diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..c1888c3 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,40 @@ +name: CI + +on: + push: + branches: [main, uv_tests] + pull_request: + +jobs: + test: + strategy: + matrix: + python-version: ['3.14'] + os: [ubuntu-latest] + + name: Python ${{ matrix.os }} ${{ matrix.python-version }} + runs-on: ${{ matrix.os }} + + steps: + - uses: actions/checkout@v5 + + - name: Install the latest version of uv + uses: astral-sh/setup-uv@v6.5.0 # later versions crash locally: https://github.com/astral-sh/setup-uv/issues/535 + with: + enable-cache: true + + - name: Install Python + run: uv python install ${{ matrix.python-version }} + + - name: Install dependencies + run: uv sync --dev + + - run: uv run ruff format . + - run: uv run ruff check . + - run: uv run ty check + - run: uv run pytest --cov --cov-report=xml + + - name: Upload Coverage to Codecov + uses: codecov/codecov-action@v5 + env: + CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} diff --git a/.gitignore b/.gitignore index cce71f4..04fa388 100644 --- a/.gitignore +++ b/.gitignore @@ -22,6 +22,11 @@ env/ # Pytest cache .pytest_cache/ +ruff.out +ty.out + +# ruff +.ruff_cache/ # mypy .mypy_cache/ @@ -29,6 +34,8 @@ env/ # Coverage reports htmlcov/ .coverage +.coverage.* +coverage.xml # macOS files .DS_Store diff --git a/README.md b/README.md index b6328e1..34d4add 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,12 @@ Identify bond formation/breaking, angle changes, and dihedral rotations from vib [![PyPI Downloads](https://static.pepy.tech/badge/vib-analysis)](https://pepy.tech/projects/vib-analysis) [![PyPI Downloads](https://static.pepy.tech/badge/graphrc)](https://pepy.tech/projects/graphrc) +[![License](https://img.shields.io/github/license/aligfellow/graphrc)](https://github.com/aligfellow/graphrc/blob/main/LICENSE) +[![Powered by: uv](https://img.shields.io/badge/-uv-purple)](https://docs.astral.sh/uv) +[![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff) +[![Typing: ty](https://img.shields.io/badge/typing-ty-EFC621.svg)](https://github.com/astral-sh/ty) +[![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/aligfellow/graphrc/ci.yml?branch=main&logo=github-actions)](https://github.com/aligfellow/graphrc/actions) +[![Codecov](https://img.shields.io/codecov/c/github/aligfellow/graphrc)](https://codecov.io/gh/aligfellow/graphrc) --- @@ -813,3 +819,21 @@ Must contain ≥2 frames. - Visualization examples with [v.2.0](https://github.com/briling/v) by Ksenia Briling --- + +## Developer Setup + +To develop with `xyzgraph`, you can clone the repo and use +[`just`](https://github.com/casey/just) and [`uv`](https://docs.astral.sh) to setup the dev environment: + +```bash +just setup +``` +The cli can be used with: +```bash +uv run xyzgraph filename.xyz +``` + +Run the checks using: +```bash +just check +``` diff --git a/examples/data/expected_results.py b/examples/data/expected_results.py index 2514a69..c99e49f 100644 --- a/examples/data/expected_results.py +++ b/examples/data/expected_results.py @@ -8,49 +8,47 @@ """ EXPECTED_RESULTS = { - 'ambh': { - 'bonds': [(2, 11), (11, 18)] # C-H and H-N + "ambh": { + "bonds": [(2, 11), (11, 18)] # C-H and H-N }, - 'atrop': { - 'dihedrals': [(1, 5, 6, 7), (6, 7, 25, 27)] + "atrop": {"dihedrals": [(1, 5, 6, 7), (6, 7, 25, 27)]}, + "bimp": { + "bonds": [(11, 12), (10, 14)], # O-C and C-C }, - 'bimp': { - 'bonds': [(11, 12), (10, 14)], # O-C and C-C + "cpa": { + "bonds": [(23, 35), (35, 75), (70, 74)] # O-H, H-O, C-C }, - 'cpa': { - 'bonds': [(23, 35), (35, 75), (70, 74)] # O-H, H-O, C-C + "cycl": { + "bonds": [(2, 6)], # C-N cyclisation }, - 'cycl': { - 'bonds': [(2, 6)], # C-N cyclisation + "dihedral": { + "dihedrals": [(6, 0, 3, 7)], # F-C-C-F rotation }, - 'dihedral': { - 'dihedrals': [(6, 0, 3, 7)], # F-C-C-F rotation + "mn-h2": { + "bonds": [(1, 64), (5, 65), (63, 64), (64, 66), (65, 66)], # Mn-H, N-H, H-H, H-O, H-O }, - 'mn-h2': { - 'bonds': [(1, 64), (5, 65), (63, 64), (64, 66), (65, 66)], # Mn-H, N-H, H-H, H-O, H-O + "mn-hy": { + "bonds": [(1, 67), (67, 77)] # Mn-H, H-C }, - 'mn-hy': { - 'bonds': [(1, 67), (67, 77)] # Mn-H, H-C + "ru-co-nuc": { + "bonds": [(3, 66), (64, 65), (65, 66)], # N-H, C-N, N-H }, - 'ru-co-nuc': { - 'bonds': [(3, 66), (64, 65), (65, 66)], # N-H, C-N, N-H + "ru-co": { + "bonds": [(0, 63), (0, 64), (3, 66), (64, 66)], # Ru-O, Ru-C, N-H, C-H }, - 'ru-co': { - 'bonds': [(0, 63), (0, 64), (3, 66), (64, 66)], # Ru-O, Ru-C, N-H, C-H + "sn2": { + "bonds": [(0, 4), (0, 5)], # C-F and C-Cl }, - 'sn2': { - 'bonds': [(0, 4), (0, 5)], # C-F and C-Cl + "sn2_large": { + "bonds": [(0, 1), (0, 21)], # C-I and C-N }, - 'sn2_large': { - 'bonds': [(0, 1), (0, 21)], # C-I and C-N + "spiro-ts1": { + "bonds": [(14, 15)], # C-N }, - 'spiro-ts1': { - 'bonds': [(14, 15)], # C-N + "spiro-ts2": { + "bonds": [(13, 14)], # O-C }, - 'spiro-ts2': { - 'bonds': [(13, 14)], # O-C - }, - 'thia-ma': { - 'bonds': [(35, 47)], # C-S + "thia-ma": { + "bonds": [(35, 47)], # C-S }, } diff --git a/examples/example.ipynb b/examples/example.ipynb index bdb0f30..2bb1df9 100644 --- a/examples/example.ipynb +++ b/examples/example.ipynb @@ -24,46 +24,45 @@ } ], "source": [ - "import os\n", "from graphrc import run_vib_analysis\n", "\n", - "vib_trj_dihedral = 'data/dihedral.v000.xyz'\n", + "vib_trj_dihedral = \"data/dihedral.v000.xyz\"\n", "\n", "# ORCA_PATH = os.system('which orca')\n", "# ORCA_PATH = '/path/to/orca'\n", "\n", "results = run_vib_analysis(\n", - " input_file=vib_trj_dihedral,\n", - " # bond_tolerance=1.5,\n", - " # angle_tolerance=1.1,\n", - " # dihedral_tolerance=1.0,\n", - " # bond_threshold=0.5,\n", - " # angle_threshold=10.0,\n", - " # dihedral_threshold=20.0,\n", - " # orca_pltvib_path=ORCA_PATH,\n", - " )\n", - "vib = results['vibrational']\n", + " input_file=vib_trj_dihedral,\n", + " # bond_tolerance=1.5,\n", + " # angle_tolerance=1.1,\n", + " # dihedral_tolerance=1.0,\n", + " # bond_threshold=0.5,\n", + " # angle_threshold=10.0,\n", + " # dihedral_threshold=20.0,\n", + " # orca_pltvib_path=ORCA_PATH,\n", + ")\n", + "vib = results[\"vibrational\"]\n", "# print the results that have entries (dont print empty results)\n", - "if vib['bond_changes']:\n", - " print('Bond changes:')\n", - " for bond in vib['bond_changes']:\n", + "if vib[\"bond_changes\"]:\n", + " print(\"Bond changes:\")\n", + " for bond in vib[\"bond_changes\"]:\n", " print(bond)\n", - "if vib['angle_changes']:\n", - " print('Angle changes:')\n", - " for angle in vib['angle_changes']:\n", + "if vib[\"angle_changes\"]:\n", + " print(\"Angle changes:\")\n", + " for angle in vib[\"angle_changes\"]:\n", " print(angle)\n", - "if vib['dihedral_changes']:\n", - " print('Dihedral changes:')\n", - " for dihedral in