a9287389a6a3eb43aa30207bde253610cca06824aeabfe9653/propcache-0.4.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af", size = 211215, upload-time = "2025-10-08T19:47:13.146Z" }, + { url = "https://files.pythonhosted.org/packages/30/3e/49861e90233ba36890ae0ca4c660e95df565b2cd15d4a68556ab5865974e/propcache-0.4.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c", size = 218112, upload-time = "2025-10-08T19:47:14.913Z" }, + { url = "https://files.pythonhosted.org/packages/f1/8b/544bc867e24e1bd48f3118cecd3b05c694e160a168478fa28770f22fd094/propcache-0.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f", size = 204442, upload-time = "2025-10-08T19:47:16.277Z" }, + { url = "https://files.pythonhosted.org/packages/50/a6/4282772fd016a76d3e5c0df58380a5ea64900afd836cec2c2f662d1b9bb3/propcache-0.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1", size = 199398, upload-time = "2025-10-08T19:47:17.962Z" }, + { url = "https://files.pythonhosted.org/packages/3e/ec/d8a7cd406ee1ddb705db2139f8a10a8a427100347bd698e7014351c7af09/propcache-0.4.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24", size = 196920, upload-time = "2025-10-08T19:47:19.355Z" }, + { url = "https://files.pythonhosted.org/packages/f6/6c/f38ab64af3764f431e359f8baf9e0a21013e24329e8b85d2da32e8ed07ca/propcache-0.4.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa", size = 203748, upload-time = "2025-10-08T19:47:21.338Z" }, + { url = "https://files.pythonhosted.org/packages/d6/e3/fa846bd70f6534d647886621388f0a265254d30e3ce47e5c8e6e27dbf153/propcache-0.4.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61", size = 205877, upload-time = "2025-10-08T19:47:23.059Z" }, + { url = "https://files.pythonhosted.org/packages/e2/39/8163fc6f3133fea7b5f2827e8eba2029a0277ab2c5beee6c1db7b10fc23d/propcache-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66", size = 199437, upload-time = "2025-10-08T19:47:24.445Z" }, + { url = "https://files.pythonhosted.org/packages/93/89/caa9089970ca49c7c01662bd0eeedfe85494e863e8043565aeb6472ce8fe/propcache-0.4.1-cp313-cp313-win32.whl", hash = "sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81", size = 37586, upload-time = "2025-10-08T19:47:25.736Z" }, + { url = "https://files.pythonhosted.org/packages/f5/ab/f76ec3c3627c883215b5c8080debb4394ef5a7a29be811f786415fc1e6fd/propcache-0.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e", size = 40790, upload-time = "2025-10-08T19:47:26.847Z" }, + { url = "https://files.pythonhosted.org/packages/59/1b/e71ae98235f8e2ba5004d8cb19765a74877abf189bc53fc0c80d799e56c3/propcache-0.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1", size = 37158, upload-time = "2025-10-08T19:47:27.961Z" }, + { url = "https://files.pythonhosted.org/packages/83/ce/a31bbdfc24ee0dcbba458c8175ed26089cf109a55bbe7b7640ed2470cfe9/propcache-0.4.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b", size = 81451, upload-time = "2025-10-08T19:47:29.445Z" }, + { url = "https://files.pythonhosted.org/packages/25/9c/442a45a470a68456e710d96cacd3573ef26a1d0a60067e6a7d5e655621ed/propcache-0.4.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566", size = 46374, upload-time = "2025-10-08T19:47:30.579Z" }, + { url = "https://files.pythonhosted.org/packages/f4/bf/b1d5e21dbc3b2e889ea4327044fb16312a736d97640fb8b6aa3f9c7b3b65/propcache-0.4.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835", size = 48396, upload-time = "2025-10-08T19:47:31.79Z" }, + { url = "https://files.pythonhosted.org/packages/f4/04/5b4c54a103d480e978d3c8a76073502b18db0c4bc17ab91b3cb5092ad949/propcache-0.4.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e", size = 275950, upload-time = "2025-10-08T19:47:33.481Z" }, + { url = "https://files.pythonhosted.org/packages/b4/c1/86f846827fb969c4b78b0af79bba1d1ea2156492e1b83dea8b8a6ae27395/propcache-0.4.1-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859", size = 273856, upload-time = "2025-10-08T19:47:34.906Z" }, + { url = "https://files.pythonhosted.org/packages/36/1d/fc272a63c8d3bbad6878c336c7a7dea15e8f2d23a544bda43205dfa83ada/propcache-0.4.1-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b", size = 280420, upload-time = "2025-10-08T19:47:36.338Z" }, + { url = "https://files.pythonhosted.org/packages/07/0c/01f2219d39f7e53d52e5173bcb09c976609ba30209912a0680adfb8c593a/propcache-0.4.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0", size = 263254, upload-time = "2025-10-08T19:47:37.692Z" }, + { url = "https://files.pythonhosted.org/packages/2d/18/cd28081658ce597898f0c4d174d4d0f3c5b6d4dc27ffafeef835c95eb359/propcache-0.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af", size = 261205, upload-time = "2025-10-08T19:47:39.659Z" }, + { url = "https://files.pythonhosted.org/packages/7a/71/1f9e22eb8b8316701c2a19fa1f388c8a3185082607da8e406a803c9b954e/propcache-0.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393", size = 247873, upload-time = "2025-10-08T19:47:41.084Z" }, + { url = "https://files.pythonhosted.org/packages/4a/65/3d4b61f36af2b4eddba9def857959f1016a51066b4f1ce348e0cf7881f58/propcache-0.4.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874", size = 262739, upload-time = "2025-10-08T19:47:42.51Z" }, + { url = "https://files.pythonhosted.org/packages/2a/42/26746ab087faa77c1c68079b228810436ccd9a5ce9ac85e2b7307195fd06/propcache-0.4.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7", size = 263514, upload-time = "2025-10-08T19:47:43.927Z" }, + { url = "https://files.pythonhosted.org/packages/94/13/630690fe201f5502d2403dd3cfd451ed8858fe3c738ee88d095ad2ff407b/propcache-0.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1", size = 257781, upload-time = "2025-10-08T19:47:45.448Z" }, + { url = "https://files.pythonhosted.org/packages/92/f7/1d4ec5841505f423469efbfc381d64b7b467438cd5a4bbcbb063f3b73d27/propcache-0.4.1-cp313-cp313t-win32.whl", hash = "sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717", size = 41396, upload-time = "2025-10-08T19:47:47.202Z" }, + { url = "https://files.pythonhosted.org/packages/48/f0/615c30622316496d2cbbc29f5985f7777d3ada70f23370608c1d3e081c1f/propcache-0.4.1-cp313-cp313t-win_amd64.whl", hash = "sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37", size = 44897, upload-time = "2025-10-08T19:47:48.336Z" }, + { url = "https://files.pythonhosted.org/packages/fd/ca/6002e46eccbe0e33dcd4069ef32f7f1c9e243736e07adca37ae8c4830ec3/propcache-0.4.1-cp313-cp313t-win_arm64.whl", hash = "sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a", size = 39789, upload-time = "2025-10-08T19:47:49.876Z" }, + { url = "https://files.pythonhosted.org/packages/8e/5c/bca52d654a896f831b8256683457ceddd490ec18d9ec50e97dfd8fc726a8/propcache-0.4.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12", size = 78152, upload-time = "2025-10-08T19:47:51.051Z" }, + { url = "https://files.pythonhosted.org/packages/65/9b/03b04e7d82a5f54fb16113d839f5ea1ede58a61e90edf515f6577c66fa8f/propcache-0.4.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c", size = 44869, upload-time = "2025-10-08T19:47:52.594Z" }, + { url = "https://files.pythonhosted.org/packages/b2/fa/89a8ef0468d5833a23fff277b143d0573897cf75bd56670a6d28126c7d68/propcache-0.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded", size = 46596, upload-time = "2025-10-08T19:47:54.073Z" }, + { url = "https://files.pythonhosted.org/packages/86/bd/47816020d337f4a746edc42fe8d53669965138f39ee117414c7d7a340cfe/propcache-0.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641", size = 206981, upload-time = "2025-10-08T19:47:55.715Z" }, + { url = "https://files.pythonhosted.org/packages/df/f6/c5fa1357cc9748510ee55f37173eb31bfde6d94e98ccd9e6f033f2fc06e1/propcache-0.4.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4", size = 211490, upload-time = "2025-10-08T19:47:57.499Z" }, + { url = "https://files.pythonhosted.org/packages/80/1e/e5889652a7c4a3846683401a48f0f2e5083ce0ec1a8a5221d8058fbd1adf/propcache-0.4.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44", size = 215371, upload-time = "2025-10-08T19:47:59.317Z" }, + { url = "https://files.pythonhosted.org/packages/b2/f2/889ad4b2408f72fe1a4f6a19491177b30ea7bf1a0fd5f17050ca08cfc882/propcache-0.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d", size = 201424, upload-time = "2025-10-08T19:48:00.67Z" }, + { url = "https://files.pythonhosted.org/packages/27/73/033d63069b57b0812c8bd19f311faebeceb6ba31b8f32b73432d12a0b826/propcache-0.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b", size = 197566, upload-time = "2025-10-08T19:48:02.604Z" }, + { url = "https://files.pythonhosted.org/packages/dc/89/ce24f3dc182630b4e07aa6d15f0ff4b14ed4b9955fae95a0b54c58d66c05/propcache-0.4.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e", size = 193130, upload-time = "2025-10-08T19:48:04.499Z" }, + { url = "https://files.pythonhosted.org/packages/a9/24/ef0d5fd1a811fb5c609278d0209c9f10c35f20581fcc16f818da959fc5b4/propcache-0.4.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f", size = 202625, upload-time = "2025-10-08T19:48:06.213Z" }, + { url = "https://files.pythonhosted.org/packages/f5/02/98ec20ff5546f68d673df2f7a69e8c0d076b5abd05ca882dc7ee3a83653d/propcache-0.4.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49", size = 204209, upload-time = "2025-10-08T19:48:08.432Z" }, + { url = "https://files.pythonhosted.org/packages/a0/87/492694f76759b15f0467a2a93ab68d32859672b646aa8a04ce4864e7932d/propcache-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144", size = 197797, upload-time = "2025-10-08T19:48:09.968Z" }, + { url = "https://files.pythonhosted.org/packages/ee/36/66367de3575db1d2d3f3d177432bd14ee577a39d3f5d1b3d5df8afe3b6e2/propcache-0.4.1-cp314-cp314-win32.whl", hash = "sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f", size = 38140, upload-time = "2025-10-08T19:48:11.232Z" }, + { url = "https://files.pythonhosted.org/packages/0c/2a/a758b47de253636e1b8aef181c0b4f4f204bf0dd964914fb2af90a95b49b/propcache-0.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153", size = 41257, upload-time = "2025-10-08T19:48:12.707Z" }, + { url = "https://files.pythonhosted.org/packages/34/5e/63bd5896c3fec12edcbd6f12508d4890d23c265df28c74b175e1ef9f4f3b/propcache-0.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992", size = 38097, upload-time = "2025-10-08T19:48:13.923Z" }, + { url = "https://files.pythonhosted.org/packages/99/85/9ff785d787ccf9bbb3f3106f79884a130951436f58392000231b4c737c80/propcache-0.4.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f", size = 81455, upload-time = "2025-10-08T19:48:15.16Z" }, + { url = "https://files.pythonhosted.org/packages/90/85/2431c10c8e7ddb1445c1f7c4b54d886e8ad20e3c6307e7218f05922cad67/propcache-0.4.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393", size = 46372, upload-time = "2025-10-08T19:48:16.424Z" }, + { url = "https://files.pythonhosted.org/packages/01/20/b0972d902472da9bcb683fa595099911f4d2e86e5683bcc45de60dd05dc3/propcache-0.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0", size = 48411, upload-time = "2025-10-08T19:48:17.577Z" }, + { url = "https://files.pythonhosted.org/packages/e2/e3/7dc89f4f21e8f99bad3d5ddb3a3389afcf9da4ac69e3deb2dcdc96e74169/propcache-0.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a", size = 275712, upload-time = "2025-10-08T19:48:18.901Z" }, + { url = "https://files.pythonhosted.org/packages/20/67/89800c8352489b21a8047c773067644e3897f02ecbbd610f4d46b7f08612/propcache-0.4.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be", size = 273557, upload-time = "2025-10-08T19:48:20.762Z" }, + { url = "https://files.pythonhosted.org/packages/e2/a1/b52b055c766a54ce6d9c16d9aca0cad8059acd9637cdf8aa0222f4a026ef/propcache-0.4.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc", size = 280015, upload-time = "2025-10-08T19:48:22.592Z" }, + { url = "https://files.pythonhosted.org/packages/48/c8/33cee30bd890672c63743049f3c9e4be087e6780906bfc3ec58528be59c1/propcache-0.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a", size = 262880, upload-time = "2025-10-08T19:48:23.947Z" }, + { url = "https://files.pythonhosted.org/packages/0c/b1/8f08a143b204b418285c88b83d00edbd61afbc2c6415ffafc8905da7038b/propcache-0.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89", size = 260938, upload-time = "2025-10-08T19:48:25.656Z" }, + { url = "https://files.pythonhosted.org/packages/cf/12/96e4664c82ca2f31e1c8dff86afb867348979eb78d3cb8546a680287a1e9/propcache-0.4.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726", size = 247641, upload-time = "2025-10-08T19:48:27.207Z" }, + { url = "https://files.pythonhosted.org/packages/18/ed/e7a9cfca28133386ba52278136d42209d3125db08d0a6395f0cba0c0285c/propcache-0.4.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367", size = 262510, upload-time = "2025-10-08T19:48:28.65Z" }, + { url = "https://files.pythonhosted.org/packages/f5/76/16d8bf65e8845dd62b4e2b57444ab81f07f40caa5652b8969b87ddcf2ef6/propcache-0.4.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36", size = 263161, upload-time = "2025-10-08T19:48:30.133Z" }, + { url = "https://files.pythonhosted.org/packages/e7/70/c99e9edb5d91d5ad8a49fa3c1e8285ba64f1476782fed10ab251ff413ba1/propcache-0.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455", size = 257393, upload-time = "2025-10-08T19:48:31.567Z" }, + { url = "https://files.pythonhosted.org/packages/08/02/87b25304249a35c0915d236575bc3574a323f60b47939a2262b77632a3ee/propcache-0.4.1-cp314-cp314t-win32.whl", hash = "sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85", size = 42546, upload-time = "2025-10-08T19:48:32.872Z" }, + { url = "https://files.pythonhosted.org/packages/cb/ef/3c6ecf8b317aa982f309835e8f96987466123c6e596646d4e6a1dfcd080f/propcache-0.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1", size = 46259, upload-time = "2025-10-08T19:48:34.226Z" }, + { url = "https://files.pythonhosted.org/packages/c4/2d/346e946d4951f37eca1e4f55be0f0174c52cd70720f84029b02f296f4a38/propcache-0.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9", size = 40428, upload-time = "2025-10-08T19:48:35.441Z" }, + { url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305, upload-time = "2025-10-08T19:49:00.792Z" }, +] + +[[package]] +name = "protobuf" +version = "6.31.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/52/f3/b9655a711b32c19720253f6f06326faf90580834e2e83f840472d752bc8b/protobuf-6.31.1.tar.gz", hash = "sha256:d8cac4c982f0b957a4dc73a80e2ea24fab08e679c0de9deb835f4a12d69aca9a", size = 441797, upload-time = "2025-05-28T19:25:54.947Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f3/6f/6ab8e4bf962fd5570d3deaa2d5c38f0a363f57b4501047b5ebeb83ab1125/protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9", size = 423603, upload-time = "2025-05-28T19:25:41.198Z" }, + { url = "https://files.pythonhosted.org/packages/44/3a/b15c4347dd4bf3a1b0ee882f384623e2063bb5cf9fa9d57990a4f7df2fb6/protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447", size = 435283, upload-time = "2025-05-28T19:25:44.275Z" }, + { url = "https://files.pythonhosted.org/packages/6a/c9/b9689a2a250264a84e66c46d8862ba788ee7a641cdca39bccf64f59284b7/protobuf-6.31.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:6f1227473dc43d44ed644425268eb7c2e488ae245d51c6866d19fe158e207402", size = 425604, upload-time = "2025-05-28T19:25:45.702Z" }, + { url = "https://files.pythonhosted.org/packages/76/a1/7a5a94032c83375e4fe7e7f56e3976ea6ac90c5e85fac8576409e25c39c3/protobuf-6.31.1-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:a40fc12b84c154884d7d4c4ebd675d5b3b5283e155f324049ae396b95ddebc39", size = 322115, upload-time = "2025-05-28T19:25:47.128Z" }, + { url = "https://files.pythonhosted.org/packages/fa/b1/b59d405d64d31999244643d88c45c8241c58f17cc887e73bcb90602327f8/protobuf-6.31.1-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:4ee898bf66f7a8b0bd21bce523814e6fbd8c6add948045ce958b73af7e8878c6", size = 321070, upload-time = "2025-05-28T19:25:50.036Z" }, + { url = "https://files.pythonhosted.org/packages/f7/af/ab3c51ab7507a7325e98ffe691d9495ee3d3aa5f589afad65ec920d39821/protobuf-6.31.1-py3-none-any.whl", hash = "sha256:720a6c7e6b77288b85063569baae8536671b39f15cc22037ec7045658d80489e", size = 168724, upload-time = "2025-05-28T19:25:53.926Z" }, +] + +[[package]] +name = "psutil" +version = "7.1.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e1/88/bdd0a41e5857d5d703287598cbf08dad90aed56774ea52ae071bae9071b6/psutil-7.1.3.tar.gz", hash = "sha256:6c86281738d77335af7aec228328e944b30930899ea760ecf33a4dba66be5e74", size = 489059, upload-time = "2025-11-02T12:25:54.619Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/bd/93/0c49e776b8734fef56ec9c5c57f923922f2cf0497d62e0f419465f28f3d0/psutil-7.1.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0005da714eee687b4b8decd3d6cc7c6db36215c9e74e5ad2264b90c3df7d92dc", size = 239751, upload-time = "2025-11-02T12:25:58.161Z" }, + { url = "https://files.pythonhosted.org/packages/6f/8d/b31e39c769e70780f007969815195a55c81a63efebdd4dbe9e7a113adb2f/psutil-7.1.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:19644c85dcb987e35eeeaefdc3915d059dac7bd1167cdcdbf27e0ce2df0c08c0", size = 240368, upload-time = "2025-11-02T12:26:00.491Z" }, + { url = "https://files.pythonhosted.org/packages/62/61/23fd4acc3c9eebbf6b6c78bcd89e5d020cfde4acf0a9233e9d4e3fa698b4/psutil-7.1.3-cp313-cp313t-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:95ef04cf2e5ba0ab9eaafc4a11eaae91b44f4ef5541acd2ee91d9108d00d59a7", size = 287134, upload-time = "2025-11-02T12:26:02.613Z" }, + { url = "https://files.pythonhosted.org/packages/30/1c/f921a009ea9ceb51aa355cb0cc118f68d354db36eae18174bab63affb3e6/psutil-7.1.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1068c303be3a72f8e18e412c5b2a8f6d31750fb152f9cb106b54090296c9d251", size = 289904, upload-time = "2025-11-02T12:26:05.207Z" }, + { url = "https://files.pythonhosted.org/packages/a6/82/62d68066e13e46a5116df187d319d1724b3f437ddd0f958756fc052677f4/psutil-7.1.3-cp313-cp313t-win_amd64.whl", hash = "sha256:18349c5c24b06ac5612c0428ec2a0331c26443d259e2a0144a9b24b4395b58fa", size = 249642, upload-time = "2025-11-02T12:26:07.447Z" }, + { url = "https://files.pythonhosted.org/packages/df/ad/c1cd5fe965c14a0392112f68362cfceb5230819dbb5b1888950d18a11d9f/psutil-7.1.3-cp313-cp313t-win_arm64.whl", hash = "sha256:c525ffa774fe4496282fb0b1187725793de3e7c6b29e41562733cae9ada151ee", size = 245518, upload-time = "2025-11-02T12:26:09.719Z" }, + { url = "https://files.pythonhosted.org/packages/2e/bb/6670bded3e3236eb4287c7bcdc167e9fae6e1e9286e437f7111caed2f909/psutil-7.1.3-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b403da1df4d6d43973dc004d19cee3b848e998ae3154cc8097d139b77156c353", size = 239843, upload-time = "2025-11-02T12:26:11.968Z" }, + { url = "https://files.pythonhosted.org/packages/b8/66/853d50e75a38c9a7370ddbeefabdd3d3116b9c31ef94dc92c6729bc36bec/psutil-7.1.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ad81425efc5e75da3f39b3e636293360ad8d0b49bed7df824c79764fb4ba9b8b", size = 240369, upload-time = "2025-11-02T12:26:14.358Z" }, + { url = "https://files.pythonhosted.org/packages/41/bd/313aba97cb5bfb26916dc29cf0646cbe4dd6a89ca69e8c6edce654876d39/psutil-7.1.3-cp314-cp314t-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8f33a3702e167783a9213db10ad29650ebf383946e91bc77f28a5eb083496bc9", size = 288210, upload-time = "2025-11-02T12:26:16.699Z" }, + { url = "https://files.pythonhosted.org/packages/c2/fa/76e3c06e760927a0cfb5705eb38164254de34e9bd86db656d4dbaa228b04/psutil-7.1.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fac9cd332c67f4422504297889da5ab7e05fd11e3c4392140f7370f4208ded1f", size = 291182, upload-time = "2025-11-02T12:26:18.848Z" }, + { url = "https://files.pythonhosted.org/packages/0f/1d/5774a91607035ee5078b8fd747686ebec28a962f178712de100d00b78a32/psutil-7.1.3-cp314-cp314t-win_amd64.whl", hash = "sha256:3792983e23b69843aea49c8f5b8f115572c5ab64c153bada5270086a2123c7e7", size = 250466, upload-time = "2025-11-02T12:26:21.183Z" }, + { url = "https://files.pythonhosted.org/packages/00/ca/e426584bacb43a5cb1ac91fae1937f478cd8fbe5e4ff96574e698a2c77cd/psutil-7.1.3-cp314-cp314t-win_arm64.whl", hash = "sha256:31d77fcedb7529f27bb3a0472bea9334349f9a04160e8e6e5020f22c59893264", size = 245756, upload-time = "2025-11-02T12:26:23.148Z" }, + { url = "https://files.pythonhosted.org/packages/ef/94/46b9154a800253e7ecff5aaacdf8ebf43db99de4a2dfa18575b02548654e/psutil-7.1.3-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:2bdbcd0e58ca14996a42adf3621a6244f1bb2e2e528886959c72cf1e326677ab", size = 238359, upload-time = "2025-11-02T12:26:25.284Z" }, + { url = "https://files.pythonhosted.org/packages/68/3a/9f93cff5c025029a36d9a92fef47220ab4692ee7f2be0fba9f92813d0cb8/psutil-7.1.3-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:bc31fa00f1fbc3c3802141eede66f3a2d51d89716a194bf2cd6fc68310a19880", size = 239171, upload-time = "2025-11-02T12:26:27.23Z" }, + { url = "https://files.pythonhosted.org/packages/ce/b1/5f49af514f76431ba4eea935b8ad3725cdeb397e9245ab919dbc1d1dc20f/psutil-7.1.3-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3bb428f9f05c1225a558f53e30ccbad9930b11c3fc206836242de1091d3e7dd3", size = 263261, upload-time = "2025-11-02T12:26:29.48Z" }, + { url = "https://files.pythonhosted.org/packages/e0/95/992c8816a74016eb095e73585d747e0a8ea21a061ed3689474fabb29a395/psutil-7.1.3-cp36-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:56d974e02ca2c8eb4812c3f76c30e28836fffc311d55d979f1465c1feeb2b68b", size = 264635, upload-time = "2025-11-02T12:26:31.74Z" }, + { url = "https://files.pythonhosted.org/packages/55/4c/c3ed1a622b6ae2fd3c945a366e64eb35247a31e4db16cf5095e269e8eb3c/psutil-7.1.3-cp37-abi3-win_amd64.whl", hash = "sha256:f39c2c19fe824b47484b96f9692932248a54c43799a84282cfe58d05a6449efd", size = 247633, upload-time = "2025-11-02T12:26:33.887Z" }, + { url = "https://files.pythonhosted.org/packages/c9/ad/33b2ccec09bf96c2b2ef3f9a6f66baac8253d7565d8839e024a6b905d45d/psutil-7.1.3-cp37-abi3-win_arm64.whl", hash = "sha256:bd0d69cee829226a761e92f28140bec9a5ee9d5b4fb4b0cc589068dbfff559b1", size = 244608, upload-time = "2025-11-02T12:26:36.136Z" }, +] + +[[package]] +name = "ptyprocess" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/20/e5/16ff212c1e452235a90aeb09066144d0c5a6a8c0834397e03f5224495c4e/ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220", size = 70762, upload-time = "2020-12-28T15:15:30.155Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35", size = 13993, upload-time = "2020-12-28T15:15:28.35Z" }, +] + +[[package]] +name = "pure-eval" +version = "0.2.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cd/05/0a34433a064256a578f1783a10da6df098ceaa4a57bbeaa96a6c0352786b/pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42", size = 19752, upload-time = "2024-07-21T12:58:21.801Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842, upload-time = "2024-07-21T12:58:20.04Z" }, +] + +[[package]] +name = "pyarrow" +version = "18.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7f/7b/640785a9062bb00314caa8a387abce547d2a420cf09bd6c715fe659ccffb/pyarrow-18.1.0.tar.gz", hash = "sha256:9386d3ca9c145b5539a1cfc75df07757dff870168c959b473a0bccbc3abc8c73", size = 1118671, upload-time = "2024-11-26T02:01:48.62Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/50/12829e7111b932581e51dda51d5cb39207a056c30fe31ef43f14c63c4d7e/pyarrow-18.1.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:9f3a76670b263dc41d0ae877f09124ab96ce10e4e48f3e3e4257273cee61ad0d", size = 29514620, upload-time = "2024-11-26T01:59:39.797Z" }, + { url = "https://files.pythonhosted.org/packages/d1/41/468c944eab157702e96abab3d07b48b8424927d4933541ab43788bb6964d/pyarrow-18.1.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:da31fbca07c435be88a0c321402c4e31a2ba61593ec7473630769de8346b54ee", size = 30856494, upload-time = "2024-11-26T01:59:44.725Z" }, + { url = "https://files.pythonhosted.org/packages/68/f9/29fb659b390312a7345aeb858a9d9c157552a8852522f2c8bad437c29c0a/pyarrow-18.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:543ad8459bc438efc46d29a759e1079436290bd583141384c6f7a1068ed6f992", size = 39203624, upload-time = "2024-11-26T01:59:49.189Z" }, + { url = "https://files.pythonhosted.org/packages/6e/f6/19360dae44200e35753c5c2889dc478154cd78e61b1f738514c9f131734d/pyarrow-18.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0743e503c55be0fdb5c08e7d44853da27f19dc854531c0570f9f394ec9671d54", size = 40139341, upload-time = "2024-11-26T01:59:54.849Z" }, + { url = "https://files.pythonhosted.org/packages/bb/e6/9b3afbbcf10cc724312e824af94a2e993d8ace22994d823f5c35324cebf5/pyarrow-18.1.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:d4b3d2a34780645bed6414e22dda55a92e0fcd1b8a637fba86800ad737057e33", size = 38618629, upload-time = "2024-11-26T01:59:59.966Z" }, + { url = "https://files.pythonhosted.org/packages/3a/2e/3b99f8a3d9e0ccae0e961978a0d0089b25fb46ebbcfb5ebae3cca179a5b3/pyarrow-18.1.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:c52f81aa6f6575058d8e2c782bf79d4f9fdc89887f16825ec3a66607a5dd8e30", size = 40078661, upload-time = "2024-11-26T02:00:04.55Z" }, + { url = "https://files.pythonhosted.org/packages/76/52/f8da04195000099d394012b8d42c503d7041b79f778d854f410e5f05049a/pyarrow-18.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:0ad4892617e1a6c7a551cfc827e072a633eaff758fa09f21c4ee548c30bcaf99", size = 25092330, upload-time = "2024-11-26T02:00:09.576Z" }, + { url = "https://files.pythonhosted.org/packages/cb/87/aa4d249732edef6ad88899399047d7e49311a55749d3c373007d034ee471/pyarrow-18.1.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:84e314d22231357d473eabec709d0ba285fa706a72377f9cc8e1cb3c8013813b", size = 29497406, upload-time = "2024-11-26T02:00:14.469Z" }, + { url = "https://files.pythonhosted.org/packages/3c/c7/ed6adb46d93a3177540e228b5ca30d99fc8ea3b13bdb88b6f8b6467e2cb7/pyarrow-18.1.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:f591704ac05dfd0477bb8f8e0bd4b5dc52c1cadf50503858dce3a15db6e46ff2", size = 30835095, upload-time = "2024-11-26T02:00:19.347Z" }, + { url = "https://files.pythonhosted.org/packages/41/d7/ed85001edfb96200ff606943cff71d64f91926ab42828676c0fc0db98963/pyarrow-18.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:acb7564204d3c40babf93a05624fc6a8ec1ab1def295c363afc40b0c9e66c191", size = 39194527, upload-time = "2024-11-26T02:00:24.085Z" }, + { url = "https://files.pythonhosted.org/packages/59/16/35e28eab126342fa391593415d79477e89582de411bb95232f28b131a769/pyarrow-18.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:74de649d1d2ccb778f7c3afff6085bd5092aed4c23df9feeb45dd6b16f3811aa", size = 40131443, upload-time = "2024-11-26T02:00:29.483Z" }, + { url = "https://files.pythonhosted.org/packages/0c/95/e855880614c8da20f4cd74fa85d7268c725cf0013dc754048593a38896a0/pyarrow-18.1.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:f96bd502cb11abb08efea6dab09c003305161cb6c9eafd432e35e76e7fa9b90c", size = 38608750, upload-time = "2024-11-26T02:00:34.069Z" }, + { url = "https://files.pythonhosted.org/packages/54/9d/f253554b1457d4fdb3831b7bd5f8f00f1795585a606eabf6fec0a58a9c38/pyarrow-18.1.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:36ac22d7782554754a3b50201b607d553a8d71b78cdf03b33c1125be4b52397c", size = 40066690, upload-time = "2024-11-26T02:00:39.603Z" }, + { url = "https://files.pythonhosted.org/packages/2f/58/8912a2563e6b8273e8aa7b605a345bba5a06204549826f6493065575ebc0/pyarrow-18.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:25dbacab8c5952df0ca6ca0af28f50d45bd31c1ff6fcf79e2d120b4a65ee7181", size = 25081054, upload-time = "2024-11-26T02:00:43.611Z" }, + { url = "https://files.pythonhosted.org/packages/82/f9/d06ddc06cab1ada0c2f2fd205ac8c25c2701182de1b9c4bf7a0a44844431/pyarrow-18.1.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6a276190309aba7bc9d5bd2933230458b3521a4317acfefe69a354f2fe59f2bc", size = 29525542, upload-time = "2024-11-26T02:00:48.094Z" }, + { url = "https://files.pythonhosted.org/packages/ab/94/8917e3b961810587ecbdaa417f8ebac0abb25105ae667b7aa11c05876976/pyarrow-18.1.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:ad514dbfcffe30124ce655d72771ae070f30bf850b48bc4d9d3b25993ee0e386", size = 30829412, upload-time = "2024-11-26T02:00:52.458Z" }, + { url = "https://files.pythonhosted.org/packages/5e/e3/3b16c3190f3d71d3b10f6758d2d5f7779ef008c4fd367cedab3ed178a9f7/pyarrow-18.1.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aebc13a11ed3032d8dd6e7171eb6e86d40d67a5639d96c35142bd568b9299324", size = 39119106, upload-time = "2024-11-26T02:00:57.219Z" }, + { url = "https://files.pythonhosted.org/packages/1d/d6/5d704b0d25c3c79532f8c0639f253ec2803b897100f64bcb3f53ced236e5/pyarrow-18.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d6cf5c05f3cee251d80e98726b5c7cc9f21bab9e9783673bac58e6dfab57ecc8", size = 40090940, upload-time = "2024-11-26T02:01:02.31Z" }, + { url = "https://files.pythonhosted.org/packages/37/29/366bc7e588220d74ec00e497ac6710c2833c9176f0372fe0286929b2d64c/pyarrow-18.1.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:11b676cd410cf162d3f6a70b43fb9e1e40affbc542a1e9ed3681895f2962d3d9", size = 38548177, upload-time = "2024-11-26T02:01:07.371Z" }, + { url = "https://files.pythonhosted.org/packages/c8/11/fabf6ecabb1fe5b7d96889228ca2a9158c4c3bb732e3b8ee3f7f6d40b703/pyarrow-18.1.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:b76130d835261b38f14fc41fdfb39ad8d672afb84c447126b84d5472244cfaba", size = 40043567, upload-time = "2024-11-26T02:01:12.931Z" }, +] + +[[package]] +name = "pycparser" +version = "2.23" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/cf/d2d3b9f5699fb1e4615c8e32ff220203e43b248e1dfcc6736ad9057731ca/pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2", size = 173734, upload-time = "2025-09-09T13:23:47.91Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a0/e3/59cd50310fc9b59512193629e1984c1f95e5c8ae6e5d8c69532ccc65a7fe/pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934", size = 118140, upload-time = "2025-09-09T13:23:46.651Z" }, +] + +[[package]] +name = "pydantic" +version = "2.12.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "annotated-types" }, + { name = "pydantic-core" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/69/44/36f1a6e523abc58ae5f928898e4aca2e0ea509b5aa6f6f392a5d882be928/pydantic-2.12.5.tar.gz", hash = "sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49", size = 821591, upload-time = "2025-11-26T15:11:46.471Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl", hash = "sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d", size = 463580, upload-time = "2025-11-26T15:11:44.605Z" }, +] + +[[package]] +name = "pydantic-core" +version = "2.41.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/71/70/23b021c950c2addd24ec408e9ab05d59b035b39d97cdc1130e1bce647bb6/pydantic_core-2.41.5.tar.gz", hash = "sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e", size = 460952, upload-time = "2025-11-04T13:43:49.098Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5f/5d/5f6c63eebb5afee93bcaae4ce9a898f3373ca23df3ccaef086d0233a35a7/pydantic_core-2.41.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7", size = 2110990, upload-time = "2025-11-04T13:39:58.079Z" }, + { url = "https://files.pythonhosted.org/packages/aa/32/9c2e8ccb57c01111e0fd091f236c7b371c1bccea0fa85247ac55b1e2b6b6/pydantic_core-2.41.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0", size = 1896003, upload-time = "2025-11-04T13:39:59.956Z" }, + { url = "https://files.pythonhosted.org/packages/68/b8/a01b53cb0e59139fbc9e4fda3e9724ede8de279097179be4ff31f1abb65a/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69", size = 1919200, upload-time = "2025-11-04T13:40:02.241Z" }, + { url = "https://files.pythonhosted.org/packages/38/de/8c36b5198a29bdaade07b5985e80a233a5ac27137846f3bc2d3b40a47360/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75", size = 2052578, upload-time = "2025-11-04T13:40:04.401Z" }, + { url = "https://files.pythonhosted.org/packages/00/b5/0e8e4b5b081eac6cb3dbb7e60a65907549a1ce035a724368c330112adfdd/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05", size = 2208504, upload-time = "2025-11-04T13:40:06.072Z" }, + { url = "https://files.pythonhosted.org/packages/77/56/87a61aad59c7c5b9dc8caad5a41a5545cba3810c3e828708b3d7404f6cef/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc", size = 2335816, upload-time = "2025-11-04T13:40:07.835Z" }, + { url = "https://files.pythonhosted.org/packages/0d/76/941cc9f73529988688a665a5c0ecff1112b3d95ab48f81db5f7606f522d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c", size = 2075366, upload-time = "2025-11-04T13:40:09.804Z" }, + { url = "https://files.pythonhosted.org/packages/d3/43/ebef01f69baa07a482844faaa0a591bad1ef129253ffd0cdaa9d8a7f72d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5", size = 2171698, upload-time = "2025-11-04T13:40:12.004Z" }, + { url = "https://files.pythonhosted.org/packages/b1/87/41f3202e4193e3bacfc2c065fab7706ebe81af46a83d3e27605029c1f5a6/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c", size = 2132603, upload-time = "2025-11-04T13:40:13.868Z" }, + { url = "https://files.pythonhosted.org/packages/49/7d/4c00df99cb12070b6bccdef4a195255e6020a550d572768d92cc54dba91a/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294", size = 2329591, upload-time = "2025-11-04T13:40:15.672Z" }, + { url = "https://files.pythonhosted.org/packages/cc/6a/ebf4b1d65d458f3cda6a7335d141305dfa19bdc61140a884d165a8a1bbc7/pydantic_core-2.41.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1", size = 2319068, upload-time = "2025-11-04T13:40:17.532Z" }, + { url = "https://files.pythonhosted.org/packages/49/3b/774f2b5cd4192d5ab75870ce4381fd89cf218af999515baf07e7206753f0/pydantic_core-2.41.5-cp312-cp312-win32.whl", hash = "sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d", size = 1985908, upload-time = "2025-11-04T13:40:19.309Z" }, + { url = "https://files.pythonhosted.org/packages/86/45/00173a033c801cacf67c190fef088789394feaf88a98a7035b0e40d53dc9/pydantic_core-2.41.5-cp312-cp312-win_amd64.whl", hash = "sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815", size = 2020145, upload-time = "2025-11-04T13:40:21.548Z" }, + { url = "https://files.pythonhosted.org/packages/f9/22/91fbc821fa6d261b376a3f73809f907cec5ca6025642c463d3488aad22fb/pydantic_core-2.41.5-cp312-cp312-win_arm64.whl", hash = "sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3", size = 1976179, upload-time = "2025-11-04T13:40:23.393Z" }, + { url = "https://files.pythonhosted.org/packages/87/06/8806241ff1f70d9939f9af039c6c35f2360cf16e93c2ca76f184e76b1564/pydantic_core-2.41.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9", size = 2120403, upload-time = "2025-11-04T13:40:25.248Z" }, + { url = "https://files.pythonhosted.org/packages/94/02/abfa0e0bda67faa65fef1c84971c7e45928e108fe24333c81f3bfe35d5f5/pydantic_core-2.41.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34", size = 1896206, upload-time = "2025-11-04T13:40:27.099Z" }, + { url = "https://files.pythonhosted.org/packages/15/df/a4c740c0943e93e6500f9eb23f4ca7ec9bf71b19e608ae5b579678c8d02f/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0", size = 1919307, upload-time = "2025-11-04T13:40:29.806Z" }, + { url = "https://files.pythonhosted.org/packages/9a/e3/6324802931ae1d123528988e0e86587c2072ac2e5394b4bc2bc34b61ff6e/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33", size = 2063258, upload-time = "2025-11-04T13:40:33.544Z" }, + { url = "https://files.pythonhosted.org/packages/c9/d4/2230d7151d4957dd79c3044ea26346c148c98fbf0ee6ebd41056f2d62ab5/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e", size = 2214917, upload-time = "2025-11-04T13:40:35.479Z" }, + { url = "https://files.pythonhosted.org/packages/e6/9f/eaac5df17a3672fef0081b6c1bb0b82b33ee89aa5cec0d7b05f52fd4a1fa/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2", size = 2332186, upload-time = "2025-11-04T13:40:37.436Z" }, + { url = "https://files.pythonhosted.org/packages/cf/4e/35a80cae583a37cf15604b44240e45c05e04e86f9cfd766623149297e971/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586", size = 2073164, upload-time = "2025-11-04T13:40:40.289Z" }, + { url = "https://files.pythonhosted.org/packages/bf/e3/f6e262673c6140dd3305d144d032f7bd5f7497d3871c1428521f19f9efa2/pydantic_core-2.41.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d", size = 2179146, upload-time = "2025-11-04T13:40:42.809Z" }, + { url = "https://files.pythonhosted.org/packages/75/c7/20bd7fc05f0c6ea2056a4565c6f36f8968c0924f19b7d97bbfea55780e73/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740", size = 2137788, upload-time = "2025-11-04T13:40:44.752Z" }, + { url = "https://files.pythonhosted.org/packages/3a/8d/34318ef985c45196e004bc46c6eab2eda437e744c124ef0dbe1ff2c9d06b/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e", size = 2340133, upload-time = "2025-11-04T13:40:46.66Z" }, + { url = "https://files.pythonhosted.org/packages/9c/59/013626bf8c78a5a5d9350d12e7697d3d4de951a75565496abd40ccd46bee/pydantic_core-2.41.5-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858", size = 2324852, upload-time = "2025-11-04T13:40:48.575Z" }, + { url = "https://files.pythonhosted.org/packages/1a/d9/c248c103856f807ef70c18a4f986693a46a8ffe1602e5d361485da502d20/pydantic_core-2.41.5-cp313-cp313-win32.whl", hash = "sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36", size = 1994679, upload-time = "2025-11-04T13:40:50.619Z" }, + { url = "https://files.pythonhosted.org/packages/9e/8b/341991b158ddab181cff136acd2552c9f35bd30380422a639c0671e99a91/pydantic_core-2.41.5-cp313-cp313-win_amd64.whl", hash = "sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11", size = 2019766, upload-time = "2025-11-04T13:40:52.631Z" }, + { url = "https://files.pythonhosted.org/packages/73/7d/f2f9db34af103bea3e09735bb40b021788a5e834c81eedb541991badf8f5/pydantic_core-2.41.5-cp313-cp313-win_arm64.whl", hash = "sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd", size = 1981005, upload-time = "2025-11-04T13:40:54.734Z" }, + { url = "https://files.pythonhosted.org/packages/ea/28/46b7c5c9635ae96ea0fbb779e271a38129df2550f763937659ee6c5dbc65/pydantic_core-2.41.5-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:3f37a19d7ebcdd20b96485056ba9e8b304e27d9904d233d7b1015db320e51f0a", size = 2119622, upload-time = "2025-11-04T13:40:56.68Z" }, + { url = "https://files.pythonhosted.org/packages/74/1a/145646e5687e8d9a1e8d09acb278c8535ebe9e972e1f162ed338a622f193/pydantic_core-2.41.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14", size = 1891725, upload-time = "2025-11-04T13:40:58.807Z" }, + { url = "https://files.pythonhosted.org/packages/23/04/e89c29e267b8060b40dca97bfc64a19b2a3cf99018167ea1677d96368273/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25e1c2af0fce638d5f1988b686f3b3ea8cd7de5f244ca147c777769e798a9cd1", size = 1915040, upload-time = "2025-11-04T13:41:00.853Z" }, + { url = "https://files.pythonhosted.org/packages/84/a3/15a82ac7bd97992a82257f777b3583d3e84bdb06ba6858f745daa2ec8a85/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:506d766a8727beef16b7adaeb8ee6217c64fc813646b424d0804d67c16eddb66", size = 2063691, upload-time = "2025-11-04T13:41:03.504Z" }, + { url = "https://files.pythonhosted.org/packages/74/9b/0046701313c6ef08c0c1cf0e028c67c770a4e1275ca73131563c5f2a310a/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4819fa52133c9aa3c387b3328f25c1facc356491e6135b459f1de698ff64d869", size = 2213897, upload-time = "2025-11-04T13:41:05.804Z" }, + { url = "https://files.pythonhosted.org/packages/8a/cd/6bac76ecd1b27e75a95ca3a9a559c643b3afcd2dd62086d4b7a32a18b169/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b761d210c9ea91feda40d25b4efe82a1707da2ef62901466a42492c028553a2", size = 2333302, upload-time = "2025-11-04T13:41:07.809Z" }, + { url = "https://files.pythonhosted.org/packages/4c/d2/ef2074dc020dd6e109611a8be4449b98cd25e1b9b8a303c2f0fca2f2bcf7/pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:22f0fb8c1c583a3b6f24df2470833b40207e907b90c928cc8d3594b76f874375", size = 2064877, upload-time = "2025-11-04T13:41:09.827Z" }, + { url = "https://files.pythonhosted.org/packages/18/66/e9db17a9a763d72f03de903883c057b2592c09509ccfe468187f2a2eef29/pydantic_core-2.41.5-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2782c870e99878c634505236d81e5443092fba820f0373997ff75f90f68cd553", size = 2180680, upload-time = "2025-11-04T13:41:12.379Z" }, + { url = "https://files.pythonhosted.org/packages/d3/9e/3ce66cebb929f3ced22be85d4c2399b8e85b622db77dad36b73c5387f8f8/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:0177272f88ab8312479336e1d777f6b124537d47f2123f89cb37e0accea97f90", size = 2138960, upload-time = "2025-11-04T13:41:14.627Z" }, + { url = "https://files.pythonhosted.org/packages/a6/62/205a998f4327d2079326b01abee48e502ea739d174f0a89295c481a2272e/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:63510af5e38f8955b8ee5687740d6ebf7c2a0886d15a6d65c32814613681bc07", size = 2339102, upload-time = "2025-11-04T13:41:16.868Z" }, + { url = "https://files.pythonhosted.org/packages/3c/0d/f05e79471e889d74d3d88f5bd20d0ed189ad94c2423d81ff8d0000aab4ff/pydantic_core-2.41.5-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb", size = 2326039, upload-time = "2025-11-04T13:41:18.934Z" }, + { url = "https://files.pythonhosted.org/packages/ec/e1/e08a6208bb100da7e0c4b288eed624a703f4d129bde2da475721a80cab32/pydantic_core-2.41.5-cp314-cp314-win32.whl", hash = "sha256:aec5cf2fd867b4ff45b9959f8b20ea3993fc93e63c7363fe6851424c8a7e7c23", size = 1995126, upload-time = "2025-11-04T13:41:21.418Z" }, + { url = "https://files.pythonhosted.org/packages/48/5d/56ba7b24e9557f99c9237e29f5c09913c81eeb2f3217e40e922353668092/pydantic_core-2.41.5-cp314-cp314-win_amd64.whl", hash = "sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf", size = 2015489, upload-time = "2025-11-04T13:41:24.076Z" }, + { url = "https://files.pythonhosted.org/packages/4e/bb/f7a190991ec9e3e0ba22e4993d8755bbc4a32925c0b5b42775c03e8148f9/pydantic_core-2.41.5-cp314-cp314-win_arm64.whl", hash = "sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0", size = 1977288, upload-time = "2025-11-04T13:41:26.33Z" }, + { url = "https://files.pythonhosted.org/packages/92/ed/77542d0c51538e32e15afe7899d79efce4b81eee631d99850edc2f5e9349/pydantic_core-2.41.5-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:8566def80554c3faa0e65ac30ab0932b9e3a5cd7f8323764303d468e5c37595a", size = 2120255, upload-time = "2025-11-04T13:41:28.569Z" }, + { url = "https://files.pythonhosted.org/packages/bb/3d/6913dde84d5be21e284439676168b28d8bbba5600d838b9dca99de0fad71/pydantic_core-2.41.