vib['dihedral_changes']:\n", + "if vib[\"dihedral_changes\"]:\n", + " print(\"Dihedral changes:\")\n", + " for dihedral in vib[\"dihedral_changes\"]:\n", " print(dihedral)\n", "\n", - "if vib['minor_angle_changes']:\n", - " print('Minor angle changes:')\n", - " for minor_angle in vib['minor_angle_changes']:\n", + "if vib[\"minor_angle_changes\"]:\n", + " print(\"Minor angle changes:\")\n", + " for minor_angle in vib[\"minor_angle_changes\"]:\n", " print(minor_angle)\n", - "if vib['minor_dihedral_changes']:\n", - " print('Minor dihedral changes:')\n", - " for minor_dihedral in vib['minor_dihedral_changes']:\n", + "if vib[\"minor_dihedral_changes\"]:\n", + " print(\"Minor dihedral changes:\")\n", + " for minor_dihedral in vib[\"minor_dihedral_changes\"]:\n", " print(minor_dihedral)" ] }, @@ -120,19 +119,19 @@ "source": [ "from graphrc import run_vib_analysis\n", "\n", - "out_file = 'data/spiro-ts1.log'\n", + "out_file = \"data/spiro-ts1.log\"\n", "\n", "results = run_vib_analysis(\n", - " input_file=out_file,\n", - " # mode=0, \n", - " print_output=True,\n", - " # bond_tolerance=1.5,\n", - " # angle_tolerance=1.1,\n", - " # dihedral_tolerance=1.0,\n", - " # bond_threshold=0.5,\n", - " # angle_threshold=10.0,\n", - " # dihedral_threshold=20.0,\n", - " )" + " input_file=out_file,\n", + " # mode=0,\n", + " print_output=True,\n", + " # bond_tolerance=1.5,\n", + " # angle_tolerance=1.1,\n", + " # dihedral_tolerance=1.0,\n", + " # bond_threshold=0.5,\n", + " # angle_threshold=10.0,\n", + " # dihedral_threshold=20.0,\n", + ")" ] }, { @@ -153,18 +152,18 @@ "source": [ "from graphrc import run_vib_analysis\n", "\n", - "orca_out = 'data/bimp.v000.xyz'\n", + "orca_out = \"data/bimp.v000.xyz\"\n", "\n", "results = run_vib_analysis(\n", - " input_file=orca_out,\n", - " )\n", + " input_file=orca_out,\n", + ")\n", "\n", - "vib = results['vibrational']\n", + "vib = results[\"vibrational\"]\n", "print(vib)\n", "\n", - "theoretical_bond_changes = [(11,12), (10,14)]\n", - "if all(bond in vib['bond_changes'] for bond in theoretical_bond_changes):\n", - " print(f'True: All theoretical bond changes {theoretical_bond_changes} found in results.')\n" + "theoretical_bond_changes = [(11, 12), (10, 14)]\n", + "if all(bond in vib[\"bond_changes\"] for bond in theoretical_bond_changes):\n", + " print(f\"True: All theoretical bond changes {theoretical_bond_changes} found in results.\")" ] }, { @@ -184,14 +183,14 @@ "source": [ "from graphRC import run_vib_analysis\n", "\n", - "orca_out = 'data/sn2_large.v000.xyz'\n", + "orca_out = \"data/sn2_large.v000.xyz\"\n", "\n", "results = run_vib_analysis(\n", - " input_file=orca_out,\n", - " )\n", + " input_file=orca_out,\n", + ")\n", "\n", - "vib = results['vibrational']\n", - "print(vib)\n" + "vib = results[\"vibrational\"]\n", + "print(vib)" ] } ], diff --git a/examples/threshold_tuning.py b/examples/threshold_tuning.py index cf2d60f..f362041 100644 --- a/examples/threshold_tuning.py +++ b/examples/threshold_tuning.py @@ -1,7 +1,7 @@ """ -Threshold Validation +Threshold Validation. -This script validates the default bond displacement threshold by testing multiple +This script validates the default bond displacement threshold by testing multiple values across a diverse set of transition state systems. Test Systems: @@ -16,60 +16,63 @@ Usage: python examples/tune_thresholds.py - + Output: Console: Progress updates and summary table File: threshold_optimization.txt with detailed results """ import sys -from pathlib import Path -from typing import Dict, List, Tuple, Set, Any from datetime import datetime +from pathlib import Path +from typing import Any, Dict, List, Set, Tuple # Add src to path for imports sys.path.insert(0, str(Path(__file__).parent.parent / "src")) -from graphrc.api import run_vib_analysis -from graphrc import config from data.expected_results import EXPECTED_RESULTS +from graphrc import config +from graphrc.api import run_vib_analysis + def normalize_bond(bond: Tuple[int, int]) -> Tuple[int, int]: """Normalize bond tuple to always have lower index first.""" - return tuple(sorted(bond)) + a, b = sorted(bond) + return (a, b) def normalize_bonds(bonds: List[Tuple[int, int]]) -> Set[Tuple[int, int]]: """Normalize a list of bonds to a set with consistent ordering.""" - return set(normalize_bond(b) for b in bonds) + return {normalize_bond(b) for b in bonds} -def test_single_system( +def single_system_test( basename: str, bond_threshold: float = 0.4, ) -> Dict[str, Any]: """ Test a single system with specified threshold using the API. - + Args: basename: System name (without .v000.xyz extension) bond_threshold: Bond displacement threshold to test - - Returns: + + Returns + ------- Dictionary with test results and statistics """ data_dir = Path(__file__).parent / "data" xyz_file = data_dir / f"{basename}.v000.xyz" - + if not xyz_file.exists(): raise FileNotFoundError(f"File not found: {xyz_file}") - + if basename not in EXPECTED_RESULTS: raise ValueError(f"No ground truth for {basename}") - + expected = EXPECTED_RESULTS[basename] - + # Run analysis using API (includes adaptive threshold logic) full_results = run_vib_analysis( str(xyz_file), @@ -77,46 +80,46 @@ def test_single_system( save_trajectory=False, print_output=False, ) - - results = full_results['vibrational'] - + + results = full_results["vibrational"] + # Compare bonds - expected_bonds = normalize_bonds(expected.get('bonds', [])) - detected_bonds = normalize_bonds(results['bond_changes'].keys()) - + expected_bonds = normalize_bonds(expected.get("bonds", [])) + detected_bonds = normalize_bonds(results["bond_changes"].keys()) + bonds_pass = expected_bonds == detected_bonds correct_bonds = expected_bonds & detected_bonds missing_bonds = expected_bonds - detected_bonds extra_bonds = detected_bonds - expected_bonds - + # Compare dihedrals (only if expected) - expected_dihedrals = set(expected.get('dihedrals', [])) - detected_dihedrals = set(results['dihedral_changes'].keys()) - + expected_dihedrals = set(expected.get("dihedrals", [])) + detected_dihedrals = set(results["dihedral_changes"].keys()) + dihedrals_pass = expected_dihedrals == detected_dihedrals missing_dihedrals = expected_dihedrals - detected_dihedrals extra_dihedrals = detected_dihedrals - expected_dihedrals - + # Overall pass (only check dihedrals if expected) if expected_dihedrals: overall_pass = bonds_pass and dihedrals_pass else: overall_pass = bonds_pass - + return { - 'basename': basename, - 'overall_pass': overall_pass, - 'bonds_pass': bonds_pass, - 'expected': expected_bonds, - 'detected': detected_bonds, - 'correct': correct_bonds, - 'missing': missing_bonds, - 'extra': extra_bonds, - 'expected_dihedrals': expected_dihedrals, - 'detected_dihedrals': detected_dihedrals, - 'missing_dihedrals': missing_dihedrals, - 