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b80aa5095cd3109962a298ce14110ae16b8c1aece8b72f9dafe81cf597ad80b3", size = 1863760, upload-time = "2025-11-04T13:41:31.055Z" }, + { url = "https://files.pythonhosted.org/packages/5a/f0/e5e6b99d4191da102f2b0eb9687aaa7f5bea5d9964071a84effc3e40f997/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3006c3dd9ba34b0c094c544c6006cc79e87d8612999f1a5d43b769b89181f23c", size = 1878092, upload-time = "2025-11-04T13:41:33.21Z" }, + { url = "https://files.pythonhosted.org/packages/71/48/36fb760642d568925953bcc8116455513d6e34c4beaa37544118c36aba6d/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:72f6c8b11857a856bcfa48c86f5368439f74453563f951e473514579d44aa612", size = 2053385, upload-time = "2025-11-04T13:41:35.508Z" }, + { url = "https://files.pythonhosted.org/packages/20/25/92dc684dd8eb75a234bc1c764b4210cf2646479d54b47bf46061657292a8/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5cb1b2f9742240e4bb26b652a5aeb840aa4b417c7748b6f8387927bc6e45e40d", size = 2218832, upload-time = "2025-11-04T13:41:37.732Z" }, + { url = "https://files.pythonhosted.org/packages/e2/09/f53e0b05023d3e30357d82eb35835d0f6340ca344720a4599cd663dca599/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bd3d54f38609ff308209bd43acea66061494157703364ae40c951f83ba99a1a9", size = 2327585, upload-time = "2025-11-04T13:41:40Z" }, + { url = "https://files.pythonhosted.org/packages/aa/4e/2ae1aa85d6af35a39b236b1b1641de73f5a6ac4d5a7509f77b814885760c/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ff4321e56e879ee8d2a879501c8e469414d948f4aba74a2d4593184eb326660", size = 2041078, upload-time = "2025-11-04T13:41:42.323Z" }, + { url = "https://files.pythonhosted.org/packages/cd/13/2e215f17f0ef326fc72afe94776edb77525142c693767fc347ed6288728d/pydantic_core-2.41.5-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9", size = 2173914, upload-time = "2025-11-04T13:41:45.221Z" }, + { url = "https://files.pythonhosted.org/packages/02/7a/f999a6dcbcd0e5660bc348a3991c8915ce6599f4f2c6ac22f01d7a10816c/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:a39455728aabd58ceabb03c90e12f71fd30fa69615760a075b9fec596456ccc3", size = 2129560, upload-time = "2025-11-04T13:41:47.474Z" }, + { url = "https://files.pythonhosted.org/packages/3a/b1/6c990ac65e3b4c079a4fb9f5b05f5b013afa0f4ed6780a3dd236d2cbdc64/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:239edca560d05757817c13dc17c50766136d21f7cd0fac50295499ae24f90fdf", size = 2329244, upload-time = "2025-11-04T13:41:49.992Z" }, + { url = "https://files.pythonhosted.org/packages/d9/02/3c562f3a51afd4d88fff8dffb1771b30cfdfd79befd9883ee094f5b6c0d8/pydantic_core-2.41.5-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:2a5e06546e19f24c6a96a129142a75cee553cc018ffee48a460059b1185f4470", size = 2331955, upload-time = "2025-11-04T13:41:54.079Z" }, + { url = "https://files.pythonhosted.org/packages/5c/96/5fb7d8c3c17bc8c62fdb031c47d77a1af698f1d7a406b0f79aaa1338f9ad/pydantic_core-2.41.5-cp314-cp314t-win32.whl", hash = "sha256:b4ececa40ac28afa90871c2cc2b9ffd2ff0bf749380fbdf57d165fd23da353aa", size = 1988906, upload-time = "2025-11-04T13:41:56.606Z" }, + { url = "https://files.pythonhosted.org/packages/22/ed/182129d83032702912c2e2d8bbe33c036f342cc735737064668585dac28f/pydantic_core-2.41.5-cp314-cp314t-win_amd64.whl", hash = "sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c", size = 1981607, upload-time = "2025-11-04T13:41:58.889Z" }, + { url = "https://files.pythonhosted.org/packages/9f/ed/068e41660b832bb0b1aa5b58011dea2a3fe0ba7861ff38c4d4904c1c1a99/pydantic_core-2.41.5-cp314-cp314t-win_arm64.whl", hash = "sha256:35b44f37a3199f771c3eaa53051bc8a70cd7b54f333531c59e29fd4db5d15008", size = 1974769, upload-time = "2025-11-04T13:42:01.186Z" }, + { url = "https://files.pythonhosted.org/packages/09/32/59b0c7e63e277fa7911c2fc70ccfb45ce4b98991e7ef37110663437005af/pydantic_core-2.41.5-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd", size = 2110495, upload-time = "2025-11-04T13:42:49.689Z" }, + { url = "https://files.pythonhosted.org/packages/aa/81/05e400037eaf55ad400bcd318c05bb345b57e708887f07ddb2d20e3f0e98/pydantic_core-2.41.5-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc", size = 1915388, upload-time = "2025-11-04T13:42:52.215Z" }, + { url = "https://files.pythonhosted.org/packages/6e/0d/e3549b2399f71d56476b77dbf3cf8937cec5cd70536bdc0e374a421d0599/pydantic_core-2.41.5-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56", size = 1942879, upload-time = "2025-11-04T13:42:56.483Z" }, + { url = "https://files.pythonhosted.org/packages/f7/07/34573da085946b6a313d7c42f82f16e8920bfd730665de2d11c0c37a74b5/pydantic_core-2.41.5-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b", size = 2139017, upload-time = "2025-11-04T13:42:59.471Z" }, +] + +[[package]] +name = "pydantic-settings" +version = "2.12.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pydantic" }, + { name = "python-dotenv" }, + { name = "typing-inspection" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/43/4b/ac7e0aae12027748076d72a8764ff1c9d82ca75a7a52622e67ed3f765c54/pydantic_settings-2.12.0.tar.gz", hash = "sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0", size = 194184, upload-time = "2025-11-10T14:25:47.013Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c1/60/5d4751ba3f4a40a6891f24eec885f51afd78d208498268c734e256fb13c4/pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809", size = 51880, upload-time = "2025-11-10T14:25:45.546Z" }, +] + +[[package]] +name = "pygments" +version = "2.19.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b0/77/a5b8c569bf593b0140bde72ea885a803b82086995367bf2037de0159d924/pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887", size = 4968631, upload-time = "2025-06-21T13:39:12.283Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b", size = 1225217, upload-time = "2025-06-21T13:39:07.939Z" }, +] + +[[package]] +name = "pyjwt" +version = "2.10.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e7/46/bd74733ff231675599650d3e47f361794b22ef3e3770998dda30d3b63726/pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953", size = 87785, upload-time = "2024-11-28T03:43:29.933Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/61/ad/689f02752eeec26aed679477e80e632ef1b682313be70793d798c1d5fc8f/PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb", size = 22997, upload-time = "2024-11-28T03:43:27.893Z" }, +] + +[[package]] +name = "pyopenssl" +version = "25.3.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cryptography", version = "45.0.7", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" }, + { name = "cryptography", version = "46.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/80/be/97b83a464498a79103036bc74d1038df4a7ef0e402cfaf4d5e113fb14759/pyopenssl-25.3.0.tar.gz", hash = "sha256:c981cb0a3fd84e8602d7afc209522773b94c1c2446a3c710a75b06fe1beae329", size = 184073, upload-time = "2025-09-17T00:32:21.037Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/81/ef2b1dfd1862567d573a4fdbc9f969067621764fbb74338496840a1d2977/pyopenssl-25.3.0-py3-none-any.whl", hash = "sha256:1fda6fc034d5e3d179d39e59c1895c9faeaf40a79de5fc4cbbfbe0d36f4a77b6", size = 57268, upload-time = "2025-09-17T00:32:19.474Z" }, +] + +[[package]] +name = "pytest" +version = "8.0.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/3f/c0/238f25cb27495fdbaa5c48cef9886162e9df1f3d0e957fc8326d9c24fa2f/pytest-8.0.2.tar.gz", hash = "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd", size = 1396924, upload-time = "2024-02-24T22:21:30.762Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/ea/d0ab9595a0d4b2320483e634123171deaf50885e29d442180efcbf2ed0b2/pytest-8.0.2-py3-none-any.whl", hash = "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096", size = 333984, upload-time = "2024-02-24T22:21:27.561Z" }, +] + +[[package]] +name = "pytest-cov" +version = "7.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "coverage" }, + { name = "pluggy" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5e/f7/c933acc76f5208b3b00089573cf6a2bc26dc80a8aece8f52bb7d6b1855ca/pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1", size = 54328, upload-time = "2025-09-09T10:57:02.113Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861", size = 22424, upload-time = "2025-09-09T10:57:00.695Z" }, +] + +[[package]] +name = "pytest-dependency" +version = "0.6.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pytest" }, + { name = "setuptools" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7e/3b/317cc04e77d707d338540ca67b619df8f247f3f4c9f40e67bf5ea503ad94/pytest-dependency-0.6.0.tar.gz", hash = "sha256:934b0e6a39d95995062c193f7eaeed8a8ffa06ff1bcef4b62b0dc74a708bacc1", size = 19499, upload-time = "2023-12-31T20:38:54.991Z" } + +[[package]] +name = "python-dateutil" +version = "2.9.0.post0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "six" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, +] + +[[package]] +name = "python-dotenv" +version = "1.2.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f0/26/19cadc79a718c5edbec86fd4919a6b6d3f681039a2f6d66d14be94e75fb9/python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6", size = 44221, upload-time = "2025-10-26T15:12:10.434Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61", size = 21230, upload-time = "2025-10-26T15:12:09.109Z" }, +] + +[[package]] +name = "pytimeparse" +version = "1.1.8" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/37/5d/231f5f33c81e09682708fb323f9e4041408d8223e2f0fb9742843328778f/pytimeparse-1.1.8.tar.gz", hash = "sha256:e86136477be924d7e670646a98561957e8ca7308d44841e21f5ddea757556a0a", size = 9403, upload-time = "2018-05-18T17:40:42.76Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1b/b4/afd75551a3b910abd1d922dbd45e49e5deeb4d47dc50209ce489ba9844dd/pytimeparse-1.1.8-py2.py3-none-any.whl", hash = "sha256:04b7be6cc8bd9f5647a6325444926c3ac34ee6bc7e69da4367ba282f076036bd", size = 9969, upload-time = "2018-05-18T17:40:41.28Z" }, +] + +[[package]] +name = "pytz" +version = "2025.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/bf/abbd3cdfb8fbc7fb3d4d38d320f2441b1e7cbe29be4f23797b4a2b5d8aac/pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3", size = 320884, upload-time = "2025-03-25T02:25:00.538Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00", size = 509225, upload-time = "2025-03-25T02:24:58.468Z" }, +] + +[[package]] +name = "pyyaml" +version = "6.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960, upload-time = "2025-09-25T21:33:16.546Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063, upload-time = "2025-09-25T21:32:11.445Z" }, + { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973, upload-time = "2025-09-25T21:32:12.492Z" }, + { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116, upload-time = "2025-09-25T21:32:13.652Z" }, + { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011, upload-time = "2025-09-25T21:32:15.21Z" }, + { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870, upload-time = "2025-09-25T21:32:16.431Z" }, + { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089, upload-time = "2025-09-25T21:32:17.56Z" }, + { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181, upload-time = "2025-09-25T21:32:18.834Z" }, + { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658, upload-time = "2025-09-25T21:32:20.209Z" }, + { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003, upload-time = "2025-09-25T21:32:21.167Z" }, + { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344, upload-time = "2025-09-25T21:32:22.617Z" }, + { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669, upload-time = "2025-09-25T21:32:23.673Z" }, + { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252, upload-time = "2025-09-25T21:32:25.149Z" }, + { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081, upload-time = "2025-09-25T21:32:26.575Z" }, + { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159, upload-time = "2025-09-25T21:32:27.727Z" }, + { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626, upload-time = "2025-09-25T21:32:28.878Z" }, + { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613, upload-time = "2025-09-25T21:32:30.178Z" }, + { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115, upload-time = "2025-09-25T21:32:31.353Z" }, + { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427, upload-time = "2025-09-25T21:32:32.58Z" }, + { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090, upload-time = "2025-09-25T21:32:33.659Z" }, + { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246, upload-time = "2025-09-25T21:32:34.663Z" }, + { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814, upload-time = "2025-09-25T21:32:35.712Z" }, + { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809, upload-time = "2025-09-25T21:32:36.789Z" }, + { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454, upload-time = "2025-09-25T21:32:37.966Z" }, + { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355, upload-time = "2025-09-25T21:32:39.178Z" }, + { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175, upload-time = "2025-09-25T21:32:40.865Z" }, + { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228, upload-time = "2025-09-25T21:32:42.084Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194, upload-time = "2025-09-25T21:32:43.362Z" }, + { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429, upload-time = "2025-09-25T21:32:57.844Z" }, + { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912, upload-time = "2025-09-25T21:32:59.247Z" }, + { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108, upload-time = "2025-09-25T21:32:44.377Z" }, + { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641, upload-time = "2025-09-25T21:32:45.407Z" }, + { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901, upload-time = "2025-09-25T21:32:48.83Z" }, + { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132, upload-time = "2025-09-25T21:32:50.149Z" }, + { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261, upload-time = "2025-09-25T21:32:51.808Z" }, + { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272, upload-time = "2025-09-25T21:32:52.941Z" }, + { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923, upload-time = "2025-09-25T21:32:54.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062, upload-time = "2025-09-25T21:32:55.767Z" }, + { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341, upload-time = "2025-09-25T21:32:56.828Z" }, +] + +[[package]] +name = "pyzmq" +version = "27.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cffi", marker = "implementation_name == 'pypy'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/04/0b/3c9baedbdf613ecaa7aa07027780b8867f57b6293b6ee50de316c9f3222b/pyzmq-27.1.0.tar.gz", hash = "sha256:ac0765e3d44455adb6ddbf4417dcce460fc40a05978c08efdf2948072f6db540", size = 281750, upload-time = "2025-09-08T23:10:18.157Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/92/e7/038aab64a946d535901103da16b953c8c9cc9c961dadcbf3609ed6428d23/pyzmq-27.1.0-cp312-abi3-macosx_10_15_universal2.whl", hash = "sha256:452631b640340c928fa343801b0d07eb0c3789a5ffa843f6e1a9cee0ba4eb4fc", size = 1306279, upload-time = "2025-09-08T23:08:03.807Z" }, + { url = "https://files.pythonhosted.org/packages/e8/5e/c3c49fdd0f535ef45eefcc16934648e9e59dace4a37ee88fc53f6cd8e641/pyzmq-27.1.0-cp312-abi3-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:1c179799b118e554b66da67d88ed66cd37a169f1f23b5d9f0a231b4e8d44a113", size = 895645, upload-time = "2025-09-08T23:08:05.301Z" }, + { url = "https://files.pythonhosted.org/packages/f8/e5/b0b2504cb4e903a74dcf1ebae157f9e20ebb6ea76095f6cfffea28c42ecd/pyzmq-27.1.0-cp312-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3837439b7f99e60312f0c926a6ad437b067356dc2bc2ec96eb395fd0fe804233", size = 652574, upload-time = "2025-09-08T23:08:06.828Z" }, + { url = "https://files.pythonhosted.org/packages/f8/9b/c108cdb55560eaf253f0cbdb61b29971e9fb34d9c3499b0e96e4e60ed8a5/pyzmq-27.1.0-cp312-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43ad9a73e3da1fab5b0e7e13402f0b2fb934ae1c876c51d0afff0e7c052eca31", size = 840995, upload-time = "2025-09-08T23:08:08.396Z" }, + { url = "https://files.pythonhosted.org/packages/c2/bb/b79798ca177b9eb0825b4c9998c6af8cd2a7f15a6a1a4272c1d1a21d382f/pyzmq-27.1.0-cp312-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0de3028d69d4cdc475bfe47a6128eb38d8bc0e8f4d69646adfbcd840facbac28", size = 1642070, upload-time = "2025-09-08T23:08:09.989Z" }, + { url = "https://files.pythonhosted.org/packages/9c/80/2df2e7977c4ede24c79ae39dcef3899bfc5f34d1ca7a5b24f182c9b7a9ca/pyzmq-27.1.0-cp312-abi3-musllinux_1_2_i686.whl", hash = "sha256:cf44a7763aea9298c0aa7dbf859f87ed7012de8bda0f3977b6fb1d96745df856", size = 2021121, upload-time = "2025-09-08T23:08:11.907Z" }, + { url = "https://files.pythonhosted.org/packages/46/bd/2d45ad24f5f5ae7e8d01525eb76786fa7557136555cac7d929880519e33a/pyzmq-27.1.0-cp312-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f30f395a9e6fbca195400ce833c731e7b64c3919aa481af4d88c3759e0cb7496", size = 1878550, upload-time = "2025-09-08T23:08:13.513Z" }, + { url = "https://files.pythonhosted.org/packages/e6/2f/104c0a3c778d7c2ab8190e9db4f62f0b6957b53c9d87db77c284b69f33ea/pyzmq-27.1.0-cp312-abi3-win32.whl", hash = "sha256:250e5436a4ba13885494412b3da5d518cd0d3a278a1ae640e113c073a5f88edd", size = 559184, upload-time = "2025-09-08T23:08:15.163Z" }, + { url = "https://files.pythonhosted.org/packages/fc/7f/a21b20d577e4100c6a41795842028235998a643b1ad406a6d4163ea8f53e/pyzmq-27.1.0-cp312-abi3-win_amd64.whl", hash = "sha256:9ce490cf1d2ca2ad84733aa1d69ce6855372cb5ce9223802450c9b2a7cba0ccf", size = 619480, upload-time = "2025-09-08T23:08:17.192Z" }, + { url = "https://files.pythonhosted.org/packages/78/c2/c012beae5f76b72f007a9e91ee9401cb88c51d0f83c6257a03e785c81cc2/pyzmq-27.1.0-cp312-abi3-win_arm64.whl", hash = "sha256:75a2f36223f0d535a0c919e23615fc85a1e23b71f40c7eb43d7b1dedb4d8f15f", size = 552993, upload-time = "2025-09-08T23:08:18.926Z" }, + { url = "https://files.pythonhosted.org/packages/60/cb/84a13459c51da6cec1b7b1dc1a47e6db6da50b77ad7fd9c145842750a011/pyzmq-27.1.0-cp313-cp313-android_24_arm64_v8a.whl", hash = "sha256:93ad4b0855a664229559e45c8d23797ceac03183c7b6f5b4428152a6b06684a5", size = 1122436, upload-time = "2025-09-08T23:08:20.801Z" }, + { url = "https://files.pythonhosted.org/packages/dc/b6/94414759a69a26c3dd674570a81813c46a078767d931a6c70ad29fc585cb/pyzmq-27.1.0-cp313-cp313-android_24_x86_64.whl", hash = "sha256:fbb4f2400bfda24f12f009cba62ad5734148569ff4949b1b6ec3b519444342e6", size = 1156301, upload-time = "2025-09-08T23:08:22.47Z" }, + { url = "https://files.pythonhosted.org/packages/a5/ad/15906493fd40c316377fd8a8f6b1f93104f97a752667763c9b9c1b71d42d/pyzmq-27.1.0-cp313-cp313t-macosx_10_15_universal2.whl", hash = "sha256:e343d067f7b151cfe4eb3bb796a7752c9d369eed007b91231e817071d2c2fec7", size = 1341197, upload-time = "2025-09-08T23:08:24.286Z" }, + { url = "https://files.pythonhosted.org/packages/14/1d/d343f3ce13db53a54cb8946594e567410b2125394dafcc0268d8dda027e0/pyzmq-27.1.0-cp313-cp313t-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:08363b2011dec81c354d694bdecaef4770e0ae96b9afea70b3f47b973655cc05", size = 897275, upload-time = "2025-09-08T23:08:26.063Z" }, + { url = "https://files.pythonhosted.org/packages/69/2d/d83dd6d7ca929a2fc67d2c3005415cdf322af7751d773524809f9e585129/pyzmq-27.1.0-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d54530c8c8b5b8ddb3318f481297441af102517602b569146185fa10b63f4fa9", size = 660469, upload-time = "2025-09-08T23:08:27.623Z" }, + { url = "https://files.pythonhosted.org/packages/3e/cd/9822a7af117f4bc0f1952dbe9ef8358eb50a24928efd5edf54210b850259/pyzmq-27.1.0-cp313-cp313t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6f3afa12c392f0a44a2414056d730eebc33ec0926aae92b5ad5cf26ebb6cc128", size = 847961, upload-time = "2025-09-08T23:08:29.672Z" }, + { url = "https://files.pythonhosted.org/packages/9a/12/f003e824a19ed73be15542f172fd0ec4ad0b60cf37436652c93b9df7c585/pyzmq-27.1.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:c65047adafe573ff023b3187bb93faa583151627bc9c51fc4fb2c561ed689d39", size = 1650282, upload-time = "2025-09-08T23:08:31.349Z" }, + { url = "https://files.pythonhosted.org/packages/d5/4a/e82d788ed58e9a23995cee70dbc20c9aded3d13a92d30d57ec2291f1e8a3/pyzmq-27.1.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:90e6e9441c946a8b0a667356f7078d96411391a3b8f80980315455574177ec97", size = 2024468, upload-time = "2025-09-08T23:08:33.543Z" }, + { url = "https://files.pythonhosted.org/packages/d9/94/2da0a60841f757481e402b34bf4c8bf57fa54a5466b965de791b1e6f747d/pyzmq-27.1.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:add071b2d25f84e8189aaf0882d39a285b42fa3853016ebab234a5e78c7a43db", size = 1885394, upload-time = "2025-09-08T23:08:35.51Z" }, + { url = "https://files.pythonhosted.org/packages/4f/6f/55c10e2e49ad52d080dc24e37adb215e5b0d64990b57598abc2e3f01725b/pyzmq-27.1.0-cp313-cp313t-win32.whl", hash = "sha256:7ccc0700cfdf7bd487bea8d850ec38f204478681ea02a582a8da8171b7f90a1c", size = 574964, upload-time = "2025-09-08T23:08:37.178Z" }, + { url = "https://files.pythonhosted.org/packages/87/4d/2534970ba63dd7c522d8ca80fb92777f362c0f321900667c615e2067cb29/pyzmq-27.1.0-cp313-cp313t-win_amd64.whl", hash = "sha256:8085a9fba668216b9b4323be338ee5437a235fe275b9d1610e422ccc279733e2", size = 641029, upload-time = "2025-09-08T23:08:40.595Z" }, + { url = "https://files.pythonhosted.org/packages/f6/fa/f8aea7a28b0641f31d40dea42d7ef003fded31e184ef47db696bc74cd610/pyzmq-27.1.0-cp313-cp313t-win_arm64.whl", hash = "sha256:6bb54ca21bcfe361e445256c15eedf083f153811c37be87e0514934d6913061e", size = 561541, upload-time = "2025-09-08T23:08:42.668Z" }, + { url = "https://files.pythonhosted.org/packages/87/45/19efbb3000956e82d0331bafca5d9ac19ea2857722fa2caacefb6042f39d/pyzmq-27.1.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:ce980af330231615756acd5154f29813d553ea555485ae712c491cd483df6b7a", size = 1341197, upload-time = "2025-09-08T23:08:44.973Z" }, + { url = "https://files.pythonhosted.org/packages/48/43/d72ccdbf0d73d1343936296665826350cb1e825f92f2db9db3e61c2162a2/pyzmq-27.1.0-cp314-cp314t-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:1779be8c549e54a1c38f805e56d2a2e5c009d26de10921d7d51cfd1c8d4632ea", size = 897175, upload-time = "2025-09-08T23:08:46.601Z" }, + { url = "https://files.pythonhosted.org/packages/2f/2e/a483f73a10b65a9ef0161e817321d39a770b2acf8bcf3004a28d90d14a94/pyzmq-27.1.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7200bb0f03345515df50d99d3db206a0a6bee1955fbb8c453c76f5bf0e08fb96", size = 660427, upload-time = "2025-09-08T23:08:48.187Z" }, + { url = "https://files.pythonhosted.org/packages/f5/d2/5f36552c2d3e5685abe60dfa56f91169f7a2d99bbaf67c5271022ab40863/pyzmq-27.1.0-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01c0e07d558b06a60773744ea6251f769cd79a41a97d11b8bf4ab8f034b0424d", size = 847929, upload-time = "2025-09-08T23:08:49.76Z" }, + { url = "https://files.pythonhosted.org/packages/c4/2a/404b331f2b7bf3198e9945f75c4c521f0c6a3a23b51f7a4a401b94a13833/pyzmq-27.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:80d834abee71f65253c91540445d37c4c561e293ba6e741b992f20a105d69146", size = 1650193, upload-time = "2025-09-08T23:08:51.7Z" }, + { url = "https://files.pythonhosted.org/packages/1c/0b/f4107e33f62a5acf60e3ded67ed33d79b4ce18de432625ce2fc5093d6388/pyzmq-27.1.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:544b4e3b7198dde4a62b8ff6685e9802a9a1ebf47e77478a5eb88eca2a82f2fd", size = 2024388, upload-time = "2025-09-08T23:08:53.393Z" }, + { url = "https://files.pythonhosted.org/packages/0d/01/add31fe76512642fd6e40e3a3bd21f4b47e242c8ba33efb6809e37076d9b/pyzmq-27.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cedc4c68178e59a4046f97eca31b148ddcf51e88677de1ef4e78cf06c5376c9a", size = 1885316, upload-time = "2025-09-08T23:08:55.702Z" }, + { url = "https://files.pythonhosted.org/packages/c4/59/a5f38970f9bf07cee96128de79590bb354917914a9be11272cfc7ff26af0/pyzmq-27.1.0-cp314-cp314t-win32.whl", hash = "sha256:1f0b2a577fd770aa6f053211a55d1c47901f4d537389a034c690291485e5fe92", size = 587472, upload-time = "2025-09-08T23:08:58.18Z" }, + { url = "https://files.pythonhosted.org/packages/70/d8/78b1bad170f93fcf5e3536e70e8fadac55030002275c9a29e8f5719185de/pyzmq-27.1.0-cp314-cp314t-win_amd64.whl", hash = "sha256:19c9468ae0437f8074af379e986c5d3d7d7bfe033506af442e8c879732bedbe0", size = 661401, upload-time = "2025-09-08T23:08:59.802Z" }, + { url = "https://files.pythonhosted.org/packages/81/d6/4bfbb40c9a0b42fc53c7cf442f6385db70b40f74a783130c5d0a5aa62228/pyzmq-27.1.0-cp314-cp314t-win_arm64.whl", hash = "sha256:dc5dbf68a7857b59473f7df42650c621d7e8923fb03fa74a526890f4d33cc4d7", size = 575170, upload-time = "2025-09-08T23:09:01.418Z" }, +] + +[[package]] +name = "requests" +version = "2.32.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "charset-normalizer" }, + { name = "idna" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/c9/74/b3ff8e6c8446842c3f5c837e9c3dfcfe2018ea6ecef224c710c85ef728f4/requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf", size = 134517, upload-time = "2025-08-18T20:46:02.573Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738, upload-time = "2025-08-18T20:46:00.542Z" }, +] + +[[package]] +name = "retrying" +version = "1.4.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/c8/5a/b17e1e257d3e6f2e7758930e1256832c9ddd576f8631781e6a072914befa/retrying-1.4.2.tar.gz", hash = "sha256:d102e75d53d8d30b88562d45361d6c6c934da06fab31bd81c0420acb97a8ba39", size = 11411, upload-time = "2025-08-03T03:35:25.189Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/67/f3/6cd296376653270ac1b423bb30bd70942d9916b6978c6f40472d6ac038e7/retrying-1.4.2-py3-none-any.whl", hash = "sha256:bbc004aeb542a74f3569aeddf42a2516efefcdaff90df0eb38fbfbf19f179f59", size = 10859, upload-time = "2025-08-03T03:35:23.829Z" }, +] + +[[package]] +name = "rich" +version = "14.2.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown-it-py" }, + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/fb/d2/8920e102050a0de7bfabeb4c4614a49248cf8d5d7a8d01885fbb24dc767a/rich-14.2.0.tar.gz", hash = "sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4", size = 219990, upload-time = "2025-10-09T14:16:53.064Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd", size = 243393, upload-time = "2025-10-09T14:16:51.245Z" }, +] + +[[package]] +name = "ruff" +version = "0.12.12" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a8/f0/e0965dd709b8cabe6356811c0ee8c096806bb57d20b5019eb4e48a117410/ruff-0.12.12.tar.gz", hash = "sha256:b86cd3415dbe31b3b46a71c598f4c4b2f550346d1ccf6326b347cc0c8fd063d6", size = 5359915, upload-time = "2025-09-04T16:50:18.273Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/09/79/8d3d687224d88367b51c7974cec1040c4b015772bfbeffac95face14c04a/ruff-0.12.12-py3-none-linux_armv6l.whl", hash = "sha256:de1c4b916d98ab289818e55ce481e2cacfaad7710b01d1f990c497edf217dafc", size = 12116602, upload-time = "2025-09-04T16:49:18.892Z" }, + { url = "https://files.pythonhosted.org/packages/c3/c3/6e599657fe192462f94861a09aae935b869aea8a1da07f47d6eae471397c/ruff-0.12.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7acd6045e87fac75a0b0cdedacf9ab3e1ad9d929d149785903cff9bb69ad9727", size = 12868393, upload-time = "2025-09-04T16:49:23.043Z" }, + { url = "https://files.pythonhosted.org/packages/e8/d2/9e3e40d399abc95336b1843f52fc0daaceb672d0e3c9290a28ff1a96f79d/ruff-0.12.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:abf4073688d7d6da16611f2f126be86523a8ec4343d15d276c614bda8ec44edb", size = 12036967, upload-time = "2025-09-04T16:49:26.04Z" }, + { url = "https://files.pythonhosted.org/packages/e9/03/6816b2ed08836be272e87107d905f0908be5b4a40c14bfc91043e76631b8/ruff-0.12.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:968e77094b1d7a576992ac078557d1439df678a34c6fe02fd979f973af167577", size = 12276038, upload-time = "2025-09-04T16:49:29.056Z" }, + { url = "https://files.pythonhosted.org/packages/9f/d5/707b92a61310edf358a389477eabd8af68f375c0ef858194be97ca5b6069/ruff-0.12.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:42a67d16e5b1ffc6d21c5f67851e0e769517fb57a8ebad1d0781b30888aa704e", size = 11901110, upload-time = "2025-09-04T16:49:32.07Z" }, + { url = "https://files.pythonhosted.org/packages/9d/3d/f8b1038f4b9822e26ec3d5b49cf2bc313e3c1564cceb4c1a42820bf74853/ruff-0.12.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b216ec0a0674e4b1214dcc998a5088e54eaf39417327b19ffefba1c4a1e4971e", size = 13668352, upload-time = "2025-09-04T16:49:35.148Z" }, + { url = "https://files.pythonhosted.org/packages/98/0e/91421368ae6c4f3765dd41a150f760c5f725516028a6be30e58255e3c668/ruff-0.12.12-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:59f909c0fdd8f1dcdbfed0b9569b8bf428cf144bec87d9de298dcd4723f5bee8", size = 14638365, upload-time = "2025-09-04T16:49:38.892Z" }, + { url = "https://files.pythonhosted.org/packages/74/5d/88f3f06a142f58ecc8ecb0c2fe0b82343e2a2b04dcd098809f717cf74b6c/ruff-0.12.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9ac93d87047e765336f0c18eacad51dad0c1c33c9df7484c40f98e1d773876f5", size = 14060812, upload-time = "2025-09-04T16:49:42.732Z" }, + { url = "https://files.pythonhosted.org/packages/13/fc/8962e7ddd2e81863d5c92400820f650b86f97ff919c59836fbc4c1a6d84c/ruff-0.12.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:01543c137fd3650d322922e8b14cc133b8ea734617c4891c5a9fccf4bfc9aa92", size = 13050208, upload-time = "2025-09-04T16:49:46.434Z" }, + { url = "https://files.pythonhosted.org/packages/53/06/8deb52d48a9a624fd37390555d9589e719eac568c020b27e96eed671f25f/ruff-0.12.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2afc2fa864197634e549d87fb1e7b6feb01df0a80fd510d6489e1ce8c0b1cc45", size = 13311444, upload-time = "2025-09-04T16:49:49.931Z" }, + { url = "https://files.pythonhosted.org/packages/2a/81/de5a29af7eb8f341f8140867ffb93f82e4fde7256dadee79016ac87c2716/ruff-0.12.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:0c0945246f5ad776cb8925e36af2438e66188d2b57d9cf2eed2c382c58b371e5", size = 13279474, upload-time = "2025-09-04T16:49:53.465Z" }, + { url = "https://files.pythonhosted.org/packages/7f/14/d9577fdeaf791737ada1b4f5c6b59c21c3326f3f683229096cccd7674e0c/ruff-0.12.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a0fbafe8c58e37aae28b84a80ba1817f2ea552e9450156018a478bf1fa80f4e4", size = 12070204, upload-time = "2025-09-04T16:49:56.882Z" }, + { url = "https://files.pythonhosted.org/packages/77/04/a910078284b47fad54506dc0af13839c418ff704e341c176f64e1127e461/ruff-0.12.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:b9c456fb2fc8e1282affa932c9e40f5ec31ec9cbb66751a316bd131273b57c23", size = 11880347, upload-time = "2025-09-04T16:49:59.729Z" }, + { url = "https://files.pythonhosted.org/packages/df/58/30185fcb0e89f05e7ea82e5817b47798f7fa7179863f9d9ba6fd4fe1b098/ruff-0.12.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:5f12856123b0ad0147d90b3961f5c90e7427f9acd4b40050705499c98983f489", size = 12891844, upload-time = "2025-09-04T16:50:02.591Z" }, + { url = "https://files.pythonhosted.org/packages/21/9c/28a8dacce4855e6703dcb8cdf6c1705d0b23dd01d60150786cd55aa93b16/ruff-0.12.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:26a1b5a2bf7dd2c47e3b46d077cd9c0fc3b93e6c6cc9ed750bd312ae9dc302ee", size = 13360687, upload-time = "2025-09-04T16:50:05.8Z" }, + { url = "https://files.pythonhosted.org/packages/c8/fa/05b6428a008e60f79546c943e54068316f32ec8ab5c4f73e4563934fbdc7/ruff-0.12.12-py3-none-win32.whl", hash = "sha256:173be2bfc142af07a01e3a759aba6f7791aa47acf3604f610b1c36db888df7b1", size = 12052870, upload-time = "2025-09-04T16:50:09.121Z" }, + { url = "https://files.pythonhosted.org/packages/85/60/d1e335417804df452589271818749d061b22772b87efda88354cf35cdb7a/ruff-0.12.12-py3-none-win_amd64.whl", hash = "sha256:e99620bf01884e5f38611934c09dd194eb665b0109104acae3ba6102b600fd0d", size = 13178016, upload-time = "2025-09-04T16:50:12.559Z" }, + { url = "https://files.pythonhosted.org/packages/28/7e/61c42657f6e4614a4258f1c3b0c5b93adc4d1f8575f5229d1906b483099b/ruff-0.12.12-py3-none-win_arm64.whl", hash = "sha256:2a8199cab4ce4d72d158319b63370abf60991495fb733db96cd923a34c52d093", size = 12256762, upload-time = "2025-09-04T16:50:15.737Z" }, +] + +[[package]] +name = "s3fs" +version = "2025.12.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "aiobotocore" }, + { name = "aiohttp" }, + { name = "fsspec" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/cf/26/fff848df6a76d6fec20208e61548244639c46a741e296244c3404d6e7df0/s3fs-2025.12.0.tar.gz", hash = "sha256:8612885105ce14d609c5b807553f9f9956b45541576a17ff337d9435ed3eb01f", size = 81217, upload-time = "2025-12-03T15:34:04.754Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/44/8c/04797ebb53748b4d594d4c334b2d9a99f2d2e06e19ad505f1313ca5d56eb/s3fs-2025.12.0-py3-none-any.whl", hash = "sha256:89d51e0744256baad7ae5410304a368ca195affd93a07795bc8ba9c00c9effbb", size = 30726, upload-time = "2025-12-03T15:34:03.576Z" }, +] + +[[package]] +name = "s3transfer" +version = "0.15.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "botocore" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ca/bb/940d6af975948c1cc18f44545ffb219d3c35d78ec972b42ae229e8e37e08/s3transfer-0.15.0.tar.gz", hash = "sha256:d36fac8d0e3603eff9b5bfa4282c7ce6feb0301a633566153cbd0b93d11d8379", size = 152185, upload-time = "2025-11-20T20:28:56.327Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5f/e1/5ef25f52973aa12a19cf4e1375d00932d7fb354ffd310487ba7d44225c1a/s3transfer-0.15.0-py3-none-any.whl", hash = "sha256:6f8bf5caa31a0865c4081186689db1b2534cef721d104eb26101de4b9d6a5852", size = 85984, upload-time = "2025-11-20T20:28:55.046Z" }, +] + +[[package]] +name = "scikit-learn" +version = "1.7.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "joblib" }, + { name = "numpy" }, + { name = "scipy" }, + { name = "threadpoolctl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/c2/a7855e41c9d285dfe86dc50b250978105dce513d6e459ea66a6aeb0e1e0c/scikit_learn-1.7.2.tar.gz", hash = "sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda", size = 7193136, upload-time = "2025-09-09T08:21:29.075Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/aa/3996e2196075689afb9fce0410ebdb4a09099d7964d061d7213700204409/scikit_learn-1.7.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96", size = 9259818, upload-time = "2025-09-09T08:20:43.19Z" }, + { url = "https://files.pythonhosted.org/packages/43/5d/779320063e88af9c4a7c2cf463ff11c21ac9c8bd730c4a294b0000b666c9/scikit_learn-1.7.2-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476", size = 8636997, upload-time = "2025-09-09T08:20:45.468Z" }, + { url = "https://files.pythonhosted.org/packages/5c/d0/0c577d9325b05594fdd33aa970bf53fb673f051a45496842caee13cfd7fe/scikit_learn-1.7.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b", size = 9478381, upload-time = "2025-09-09T08:20:47.982Z" }, + { url = "https://files.pythonhosted.org/packages/82/70/8bf44b933837ba8494ca0fc9a9ab60f1c13b062ad0197f60a56e2fc4c43e/scikit_learn-1.7.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44", size = 9300296, upload-time = "2025-09-09T08:20:50.366Z" }, + { url = "https://files.pythonhosted.org/packages/c6/99/ed35197a158f1fdc2fe7c3680e9c70d0128f662e1fee4ed495f4b5e13db0/scikit_learn-1.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290", size = 8731256, upload-time = "2025-09-09T08:20:52.627Z" }, + { url = "https://files.pythonhosted.org/packages/ae/93/a3038cb0293037fd335f77f31fe053b89c72f17b1c8908c576c29d953e84/scikit_learn-1.7.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7", size = 9212382, upload-time = "2025-09-09T08:20:54.731Z" }, + { url = "https://files.pythonhosted.org/packages/40/dd/9a88879b0c1104259136146e4742026b52df8540c39fec21a6383f8292c7/scikit_learn-1.7.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe", size = 8592042, upload-time = "2025-09-09T08:20:57.313Z" }, + { url = "https://files.pythonhosted.org/packages/46/af/c5e286471b7d10871b811b72ae794ac5fe2989c0a2df07f0ec723030f5f5/scikit_learn-1.7.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f", size = 9434180, upload-time = "2025-09-09T08:20:59.671Z" }, + { url = "https://files.pythonhosted.org/packages/f1/fd/df59faa53312d585023b2da27e866524ffb8faf87a68516c23896c718320/scikit_learn-1.7.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0", size = 9283660, upload-time = "2025-09-09T08:21:01.71Z" }, + { url = "https://files.pythonhosted.org/packages/a7/c7/03000262759d7b6f38c836ff9d512f438a70d8a8ddae68ee80de72dcfb63/scikit_learn-1.7.2-cp313-cp313-win_amd64.whl", hash = "sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c", size = 8702057, upload-time = "2025-09-09T08:21:04.234Z" }, + { url = "https://files.pythonhosted.org/packages/55/87/ef5eb1f267084532c8e4aef98a28b6ffe7425acbfd64b5e2f2e066bc29b3/scikit_learn-1.7.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8", size = 9558731, upload-time = "2025-09-09T08:21:06.381Z" }, + { url = "https://files.pythonhosted.org/packages/93/f8/6c1e3fc14b10118068d7938878a9f3f4e6d7b74a8ddb1e5bed65159ccda8/scikit_learn-1.7.2-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a", size = 9038852, upload-time = "2025-09-09T08:21:08.628Z" }, + { url = "https://files.pythonhosted.org/packages/83/87/066cafc896ee540c34becf95d30375fe5cbe93c3b75a0ee9aa852cd60021/scikit_learn-1.7.2-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c", size = 9527094, upload-time = "2025-09-09T08:21:11.486Z" }, + { url = "https://files.pythonhosted.org/packages/9c/2b/4903e1ccafa1f6453b1ab78413938c8800633988c838aa0be386cbb33072/scikit_learn-1.7.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c", size = 9367436, upload-time = "2025-09-09T08:21:13.602Z" }, + { url = "https://files.pythonhosted.org/packages/b5/aa/8444be3cfb10451617ff9d177b3c190288f4563e6c50ff02728be67ad094/scikit_learn-1.7.2-cp313-cp313t-win_amd64.whl", hash = "sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973", size = 9275749, upload-time = "2025-09-09T08:21:15.96Z" }, + { url = "https://files.pythonhosted.org/packages/d9/82/dee5acf66837852e8e68df6d8d3a6cb22d3df997b733b032f513d95205b7/scikit_learn-1.7.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33", size = 9208906, upload-time = "2025-09-09T08:21:18.557Z" }, + { url = "https://files.pythonhosted.org/packages/3c/30/9029e54e17b87cb7d50d51a5926429c683d5b4c1732f0507a6c3bed9bf65/scikit_learn-1.7.2-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615", size = 8627836, upload-time = "2025-09-09T08:21:20.695Z" }, + { url = "https://files.pythonhosted.org/packages/60/18/4a52c635c71b536879f4b971c2cedf32c35ee78f48367885ed8025d1f7ee/scikit_learn-1.7.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106", size = 9426236, upload-time = "2025-09-09T08:21:22.645Z" }, + { url = "https://files.pythonhosted.org/packages/99/7e/290362f6ab582128c53445458a5befd471ed1ea37953d5bcf80604619250/scikit_learn-1.7.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61", size = 9312593, upload-time = "2025-09-09T08:21:24.65Z" }, + { url = "https://files.pythonhosted.org/packages/8e/87/24f541b6d62b1794939ae6422f8023703bbf6900378b2b34e0b4384dfefd/scikit_learn-1.7.2-cp314-cp314-win_amd64.whl", hash = "sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8", size = 8820007, upload-time = "2025-09-09T08:21:26.713Z" }, +] + +[[package]] +name = "scipy" +version = "1.16.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/0a/ca/d8ace4f98322d01abcd52d381134344bf7b431eba7ed8b42bdea5a3c2ac9/scipy-1.16.3.tar.gz", hash = "sha256:01e87659402762f43bd2fee13370553a17ada367d42e7487800bf2916535aecb", size = 30597883, upload-time = "2025-10-28T17:38:54.068Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/40/41/5bf55c3f386b1643812f3a5674edf74b26184378ef0f3e7c7a09a7e2ca7f/scipy-1.16.3-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:81fc5827606858cf71446a5e98715ba0e11f0dbc83d71c7409d05486592a45d6", size = 36659043, upload-time = "2025-10-28T17:32:40.285Z" }, + { url = "https://files.pythonhosted.org/packages/1e/0f/65582071948cfc45d43e9870bf7ca5f0e0684e165d7c9ef4e50d783073eb/scipy-1.16.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:c97176013d404c7346bf57874eaac5187d969293bf40497140b0a2b2b7482e07", size = 28898986, upload-time = "2025-10-28T17:32:45.325Z" }, + { url = "https://files.pythonhosted.org/packages/96/5e/36bf3f0ac298187d1ceadde9051177d6a4fe4d507e8f59067dc9dd39e650/scipy-1.16.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2b71d93c8a9936046866acebc915e2af2e292b883ed6e2cbe5c34beb094b82d9", size = 20889814, upload-time = "2025-10-28T17:32:49.277Z" }, + { url = "https://files.pythonhosted.org/packages/80/35/178d9d0c35394d5d5211bbff7ac4f2986c5488b59506fef9e1de13ea28d3/scipy-1.16.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3d4a07a8e785d80289dfe66b7c27d8634a773020742ec7187b85ccc4b0e7b686", size = 23565795, upload-time = "2025-10-28T17:32:53.337Z" }, + { url = "https://files.pythonhosted.org/packages/fa/46/d1146ff536d034d02f83c8afc3c4bab2eddb634624d6529a8512f3afc9da/scipy-1.16.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0553371015692a898e1aa858fed67a3576c34edefa6b7ebdb4e9dde49ce5c203", size = 33349476, upload-time = "2025-10-28T17:32:58.353Z" }, + { url = "https://files.pythonhosted.org/packages/79/2e/415119c9ab3e62249e18c2b082c07aff907a273741b3f8160414b0e9193c/scipy-1.16.