'extra_dihedrals': extra_dihedrals, - 'symbols': results['atom_index_map'] + "basename": basename, + "overall_pass": overall_pass, + "bonds_pass": bonds_pass, + "expected": expected_bonds, + "detected": detected_bonds, + "correct": correct_bonds, + "missing": missing_bonds, + "extra": extra_bonds, + "expected_dihedrals": expected_dihedrals, + "detected_dihedrals": detected_dihedrals, + "missing_dihedrals": missing_dihedrals, + "extra_dihedrals": extra_dihedrals, + "symbols": results["atom_index_map"], } @@ -127,81 +130,81 @@ def format_bond(bond: Tuple[int, int], symbols: Dict[int, str]) -> str: def write_detailed_results(f, threshold: float, results: List[Dict], stats: Dict): """Write detailed per-system results to file.""" - f.write(f"\n{'='*70}\n") + f.write(f"\n{'=' * 70}\n") f.write(f"Testing bond_threshold = {threshold:.2f}\n") - f.write(f"{'='*70}\n") - + f.write(f"{'=' * 70}\n") + for result in results: - if result['overall_pass']: - n_bonds = len(result['detected']) - n_dihedrals = len(result['detected_dihedrals']) + if result["overall_pass"]: + n_bonds = len(result["detected"]) + n_dihedrals = len(result["detected_dihedrals"]) f.write(f" ✓ {result['basename']}: Bonds={n_bonds}, Dihedrals={n_dihedrals}\n") - - if result['detected']: - bonds_str = ", ".join(format_bond(b, result['symbols']) - for b in sorted(result['detected'])) + + if result["detected"]: + bonds_str = ", ".join(format_bond(b, result["symbols"]) for b in sorted(result["detected"])) f.write(f" Bonds: {bonds_str}\n") - - if result['detected_dihedrals']: - dihedrals_str = ", ".join(str(d) for d in sorted(result['detected_dihedrals'])) + + if result["detected_dihedrals"]: + dihedrals_str = ", ".join(str(d) for d in sorted(result["detected_dihedrals"])) f.write(f" Dihedrals: {dihedrals_str}\n") else: - basename = result['basename'] - n_exp_bonds = len(result['expected']) - n_det_bonds = len(result['detected']) - n_miss_bonds = len(result['missing']) - n_extra_bonds = len(result['extra']) - - n_exp_dih = len(result['expected_dihedrals']) - n_det_dih = len(result['detected_dihedrals']) - n_miss_dih = len(result['missing_dihedrals']) - n_extra_dih = len(result['extra_dihedrals']) - + basename = result["basename"] + n_exp_bonds = len(result["expected"]) + n_det_bonds = len(result["detected"]) + n_miss_bonds = len(result["missing"]) + n_extra_bonds = len(result["extra"]) + + n_exp_dih = len(result["expected_dihedrals"]) + n_det_dih = len(result["detected_dihedrals"]) + n_miss_dih = len(result["missing_dihedrals"]) + n_extra_dih = len(result["extra_dihedrals"]) + # Build summary line (only show dihedrals if expected) summary_parts = [] if n_exp_bonds > 0 or n_det_bonds > 0: - summary_parts.append(f"Bonds: Expected={n_exp_bonds}, Detected={n_det_bonds}, Missing={n_miss_bonds}, Extra={n_extra_bonds}") - if result['expected_dihedrals']: # Only show if dihedrals are expected - summary_parts.append(f"Dihedrals: Expected={n_exp_dih}, Detected={n_det_dih}, Missing={n_miss_dih}, Extra={n_extra_dih}") - + summary_parts.append( + f"Bonds: Expected={n_exp_bonds}, Detected={n_det_bonds}, Missing={n_miss_bonds}, " + f"Extra={n_extra_bonds}" + ) + if result["expected_dihedrals"]: # Only show if dihedrals are expected + summary_parts.append( + f"Dihedrals: Expected={n_exp_dih}, Detected={n_det_dih}, Missing={n_miss_dih}, Extra={n_extra_dih}" + ) + summary = " | ".join(summary_parts) if summary_parts else "No changes expected or detected" f.write(f" ✗ {basename}: {summary}\n") - + # Show bond details - if result['expected']: - bonds_str = ", ".join(format_bond(b, result['symbols']) - for b in sorted(result['expected'])) + if result["expected"]: + bonds_str = ", ".join(format_bond(b, result["symbols"]) for b in sorted(result["expected"])) f.write(f" Expected Bonds: {bonds_str}\n") - if result['detected']: - bonds_str = ", ".join(format_bond(b, result['symbols']) - for b in sorted(result['detected'])) + if result["detected"]: + bonds_str = ", ".join(format_bond(b, result["symbols"]) for b in sorted(result["detected"])) f.write(f" Detected Bonds: {bonds_str}\n") - if result['missing']: - bonds_str = ", ".join(format_bond(b, result['symbols']) - for b in sorted(result['missing'])) + if result["missing"]: + bonds_str = ", ".join(format_bond(b, result["symbols"]) for b in sorted(result["missing"])) f.write(f" Missing Bonds: {bonds_str}\n") - if result['extra']: - bonds_str = ", ".join(format_bond(b, result['symbols']) - for b in sorted(result['extra'])) + if result["extra"]: + bonds_str = ", ".join(format_bond(b, result["symbols"]) for b in sorted(result["extra"])) f.write(f" Extra Bonds: {bonds_str}\n") - + # Show dihedral details (only if expected) - if result['expected_dihedrals']: - if result['expected_dihedrals']: - dihedrals_str = ", ".join(str(d) for d in sorted(result['expected_dihedrals'])) + if result["expected_dihedrals"]: + if result["expected_dihedrals"]: + dihedrals_str = ", ".join(str(d) for d in sorted(result["expected_dihedrals"])) f.write(f" Expected Dihedrals: {dihedrals_str}\n") - if result['detected_dihedrals']: - dihedrals_str = ", ".join(str(d) for d in sorted(result['detected_dihedrals'])) + if result["detected_dihedrals"]: + dihedrals_str = ", ".join(str(d) for d in sorted(result["detected_dihedrals"])) f.write(f" Detected Dihedrals: {dihedrals_str}\n") - if result['missing_dihedrals']: - dihedrals_str = ", ".join(str(d) for d in sorted(result['missing_dihedrals'])) + if result["missing_dihedrals"]: + dihedrals_str = ", ".join(str(d) for d in sorted(result["missing_dihedrals"])) f.write(f" Missing Dihedrals: {dihedrals_str}\n") - if result['extra_dihedrals']: - dihedrals_str = ", ".join(str(d) for d in sorted(result['extra_dihedrals'])) + if result["extra_dihedrals"]: + dihedrals_str = ", ".join(str(d) for d in sorted(result["extra_dihedrals"])) f.write(f" Extra Dihedrals: {dihedrals_str}\n") - + # Write statistics - f.write(f"\n Statistics:\n") + f.write("\n Statistics:\n") f.write(f" Detection Rate: {stats['correct']}/{stats['expected']} bonds ({stats['detection_rate']:.1f}%)\n") f.write(f" False Positives: {stats['extra']} bonds ({stats['false_positive_rate']:.1f}%)\n") f.write(f" F1 Score: {stats['f1_score']:.1f}%\n") @@ -211,7 +214,7 @@ def write_detailed_results(f, threshold: float, results: List[Dict], stats: Dict def plot_threshold_results(sweep_results: Dict[float, Dict], output_dir: Path): """ Plot threshold validation results showing Detection Rate, False Positive Rate, and F1 Score. - + Args: sweep_results: Dictionary mapping thresholds to statistics output_dir: Directory to save the plot @@ -219,59 +222,71 @@ def plot_threshold_results(sweep_results: Dict[float, Dict], output_dir: Path): # Plotting imports import matplotlib.pyplot as plt import seaborn as sns + # Set