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:72d1717fd3b5e6ec747327ce9bda32d5463f472c9dce9f54499e81fbd50245a1", size = 35676692, upload-time = "2025-10-28T17:33:03.88Z" }, + { url = "https://files.pythonhosted.org/packages/27/82/df26e44da78bf8d2aeaf7566082260cfa15955a5a6e96e6a29935b64132f/scipy-1.16.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1fb2472e72e24d1530debe6ae078db70fb1605350c88a3d14bc401d6306dbffe", size = 36019345, upload-time = "2025-10-28T17:33:09.773Z" }, + { url = "https://files.pythonhosted.org/packages/82/31/006cbb4b648ba379a95c87262c2855cd0d09453e500937f78b30f02fa1cd/scipy-1.16.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c5192722cffe15f9329a3948c4b1db789fbb1f05c97899187dcf009b283aea70", size = 38678975, upload-time = "2025-10-28T17:33:15.809Z" }, + { url = "https://files.pythonhosted.org/packages/c2/7f/acbd28c97e990b421af7d6d6cd416358c9c293fc958b8529e0bd5d2a2a19/scipy-1.16.3-cp312-cp312-win_amd64.whl", hash = "sha256:56edc65510d1331dae01ef9b658d428e33ed48b4f77b1d51caf479a0253f96dc", size = 38555926, upload-time = "2025-10-28T17:33:21.388Z" }, + { url = "https://files.pythonhosted.org/packages/ce/69/c5c7807fd007dad4f48e0a5f2153038dc96e8725d3345b9ee31b2b7bed46/scipy-1.16.3-cp312-cp312-win_arm64.whl", hash = "sha256:a8a26c78ef223d3e30920ef759e25625a0ecdd0d60e5a8818b7513c3e5384cf2", size = 25463014, upload-time = "2025-10-28T17:33:25.975Z" }, + { url = "https://files.pythonhosted.org/packages/72/f1/57e8327ab1508272029e27eeef34f2302ffc156b69e7e233e906c2a5c379/scipy-1.16.3-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:d2ec56337675e61b312179a1ad124f5f570c00f920cc75e1000025451b88241c", size = 36617856, upload-time = "2025-10-28T17:33:31.375Z" }, + { url = "https://files.pythonhosted.org/packages/44/13/7e63cfba8a7452eb756306aa2fd9b37a29a323b672b964b4fdeded9a3f21/scipy-1.16.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:16b8bc35a4cc24db80a0ec836a9286d0e31b2503cb2fd7ff7fb0e0374a97081d", size = 28874306, upload-time = "2025-10-28T17:33:36.516Z" }, + { url = "https://files.pythonhosted.org/packages/15/65/3a9400efd0228a176e6ec3454b1fa998fbbb5a8defa1672c3f65706987db/scipy-1.16.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:5803c5fadd29de0cf27fa08ccbfe7a9e5d741bf63e4ab1085437266f12460ff9", size = 20865371, upload-time = "2025-10-28T17:33:42.094Z" }, + { url = "https://files.pythonhosted.org/packages/33/d7/eda09adf009a9fb81827194d4dd02d2e4bc752cef16737cc4ef065234031/scipy-1.16.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:b81c27fc41954319a943d43b20e07c40bdcd3ff7cf013f4fb86286faefe546c4", size = 23524877, upload-time = "2025-10-28T17:33:48.483Z" }, + { url = "https://files.pythonhosted.org/packages/7d/6b/3f911e1ebc364cb81320223a3422aab7d26c9c7973109a9cd0f27c64c6c0/scipy-1.16.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0c3b4dd3d9b08dbce0f3440032c52e9e2ab9f96ade2d3943313dfe51a7056959", size = 33342103, upload-time = "2025-10-28T17:33:56.495Z" }, + { url = "https://files.pythonhosted.org/packages/21/f6/4bfb5695d8941e5c570a04d9fcd0d36bce7511b7d78e6e75c8f9791f82d0/scipy-1.16.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7dc1360c06535ea6116a2220f760ae572db9f661aba2d88074fe30ec2aa1ff88", size = 35697297, upload-time = "2025-10-28T17:34:04.722Z" }, + { url = "https://files.pythonhosted.org/packages/04/e1/6496dadbc80d8d896ff72511ecfe2316b50313bfc3ebf07a3f580f08bd8c/scipy-1.16.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:663b8d66a8748051c3ee9c96465fb417509315b99c71550fda2591d7dd634234", size = 36021756, upload-time = "2025-10-28T17:34:13.482Z" }, + { url = "https://files.pythonhosted.org/packages/fe/bd/a8c7799e0136b987bda3e1b23d155bcb31aec68a4a472554df5f0937eef7/scipy-1.16.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eab43fae33a0c39006a88096cd7b4f4ef545ea0447d250d5ac18202d40b6611d", size = 38696566, upload-time = "2025-10-28T17:34:22.384Z" }, + { url = "https://files.pythonhosted.org/packages/cd/01/1204382461fcbfeb05b6161b594f4007e78b6eba9b375382f79153172b4d/scipy-1.16.3-cp313-cp313-win_amd64.whl", hash = "sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304", size = 38529877, upload-time = "2025-10-28T17:35:51.076Z" }, + { url = "https://files.pythonhosted.org/packages/7f/14/9d9fbcaa1260a94f4bb5b64ba9213ceb5d03cd88841fe9fd1ffd47a45b73/scipy-1.16.3-cp313-cp313-win_arm64.whl", hash = "sha256:50a3dbf286dbc7d84f176f9a1574c705f277cb6565069f88f60db9eafdbe3ee2", size = 25455366, upload-time = "2025-10-28T17:35:59.014Z" }, + { url = "https://files.pythonhosted.org/packages/e2/a3/9ec205bd49f42d45d77f1730dbad9ccf146244c1647605cf834b3a8c4f36/scipy-1.16.3-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:fb4b29f4cf8cc5a8d628bc8d8e26d12d7278cd1f219f22698a378c3d67db5e4b", size = 37027931, upload-time = "2025-10-28T17:34:31.451Z" }, + { url = "https://files.pythonhosted.org/packages/25/06/ca9fd1f3a4589cbd825b1447e5db3a8ebb969c1eaf22c8579bd286f51b6d/scipy-1.16.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:8d09d72dc92742988b0e7750bddb8060b0c7079606c0d24a8cc8e9c9c11f9079", size = 29400081, upload-time = "2025-10-28T17:34:39.087Z" }, + { url = "https://files.pythonhosted.org/packages/6a/56/933e68210d92657d93fb0e381683bc0e53a965048d7358ff5fbf9e6a1b17/scipy-1.16.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:03192a35e661470197556de24e7cb1330d84b35b94ead65c46ad6f16f6b28f2a", size = 21391244, upload-time = "2025-10-28T17:34:45.234Z" }, + { url = "https://files.pythonhosted.org/packages/a8/7e/779845db03dc1418e215726329674b40576879b91814568757ff0014ad65/scipy-1.16.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:57d01cb6f85e34f0946b33caa66e892aae072b64b034183f3d87c4025802a119", size = 23929753, upload-time = "2025-10-28T17:34:51.793Z" }, + { url = "https://files.pythonhosted.org/packages/4c/4b/f756cf8161d5365dcdef9e5f460ab226c068211030a175d2fc7f3f41ca64/scipy-1.16.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:96491a6a54e995f00a28a3c3badfff58fd093bf26cd5fb34a2188c8c756a3a2c", size = 33496912, upload-time = "2025-10-28T17:34:59.8Z" }, + { url = "https://files.pythonhosted.org/packages/09/b5/222b1e49a58668f23839ca1542a6322bb095ab8d6590d4f71723869a6c2c/scipy-1.16.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cd13e354df9938598af2be05822c323e97132d5e6306b83a3b4ee6724c6e522e", size = 35802371, upload-time = "2025-10-28T17:35:08.173Z" }, + { url = "https://files.pythonhosted.org/packages/c1/8d/5964ef68bb31829bde27611f8c9deeac13764589fe74a75390242b64ca44/scipy-1.16.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:63d3cdacb8a824a295191a723ee5e4ea7768ca5ca5f2838532d9f2e2b3ce2135", size = 36190477, upload-time = "2025-10-28T17:35:16.7Z" }, + { url = "https://files.pythonhosted.org/packages/ab/f2/b31d75cb9b5fa4dd39a0a931ee9b33e7f6f36f23be5ef560bf72e0f92f32/scipy-1.16.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e7efa2681ea410b10dde31a52b18b0154d66f2485328830e45fdf183af5aefc6", size = 38796678, upload-time = "2025-10-28T17:35:26.354Z" }, + { url = "https://files.pythonhosted.org/packages/b4/1e/b3723d8ff64ab548c38d87055483714fefe6ee20e0189b62352b5e015bb1/scipy-1.16.3-cp313-cp313t-win_amd64.whl", hash = "sha256:2d1ae2cf0c350e7705168ff2429962a89ad90c2d49d1dd300686d8b2a5af22fc", size = 38640178, upload-time = "2025-10-28T17:35:35.304Z" }, + { url = "https://files.pythonhosted.org/packages/8e/f3/d854ff38789aca9b0cc23008d607ced9de4f7ab14fa1ca4329f86b3758ca/scipy-1.16.3-cp313-cp313t-win_arm64.whl", hash = "sha256:0c623a54f7b79dd88ef56da19bc2873afec9673a48f3b85b18e4d402bdd29a5a", size = 25803246, upload-time = "2025-10-28T17:35:42.155Z" }, + { url = "https://files.pythonhosted.org/packages/99/f6/99b10fd70f2d864c1e29a28bbcaa0c6340f9d8518396542d9ea3b4aaae15/scipy-1.16.3-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:875555ce62743e1d54f06cdf22c1e0bc47b91130ac40fe5d783b6dfa114beeb6", size = 36606469, upload-time = "2025-10-28T17:36:08.741Z" }, + { url = "https://files.pythonhosted.org/packages/4d/74/043b54f2319f48ea940dd025779fa28ee360e6b95acb7cd188fad4391c6b/scipy-1.16.3-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:bb61878c18a470021fb515a843dc7a76961a8daceaaaa8bad1332f1bf4b54657", size = 28872043, upload-time = "2025-10-28T17:36:16.599Z" }, + { url = "https://files.pythonhosted.org/packages/4d/e1/24b7e50cc1c4ee6ffbcb1f27fe9f4c8b40e7911675f6d2d20955f41c6348/scipy-1.16.3-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f2622206f5559784fa5c4b53a950c3c7c1cf3e84ca1b9c4b6c03f062f289ca26", size = 20862952, upload-time = "2025-10-28T17:36:22.966Z" }, + { url = "https://files.pythonhosted.org/packages/dd/3a/3e8c01a4d742b730df368e063787c6808597ccb38636ed821d10b39ca51b/scipy-1.16.3-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7f68154688c515cdb541a31ef8eb66d8cd1050605be9dcd74199cbd22ac739bc", size = 23508512, upload-time = "2025-10-28T17:36:29.731Z" }, + { url = "https://files.pythonhosted.org/packages/1f/60/c45a12b98ad591536bfe5330cb3cfe1850d7570259303563b1721564d458/scipy-1.16.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8b3c820ddb80029fe9f43d61b81d8b488d3ef8ca010d15122b152db77dc94c22", size = 33413639, upload-time = "2025-10-28T17:36:37.982Z" }, + { url = "https://files.pythonhosted.org/packages/71/bc/35957d88645476307e4839712642896689df442f3e53b0fa016ecf8a3357/scipy-1.16.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d3837938ae715fc0fe3c39c0202de3a8853aff22ca66781ddc2ade7554b7e2cc", size = 35704729, upload-time = "2025-10-28T17:36:46.547Z" }, + { url = "https://files.pythonhosted.org/packages/3b/15/89105e659041b1ca11c386e9995aefacd513a78493656e57789f9d9eab61/scipy-1.16.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:aadd23f98f9cb069b3bd64ddc900c4d277778242e961751f77a8cb5c4b946fb0", size = 36086251, upload-time = "2025-10-28T17:36:55.161Z" }, + { url = "https://files.pythonhosted.org/packages/1a/87/c0ea673ac9c6cc50b3da2196d860273bc7389aa69b64efa8493bdd25b093/scipy-1.16.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b7c5f1bda1354d6a19bc6af73a649f8285ca63ac6b52e64e658a5a11d4d69800", size = 38716681, upload-time = "2025-10-28T17:37:04.1Z" }, + { url = "https://files.pythonhosted.org/packages/91/06/837893227b043fb9b0d13e4bd7586982d8136cb249ffb3492930dab905b8/scipy-1.16.3-cp314-cp314-win_amd64.whl", hash = "sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d", size = 39358423, upload-time = "2025-10-28T17:38:20.005Z" }, + { url = "https://files.pythonhosted.org/packages/95/03/28bce0355e4d34a7c034727505a02d19548549e190bedd13a721e35380b7/scipy-1.16.3-cp314-cp314-win_arm64.whl", hash = "sha256:6020470b9d00245926f2d5bb93b119ca0340f0d564eb6fbaad843eaebf9d690f", size = 26135027, upload-time = "2025-10-28T17:38:24.966Z" }, + { url = "https://files.pythonhosted.org/packages/b2/6f/69f1e2b682efe9de8fe9f91040f0cd32f13cfccba690512ba4c582b0bc29/scipy-1.16.3-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:e1d27cbcb4602680a49d787d90664fa4974063ac9d4134813332a8c53dbe667c", size = 37028379, upload-time = "2025-10-28T17:37:14.061Z" }, + { url = "https://files.pythonhosted.org/packages/7c/2d/e826f31624a5ebbab1cd93d30fd74349914753076ed0593e1d56a98c4fb4/scipy-1.16.3-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:9b9c9c07b6d56a35777a1b4cc8966118fb16cfd8daf6743867d17d36cfad2d40", size = 29400052, upload-time = "2025-10-28T17:37:21.709Z" }, + { url = "https://files.pythonhosted.org/packages/69/27/d24feb80155f41fd1f156bf144e7e049b4e2b9dd06261a242905e3bc7a03/scipy-1.16.3-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:3a4c460301fb2cffb7f88528f30b3127742cff583603aa7dc964a52c463b385d", size = 21391183, upload-time = "2025-10-28T17:37:29.559Z" }, + { url = "https://files.pythonhosted.org/packages/f8/d3/1b229e433074c5738a24277eca520a2319aac7465eea7310ea6ae0e98ae2/scipy-1.16.3-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:f667a4542cc8917af1db06366d3f78a5c8e83badd56409f94d1eac8d8d9133fa", size = 23930174, upload-time = "2025-10-28T17:37:36.306Z" }, + { url = "https://files.pythonhosted.org/packages/16/9d/d9e148b0ec680c0f042581a2be79a28a7ab66c0c4946697f9e7553ead337/scipy-1.16.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f379b54b77a597aa7ee5e697df0d66903e41b9c85a6dd7946159e356319158e8", size = 33497852, upload-time = "2025-10-28T17:37:42.228Z" }, + { url = "https://files.pythonhosted.org/packages/2f/22/4e5f7561e4f98b7bea63cf3fd7934bff1e3182e9f1626b089a679914d5c8/scipy-1.16.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4aff59800a3b7f786b70bfd6ab551001cb553244988d7d6b8299cb1ea653b353", size = 35798595, upload-time = "2025-10-28T17:37:48.102Z" }, + { url = "https://files.pythonhosted.org/packages/83/42/6644d714c179429fc7196857866f219fef25238319b650bb32dde7bf7a48/scipy-1.16.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:da7763f55885045036fabcebd80144b757d3db06ab0861415d1c3b7c69042146", size = 36186269, upload-time = "2025-10-28T17:37:53.72Z" }, + { url = "https://files.pythonhosted.org/packages/ac/70/64b4d7ca92f9cf2e6fc6aaa2eecf80bb9b6b985043a9583f32f8177ea122/scipy-1.16.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ffa6eea95283b2b8079b821dc11f50a17d0571c92b43e2b5b12764dc5f9b285d", size = 38802779, upload-time = "2025-10-28T17:37:59.393Z" }, + { url = "https://files.pythonhosted.org/packages/61/82/8d0e39f62764cce5ffd5284131e109f07cf8955aef9ab8ed4e3aa5e30539/scipy-1.16.3-cp314-cp314t-win_amd64.whl", hash = "sha256:d9f48cafc7ce94cf9b15c6bffdc443a81a27bf7075cf2dcd5c8b40f85d10c4e7", size = 39471128, upload-time = "2025-10-28T17:38:05.259Z" }, + { url = "https://files.pythonhosted.org/packages/64/47/a494741db7280eae6dc033510c319e34d42dd41b7ac0c7ead39354d1a2b5/scipy-1.16.3-cp314-cp314t-win_arm64.whl", hash = "sha256:21d9d6b197227a12dcbf9633320a4e34c6b0e51c57268df255a0942983bac562", size = 26464127, upload-time = "2025-10-28T17:38:11.34Z" }, +] + +[[package]] +name = "setuptools" +version = "80.9.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958, upload-time = "2025-05-27T00:56:51.443Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486, upload-time = "2025-05-27T00:56:49.664Z" }, +] + +[[package]] +name = "shap" +version = "0.49.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.14'", +] +dependencies = [ + { name = "cloudpickle", marker = "python_full_version >= '3.14'" }, + { name = "numba", marker = "python_full_version >= '3.14'" }, + { name = "numpy", marker = "python_full_version >= '3.14'" }, + { name = "packaging", marker = "python_full_version >= '3.14'" }, + { name = "pandas", marker = "python_full_version >= '3.14'" }, + { name = "scikit-learn", marker = "python_full_version >= '3.14'" }, + { name = "scipy", marker = "python_full_version >= '3.14'" }, + { name = "slicer", marker = "python_full_version >= '3.14'" }, + { name = "tqdm", marker = "python_full_version >= '3.14'" }, + { name = "typing-extensions", marker = "python_full_version >= '3.14'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/dc/c6/9823a7f483aa9f3179fc359c10d22da9e418b1a7a3fc99a42b705d05e82a/shap-0.49.1.tar.gz", hash = "sha256:1114ecd804fff29f50d522ce6031082fcf42fe4a32fb1b5da233b2415d784c8c", size = 4084725, upload-time = "2025-10-14T10:04:49.75Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/92/7a/ccecf7a9158baa10bdc5146907c72dd5f85c762cb5f16cdc74d15cebb8a1/shap-0.49.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c652dc77f1fffe73f5a3def3356c5090e2e6401c261e4fe5329d83cb6251e772", size = 559663, upload-time = "2025-10-14T10:04:25.412Z" }, + { url = "https://files.pythonhosted.org/packages/ee/c6/c43382d6c891fcf067d0a9f6d954351e3c7d330f4328c5816769b796aa27/shap-0.49.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c23f1493205e648634680c8974e82e7f4b2e96ae3a7eca2251680172bd197ae9", size = 556265, upload-time = "2025-10-14T10:04:27.098Z" }, + { url = "https://files.pythonhosted.org/packages/c0/71/f7db7a5a2cedaa3ac52f58f453172d613be041bedd9509ce5b5cba2096a6/shap-0.49.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41147740c42821023e1b60185ce8be989656ccac266cc9490d7a8e3ad53c556a", size = 1022419, upload-time = "2025-10-14T10:04:28.793Z" }, + { url = "https://files.pythonhosted.org/packages/c2/a4/96ca9a69dd669ff835ddef875c5dd8e07599103769417d3e9051fd97d470/shap-0.49.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef9952929d4a7e6763d2716938067bdad762217e3afb46cabfc15a62c012b364", size = 1027074, upload-time = "2025-10-14T10:04:30.2Z" }, + { url = "https://files.pythonhosted.org/packages/fc/9a/89ed1ac8beffe8ff8e09c12cb351bc3c79ddaadcc47ca6ee434d76e464d7/shap-0.49.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e823417eb0a01947cd9bd763bef2e534c5aef7a7c2952b1badfa969c7d59d3b3", size = 2088172, upload-time = "2025-10-14T10:04:31.725Z" }, + { url = "https://files.pythonhosted.org/packages/4a/28/11422c1c3aa022a06e76cbfa3267e1750cedc00c1e02ef1ccae9c88cd6f4/shap-0.49.1-cp312-cp312-win_amd64.whl", hash = "sha256:cb28043decfec3f35f795421eb5a81545f629b7f60bbf7449cd2843a7f1c8cc6", size = 548036, upload-time = "2025-10-14T10:04:33.087Z" }, + { url = "https://files.pythonhosted.org/packages/e9/5c/030bbfa19605ca4ad66a753d55e76aee5093be6748a6d33eda89e5613995/shap-0.49.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:333cd8e8c427badda92d5ada9e7aad1e3e1e8e7e0398da51a18b7ffb03514e45", size = 558604, upload-time = "2025-10-14T10:04:34.298Z" }, + { url = "https://files.pythonhosted.org/packages/2c/7f/7e7b78e9fac6f891096fb6a59a6d4db23243b0af2369ae54e161f513c485/shap-0.49.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f4faf61560f73a66f4f26bc027c91f8939201979c4db24949dca305ba0a2ad36", size = 555311, upload-time = "2025-10-14T10:04:35.582Z" }, + { url = "https://files.pythonhosted.org/packages/f2/be/25283a0f8c30deaf897b89a0dbfd490d330f6fc68caa6f19db6e130832e9/shap-0.49.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b440da658d9aee7711bf642c9b4826d81f588fb478cd9e90c068646e90f56669", size = 1016897, upload-time = "2025-10-14T10:04:36.856Z" }, + { url = "https://files.pythonhosted.org/packages/5c/91/a63e563f3dc8e134db12dd155a1a6ed5e0649f79fc8ac651aac1088e8652/shap-0.49.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8dfa5654eccf4d13dcb262a10314a4e0eb1060db842b2ef31e9fb0038168bc1", size = 1022476, upload-time = "2025-10-14T10:04:38.171Z" }, + { url = "https://files.pythonhosted.org/packages/15/a2/89303c1f7eb206658bf9ec974dc6e69b0a6bd309cf5de0cfa8f92f5a8eb3/shap-0.49.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ed3080030a6000d3737841c5770ed555b8a922b794fa0ba5aae1e45655eda1fa", size = 2087940, upload-time = "2025-10-14T10:04:39.497Z" }, + { url = "https://files.pythonhosted.org/packages/84/bd/0b9b3e19b9b8cda51463f8a749dc354eb9c87f42eddcbfdf742dceb3746b/shap-0.49.1-cp313-cp313-win_amd64.whl", hash = "sha256:6af779344c23b12a47063aab7fc135fefbdb5849233c1813f11dd8cf2fc73bea", size = 547806, upload-time = "2025-10-14T10:04:40.712Z" }, +] + +[[package]] +name = "shap" +version = "0.50.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.14'", +] +dependencies = [ + { name = "cloudpickle", marker = "python_full_version < '3.14'" }, + { name = "numba", marker = "python_full_version < '3.14'" }, + { name = "numpy", marker = "python_full_version < '3.14'" }, + { name = "packaging", marker = "python_full_version < '3.14'" }, + { name = "pandas", marker = "python_full_version < '3.14'" }, + { name = "scikit-learn", marker = "python_full_version < '3.14'" }, + { name = "scipy", marker = "python_full_version < '3.14'" }, + { name = "slicer", marker = "python_full_version < '3.14'" }, + { name = "tqdm", marker = "python_full_version < '3.14'" }, + { name = "typing-extensions", marker = "python_full_version < '3.14'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/2b/2c/9ccbfbdf5ceeb914317f9691ef1fca3118d4a997eb5e79bcd8992f56c938/shap-0.50.0.tar.gz", hash = "sha256:bdc559acf7f647bc3bb22c6a1fea9f50716ed357ad595bc357b43082ae4dc6b9", size = 4087800, upload-time = "2025-11-11T18:36:53.363Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/72/aa9623c2aa1eb70a3aa23c1a823851cab227232964ab91e3280afa290b31/shap-0.50.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:166eb4f14e6fb82e6b9b9a178ac18d5a2798f42f13e9b8b0565450977ae58e0a", size = 558926, upload-time = "2025-11-11T18:36:08.873Z" }, + { url = "https://files.pythonhosted.org/packages/3d/6c/2d7d2c26fe48e8878429a8d23dd5faa6d1043b98657922276a9be71d70cb/shap-0.50.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:146bafd501d9061fce78e8d927504b0c2a7254a102a17a016c2141adcfeb6170", size = 555519, upload-time = "2025-11-11T18:36:10.38Z" }, + { url = "https://files.pythonhosted.org/packages/22/da/c2de2259c98444394b73d3582b1bbd8db999d529e674fdbcacea295f3a4c/shap-0.50.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5aa229dd3bccd779ae12cee35d68db3366ae2af693b174b446f877898d4cc9ce", size = 1044221, upload-time = "2025-11-11T18:36:11.825Z" }, + { url = "https://files.pythonhosted.org/packages/9c/03/aaa39d180a95edfb096e8c41b328d554d4c6e6069a1f76cde677ce516c1d/shap-0.50.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d8419ff6515a1294bbf370d7f40853abe806046e0d102e405974bcf0821239d0", size = 1056224, upload-time = "2025-11-11T18:36:13.523Z" }, + { url = "https://files.pythonhosted.org/packages/91/bf/41c88a09204d77b0ca3ec1cd51efb9c87af24eb008e6e8d3c2df9a9048ed/shap-0.50.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:62cc66704db8c3439256089d2f3b29a42597d3c24bab1e245ed3800f7c4c4b2a", size = 2007878, upload-time = "2025-11-11T18:36:15.399Z" }, + { url = "https://files.pythonhosted.org/packages/06/79/2562d6c053e45e77d20d9f131fb637a6c38276e4ec6f21a5f9be5a6a392e/shap-0.50.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:404445e957d45ab9d35cbfaeea7184c95845e8a3caf92116ee702a218a34a124", size = 2083599, upload-time = "2025-11-11T18:36:17.072Z" }, + { url = "https://files.pythonhosted.org/packages/c1/29/021db5e35636aae199a40cfdbb87794432bbe9660c5bdbff0867d754e400/shap-0.50.0-cp312-cp312-win_amd64.whl", hash = "sha256:1c9b534eb06d6b6d5f68257be2cc83be4e324aed89884876600ce86dcb6b1818", size = 549302, upload-time = "2025-11-11T18:36:18.627Z" }, + { url = "https://files.pythonhosted.org/packages/ca/de/40120047779e2b6da8838bbf94c58e15c345aa5b7f805418da558a588d73/shap-0.50.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0249b10142c1205e7de994c6135178faaaabb6b12528382db1f8e1f2b902d207", size = 558175, upload-time = "2025-11-11T18:36:20.001Z" }, + { url = "https://files.pythonhosted.org/packages/0c/c7/20f79a21bc5b548d12c144ffce93e4afb4b6af8e1593b60ac6f1bf598383/shap-0.50.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e9908af8d22d2be05f303ca8fed70fd845bbbe33190abac24b6cb1a89e294e20", size = 554885, upload-time = "2025-11-11T18:36:21.801Z" }, + { url = "https://files.pythonhosted.org/packages/cf/cd/5e309071aca6c177a24fd4ced99cce36069234b2431e70a0919cc837c2a4/shap-0.50.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96f8e01228d780ad2efbc67d3ae6d3ba2a4afe02e9e1519c891f67d641f0e17d", size = 1044107, upload-time = "2025-11-11T18:36:23.301Z" }, + { url = "https://files.pythonhosted.org/packages/6b/6a/c006de5df0e0f4850aa94019df1f79bf6a5342fa851ca85e4728691fd0c4/shap-0.50.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a757c94cda0587edb727cbf08a4af819921ad42646b55833713c531ead75742d", size = 1056016, upload-time = "2025-11-11T18:36:24.954Z" }, + { url = "https://files.pythonhosted.org/packages/fa/00/92e91357c2ec3d8996e8a7d1f0592c6c2a69edd381087930cbb10dfa2807/shap-0.50.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b35200f21f3f67c96cf19a819a60470d052281c8f3df7da13fed40fdf64ea469", size = 2006035, upload-time = "2025-11-11T18:36:27.151Z" }, + { url = "https://files.pythonhosted.org/packages/de/04/ee0f84f405c7a0070f46224bf4449a4fd32dcd5e799f20818ecb70e4591a/shap-0.50.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:cf267e854b0ce4b39c861f39d257f9dfb86704167eeb4db006c01f115dc37489", size = 2082743, upload-time = "2025-11-11T18:36:29.167Z" }, + { url = "https://files.pythonhosted.org/packages/02/48/5db93e86f3b77613ed2ef532f79bf8988d43e542444f3f59cad94fda853b/shap-0.50.0-cp313-cp313-win_amd64.whl", hash = "sha256:84b3c2791c68d1d3186cedb15bde98b8efda643034dd0ecf5fa1b0f4e1265cb5", size = 549110, upload-time = "2025-11-11T18:36:30.796Z" }, + { url = "https://files.pythonhosted.org/packages/5a/08/8a58cf6d43be07cc99e8c16385c2e10fb070def22f50bff864bef101498b/shap-0.50.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1fb30930986bda79ac3f2a4e4db5942d7874b2d917c717a2fdb9aa505e11dd20", size = 555585, upload-time = "2025-11-11T18:36:33.199Z" }, + { url = "https://files.pythonhosted.org/packages/58/22/68c831039e5798e994b46823a3a2d635d1d4e07ba9d9ebdff323a5c02f43/shap-0.50.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d82522fd5b050a261323021b4c17a1027296ec2dc3bf8550863fde3ddd0f9d68", size = 1043164, upload-time = "2025-11-11T18:36:34.827Z" }, + { url = "https://files.pythonhosted.org/packages/29/99/7253238d1e4c58628f0f985a75d4ce5c8de6022e25f709eba2e999d590bb/shap-0.50.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:96b1efc72393533a64dd3a3d524b4b13ab4a2752cd63e8c74167f59aa081e230", size = 1051961, upload-time = "2025-11-11T18:36:36.55Z" }, + { url = "https://files.pythonhosted.org/packages/29/d4/deffc065a46600171f816b83a621cef81357ca8db579d031f569f681c7e0/shap-0.50.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:58d5aa9e802145ef21c596932ec28605d7ac4f879ac614c6106f4c7e31e60096", size = 2005489, upload-time = "2025-11-11T18:36:38.443Z" }, + { url = "https://files.pythonhosted.org/packages/69/d3/d295efc01cc091a504f2c2a2040f1e965bb670eca4dba1582150b6885321/shap-0.50.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2deb44e3fb8bce2c3c98be04617b1209c81f87d6e769f57c9b0cb1cea0761118", size = 2079076, upload-time = "2025-11-11T18:36:41.658Z" }, + { url = "https://files.pythonhosted.org/packages/40/b7/3d30baa1bd0473c0114a2de26f26fb3b55968290fc842242f787b0bc2b2a/shap-0.50.0-cp314-cp314-win_amd64.whl", hash = "sha256:8d05f0c0c8d4f7752ae29098e72589437b3576df3434b16c418e6e0cfa2571cd", size = 552278, upload-time = "2025-11-11T18:36:43.337Z" }, + { url = "https://files.pythonhosted.org/packages/7f/63/5c2f0b832c5cd0874cfcfd1f4d947cc6bded45a4242b62ee087589cf98c4/shap-0.50.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:49966fa3f41113c76045b2c5a3415020a1dc643559526cb993fdaaf3b6b37352", size = 562192, upload-time = "2025-11-11T18:36:44.99Z" }, + { url = "https://files.pythonhosted.org/packages/72/c9/c58ec4122e0d1fbcfafd5a06bbd477240ba7a46cafafca42b817d423b1c7/shap-0.50.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:181a6cb1937ceab3da16e5bb43bc37c2556fffe58f783b12e0a9571172899cf7", size = 1076086, upload-time = "2025-11-11T18:36:46.9Z" }, + { url = "https://files.pythonhosted.org/packages/ed/49/811a7b95f0d3dd654308984f56b34c4ed1712f6f483128f729bace80c243/shap-0.50.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6b23684d3cd86cecbfc52a47cad780b83d45f8c028368d1d4c9373a8aca822f8", size = 2027950, upload-time = "2025-11-11T18:36:48.849Z" }, + { url = "https://files.pythonhosted.org/packages/d1/d1/a563b5fdc39b0c300a350d765f2133bafa9df0867061c1c8adda45cacd9f/shap-0.50.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:27d46d1001f74f6a28567992259150ec9d4ea895ff20b02db38c31d7f268a3c7", size = 2089909, upload-time = "2025-11-11T18:36:50.851Z" }, +] + +[[package]] +name = "shellingham" +version = "1.5.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/58/15/8b3609fd3830ef7b27b655beb4b4e9c62313a4e8da8c676e142cc210d58e/shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de", size = 10310, upload-time = "2023-10-24T04:13:40.426Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755, upload-time = "2023-10-24T04:13:38.866Z" }, +] + +[[package]] +name = "six" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, +] + +[[package]] +name = "slicer" +version = "0.0.8" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d3/f9/b4bce2825b39b57760b361e6131a3dacee3d8951c58cb97ad120abb90317/slicer-0.0.8.tar.gz", hash = "sha256:2e7553af73f0c0c2d355f4afcc3ecf97c6f2156fcf4593955c3f56cf6c4d6eb7", size = 14894, upload-time = "2024-03-09T23:35:26.826Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/63/81/9ef641ff4e12cbcca30e54e72fb0951a2ba195d0cda0ba4100e532d929db/slicer-0.0.8-py3-none-any.whl", hash = "sha256:6c206258543aecd010d497dc2eca9d2805860a0b3758673903456b7df7934dc3", size = 15251, upload-time = "2024-03-09T07:03:07.708Z" }, +] + +[[package]] +name = "snowflake-connector-python" +version = "3.18.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "asn1crypto" }, + { name = "boto3" }, + { name = "botocore" }, + { name = "certifi" }, + { name = "cffi" }, + { name = "charset-normalizer" }, + { name = "cryptography", version = "45.0.7", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" }, + { name = "cryptography", version = "46.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" }, + { name = "filelock" }, + { name = "idna" }, + { name = "packaging" }, + { name = "platformdirs" }, + { name = "pyjwt" }, + { name = "pyopenssl" }, + { name = "pytz" }, + { name = "requests" }, + { name = "sortedcontainers" }, + { name = "tomlkit" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/25/df/41fe26b68801e3d59653a5dc7ce87a92e9d967dcad7b59b035b8c9804815/snowflake_connector_python-3.18.0.tar.gz", hash = "sha256:41a46eb9824574c5f8068e3ed5c02a2dc0a733ed08ee81fa1fb3dd0ebe921728", size = 798019, upload-time = "2025-10-06T12:15:34.301Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/da/67/0df7829f295988c121f385c562d60c7a4989bc8f72885d04669ce5cd6516/snowflake_connector_python-3.18.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fee7035f865088f948510b094101c8a0e5b22501891f2115f7fb1cb555de76a", size = 1013717, upload-time = "2025-10-06T12:15:41.906Z" }, + { url = "https://files.pythonhosted.org/packages/4d/90/35353d5311735ebe85f0224f3a6e4f136c29e1b3e4ce6c7466c9b7e7931b/snowflake_connector_python-3.18.0-cp312-cp312-macosx_11_0_x86_64.whl", hash = "sha256:283366b35df88cd0c71caf0215ba80370ddef4dd37d2adf43b24208c747231ee", size = 1025471, upload-time = "2025-10-06T12:15:43.073Z" }, + { url = "https://files.pythonhosted.org/packages/ec/16/d490c00546ca8842d314de689ac718c73c9fe0f9b042e06703449282de7c/snowflake_connector_python-3.18.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2e4c285cc6a7f6431cff98c8f235a0fe9da2262462dd3dfc2b97120574a95cf9", size = 2684000, upload-time = "2025-10-06T12:15:23.411Z" }, + { url = "https://files.pythonhosted.org/packages/d3/cb/4bc697af4138e17cccde506f28233492a6e1919ced7a65aa31b6f1e8bb6c/snowflake_connector_python-3.18.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94e041e347b5151b66d19d6cfc3b3172dac1f51e44bbf7cf58f3989427dd464a", size = 2715472, upload-time = "2025-10-06T12:15:25.062Z" }, + { url = "https://files.pythonhosted.org/packages/d9/72/815a4b9795ddce224a1392849dd34a408f2dac240bcdcb0539d42cfd31b1/snowflake_connector_python-3.18.0-cp312-cp312-win_amd64.whl", hash = "sha256:7116cfa410d517328fd25fabffb54845b88667586718578c4333ce034fead1ba", size = 1160435, upload-time = "2025-10-06T12:15:55.046Z" }, + { url = "https://files.pythonhosted.org/packages/a1/e6/b75caca8bcfeae1bc999bf70c9cb54a73607f361a3f1ef0b679e2bd850a6/snowflake_connector_python-3.18.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4ed2d593f1983939d5d8d88b212d86fd4f14f0ceefc1df9882b4a18534adbde9", size = 1014849, upload-time = "2025-10-06T12:15:44.228Z" }, + { url = "https://files.pythonhosted.org/packages/4b/03/0420ebed3b9326e738ab06f8d3f80d9d430054e181ddfe3bf908d87ea5f9/snowflake_connector_python-3.18.0-cp313-cp313-macosx_11_0_x86_64.whl", hash = "sha256:b99f261c82be92224ac20c8c12bdf26ce3ed5dfd8a3df8a97f15a1e11c46ad27", size = 1026296, upload-time = "2025-10-06T12:15:46.82Z" }, + { url = "https://files.pythonhosted.org/packages/d5/04/a467a3bc6d59fd77b7628086a32102711cfb337b0920c3dac340a29f27e8/snowflake_connector_python-3.18.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51eb789a09dc6c62119cfabd044fba1a6b8378206f05a1e83ddb2e9cb49acc0b", size = 2685839, upload-time = "2025-10-06T12:15:26.475Z" }, + { url = "https://files.pythonhosted.org/packages/29/70/0ae9d661d405720b7e3bcea425f1915475b457e4a17fec4eb28b8bd91d35/snowflake_connector_python-3.18.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bd1de3038b6d7059ca59f93e105aba2a673151c693cc4292f72f38bfaf147df2", size = 2718059, upload-time = "2025-10-06T12:15:27.765Z" }, + { url = "https://files.pythonhosted.org/packages/9d/38/ea46bbe910bd44ce52aaeea2fefe072392c7c6f3c04bfd0aea3f8fdd5e3a/snowflake_connector_python-3.18.0-cp313-cp313-win_amd64.whl", hash = "sha256:aeeb181a156333480f60b5f8ddbb3d087e288b4509adbef7993236defe4d7570", size = 1160453, upload-time = "2025-10-06T12:15:58.405Z" }, +] + +[package.optional-dependencies] +pandas = [ + { name = "pandas" }, + { name = "pyarrow" }, +] + +[[package]] +name = "snowflake-core" +version = "1.9.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "pydantic" }, + { name = "python-dateutil" }, + { name = "pyyaml" }, + { name = "requests" }, + { name = "snowflake-connector-python" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/28/5e/aaf55b621a29545870f918ac57c1416f2b9fbd584236fc37b34b5686633d/snowflake_core-1.9.0.tar.gz", hash = "sha256:1083a01884e9cceb93dc075c99bbc9ae9d7afd808bf3cff8c003624d35f119d0", size = 926688, upload-time = "2025-11-13T19:22:28.647Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/30/36/590b67ebb38355373a2e6310c8b21a8d09156c01b91f851955cb0e6d4a89/snowflake_core-1.9.0-py3-none-any.whl", hash = "sha256:ed5f659e69644b44850dc4ca0ad2e0d33180be5bf86e569899b5864d81c59a9a", size = 1555640, upload-time = "2025-11-13T19:22:30.122Z" }, +] + +[[package]] +name = "snowflake-ml-python" +version = "1.20.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, + { name = "cachetools" }, + { name = "cloudpickle" }, + { name = "cryptography", version = "45.0.7", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" }, + { name = "cryptography", version = "46.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" }, + { name = "fsspec", extra = ["http"] }, + { name = "importlib-resources" }, + { name = "numpy" }, + { name = "packaging" }, + { name = "pandas" }, + { name = "platformdirs" }, + { name = "pyarrow" }, + { name = "pydantic" }, + { name = "pyjwt" }, + { name = "pytimeparse" }, + { name = "pyyaml" }, + { name = "retrying" }, + { name = "s3fs" }, + { name = "scikit-learn" }, + { name = "scipy" }, + { name = "shap", version = "0.49.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" }, + { name = "shap", version = "0.50.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" }, + { name = "snowflake-connector-python", extra = ["pandas"] }, + { name = "snowflake-core" }, + { name = "snowflake-snowpark-python" }, + { name = "sqlparse" }, + { name = "tqdm" }, + { name = "typing-extensions" }, + { name = "xgboost" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/76/1b/429bff92569d74308bdaa4ef0f903d975986084f834e39c457822875a00c/snowflake_ml_python-1.20.0.tar.gz", hash = "sha256:4400b14a41b2ff56990c2a09594c2942e6994132a0193726cfa48eeed88d365f", size = 1882530, upload-time = "2025-12-02T23:15:48.682Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/05/0214072270bc98a5a1d36410ce307ea9beb0df90adc922f6740185b9c2df/snowflake_ml_python-1.20.0-py3-none-any.whl", hash = "sha256:8af92a77f81bd77a6d85822109f3950ed1a87b103ba4c2510699b5b490ec9b1f", size = 2202663, upload-time = "2025-12-02T23:15:46.822Z" }, +] + +[[package]] +name = "snowflake-snowpark-python" +version = "1.43.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cloudpickle" }, + { name = "protobuf" }, + { name = "python-dateutil" }, + { name = "pyyaml" }, + { name = "setuptools" }, + { name = "snowflake-connector-python" }, + { name = "typing-extensions" }, + { name = "tzlocal" }, + { name = "wheel" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/9d/aa/ffc365b782e59318e2b49d1c8080786c95c04302799cf7b8980eea2bfd26/snowflake_snowpark_python-1.43.0.tar.gz", hash = "sha256:282afccb8ba60289a263a42f3040b762c216eef4e64a3aea08ad7dda98a07dff", size = 1814558, upload-time = "2025-12-03T18:13:55.09Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f7/81/771eb54bc045c08577520140b4c24e06fb7c5c1976b1ed0da3e459b896e8/snowflake_snowpark_python-1.43.0-py3-none-any.whl", hash = "sha256:871ca4b3b749c32c48fde9ed59869752279bdaaa0c6d940e6bbe162c12661b94", size = 1858482, upload-time = "2025-12-03T18:13:53.526Z" }, +] + +[[package]] +name = "sortedcontainers" +version = "2.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e8/c4/ba2f8066cceb6f23394729afe52f3bf7adec04bf9ed2c820b39e19299111/sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88", size = 30594, upload-time = "2021-05-16T22:03:42.897Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0", size = 29575, upload-time = "2021-05-16T22:03:41.177Z" }, +] + +[[package]] +name = "sqlparse" +version = "0.5.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/18/67/701f86b28d63b2086de47c942eccf8ca2208b3be69715a1119a4e384415a/sqlparse-0.5.4.tar.gz", hash = "sha256:4396a7d3cf1cd679c1be976cf3dc6e0a51d0111e87787e7a8d780e7d5a998f9e", size = 120112, upload-time = "2025-11-28T07:10:18.377Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/25/70/001ee337f7aa888fb2e3f5fd7592a6afc5283adb1ed44ce8df5764070f22/sqlparse-0.5.4-py3-none-any.whl", hash = "sha256:99a9f0314977b76d776a0fcb8554de91b9bb8a18560631d6bc48721d07023dcb", size = 45933, upload-time = "2025-11-28T07:10:19.73Z" }, +] + +[[package]] +name = "stack-data" +version = "0.6.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "asttokens" }, + { name = "executing" }, + { name = "pure-eval" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/28/e3/55dcc2cfbc3ca9c29519eb6884dd1415ecb53b0e934862d3559ddcb7e20b/stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9", size = 44707, upload-time = "2023-09-30T13:58:05.479Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695", size = 24521, upload-time = "2023-09-30T13:58:03.53Z" }, +] + +[[package]] +name = "threadpoolctl" +version = "3.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b7/4d/08c89e34946fce2aec4fbb45c9016efd5f4d7f24af8e5d93296e935631d8/threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e", size = 21274, upload-time = "2025-03-13T13:49:23.031Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" }, +] + +[[package]] +name = "tomlkit" +version = "0.13.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cc/18/0bbf3884e9eaa38819ebe46a7bd25dcd56b67434402b66a58c4b8e552575/tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1", size = 185207, upload-time = "2025-06-05T07:13:44.947Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/bd/75/8539d011f6be8e29f339c42e633aae3cb73bffa95dd0f9adec09b9c58e85/tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0", size = 38901, upload-time = "2025-06-05T07:13:43.546Z" }, +] + +[[package]] +name = "tornado" +version = "6.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/09/ce/1eb500eae19f4648281bb2186927bb062d2438c2e5093d1360391afd2f90/tornado-6.5.2.tar.gz", hash = "sha256:ab53c8f9a0fa351e2c0741284e06c7a45da86afb544133201c5cc8578eb076a0", size = 510821, upload-time = "2025-08-08T18:27:00.78Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f6/48/6a7529df2c9cc12efd2e8f5dd219516184d703b34c06786809670df5b3bd/tornado-6.5.2-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:2436822940d37cde62771cff8774f4f00b3c8024fe482e16ca8387b8a2724db6", size = 442563, upload-time = "2025-08-08T18:26:42.945Z" }, + { url = "https://files.pythonhosted.org/packages/f2/b5/9b575a0ed3e50b00c40b08cbce82eb618229091d09f6d14bce80fc01cb0b/tornado-6.5.2-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:583a52c7aa94ee046854ba81d9ebb6c81ec0fd30386d96f7640c96dad45a03ef", size = 440729, upload-time = "2025-08-08T18:26:44.473Z" }, + { url = "https://files.pythonhosted.org/packages/1b/4e/619174f52b120efcf23633c817fd3fed867c30bff785e2cd5a53a70e483c/tornado-6.5.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0fe179f28d597deab2842b86ed4060deec7388f1fd9c1b4a41adf8af058907e", size = 444295, upload-time = "2025-08-08T18:26:46.021Z" }, + { url = "https://files.pythonhosted.org/packages/95/fa/87b41709552bbd393c85dd18e4e3499dcd8983f66e7972926db8d96aa065/tornado-6.5.2-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b186e85d1e3536d69583d2298423744740986018e393d0321df7340e71898882", size = 443644, upload-time = "2025-08-08T18:26:47.625Z" }, + { url = "https://files.pythonhosted.org/packages/f9/41/fb15f06e33d7430ca89420283a8762a4e6b8025b800ea51796ab5e6d9559/tornado-6.5.2-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e792706668c87709709c18b353da1f7662317b563ff69f00bab83595940c7108", size = 443878, upload-time = "2025-08-08T18:26:50.599Z" }, + { url = "https://files.pythonhosted.org/packages/11/92/fe6d57da897776ad2e01e279170ea8ae726755b045fe5ac73b75357a5a3f/tornado-6.5.2-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:06ceb1300fd70cb20e43b1ad8aaee0266e69e7ced38fa910ad2e03285009ce7c", size = 444549, upload-time = "2025-08-08T18:26:51.864Z" }, + { url = "https://files.pythonhosted.org/packages/9b/02/c8f4f6c9204526daf3d760f4aa555a7a33ad0e60843eac025ccfd6ff4a93/tornado-6.5.2-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:74db443e0f5251be86cbf37929f84d8c20c27a355dd452a5cfa2aada0d001ec4", size = 443973, upload-time = "2025-08-08T18:26:53.625Z" }, + { url = "https://files.pythonhosted.org/packages/ae/2d/f5f5707b655ce2317190183868cd0f6822a1121b4baeae509ceb9590d0bd/tornado-6.5.