up global style - sns.set_theme(style='ticks', context='talk', palette='deep') - plt.rcParams.update({ - 'axes.titlesize': 16, - 'axes.labelsize': 16, - 'xtick.labelsize': 14, - 'ytick.labelsize': 14, - }) - - plt.rcParams['figure.dpi'] = 100 - plt.rcParams['savefig.dpi'] = 300 + sns.set_theme(style="ticks", context="talk", palette="deep") + plt.rcParams.update( + { + "axes.titlesize": 16, + "axes.labelsize": 16, + "xtick.labelsize": 14, + "ytick.labelsize": 14, + } + ) + + plt.rcParams["figure.dpi"] = 100 + plt.rcParams["savefig.dpi"] = 300 # Extract data thresholds = sorted(sweep_results.keys()) - detection_rates = [sweep_results[t]['detection_rate'] for t in thresholds] - false_pos_rates = [sweep_results[t]['false_positive_rate'] for t in thresholds] - f1_scores = [sweep_results[t]['f1_score'] for t in thresholds] - + detection_rates = [sweep_results[t]["detection_rate"] for t in thresholds] + false_pos_rates = [sweep_results[t]["false_positive_rate"] for t in thresholds] + f1_scores = [sweep_results[t]["f1_score"] for t in thresholds] + # Create figure - fig, ax = plt.subplots(figsize=(5,5)) - + _fig, ax = plt.subplots(figsize=(5, 5)) + # Plot lines with markers using custom color ordering - ax.plot(thresholds, detection_rates, marker='o', linewidth=3, markersize=8, label='Detection', color='teal') - ax.plot(thresholds, false_pos_rates, marker='s', linewidth=3, markersize=8, label='False\nPositive', color='maroon') - ax.plot(thresholds, f1_scores, marker='^', linestyle='--', linewidth=3, markersize=8, label='F1 Score', color='darkslateblue') - + ax.plot(thresholds, detection_rates, marker="o", linewidth=3, markersize=8, label="Detection", color="teal") + ax.plot(thresholds, false_pos_rates, marker="s", linewidth=3, markersize=8, label="False\nPositive", color="maroon") + ax.plot( + thresholds, + f1_scores, + marker="^", + linestyle="--", + linewidth=3, + markersize=8, + label="F1 Score", + color="darkslateblue", + ) + # Mark current default threshold - ax.axvline(x=config.BOND_THRESHOLD, color='lightgray', linewidth=20, alpha=0.7, zorder=0) - + ax.axvline(x=config.BOND_THRESHOLD, color="lightgray", linewidth=20, alpha=0.7, zorder=0) + # Formatting - ax.set_xlabel('Bond Threshold (Å)') - ax.set_ylabel('Percentage (%)') + ax.set_xlabel("Bond Threshold (Å)") + ax.set_ylabel("Percentage (%)") ax.set_ylim(-5, 110) ax.set_xlim(min(thresholds) - 0.02, max(thresholds) + 0.02) # Legend - leg = ax.legend(bbox_to_anchor=(1, 1), loc='upper left', fontsize=14) + leg = ax.legend(bbox_to_anchor=(1, 1), loc="upper left", fontsize=14) for text in leg.get_texts(): - text.set_ha('center') - - ax.set_aspect(1/ax.get_data_ratio()) - + text.set_ha("center") + + ax.set_aspect(1 / ax.get_data_ratio()) + # Save output_path = output_dir / ".." / "images" / "threshold_optimization.png" - plt.savefig(output_path, dpi=300, bbox_inches='tight') + plt.savefig(output_path, dpi=300, bbox_inches="tight") plt.close() - + print(f"\nPlot saved to: {output_path}") -def run_threshold_validation(output_file: str = None): +def run_threshold_validation(output_file: str | None = None): """ Validate bond threshold across multiple values. - + Tests thresholds from 0.1 to 0.5 Å and reports optimal value. Detailed results written to output_file for transparency. """ @@ -281,140 +296,145 @@ def run_threshold_validation(output_file: str = None): else: output_path = Path(output_file) thresholds = [0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6] - + # Get test systems data_dir = Path(__file__).parent / "data" xyz_files = sorted(data_dir.glob("*.v000.xyz")) - basenames = [f.stem.replace('.v000', '') for f in xyz_files - if f.stem.replace('.v000', '') in EXPECTED_RESULTS] - + basenames = [f.stem.replace(".v000", "") for f in xyz_files if f.stem.replace(".v000", "") in EXPECTED_RESULTS] + print(f"Validating bond thresholds across {len(basenames)} systems...") print(f"Detailed results will be written to: {output_path}\n") - + sweep_results = {} - + # Open output file with context manager - with open(output_path, 'w') as f: - f.write("="*70 + "\n") + with open(output_path, "w") as f: + f.write("=" * 70 + "\n") f.write("BOND THRESHOLD VALIDATION\n") f.write(f"Generated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n") - f.write("="*70 + "\n") + f.write("=" * 70 + "\n") f.write("\nSoftware Versions:\n") import graphrc + f.write(f"\tgraphRC version: v{graphrc.__version__}\n") import xyzgraph + f.write(f"\txyzgraph version: v{xyzgraph.__version__}\n") f.write(f"\nTest systems: {len(basenames)}\n") f.write(f"Systems: {', '.join(basenames)}\n") - + # Test each threshold for idx, threshold in enumerate(thresholds, 1): print(f"Testing threshold {idx}/{len(thresholds)}: {threshold:.2f}...", end="\r") - + passed = 0 results = [] total_expected = 0 total_correct = 0 total_extra = 0 - + for basename in basenames: try: - result = test_single_system(basename, bond_threshold=threshold) + result = single_system_test(basename, bond_threshold=threshold) results.append(result) - - total_expected += len(result['expected']) - total_correct += len(result['correct']) - total_extra += len(result['extra']) - - if result['overall_pass']: + + total_expected += len(result["expected"]) + total_correct += len(result["correct"]) + total_extra += len(result["extra"]) + + if result["overall_pass"]: passed += 1 - + except Exception as e: print(f"\nError testing {basename}: {e}") - + # Calculate statistics total = len(basenames) pass_rate = (passed / total * 100) if total > 0 else 0 detection_rate = (total_correct / total_expected * 100) if total_expected > 0 else 0 - false_pos_rate = (total_extra / (total_correct + total_extra) * 100) if (total_correct + total_extra) > 0 else 0 - + false_pos_rate = ( + (total_extra / (total_correct + total_extra) * 100) if (total_correct + total_extra) > 0 else 0 + ) + # Calculate F1 score (harmonic mean of precision and recall) - precision = (total_correct / (total_correct + total_extra) * 100) if (total_correct + total_extra) > 0 else 0 + precision = ( + (total_correct / (total_correct + total_extra) * 100) if (total_correct + total_extra) > 0 else 0 + ) recall = detection_rate f1_score = (2 * precision * recall / (precision + recall)) if (precision + recall) > 0 else 0 - + stats = { - 'passed': passed, - 'total': total, - 'pass_rate': pass_rate, - 'expected': total_expected, - 'correct': total_correct, - 'extra': total_extra, - 'detection_rate': detection_rate, - 'false_positive_rate': false_pos_rate, - 'f1_score': f1_score + "passed": passed, + "total": total, + "pass_rate": pass_rate, + "expected": total_expected, + "correct": total_correct, + "extra": total_extra, + "detection_rate": detection_rate, + "false_positive_rate": false_pos_rate, + "f1_score": f1_score, } - + sweep_results[threshold] = stats - + # Write detailed results to file write_detailed_results(f, threshold, results, stats) - + # Write summary to file - f.write(f"\n{'='*70}\n") + f.write(f"\n{'=' * 70}\n") f.write("SUMMARY\n") - f.write(f"{'='*70}\n") - f.write(f"Metric Explanation:\n") - f.write(f" Detection Rate: % of expected bonds found (Recall)\n") - f.write(f" False Pos Rate: % of detected bonds that are incorrect\n") - f.write(f" F1 Score: Harmonic mean of precision and recall\n\n") + f.write(f"{'=' * 70}\n") + f.write("Metric Explanation:\n") + f.write(" Detection Rate: % of expected bonds found (Recall)\n") + f.write(" False Pos Rate: % of detected bonds that are incorrect\n") + f.write(" F1 Score: Harmonic mean of precision and recall\n\n") f.write(f"{'Threshold':<12} {'Detection':<15} {'False Pos':<15} {'F1 Score':<12}\n") f.write("-" * 70 + "\n") - + for threshold in thresholds: stats = sweep_results[threshold] - detection = stats['detection_rate'] - false_pos = stats['false_positive_rate'] - f1 = stats['f1_score'] - + detection = stats["detection_rate"] + false_pos = stats["false_positive_rate"] + f1 = stats["f1_score"] + status = " ← current" if threshold == config.BOND_THRESHOLD else "" f.write(f"{threshold:<12.2f} {detection:>5.1f}% {false_pos:>5.1f}% {f1:>5.1f}%{status}\n") - + # Print summary to console - print("="*70) + print("=" * 70) print("SUMMARY") - print("="*70) + print("=" * 70) print("Metric Explanation:") print(" Detection Rate: % of expected bonds found (Recall)") print(" False Pos Rate: % of detected bonds that are incorrect") print(" F1 Score: Harmonic mean of precision and recall\n") print(f"{'Threshold':<12} {'Detection':<15} {'False Pos':<15} {'F1 Score':<12}") print("-" * 70) - + best_threshold = None best_f1 = 0 - + for threshold in thresholds: stats = sweep_results[threshold] - detection = stats['detection_rate'] - false_pos = stats['false_positive_rate'] - f1 = stats['f1_score'] - + detection = stats["detection_rate"] + false_pos = stats["false_positive_rate"] + f1 = stats["f1_score"] + status = " ← current" if threshold == config.BOND_THRESHOLD else "" print(f"{threshold:<12.2f} {detection:>5.1f}% {false_pos:>5.1f}% {f1:>5.1f}%{status}") - + if f1 > best_f1: best_f1 = f1 best_threshold = threshold - - print(f"\n{'='*70}") + + print(f"\n{'=' * 70}") print("VALIDATION RESULT") - print(f"{'='*70}") + print(f"{'=' * 70}") print(f"Best threshold: {best_threshold:.2f} (F1 Score: {best_f1:.1f}%)") - - current_f1 = sweep_results[config.BOND_THRESHOLD]['f1_score'] + + current_f1 = sweep_results[config.BOND_THRESHOLD]["f1_score"] if best_threshold == config.BOND_THRESHOLD: print(f"✓ Current default ({config.BOND_THRESHOLD}) is optimal!") else: @@ -422,10 +442,10 @@ def run_threshold_validation(output_file: str = None): print(f"\n! Recommended: {best_threshold:.2f} (F1: {best_f1:.1f}%)") print(f" Current: {config.BOND_THRESHOLD} (F1: {current_f1:.1f}%)") print(f" Improvement: +{improvement:.1f}%") - + print(f"\nDetailed results written to: {output_path}") - print("="*70) - + print("=" * 70) + # Generate plot plot_threshold_results(sweep_results, output_path.parent) diff --git a/justfile b/justfile new file mode 100644 index 0000000..f812b57 --- /dev/null +++ b/justfile @@ -0,0 +1,22 @@ +# Run all checks +check: lint type test + +lint: + uv run ruff format . + uv run ruff check . + +type: + uv run ty check + +test: + uv run pytest --cov --cov-report=xml + +fix: + uv run ruff format . + uv run ruff check --fix . + +build: + uv build + +setup: + uv sync --dev diff --git a/pyproject.toml b/pyproject.toml index e97971f..9b9b04c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,3 +29,87 @@ graphrc = "graphrc.cli:main" [tool.setuptools.packages.find] where = ["src"] + +[dependency-groups] +dev = [ + "pre-commit>=3.5.0", + "pytest>=8.3.5", + "pytest-cov>=5.0.0", + "ruff>=0.14.14", + "ty>=0.0.14", +] + +# ===== Ruff ===== +[tool.ruff] +line-length = 120 +target-version = "py310" +src = ["src", "tests"] +exclude = ["examples"] + +[tool.ruff.lint] +select = [ + "B", # bugbear + "D", # pydocstyle + "E", # pycodestyle errors + "F", # pyflakes + "I", # isort + "N", # pep8-naming conventions + "W", # pycodestyle warnings + "C4", # comprehensions + "PL", # pylint + "PT", # flake8-pytest-style + "PIE", # misc lints + "PYI", # flake8-pyi + "TID", # tidy imports + "TCH", # type-checking imports + "RUF", # Ruff-specific rules + "RSE", # flake8-raise + "ICN001", # unconventional-import-alias +] +ignore = [ + "B905", # zip() without strict= (ty doesn't support strict parameter) + "N803", # Argument name should be lowercase (G for graph is standard) + "N806", # Non-lowercase variable in function + "PLR0911", # Too many returns + "PLR0912", # Too many branches + "PLR0913", # Too many arguments to function call + "PLR0914", # Too many locals + "PLR0915", # Too many statements + "PLR1702", # Too many nested-blocks + "PLC0415", # Local imports which may be performance related + "PLR2004", # Magic numbers +] + +[tool.ruff.lint.per-file-ignores] +"__init__.py" = ["F401", "F403"] +"tests/**" = ["D", "PLR2004"] # No docstrings or magic number checks in tests + +[tool.ruff.lint.pydocstyle] +convention = "numpy" + +[tool.ruff.format] +docstring-code-format = true + +# ===== ty ===== +[tool.ty.src] +# ty auto-detects src/ directory +exclude = ["examples/"] + +# ===== Pytest ===== +[tool.pytest.ini_options] +testpaths = ["tests"] +addopts = "--doctest-modules" +doctest_optionflags = "NORMALIZE_WHITESPACE" + +# ===== Coverage ===== +[tool.coverage.run] +source = ["src/graphrc"] +branch = true + +[tool.coverage.report] +exclude_lines = [ + "pragma: no cover", + "if TYPE_CHECKING:", + "raise NotImplementedError", +] + diff --git a/src/graphrc/__init__.py b/src/graphrc/__init__.py index a315ff3..89467b9 100644 --- a/src/graphrc/__init__.py +++ b/src/graphrc/__init__.py @@ -1,6 +1,8 @@ +"""Internal coordinate analysis of vibrational modes.""" + from importlib.metadata import version __version__ = version("graphRC") __citation__ = f"A. S. Goodfellow, graphRC: Internal Coordinate Analysis of Vibrational Modes, v{__version__}, 2025, https://github.com/aligfellow/graphRC.git." -from .api import run_vib_analysis, load_trajectory +from .api import load_trajectory, run_vib_analysis diff --git a/src/graphrc/api.py b/src/graphrc/api.py index e601810..517ad62 100644 --- a/src/graphrc/api.py +++ b/src/graphrc/api.py @@ -6,14 +6,15 @@ graph-based analysis. """ -import os -import sys import logging -from typing import List, Optional, Dict, Any -from . import __version__, __citation__ +import os +from typing import Any, Dict, Optional + +from . import __citation__, __version__ try: import xyzgraph + _xyzg_version = xyzgraph.__version__ _xyzg_citation = xyzgraph.