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b5e735ab2889d7ed33b32a459cac490eda71a1ba6857b0118de476ab6c366c04", size = 443954, upload-time = "2025-08-08T18:26:55.072Z" }, + { url = "https://files.pythonhosted.org/packages/e8/59/593bd0f40f7355806bf6573b47b8c22f8e1374c9b6fd03114bd6b7a3dcfd/tornado-6.5.2-cp39-abi3-win32.whl", hash = "sha256:c6f29e94d9b37a95013bb669616352ddb82e3bfe8326fccee50583caebc8a5f0", size = 445023, upload-time = "2025-08-08T18:26:56.677Z" }, + { url = "https://files.pythonhosted.org/packages/c7/2a/f609b420c2f564a748a2d80ebfb2ee02a73ca80223af712fca591386cafb/tornado-6.5.2-cp39-abi3-win_amd64.whl", hash = "sha256:e56a5af51cc30dd2cae649429af65ca2f6571da29504a07995175df14c18f35f", size = 445427, upload-time = "2025-08-08T18:26:57.91Z" }, + { url = "https://files.pythonhosted.org/packages/5e/4f/e1f65e8f8c76d73658b33d33b81eed4322fb5085350e4328d5c956f0c8f9/tornado-6.5.2-cp39-abi3-win_arm64.whl", hash = "sha256:d6c33dc3672e3a1f3618eb63b7ef4683a7688e7b9e6e8f0d9aa5726360a004af", size = 444456, upload-time = "2025-08-08T18:26:59.207Z" }, +] + +[[package]] +name = "tqdm" +version = "4.67.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737, upload-time = "2024-11-24T20:12:22.481Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540, upload-time = "2024-11-24T20:12:19.698Z" }, +] + +[[package]] +name = "traitlets" +version = "5.14.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/eb/79/72064e6a701c2183016abbbfedaba506d81e30e232a68c9f0d6f6fcd1574/traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7", size = 161621, upload-time = "2024-04-19T11:11:49.746Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f", size = 85359, upload-time = "2024-04-19T11:11:46.763Z" }, +] + +[[package]] +name = "typer" +version = "0.20.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "rich" }, + { name = "shellingham" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/8f/28/7c85c8032b91dbe79725b6f17d2fffc595dff06a35c7a30a37bef73a1ab4/typer-0.20.0.tar.gz", hash = "sha256:1aaf6494031793e4876fb0bacfa6a912b551cf43c1e63c800df8b1a866720c37", size = 106492, upload-time = "2025-10-20T17:03:49.445Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/64/7713ffe4b5983314e9d436a90d5bd4f63b6054e2aca783a3cfc44cb95bbf/typer-0.20.0-py3-none-any.whl", hash = "sha256:5b463df6793ec1dca6213a3cf4c0f03bc6e322ac5e16e13ddd622a889489784a", size = 47028, upload-time = "2025-10-20T17:03:47.617Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.15.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/72/94/1a15dd82efb362ac84269196e94cf00f187f7ed21c242792a923cdb1c61f/typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466", size = 109391, upload-time = "2025-08-25T13:49:26.313Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614, upload-time = "2025-08-25T13:49:24.86Z" }, +] + +[[package]] +name = "typing-inspection" +version = "0.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949, upload-time = "2025-10-01T02:14:41.687Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" }, +] + +[[package]] +name = "tzdata" +version = "2025.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/95/32/1a225d6164441be760d75c2c42e2780dc0873fe382da3e98a2e1e48361e5/tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9", size = 196380, upload-time = "2025-03-23T13:54:43.652Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839, upload-time = "2025-03-23T13:54:41.845Z" }, +] + +[[package]] +name = "tzlocal" +version = "5.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "tzdata", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/8b/2e/c14812d3d4d9cd1773c6be938f89e5735a1f11a9f184ac3639b93cef35d5/tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd", size = 30761, upload-time = "2025-03-05T21:17:41.549Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c2/14/e2a54fabd4f08cd7af1c07030603c3356b74da07f7cc056e600436edfa17/tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d", size = 18026, upload-time = "2025-03-05T21:17:39.857Z" }, +] + +[[package]] +name = "urllib3" +version = "2.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/15/22/9ee70a2574a4f4599c47dd506532914ce044817c7752a79b6a51286319bc/urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760", size = 393185, upload-time = "2025-06-18T14:07:41.644Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc", size = 129795, upload-time = "2025-06-18T14:07:40.39Z" }, +] + +[[package]] +name = "wcwidth" +version = "0.2.14" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/24/30/6b0809f4510673dc723187aeaf24c7f5459922d01e2f794277a3dfb90345/wcwidth-0.2.14.tar.gz", hash = "sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605", size = 102293, upload-time = "2025-09-22T16:29:53.023Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/af/b5/123f13c975e9f27ab9c0770f514345bd406d0e8d3b7a0723af9d43f710af/wcwidth-0.2.14-py2.py3-none-any.whl", hash = "sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1", size = 37286, upload-time = "2025-09-22T16:29:51.641Z" }, +] + +[[package]] +name = "wheel" +version = "0.45.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/8a/98/2d9906746cdc6a6ef809ae6338005b3f21bb568bea3165cfc6a243fdc25c/wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729", size = 107545, upload-time = "2024-11-23T00:18:23.513Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248", size = 72494, upload-time = "2024-11-23T00:18:21.207Z" }, +] + +[[package]] +name = "wrapt" +version = "1.17.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/95/8f/aeb76c5b46e273670962298c23e7ddde79916cb74db802131d49a85e4b7d/wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0", size = 55547, upload-time = "2025-08-12T05:53:21.714Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9f/41/cad1aba93e752f1f9268c77270da3c469883d56e2798e7df6240dcb2287b/wrapt-1.17.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0", size = 53998, upload-time = "2025-08-12T05:51:47.138Z" }, + { url = "https://files.pythonhosted.org/packages/60/f8/096a7cc13097a1869fe44efe68dace40d2a16ecb853141394047f0780b96/wrapt-1.17.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba", size = 39020, upload-time = "2025-08-12T05:51:35.906Z" }, + { url = "https://files.pythonhosted.org/packages/33/df/bdf864b8997aab4febb96a9ae5c124f700a5abd9b5e13d2a3214ec4be705/wrapt-1.17.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd", size = 39098, upload-time = "2025-08-12T05:51:57.474Z" }, + { url = "https://files.pythonhosted.org/packages/9f/81/5d931d78d0eb732b95dc3ddaeeb71c8bb572fb01356e9133916cd729ecdd/wrapt-1.17.3-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828", size = 88036, upload-time = "2025-08-12T05:52:34.784Z" }, + { url = "https://files.pythonhosted.org/packages/ca/38/2e1785df03b3d72d34fc6252d91d9d12dc27a5c89caef3335a1bbb8908ca/wrapt-1.17.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9", size = 88156, upload-time = "2025-08-12T05:52:13.599Z" }, + { url = "https://files.pythonhosted.org/packages/b3/8b/48cdb60fe0603e34e05cffda0b2a4adab81fd43718e11111a4b0100fd7c1/wrapt-1.17.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396", size = 87102, upload-time = "2025-08-12T05:52:14.56Z" }, + { url = "https://files.pythonhosted.org/packages/3c/51/d81abca783b58f40a154f1b2c56db1d2d9e0d04fa2d4224e357529f57a57/wrapt-1.17.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc", size = 87732, upload-time = "2025-08-12T05:52:36.165Z" }, + { url = "https://files.pythonhosted.org/packages/9e/b1/43b286ca1392a006d5336412d41663eeef1ad57485f3e52c767376ba7e5a/wrapt-1.17.3-cp312-cp312-win32.whl", hash = "sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe", size = 36705, upload-time = "2025-08-12T05:53:07.123Z" }, + { url = "https://files.pythonhosted.org/packages/28/de/49493f962bd3c586ab4b88066e967aa2e0703d6ef2c43aa28cb83bf7b507/wrapt-1.17.3-cp312-cp312-win_amd64.whl", hash = "sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c", size = 38877, upload-time = "2025-08-12T05:53:05.436Z" }, + { url = "https://files.pythonhosted.org/packages/f1/48/0f7102fe9cb1e8a5a77f80d4f0956d62d97034bbe88d33e94699f99d181d/wrapt-1.17.3-cp312-cp312-win_arm64.whl", hash = "sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6", size = 36885, upload-time = "2025-08-12T05:52:54.367Z" }, + { url = "https://files.pythonhosted.org/packages/fc/f6/759ece88472157acb55fc195e5b116e06730f1b651b5b314c66291729193/wrapt-1.17.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0", size = 54003, upload-time = "2025-08-12T05:51:48.627Z" }, + { url = "https://files.pythonhosted.org/packages/4f/a9/49940b9dc6d47027dc850c116d79b4155f15c08547d04db0f07121499347/wrapt-1.17.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77", size = 39025, upload-time = "2025-08-12T05:51:37.156Z" }, + { url = "https://files.pythonhosted.org/packages/45/35/6a08de0f2c96dcdd7fe464d7420ddb9a7655a6561150e5fc4da9356aeaab/wrapt-1.17.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7", size = 39108, upload-time = "2025-08-12T05:51:58.425Z" }, + { url = "https://files.pythonhosted.org/packages/0c/37/6faf15cfa41bf1f3dba80cd3f5ccc6622dfccb660ab26ed79f0178c7497f/wrapt-1.17.3-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277", size = 88072, upload-time = "2025-08-12T05:52:37.53Z" }, + { url = "https://files.pythonhosted.org/packages/78/f2/efe19ada4a38e4e15b6dff39c3e3f3f73f5decf901f66e6f72fe79623a06/wrapt-1.17.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d", size = 88214, upload-time = "2025-08-12T05:52:15.886Z" }, + { url = "https://files.pythonhosted.org/packages/40/90/ca86701e9de1622b16e09689fc24b76f69b06bb0150990f6f4e8b0eeb576/wrapt-1.17.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa", size = 87105, upload-time = "2025-08-12T05:52:17.914Z" }, + { url = "https://files.pythonhosted.org/packages/fd/e0/d10bd257c9a3e15cbf5523025252cc14d77468e8ed644aafb2d6f54cb95d/wrapt-1.17.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050", size = 87766, upload-time = "2025-08-12T05:52:39.243Z" }, + { url = "https://files.pythonhosted.org/packages/e8/cf/7d848740203c7b4b27eb55dbfede11aca974a51c3d894f6cc4b865f42f58/wrapt-1.17.3-cp313-cp313-win32.whl", hash = "sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8", size = 36711, upload-time = "2025-08-12T05:53:10.074Z" }, + { url = "https://files.pythonhosted.org/packages/57/54/35a84d0a4d23ea675994104e667ceff49227ce473ba6a59ba2c84f250b74/wrapt-1.17.3-cp313-cp313-win_amd64.whl", hash = "sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb", size = 38885, upload-time = "2025-08-12T05:53:08.695Z" }, + { url = "https://files.pythonhosted.org/packages/01/77/66e54407c59d7b02a3c4e0af3783168fff8e5d61def52cda8728439d86bc/wrapt-1.17.3-cp313-cp313-win_arm64.whl", hash = "sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16", size = 36896, upload-time = "2025-08-12T05:52:55.34Z" }, + { url = "https://files.pythonhosted.org/packages/02/a2/cd864b2a14f20d14f4c496fab97802001560f9f41554eef6df201cd7f76c/wrapt-1.17.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39", size = 54132, upload-time = "2025-08-12T05:51:49.864Z" }, + { url = "https://files.pythonhosted.org/packages/d5/46/d011725b0c89e853dc44cceb738a307cde5d240d023d6d40a82d1b4e1182/wrapt-1.17.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235", size = 39091, upload-time = "2025-08-12T05:51:38.935Z" }, + { url = "https://files.pythonhosted.org/packages/2e/9e/3ad852d77c35aae7ddebdbc3b6d35ec8013af7d7dddad0ad911f3d891dae/wrapt-1.17.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c", size = 39172, upload-time = "2025-08-12T05:51:59.365Z" }, + { url = "https://files.pythonhosted.org/packages/c3/f7/c983d2762bcce2326c317c26a6a1e7016f7eb039c27cdf5c4e30f4160f31/wrapt-1.17.3-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b", size = 87163, upload-time = "2025-08-12T05:52:40.965Z" }, + { url = "https://files.pythonhosted.org/packages/e4/0f/f673f75d489c7f22d17fe0193e84b41540d962f75fce579cf6873167c29b/wrapt-1.17.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa", size = 87963, upload-time = "2025-08-12T05:52:20.326Z" }, + { url = "https://files.pythonhosted.org/packages/df/61/515ad6caca68995da2fac7a6af97faab8f78ebe3bf4f761e1b77efbc47b5/wrapt-1.17.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7", size = 86945, upload-time = "2025-08-12T05:52:21.581Z" }, + { url = "https://files.pythonhosted.org/packages/d3/bd/4e70162ce398462a467bc09e768bee112f1412e563620adc353de9055d33/wrapt-1.17.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4", size = 86857, upload-time = "2025-08-12T05:52:43.043Z" }, + { url = "https://files.pythonhosted.org/packages/2b/b8/da8560695e9284810b8d3df8a19396a6e40e7518059584a1a394a2b35e0a/wrapt-1.17.3-cp314-cp314-win32.whl", hash = "sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10", size = 37178, upload-time = "2025-08-12T05:53:12.605Z" }, + { url = "https://files.pythonhosted.org/packages/db/c8/b71eeb192c440d67a5a0449aaee2310a1a1e8eca41676046f99ed2487e9f/wrapt-1.17.3-cp314-cp314-win_amd64.whl", hash = "sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6", size = 39310, upload-time = "2025-08-12T05:53:11.106Z" }, + { url = "https://files.pythonhosted.org/packages/45/20/2cda20fd4865fa40f86f6c46ed37a2a8356a7a2fde0773269311f2af56c7/wrapt-1.17.3-cp314-cp314-win_arm64.whl", hash = "sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58", size = 37266, upload-time = "2025-08-12T05:52:56.531Z" }, + { url = "https://files.pythonhosted.org/packages/77/ed/dd5cf21aec36c80443c6f900449260b80e2a65cf963668eaef3b9accce36/wrapt-1.17.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a", size = 56544, upload-time = "2025-08-12T05:51:51.109Z" }, + { url = "https://files.pythonhosted.org/packages/8d/96/450c651cc753877ad100c7949ab4d2e2ecc4d97157e00fa8f45df682456a/wrapt-1.17.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067", size = 40283, upload-time = "2025-08-12T05:51:39.912Z" }, + { url = "https://files.pythonhosted.org/packages/d1/86/2fcad95994d9b572db57632acb6f900695a648c3e063f2cd344b3f5c5a37/wrapt-1.17.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454", size = 40366, upload-time = "2025-08-12T05:52:00.693Z" }, + { url = "https://files.pythonhosted.org/packages/64/0e/f4472f2fdde2d4617975144311f8800ef73677a159be7fe61fa50997d6c0/wrapt-1.17.3-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e", size = 108571, upload-time = "2025-08-12T05:52:44.521Z" }, + { url = "https://files.pythonhosted.org/packages/cc/01/9b85a99996b0a97c8a17484684f206cbb6ba73c1ce6890ac668bcf3838fb/wrapt-1.17.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f", size = 113094, upload-time = "2025-08-12T05:52:22.618Z" }, + { url = "https://files.pythonhosted.org/packages/25/02/78926c1efddcc7b3aa0bc3d6b33a822f7d898059f7cd9ace8c8318e559ef/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056", size = 110659, upload-time = "2025-08-12T05:52:24.057Z" }, + { url = "https://files.pythonhosted.org/packages/dc/ee/c414501ad518ac3e6fe184753632fe5e5ecacdcf0effc23f31c1e4f7bfcf/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804", size = 106946, upload-time = "2025-08-12T05:52:45.976Z" }, + { url = "https://files.pythonhosted.org/packages/be/44/a1bd64b723d13bb151d6cc91b986146a1952385e0392a78567e12149c7b4/wrapt-1.17.3-cp314-cp314t-win32.whl", hash = "sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977", size = 38717, upload-time = "2025-08-12T05:53:15.214Z" }, + { url = "https://files.pythonhosted.org/packages/79/d9/7cfd5a312760ac4dd8bf0184a6ee9e43c33e47f3dadc303032ce012b8fa3/wrapt-1.17.3-cp314-cp314t-win_amd64.whl", hash = "sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116", size = 41334, upload-time = "2025-08-12T05:53:14.178Z" }, + { url = "https://files.pythonhosted.org/packages/46/78/10ad9781128ed2f99dbc474f43283b13fea8ba58723e98844367531c18e9/wrapt-1.17.3-cp314-cp314t-win_arm64.whl", hash = "sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6", size = 38471, upload-time = "2025-08-12T05:52:57.784Z" }, + { url = "https://files.pythonhosted.org/packages/1f/f6/a933bd70f98e9cf3e08167fc5cd7aaaca49147e48411c0bd5ae701bb2194/wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22", size = 23591, upload-time = "2025-08-12T05:53:20.674Z" }, +] + +[[package]] +name = "xgboost" +version = "3.1.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "nvidia-nccl-cu12", marker = "platform_machine != 'aarch64' and sys_platform == 'linux'" }, + { name = "scipy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/f0/64/42310363ecd814de5930981672d20da3d35271721ad2d2b4970b4092825b/xgboost-3.1.2.tar.gz", hash = "sha256:0f94496db277f5c227755e1f3ec775c59bafae38f58c94aa97c5198027c93df5", size = 1237438, upload-time = "2025-11-20T18:33:29.614Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/35/1e/efdd603db8cb37422b01d925f9cce1baaac46508661c73f6aafd5b9d7c51/xgboost-3.1.2-py3-none-macosx_10_15_x86_64.whl", hash = "sha256:b44f6ee43a28b998e289ab05285bd65a65d7999c78cf60b215e523d23dc94c5d", size = 2377854, upload-time = "2025-11-20T18:06:21.217Z" }, + { url = "https://files.pythonhosted.org/packages/f4/c6/ed928cb106f56ab73b3f4edb5287c1352251eb9225b5932d3dd5e2803f60/xgboost-3.1.2-py3-none-macosx_12_0_arm64.whl", hash = "sha256:09690f7430504fcd3b3e62bf826bb1282bb49873b68b07120d2696ab5638df41", size = 2211078, upload-time = "2025-11-20T18:06:47.063Z" }, + { url = "https://files.pythonhosted.org/packages/70/2f/5418f4b1deaf0886caf81c5e056299228ac2fc09b965a2dfe5e4496331c8/xgboost-3.1.2-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:f9b83f39340e5852bbf3e918318e7feb7a2a700ac7e8603f9bc3a06787f0d86b", size = 4953319, upload-time = "2025-11-20T18:28:29.851Z" }, + { url = "https://files.pythonhosted.org/packages/5e/ab/c60fcc137fa685533bb31e721de3ecc88959d393830d59d0204c5cbd2c85/xgboost-3.1.2-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:24879ac75c0ee21acae0101f791bc43303f072a86d70fdfc89dae10a0008767f", size = 115885060, upload-time = "2025-11-20T18:32:00.773Z" }, + { url = "https://files.pythonhosted.org/packages/30/7d/41847e45ff075f3636c95d1000e0b75189aed4f1ae18c36812575bb42b4b/xgboost-3.1.2-py3-none-win_amd64.whl", hash = "sha256:e627c50003269b4562aa611ed348dff8cb770e11a9f784b3888a43139a0f5073", size = 71979118, upload-time = "2025-11-20T18:27:55.23Z" }, +] + +[[package]] +name = "yarl" +version = "1.22.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "idna" }, + { name = "multidict" }, + { name = "propcache" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/57/63/0c6ebca57330cd313f6102b16dd57ffaf3ec4c83403dcb45dbd15c6f3ea1/yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71", size = 187169, upload-time = "2025-10-06T14:12:55.963Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/75/ff/46736024fee3429b80a165a732e38e5d5a238721e634ab41b040d49f8738/yarl-1.22.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e340382d1afa5d32b892b3ff062436d592ec3d692aeea3bef3a5cfe11bbf8c6f", size = 142000, upload-time = "2025-10-06T14:09:44.631Z" }, + { url = "https://files.pythonhosted.org/packages/5a/9a/b312ed670df903145598914770eb12de1bac44599549b3360acc96878df8/yarl-1.22.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f1e09112a2c31ffe8d80be1b0988fa6a18c5d5cad92a9ffbb1c04c91bfe52ad2", size = 94338, upload-time = "2025-10-06T14:09:46.372Z" }, + { url = "https://files.pythonhosted.org/packages/ba/f5/0601483296f09c3c65e303d60c070a5c19fcdbc72daa061e96170785bc7d/yarl-1.22.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:939fe60db294c786f6b7c2d2e121576628468f65453d86b0fe36cb52f987bd74", size = 94909, upload-time = "2025-10-06T14:09:48.648Z" }, + { url = "https://files.pythonhosted.org/packages/60/41/9a1fe0b73dbcefce72e46cf149b0e0a67612d60bfc90fb59c2b2efdfbd86/yarl-1.22.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e1651bf8e0398574646744c1885a41198eba53dc8a9312b954073f845c90a8df", size = 372940, upload-time = "2025-10-06T14:09:50.089Z" }, + { url = "https://files.pythonhosted.org/packages/17/7a/795cb6dfee561961c30b800f0ed616b923a2ec6258b5def2a00bf8231334/yarl-1.22.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b8a0588521a26bf92a57a1705b77b8b59044cdceccac7151bd8d229e66b8dedb", size = 345825, upload-time = "2025-10-06T14:09:52.142Z" }, + { url = "https://files.pythonhosted.org/packages/d7/93/a58f4d596d2be2ae7bab1a5846c4d270b894958845753b2c606d666744d3/yarl-1.22.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:42188e6a615c1a75bcaa6e150c3fe8f3e8680471a6b10150c5f7e83f47cc34d2", size = 386705, upload-time = "2025-10-06T14:09:54.128Z" }, + { url = "https://files.pythonhosted.org/packages/61/92/682279d0e099d0e14d7fd2e176bd04f48de1484f56546a3e1313cd6c8e7c/yarl-1.22.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f6d2cb59377d99718913ad9a151030d6f83ef420a2b8f521d94609ecc106ee82", size = 396518, upload-time = "2025-10-06T14:09:55.762Z" }, + { url = "https://files.pythonhosted.org/packages/db/0f/0d52c98b8a885aeda831224b78f3be7ec2e1aa4a62091f9f9188c3c65b56/yarl-1.22.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50678a3b71c751d58d7908edc96d332af328839eea883bb554a43f539101277a", size = 377267, upload-time = "2025-10-06T14:09:57.958Z" }, + { url = "https://files.pythonhosted.org/packages/22/42/d2685e35908cbeaa6532c1fc73e89e7f2efb5d8a7df3959ea8e37177c5a3/yarl-1.22.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1e8fbaa7cec507aa24ea27a01456e8dd4b6fab829059b69844bd348f2d467124", size = 365797, upload-time = "2025-10-06T14:09:59.527Z" }, + { url = "https://files.pythonhosted.org/packages/a2/83/cf8c7bcc6355631762f7d8bdab920ad09b82efa6b722999dfb05afa6cfac/yarl-1.22.