__citation__ except (ImportError, AttributeError): @@ -21,68 +22,63 @@ _xyzg_citation = None from . import config +from .characterize import characterize_vib_mode +from .convert import convert_orca, get_orca_pltvib_path, parse_cclib_output, parse_xyz_string_to_frames from .core import analyze_internal_displacements, read_xyz_trajectory -from .convert import ( - parse_cclib_output, - convert_orca, - get_orca_pltvib_path, - parse_xyz_string_to_frames -) from .graph_compare import analyze_displacement_graphs -from .utils import write_trajectory_file, save_displacement_pair, setup_logging -from .characterize import characterize_vib_mode +from .utils import save_displacement_pair, setup_logging, write_trajectory_file logger = logging.getLogger("graphrc") + def collect_metadata(input_file: str, **params) -> Dict[str, Any]: """Collect runtime metadata for reproducibility. Only includes non-default parameters.""" # Map parameters to their config defaults defaults = { - 'mode': 0, - 'ts_frame': config.DEFAULT_TS_FRAME, - 'bond_tolerance': config.BOND_TOLERANCE, - 'bond_threshold': config.BOND_THRESHOLD, - 'angle_threshold': config.ANGLE_THRESHOLD, - 'dihedral_threshold': config.DIHEDRAL_THRESHOLD, - 'enable_graph': False, - 'graph_method': 'cheminf', - 'charge': 0, - 'independent_graphs': False, + "mode": 0, + "ts_frame": config.DEFAULT_TS_FRAME, + "bond_tolerance": config.BOND_TOLERANCE, + "bond_threshold": config.BOND_THRESHOLD, + "angle_threshold": config.ANGLE_THRESHOLD, + "dihedral_threshold": config.DIHEDRAL_THRESHOLD, + "enable_graph": False, + "graph_method": "cheminf", + "charge": 0, + "independent_graphs": False, } - + # Only include non-default parameters - non_default_params = { - k: v for k, v in params.items() - if v is not None and k in defaults and v != defaults[k] - } - + non_default_params = {k: v for k, v in params.items() if v is not None and k in defaults and v != defaults[k]} + return { - 'version': __version__, - 'citation': __citation__, - 'input_file': os.path.abspath(input_file), - 'xyzgraph_version': _xyzg_version, - 'xyzgraph_citation': _xyzg_citation, - 'parameters': non_default_params, + "version": __version__, + "citation": __citation__, + "input_file": os.path.abspath(input_file), + "xyzgraph_version": _xyzg_version, + "xyzgraph_citation": _xyzg_citation, + "parameters": non_default_params, } + def load_trajectory( input_file: str, mode: int = 0, orca_pltvib_path: Optional[str] = None, save_to_disk: bool = True, - print_output: bool = False + print_output: bool = False, ) -> Dict[str, Any]: """ Load vibrational trajectory from XYZ or QM output file. - + Args: input_file: Path to XYZ trajectory or QM output file mode: Vibrational mode index (ignored for XYZ files) orca_pltvib_path: Optional path to orca_pltvib executable save_to_disk: Whether to save converted trajectory to disk print_output: Print status messages - - Returns: + + Returns + ------- Dictionary with keys: - 'frames': List of ASE Atoms objects - 'frequencies': List of frequencies (None for XYZ input) @@ -90,24 +86,20 @@ def load_trajectory( """ basename = os.path.basename(input_file) root, ext = os.path.splitext(input_file) - + frames = None frequencies = None trajectory_file = None trajectory_string = None - + # Direct XYZ trajectory file if ext.lower() == ".xyz": if print_output: print(f"Reading trajectory from {basename}") frames = read_xyz_trajectory(input_file) trajectory_file = input_file - return { - 'frames': frames, - 'frequencies': None, - 'trajectory_file': trajectory_file - } - + return {"frames": frames, "frequencies": None, "trajectory_file": trajectory_file} + # QM output file - try cclib first, then ORCA try: if print_output: @@ -116,31 +108,23 @@ def load_trajectory( except Exception as e: if print_output: print(f"cclib failed ({e}), trying orca_pltvib...") - + if orca_pltvib_path is None: orca_pltvib_path = get_orca_pltvib_path() - - frequencies, trajectory_string = convert_orca( - input_file, - mode, - pltvib_path=orca_pltvib_path - ) - + + frequencies, trajectory_string = convert_orca(input_file, mode, pltvib_path=orca_pltvib_path) + # Convert string to frames frames = parse_xyz_string_to_frames(trajectory_string) - + # Optionally save to disk if save_to_disk: output_path = f"{root}.v{mode:03d}.xyz" trajectory_file = write_trajectory_file(trajectory_string, output_path) if print_output: print(f"Saved trajectory to {os.path.basename(trajectory_file)}") - - return { - 'frames': frames, - 'frequencies': frequencies, - 'trajectory_file': trajectory_file - } + + return {"frames": frames, "frequencies": frequencies, "trajectory_file": trajectory_file} def run_vib_analysis( @@ -155,7 +139,7 @@ def run_vib_analysis( angle_threshold: float = config.ANGLE_THRESHOLD, dihedral_threshold: float = config.DIHEDRAL_THRESHOLD, coupled_motion_filter: float = config.COUPLED_MOTION_FILTER, - coupled_proton_threshold = config.COUPLED_PROTON_THRESHOLD, + coupled_proton_threshold=config.COUPLED_PROTON_THRESHOLD, # Graph analysis parameters (includes mode characterization) enable_graph: bool = False, graph_method: str = "cheminf", @@ -190,7 +174,7 @@ def run_vib_analysis( angle_threshold: Threshold for significant angle changes (degrees) dihedral_threshold: Threshold for significant dihedral changes (degrees) coupled_motion_filter: Threshold for filtering coupled angle/dihedral changes (Å) - + enable_characterization: Enable mode characterization (rotations, inversions) enable_graph: Enable graph-based analysis @@ -202,7 +186,7 @@ def run_vib_analysis( ascii_scale: Scale factor for ASCII molecular rendering ascii_include_h: Include hydrogens in ASCII rendering ascii_neighbor_shells: Neighbor shells around transformation core - + save_trajectory: Save converted trajectory to disk save_displacement: Save displaced structure pair displacement_scale: Displacement amplitude level (1-4) @@ -210,8 +194,9 @@ def run_vib_analysis( print_output: Print formatted analysis results to console show_all: Show all changes including minor angles/dihedrals debug: Enable debug output - - Returns: + + Returns + ------- Dictionary with keys: - 'trajectory': Trajectory metadata (frames, frequencies, file path) - 'vibrational': Internal coordinate analysis results @@ -227,21 +212,21 @@ def run_vib_analysis( print(" " * 12 + "Internal Coordinate Analysis of Vibrational Modes") print(" " * 26 + "A. S. Goodfellow, 2025") print("=" * 80) - + # Set up logging (prints debug message if debug mode) setup_logging(debug=debug) - + # Load trajectory (suppress print messages until after metadata) trajectory_data = load_trajectory( input_file, mode=mode, orca_pltvib_path=orca_pltvib_path, save_to_disk=save_trajectory, - print_output=False # Suppress here, will print in output.py + print_output=False, # Suppress