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:433885ab5431bc3d3d4f2f9bd15bfa1614c522b0f1405d62c4f926ccd69d04fa", size = 365535, upload-time = "2025-10-06T14:10:01.139Z" }, + { url = "https://files.pythonhosted.org/packages/25/e1/5302ff9b28f0c59cac913b91fe3f16c59a033887e57ce9ca5d41a3a94737/yarl-1.22.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:b790b39c7e9a4192dc2e201a282109ed2985a1ddbd5ac08dc56d0e121400a8f7", size = 382324, upload-time = "2025-10-06T14:10:02.756Z" }, + { url = "https://files.pythonhosted.org/packages/bf/cd/4617eb60f032f19ae3a688dc990d8f0d89ee0ea378b61cac81ede3e52fae/yarl-1.22.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31f0b53913220599446872d757257be5898019c85e7971599065bc55065dc99d", size = 383803, upload-time = "2025-10-06T14:10:04.552Z" }, + { url = "https://files.pythonhosted.org/packages/59/65/afc6e62bb506a319ea67b694551dab4a7e6fb7bf604e9bd9f3e11d575fec/yarl-1.22.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a49370e8f711daec68d09b821a34e1167792ee2d24d405cbc2387be4f158b520", size = 374220, upload-time = "2025-10-06T14:10:06.489Z" }, + { url = "https://files.pythonhosted.org/packages/e7/3d/68bf18d50dc674b942daec86a9ba922d3113d8399b0e52b9897530442da2/yarl-1.22.0-cp312-cp312-win32.whl", hash = "sha256:70dfd4f241c04bd9239d53b17f11e6ab672b9f1420364af63e8531198e3f5fe8", size = 81589, upload-time = "2025-10-06T14:10:09.254Z" }, + { url = "https://files.pythonhosted.org/packages/c8/9a/6ad1a9b37c2f72874f93e691b2e7ecb6137fb2b899983125db4204e47575/yarl-1.22.0-cp312-cp312-win_amd64.whl", hash = "sha256:8884d8b332a5e9b88e23f60bb166890009429391864c685e17bd73a9eda9105c", size = 87213, upload-time = "2025-10-06T14:10:11.369Z" }, + { url = "https://files.pythonhosted.org/packages/44/c5/c21b562d1680a77634d748e30c653c3ca918beb35555cff24986fff54598/yarl-1.22.0-cp312-cp312-win_arm64.whl", hash = "sha256:ea70f61a47f3cc93bdf8b2f368ed359ef02a01ca6393916bc8ff877427181e74", size = 81330, upload-time = "2025-10-06T14:10:13.112Z" }, + { url = "https://files.pythonhosted.org/packages/ea/f3/d67de7260456ee105dc1d162d43a019ecad6b91e2f51809d6cddaa56690e/yarl-1.22.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8dee9c25c74997f6a750cd317b8ca63545169c098faee42c84aa5e506c819b53", size = 139980, upload-time = "2025-10-06T14:10:14.601Z" }, + { url = "https://files.pythonhosted.org/packages/01/88/04d98af0b47e0ef42597b9b28863b9060bb515524da0a65d5f4db160b2d5/yarl-1.22.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:01e73b85a5434f89fc4fe27dcda2aff08ddf35e4d47bbbea3bdcd25321af538a", size = 93424, upload-time = "2025-10-06T14:10:16.115Z" }, + { url = "https://files.pythonhosted.org/packages/18/91/3274b215fd8442a03975ce6bee5fe6aa57a8326b29b9d3d56234a1dca244/yarl-1.22.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:22965c2af250d20c873cdbee8ff958fb809940aeb2e74ba5f20aaf6b7ac8c70c", size = 93821, upload-time = "2025-10-06T14:10:17.993Z" }, + { url = "https://files.pythonhosted.org/packages/61/3a/caf4e25036db0f2da4ca22a353dfeb3c9d3c95d2761ebe9b14df8fc16eb0/yarl-1.22.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4f15793aa49793ec8d1c708ab7f9eded1aa72edc5174cae703651555ed1b601", size = 373243, upload-time = "2025-10-06T14:10:19.44Z" }, + { url = "https://files.pythonhosted.org/packages/6e/9e/51a77ac7516e8e7803b06e01f74e78649c24ee1021eca3d6a739cb6ea49c/yarl-1.22.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5542339dcf2747135c5c85f68680353d5cb9ffd741c0f2e8d832d054d41f35a", size = 342361, upload-time = "2025-10-06T14:10:21.124Z" }, + { url = "https://files.pythonhosted.org/packages/d4/f8/33b92454789dde8407f156c00303e9a891f1f51a0330b0fad7c909f87692/yarl-1.22.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5c401e05ad47a75869c3ab3e35137f8468b846770587e70d71e11de797d113df", size = 387036, upload-time = "2025-10-06T14:10:22.902Z" }, + { url = "https://files.pythonhosted.org/packages/d9/9a/c5db84ea024f76838220280f732970aa4ee154015d7f5c1bfb60a267af6f/yarl-1.22.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:243dda95d901c733f5b59214d28b0120893d91777cb8aa043e6ef059d3cddfe2", size = 397671, upload-time = "2025-10-06T14:10:24.523Z" }, + { url = "https://files.pythonhosted.org/packages/11/c9/cd8538dc2e7727095e0c1d867bad1e40c98f37763e6d995c1939f5fdc7b1/yarl-1.22.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bec03d0d388060058f5d291a813f21c011041938a441c593374da6077fe21b1b", size = 377059, upload-time = "2025-10-06T14:10:26.406Z" }, + { url = "https://files.pythonhosted.org/packages/a1/b9/ab437b261702ced75122ed78a876a6dec0a1b0f5e17a4ac7a9a2482d8abe/yarl-1.22.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b0748275abb8c1e1e09301ee3cf90c8a99678a4e92e4373705f2a2570d581273", size = 365356, upload-time = "2025-10-06T14:10:28.461Z" }, + { url = "https://files.pythonhosted.org/packages/b2/9d/8e1ae6d1d008a9567877b08f0ce4077a29974c04c062dabdb923ed98e6fe/yarl-1.22.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:47fdb18187e2a4e18fda2c25c05d8251a9e4a521edaed757fef033e7d8498d9a", size = 361331, upload-time = "2025-10-06T14:10:30.541Z" }, + { url = "https://files.pythonhosted.org/packages/ca/5a/09b7be3905962f145b73beb468cdd53db8aa171cf18c80400a54c5b82846/yarl-1.22.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c7044802eec4524fde550afc28edda0dd5784c4c45f0be151a2d3ba017daca7d", size = 382590, upload-time = "2025-10-06T14:10:33.352Z" }, + { url = "https://files.pythonhosted.org/packages/aa/7f/59ec509abf90eda5048b0bc3e2d7b5099dffdb3e6b127019895ab9d5ef44/yarl-1.22.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:139718f35149ff544caba20fce6e8a2f71f1e39b92c700d8438a0b1d2a631a02", size = 385316, upload-time = "2025-10-06T14:10:35.034Z" }, + { url = "https://files.pythonhosted.org/packages/e5/84/891158426bc8036bfdfd862fabd0e0fa25df4176ec793e447f4b85cf1be4/yarl-1.22.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e1b51bebd221006d3d2f95fbe124b22b247136647ae5dcc8c7acafba66e5ee67", size = 374431, upload-time = "2025-10-06T14:10:37.76Z" }, + { url = "https://files.pythonhosted.org/packages/bb/49/03da1580665baa8bef5e8ed34c6df2c2aca0a2f28bf397ed238cc1bbc6f2/yarl-1.22.0-cp313-cp313-win32.whl", hash = "sha256:d3e32536234a95f513bd374e93d717cf6b2231a791758de6c509e3653f234c95", size = 81555, upload-time = "2025-10-06T14:10:39.649Z" }, + { url = "https://files.pythonhosted.org/packages/9a/ee/450914ae11b419eadd067c6183ae08381cfdfcb9798b90b2b713bbebddda/yarl-1.22.0-cp313-cp313-win_amd64.whl", hash = "sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d", size = 86965, upload-time = "2025-10-06T14:10:41.313Z" }, + { url = "https://files.pythonhosted.org/packages/98/4d/264a01eae03b6cf629ad69bae94e3b0e5344741e929073678e84bf7a3e3b/yarl-1.22.0-cp313-cp313-win_arm64.whl", hash = "sha256:5d0fcda9608875f7d052eff120c7a5da474a6796fe4d83e152e0e4d42f6d1a9b", size = 81205, upload-time = "2025-10-06T14:10:43.167Z" }, + { url = "https://files.pythonhosted.org/packages/88/fc/6908f062a2f77b5f9f6d69cecb1747260831ff206adcbc5b510aff88df91/yarl-1.22.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:719ae08b6972befcba4310e49edb1161a88cdd331e3a694b84466bd938a6ab10", size = 146209, upload-time = "2025-10-06T14:10:44.643Z" }, + { url = "https://files.pythonhosted.org/packages/65/47/76594ae8eab26210b4867be6f49129861ad33da1f1ebdf7051e98492bf62/yarl-1.22.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:47d8a5c446df1c4db9d21b49619ffdba90e77c89ec6e283f453856c74b50b9e3", size = 95966, upload-time = "2025-10-06T14:10:46.554Z" }, + { url = "https://files.pythonhosted.org/packages/ab/ce/05e9828a49271ba6b5b038b15b3934e996980dd78abdfeb52a04cfb9467e/yarl-1.22.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cfebc0ac8333520d2d0423cbbe43ae43c8838862ddb898f5ca68565e395516e9", size = 97312, upload-time = "2025-10-06T14:10:48.007Z" }, + { url = "https://files.pythonhosted.org/packages/d1/c5/7dffad5e4f2265b29c9d7ec869c369e4223166e4f9206fc2243ee9eea727/yarl-1.22.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4398557cbf484207df000309235979c79c4356518fd5c99158c7d38203c4da4f", size = 361967, upload-time = "2025-10-06T14:10:49.997Z" }, + { url = "https://files.pythonhosted.org/packages/50/b2/375b933c93a54bff7fc041e1a6ad2c0f6f733ffb0c6e642ce56ee3b39970/yarl-1.22.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2ca6fd72a8cd803be290d42f2dec5cdcd5299eeb93c2d929bf060ad9efaf5de0", size = 323949, upload-time = "2025-10-06T14:10:52.004Z" }, + { url = "https://files.pythonhosted.org/packages/66/50/bfc2a29a1d78644c5a7220ce2f304f38248dc94124a326794e677634b6cf/yarl-1.22.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca1f59c4e1ab6e72f0a23c13fca5430f889634166be85dbf1013683e49e3278e", size = 361818, upload-time = "2025-10-06T14:10:54.078Z" }, + { url = "https://files.pythonhosted.org/packages/46/96/f3941a46af7d5d0f0498f86d71275696800ddcdd20426298e572b19b91ff/yarl-1.22.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c5010a52015e7c70f86eb967db0f37f3c8bd503a695a49f8d45700144667708", size = 372626, upload-time = "2025-10-06T14:10:55.767Z" }, + { url = "https://files.pythonhosted.org/packages/c1/42/8b27c83bb875cd89448e42cd627e0fb971fa1675c9ec546393d18826cb50/yarl-1.22.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d7672ecf7557476642c88497c2f8d8542f8e36596e928e9bcba0e42e1e7d71f", size = 341129, upload-time = "2025-10-06T14:10:57.985Z" }, + { url = "https://files.pythonhosted.org/packages/49/36/99ca3122201b382a3cf7cc937b95235b0ac944f7e9f2d5331d50821ed352/yarl-1.22.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:3b7c88eeef021579d600e50363e0b6ee4f7f6f728cd3486b9d0f3ee7b946398d", size = 346776, upload-time = "2025-10-06T14:10:59.633Z" }, + { url = "https://files.pythonhosted.org/packages/85/b4/47328bf996acd01a4c16ef9dcd2f59c969f495073616586f78cd5f2efb99/yarl-1.22.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:f4afb5c34f2c6fecdcc182dfcfc6af6cccf1aa923eed4d6a12e9d96904e1a0d8", size = 334879, upload-time = "2025-10-06T14:11:01.454Z" }, + { url = "https://files.pythonhosted.org/packages/c2/ad/b77d7b3f14a4283bffb8e92c6026496f6de49751c2f97d4352242bba3990/yarl-1.22.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:59c189e3e99a59cf8d83cbb31d4db02d66cda5a1a4374e8a012b51255341abf5", size = 350996, upload-time = "2025-10-06T14:11:03.452Z" }, + { url = "https://files.pythonhosted.org/packages/81/c8/06e1d69295792ba54d556f06686cbd6a7ce39c22307100e3fb4a2c0b0a1d/yarl-1.22.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:5a3bf7f62a289fa90f1990422dc8dff5a458469ea71d1624585ec3a4c8d6960f", size = 356047, upload-time = "2025-10-06T14:11:05.115Z" }, + { url = "https://files.pythonhosted.org/packages/4b/b8/4c0e9e9f597074b208d18cef227d83aac36184bfbc6eab204ea55783dbc5/yarl-1.22.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:de6b9a04c606978fdfe72666fa216ffcf2d1a9f6a381058d4378f8d7b1e5de62", size = 342947, upload-time = "2025-10-06T14:11:08.137Z" }, + { url = "https://files.pythonhosted.org/packages/e0/e5/11f140a58bf4c6ad7aca69a892bff0ee638c31bea4206748fc0df4ebcb3a/yarl-1.22.0-cp313-cp313t-win32.whl", hash = "sha256:1834bb90991cc2999f10f97f5f01317f99b143284766d197e43cd5b45eb18d03", size = 86943, upload-time = "2025-10-06T14:11:10.284Z" }, + { url = "https://files.pythonhosted.org/packages/31/74/8b74bae38ed7fe6793d0c15a0c8207bbb819cf287788459e5ed230996cdd/yarl-1.22.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ff86011bd159a9d2dfc89c34cfd8aff12875980e3bd6a39ff097887520e60249", size = 93715, upload-time = "2025-10-06T14:11:11.739Z" }, + { url = "https://files.pythonhosted.org/packages/69/66/991858aa4b5892d57aef7ee1ba6b4d01ec3b7eb3060795d34090a3ca3278/yarl-1.22.0-cp313-cp313t-win_arm64.whl", hash = "sha256:7861058d0582b847bc4e3a4a4c46828a410bca738673f35a29ba3ca5db0b473b", size = 83857, upload-time = "2025-10-06T14:11:13.586Z" }, + { url = "https://files.pythonhosted.org/packages/46/b3/e20ef504049f1a1c54a814b4b9bed96d1ac0e0610c3b4da178f87209db05/yarl-1.22.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:34b36c2c57124530884d89d50ed2c1478697ad7473efd59cfd479945c95650e4", size = 140520, upload-time = "2025-10-06T14:11:15.465Z" }, + { url = "https://files.pythonhosted.org/packages/e4/04/3532d990fdbab02e5ede063676b5c4260e7f3abea2151099c2aa745acc4c/yarl-1.22.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:0dd9a702591ca2e543631c2a017e4a547e38a5c0f29eece37d9097e04a7ac683", size = 93504, upload-time = "2025-10-06T14:11:17.106Z" }, + { url = "https://files.pythonhosted.org/packages/11/63/ff458113c5c2dac9a9719ac68ee7c947cb621432bcf28c9972b1c0e83938/yarl-1.22.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:594fcab1032e2d2cc3321bb2e51271e7cd2b516c7d9aee780ece81b07ff8244b", size = 94282, upload-time = "2025-10-06T14:11:19.064Z" }, + { url = "https://files.pythonhosted.org/packages/a7/bc/315a56aca762d44a6aaaf7ad253f04d996cb6b27bad34410f82d76ea8038/yarl-1.22.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f3d7a87a78d46a2e3d5b72587ac14b4c16952dd0887dbb051451eceac774411e", size = 372080, upload-time = "2025-10-06T14:11:20.996Z" }, + { url = "https://files.pythonhosted.org/packages/3f/3f/08e9b826ec2e099ea6e7c69a61272f4f6da62cb5b1b63590bb80ca2e4a40/yarl-1.22.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:852863707010316c973162e703bddabec35e8757e67fcb8ad58829de1ebc8590", size = 338696, upload-time = "2025-10-06T14:11:22.847Z" }, + { url = "https://files.pythonhosted.org/packages/e3/9f/90360108e3b32bd76789088e99538febfea24a102380ae73827f62073543/yarl-1.22.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:131a085a53bfe839a477c0845acf21efc77457ba2bcf5899618136d64f3303a2", size = 387121, upload-time = "2025-10-06T14:11:24.889Z" }, + { url = "https://files.pythonhosted.org/packages/98/92/ab8d4657bd5b46a38094cfaea498f18bb70ce6b63508fd7e909bd1f93066/yarl-1.22.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:078a8aefd263f4d4f923a9677b942b445a2be970ca24548a8102689a3a8ab8da", size = 394080, upload-time = "2025-10-06T14:11:27.307Z" }, + { url = "https://files.pythonhosted.org/packages/f5/e7/d8c5a7752fef68205296201f8ec2bf718f5c805a7a7e9880576c67600658/yarl-1.22.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bca03b91c323036913993ff5c738d0842fc9c60c4648e5c8d98331526df89784", size = 372661, upload-time = "2025-10-06T14:11:29.387Z" }, + { url = "https://files.pythonhosted.org/packages/b6/2e/f4d26183c8db0bb82d491b072f3127fb8c381a6206a3a56332714b79b751/yarl-1.22.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:68986a61557d37bb90d3051a45b91fa3d5c516d177dfc6dd6f2f436a07ff2b6b", size = 364645, upload-time = "2025-10-06T14:11:31.423Z" }, + { url = "https://files.pythonhosted.org/packages/80/7c/428e5812e6b87cd00ee8e898328a62c95825bf37c7fa87f0b6bb2ad31304/yarl-1.22.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:4792b262d585ff0dff6bcb787f8492e40698443ec982a3568c2096433660c694", size = 355361, upload-time = "2025-10-06T14:11:33.055Z" }, + { url = "https://files.pythonhosted.org/packages/ec/2a/249405fd26776f8b13c067378ef4d7dd49c9098d1b6457cdd152a99e96a9/yarl-1.22.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ebd4549b108d732dba1d4ace67614b9545b21ece30937a63a65dd34efa19732d", size = 381451, upload-time = "2025-10-06T14:11:35.136Z" }, + { url = "https://files.pythonhosted.org/packages/67/a8/fb6b1adbe98cf1e2dd9fad71003d3a63a1bc22459c6e15f5714eb9323b93/yarl-1.22.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:f87ac53513d22240c7d59203f25cc3beac1e574c6cd681bbfd321987b69f95fd", size = 383814, upload-time = "2025-10-06T14:11:37.094Z" }, + { url = "https://files.pythonhosted.org/packages/d9/f9/3aa2c0e480fb73e872ae2814c43bc1e734740bb0d54e8cb2a95925f98131/yarl-1.22.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:22b029f2881599e2f1b06f8f1db2ee63bd309e2293ba2d566e008ba12778b8da", size = 370799, upload-time = "2025-10-06T14:11:38.83Z" }, + { url = "https://files.pythonhosted.org/packages/50/3c/af9dba3b8b5eeb302f36f16f92791f3ea62e3f47763406abf6d5a4a3333b/yarl-1.22.0-cp314-cp314-win32.whl", hash = "sha256:6a635ea45ba4ea8238463b4f7d0e721bad669f80878b7bfd1f89266e2ae63da2", size = 82990, upload-time = "2025-10-06T14:11:40.624Z" }, + { url = "https://files.pythonhosted.org/packages/ac/30/ac3a0c5bdc1d6efd1b41fa24d4897a4329b3b1e98de9449679dd327af4f0/yarl-1.22.0-cp314-cp314-win_amd64.whl", hash = "sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79", size = 88292, upload-time = "2025-10-06T14:11:42.578Z" }, + { url = "https://files.pythonhosted.org/packages/df/0a/227ab4ff5b998a1b7410abc7b46c9b7a26b0ca9e86c34ba4b8d8bc7c63d5/yarl-1.22.0-cp314-cp314-win_arm64.whl", hash = "sha256:8218f4e98d3c10d683584cb40f0424f4b9fd6e95610232dd75e13743b070ee33", size = 82888, upload-time = "2025-10-06T14:11:44.863Z" }, + { url = "https://files.pythonhosted.org/packages/06/5e/a15eb13db90abd87dfbefb9760c0f3f257ac42a5cac7e75dbc23bed97a9f/yarl-1.22.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1", size = 146223, upload-time = "2025-10-06T14:11:46.796Z" }, + { url = "https://files.pythonhosted.org/packages/18/82/9665c61910d4d84f41a5bf6837597c89e665fa88aa4941080704645932a9/yarl-1.22.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca", size = 95981, upload-time = "2025-10-06T14:11:48.845Z" }, + { url = "https://files.pythonhosted.org/packages/5d/9a/2f65743589809af4d0a6d3aa749343c4b5f4c380cc24a8e94a3c6625a808/yarl-1.22.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:334b8721303e61b00019474cc103bdac3d7b1f65e91f0bfedeec2d56dfe74b53", size = 97303, upload-time = "2025-10-06T14:11:50.897Z" }, + { url = "https://files.pythonhosted.org/packages/b0/ab/5b13d3e157505c43c3b43b5a776cbf7b24a02bc4cccc40314771197e3508/yarl-1.22.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c", size = 361820, upload-time = "2025-10-06T14:11:52.549Z" }, + { url = "https://files.pythonhosted.org/packages/fb/76/242a5ef4677615cf95330cfc1b4610e78184400699bdda0acb897ef5e49a/yarl-1.22.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf", size = 323203, upload-time = "2025-10-06T14:11:54.225Z" }, + { url = "https://files.pythonhosted.org/packages/8c/96/475509110d3f0153b43d06164cf4195c64d16999e0c7e2d8a099adcd6907/yarl-1.22.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face", size = 363173, upload-time = "2025-10-06T14:11:56.069Z" }, + { url = "https://files.pythonhosted.org/packages/c9/66/59db471aecfbd559a1fd48aedd954435558cd98c7d0da8b03cc6c140a32c/yarl-1.22.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b", size = 373562, upload-time = "2025-10-06T14:11:58.783Z" }, + { url = "https://files.pythonhosted.org/packages/03/1f/c5d94abc91557384719da10ff166b916107c1b45e4d0423a88457071dd88/yarl-1.22.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486", size = 339828, upload-time = "2025-10-06T14:12:00.686Z" }, + { url = "https://files.pythonhosted.org/packages/5f/97/aa6a143d3afba17b6465733681c70cf175af89f76ec8d9286e08437a7454/yarl-1.22.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138", size = 347551, upload-time = "2025-10-06T14:12:02.628Z" }, + { url = "https://files.pythonhosted.org/packages/43/3c/45a2b6d80195959239a7b2a8810506d4eea5487dce61c2a3393e7fc3c52e/yarl-1.22.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a", size = 334512, upload-time = "2025-10-06T14:12:04.871Z" }, + { url = "https://files.pythonhosted.org/packages/86/a0/c2ab48d74599c7c84cb104ebd799c5813de252bea0f360ffc29d270c2caa/yarl-1.22.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529", size = 352400, upload-time = "2025-10-06T14:12:06.624Z" }, + { url = "https://files.pythonhosted.org/packages/32/75/f8919b2eafc929567d3d8411f72bdb1a2109c01caaab4ebfa5f8ffadc15b/yarl-1.22.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093", size = 357140, upload-time = "2025-10-06T14:12:08.362Z" }, + { url = "https://files.pythonhosted.org/packages/cf/72/6a85bba382f22cf78add705d8c3731748397d986e197e53ecc7835e76de7/yarl-1.22.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c", size = 341473, upload-time = "2025-10-06T14:12:10.994Z" }, + { url = "https://files.pythonhosted.org/packages/35/18/55e6011f7c044dc80b98893060773cefcfdbf60dfefb8cb2f58b9bacbd83/yarl-1.22.0-cp314-cp314t-win32.whl", hash = "sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e", size = 89056, upload-time = "2025-10-06T14:12:13.317Z" }, + { url = "https://files.pythonhosted.org/packages/f9/86/0f0dccb6e59a9e7f122c5afd43568b1d31b8ab7dda5f1b01fb5c7025c9a9/yarl-1.22.0-cp314-cp314t-win_amd64.whl", hash = "sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27", size = 96292, upload-time = "2025-10-06T14:12:15.398Z" }, + { url = "https://files.pythonhosted.org/packages/48/b7/503c98092fb3b344a179579f55814b613c1fbb1c23b3ec14a7b008a66a6e/yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1", size = 85171, upload-time = "2025-10-06T14:12:16.935Z" }, + { url = "https://files.pythonhosted.org/packages/73/ae/b48f95715333080afb75a4504487cbe142cae1268afc482d06692d605ae6/yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff", size = 46814, upload-time = "2025-10-06T14:12:53.872Z" }, +]