here, will print in output.py ) - - frames = trajectory_data['frames'] - + + frames = trajectory_data["frames"] + # Collect metadata first (will be printed in output.py) metadata = collect_metadata( input_file=input_file, @@ -256,17 +241,18 @@ def run_vib_analysis( charge=charge if enable_graph else None, independent_graphs=independent_graphs if enable_graph else None, ) - + if print_output: from .output import print_metadata_header + print_metadata_header(metadata, trajectory_data) - + # Now print loading info after metadata will be displayed if print_output: print(f"Reading trajectory from {os.path.basename(input_file)}") print(f"Loaded {len(frames)} frames from trajectory") print(f"Using TS frame: {ts_frame}") - + # Analyze internal coordinates vib_results = analyze_internal_displacements( frames, @@ -282,25 +268,25 @@ def run_vib_analysis( independent_graphs=independent_graphs, ig_flexible=ig_flexible, ) - + if print_output: - selected_frames = vib_results.get('frame_indices', []) + selected_frames = vib_results.get("frame_indices", []) print(f"Selected diverse frames for analysis: {selected_frames}") - + # Check if anything was detected - if not, try with relaxed thresholds nothing_detected = ( - len(vib_results['bond_changes']) == 0 and - len(vib_results['angle_changes']) == 0 and - len(vib_results['dihedral_changes']) == 0 + len(vib_results["bond_changes"]) == 0 + and len(vib_results["angle_changes"]) == 0 + and len(vib_results["dihedral_changes"]) == 0 ) - + if nothing_detected: if print_output: print("\nNo significant changes detected with standard thresholds.") print("Relaxing criteria (50% thresholds)...") - + logger.info("No changes detected, retrying with 50% thresholds") - + # Retry with 50% thresholds vib_results = analyze_internal_displacements( frames, @@ -313,42 +299,35 @@ def run_vib_analysis( coupled_motion_filter=coupled_motion_filter * 0.5, coupled_proton_threshold=coupled_proton_threshold, ) - + # Add metadata about relaxed thresholds - vib_results['thresholds_relaxed'] = True - vib_results['threshold_factor'] = 0.5 - + vib_results["thresholds_relaxed"] = True + vib_results["threshold_factor"] = 0.5 + if print_output: still_nothing = ( - len(vib_results['bond_changes']) == 0 and - len(vib_results['angle_changes']) == 0 and - len(vib_results['dihedral_changes']) == 0 + len(vib_results["bond_changes"]) == 0 + and len(vib_results["angle_changes"]) == 0 + and len(vib_results["dihedral_changes"]) == 0 ) if still_nothing: print("Still no significant changes detected (very small displacements).") else: - print(f"Found changes with relaxed thresholds.") + print("Found changes with relaxed thresholds.") else: - vib_results['thresholds_relaxed'] = False - + vib_results["thresholds_relaxed"] = False + # Characterize mode type and run graph analysis (both enabled with --graph) characterization = None graph_results = None - + if enable_graph: if print_output: print("Characterizing vibrational mode...") - - characterization = characterize_vib_mode( - internal_changes=vib_results, - frames=frames, - ts_frame_idx=ts_frame - ) - - logger.debug( - f"Mode characterized as: {characterization['mode_type']} " - f"({characterization['description']})" - ) + + characterization = characterize_vib_mode(internal_changes=vib_results, frames=frames, ts_frame_idx=ts_frame) + + logger.debug(f"Mode characterized as: {characterization['mode_type']} ({characterization['description']})") if print_output: print("Running graph-based analysis...") # Display graph building mode @@ -356,31 +335,31 @@ def run_vib_analysis( print("Graph building mode: Independent (from actual displaced geometries)") else: print("Graph building mode: TS-centric (with guided bonding)") - + # Extract atoms of interest from characterization for ASCII highlighting atoms_of_interest = set() if characterization: - mode_type = characterization.get('mode_type') - if mode_type == 'rotation': + mode_type = characterization.get("mode_type") + if mode_type == "rotation": # For rotations: highlight the rotating bond (j, k from dihedrals) - for rot_info in characterization.get('rotations', {}).values(): - j, k = rot_info['axis_atoms'] + for rot_info in characterization.get("rotations", {}).values(): + j, k = rot_info["axis_atoms"] atoms_of_interest.update([j, k]) - elif mode_type == 'inversion': + elif mode_type == "inversion": # For inversions: highlight hub atom and all its neighbors - inv_info = characterization.get('inversion') + inv_info = characterization.get("inversion") if inv_info: - hub_atom = inv_info['center_atom'] + hub_atom = inv_info["center_atom"] atoms_of_interest.add(hub_atom) # Add neighbors from connectivity (from internal_coords) # This is populated by build_internal_coordinates via xyzgraph - connectivity = vib_results.get('connectivity', {}) + connectivity = vib_results.get("connectivity", {}) neighbors = connectivity.get(hub_atom, set()) atoms_of_interest.update(neighbors) - + # Add ts_frame to internal_changes for graph analysis - vib_results_with_ts = {**vib_results, 'ts_frame': ts_frame} - + vib_results_with_ts = {**vib_results, "ts_frame": ts_frame} + graph_results = analyze_displacement_graphs( frames=frames, internal_changes=vib_results_with_ts, @@ -395,7 +374,7 @@ def run_vib_analysis( ascii_neighbor_shells=ascii_neighbor_shells, debug=debug, ) - + # Save displacement structures (optional) displacement_files = None if save_displacement: @@ -408,24 +387,25 @@ def run_vib_analysis( max_level=config.MAX_DISPLACEMENT_LEVEL, print_output=print_output, ) - + # Build results dictionary (metadata already collected earlier) results_dict = { - 'metadata': metadata, - 'trajectory': trajectory_data, - 'vibrational': vib_results, - 'characterization': characterization, - 'graph': graph_results, - 'displacement_files': displacement_files, + "metadata": metadata, + "trajectory": trajectory_data, + "vibrational": vib_results, + "characterization": characterization, + "graph": graph_results, + "displacement_files": displacement_files, } - + # Print formatted output if requested if print_output: - from .output import print_analysis_results + from .output import print_analysis_results + print_analysis_results( results_dict, show_all=show_all or debug, # Show all if requested or in debug mode - mode=mode + mode=mode, ) - + return results_dict diff --git a/src/graphrc/characterize.py b/src/graphrc/characterize.py index 5e67625..f7aec21 100644 --- a/src/graphrc/characterize.py +++ b/src/graphrc/characterize.py @@ -8,9 +8,10 @@ No complex geometry calculations - just counting and simple logic. """ -import numpy as np -from typing import List, Dict, Tuple, Any, Optional import logging +from typing import Any, Dict, List, Optional, Tuple + +import numpy as np logger = logging.getLogger("graphrc") @@ -19,30 +20,30 @@ # DISPLACEMENT UTILITIES # ============================================================================ + def calculate_atom_displacement( - atom_idx: int, - frame_ts: Dict[str, Any], - frames_displaced: List[Dict[str, Any]] + atom_idx: int, frame_ts: Dict[str, Any], frames_displaced: List[Dict[str, Any]] ) -> float: """ Calculate average displacement magnitude for an atom. - + Args: atom_idx: Atom index frame_ts: TS frame dict frames_displaced: Displaced frame dicts - - Returns: + + Returns + ------- Average displacement magnitude in Angstroms """ - pos_ts = frame_ts['positions'][atom_idx] + pos_ts = frame_ts["positions"][atom_idx] displacements = [] - + for frame in frames_displaced: - pos = frame['positions'][atom_idx] + pos = frame["positions"][atom_idx] disp = np.linalg.norm(pos - pos_ts) displacements.append(disp) - + return float(np.mean(displacements)) if displacements else 0.0 @@ -50,54 +51,59 @@ def calculate_atom_displacement( # HUB DETECTION FOR INVERSIONS # ============================================================================ + def detect_inversion_hub( dihedral_changes: Dict[Tuple[int, int, int, int], Tuple[float, float]], symbols: List[str], - min_hub_fraction: float = 0.5 + min_hub_fraction: float = 0.5, ) -> Optional[Tuple[int, str, float]]: """ Detect if dihedrals share a common central "hub" atom, indicating inversion. - + Inversions create a hub pattern where one atom appears as the central atom (positions j or k) in multiple dihedrals. For example, N inversion shows N in the center of all affected dihedrals. - + Args: dihedral_changes: Dict of (i,j,k,l) -> (max_change, initial_value) symbols: List of atomic symbols min_hub_fraction: Minimum fraction of dihedrals hub must appear in - - Returns: + + Returns + ------- (hub_atom_index, element_symbol, hub_fraction) if inversion detected, else None """ if len(dihedral_changes) < 3: # Need at least 3 dihedrals for reliable hub detection # With only 2 dihedrals, can't distinguish inversion from rotation return None - + # Count occurrences of each atom in central positions (j and k) hub_counts = {} - for (i, j, k, l) in dihedral_changes.keys(): + for _i, j, k, _l in dihedral_changes.keys(): hub_counts[j] = hub_counts.get(j, 0) + 1 hub_counts[k] = hub_counts.get(k, 0) + 1 - + if not hub_counts: return None - + # Find atom with highest count hub_atom = max(hub_counts, key=lambda x: hub_counts[x]) hub_count = hub_counts[hub_atom] hub_fraction = hub_count / len(dihedral_changes) - - logger.debug(f"Hub analysis: atom {hub_atom} ({symbols[hub_atom]}) appears in {hub_count}/{len(dihedral_changes)} dihedrals ({hub_fraction:.1%})") - + + logger.debug( + f"Hub analysis: atom {hub_atom} ({symbols[hub_atom]}) appears in {hub_count}/{len(dihedral_changes)} " + f"dihedrals ({hub_fraction:.1%})" + ) + # Check if hub dominates (appears in at least min_hub_fraction of dihedrals) if hub_fraction >= min_hub_fraction: # Check if it's an invertible atom - invertible_elements = {'N', 'P', 'S', 'As', 'Sb'} + invertible_elements = {"N", "P", "S", "As", "Sb"} element = symbols[hub_atom] - + if element in invertible_elements: logger.info( f"Inversion detected: {element} at position {hub_atom} is hub for {hub_fraction:.1%} of dihedrals" @@ -105,66 +111,61 @@ def detect_inversion_hub( return (hub_atom, element, hub_fraction) else: logger.debug(f"Hub detected but not invertible element: {element}") - + return None def identify_moving_group( - hub_atom: int, - frame_ts: Dict[str, Any], - frames_displaced: List[Dict[str, Any]], - connectivity: Dict[int, set] + hub_atom: int, frame_ts: Dict[str, Any], frames_displaced: List[Dict[str, Any]], connectivity: Dict[int, set] ) -> Tuple[int, float, str]: """ Identify which group on the hub atom moves most during inversion. - + Args: hub_atom: Index of inverting atom frame_ts: TS frame dict frames_displaced: Displaced frame dicts connectivity: Connectivity dictionary from build_internal_coordinates - - Returns: + + Returns + ------- (neighbor_idx, displacement, description) of most mobile group """ # Get neighbors from connectivity neighbors = list(connectivity.get(hub_atom, set())) - symbols = frame_ts['symbols'] - + symbols = frame_ts["symbols"] + if len(neighbors) == 0: return (hub_atom, 0.0, "unknown") - + # Calculate displacement for each neighbor neighbor_displacements = [] for neighbor in neighbors: disp = calculate_atom_displacement(neighbor, frame_ts, frames_displaced) neighbor_displacements.append((neighbor, disp, symbols[neighbor])) - + # Sort by displacement neighbor_displacements.sort(key=lambda x: x[1], reverse=True) - + most_mobile = neighbor_displacements[0] neighbor_idx, max_disp, neighbor_symbol = most_mobile - + # Try to identify the group type - if neighbor_symbol == 'C': + if neighbor_symbol == "C": # Check if it's part of a methyl (C with 3H neighbors) c_neighbors = connectivity.get(neighbor_idx, set()) - h_count = sum(1 for n in c_neighbors if symbols[n] == 'H') + h_count = sum(1 for n in c_neighbors if symbols[n] == "H") if h_count == 3: description = "methyl group" else: description = f"{neighbor_symbol} group" - elif neighbor_symbol == 'H': + elif neighbor_symbol == "H": description = "hydrogen" else: description = f"{neighbor_symbol} group" - - logger.debug( - f"Most mobile group: {description} at position {neighbor_idx} " - f"(displacement: {max_disp:.3f} Å)" - ) - + + logger.debug(f"Most mobile group: {description} at position {neighbor_idx} (displacement: {max_disp:.3f} Å)") + return (neighbor_idx, max_disp, description) @@ -172,43 +173,45 @@ def identify_moving_group( # ROTATION CLASSIFICATION # ============================================================================ + def find_aromatic_rings(frame: Dict[str, Any], connectivity: Dict[int, set]) -> List[List[int]]: """ Find aromatic 6-membered carbon rings using simple heuristic. - + Criteria: - 6-membered ring - All carbons - Each carbon has 3-5 neighbors (sp2 + substituents) - + Args: frame: Frame dict connectivity: Connectivity dictionary from build_internal_coordinates - - Returns: + + Returns + ------- List of rings, where each ring is a list of atom indices """ - symbols = frame['symbols'] + symbols = frame["symbols"] aromatic_rings = [] - + # Find all 6-membered rings using BFS from collections import deque - + visited_rings = set() - + for start_atom in range(len(symbols)): - if symbols[start_atom] != 'C': + if symbols[start_atom] != "C": continue - + # BFS to find 6-membered rings starting from this atom queue = deque([(start_atom, [start_atom], {start_atom})]) - + while queue: current, path, visited = queue.popleft() - + if len(path) > 6: continue - + neighbors = list(connectivity.get(current, set())) for next_atom in neighbors: # Check if we've completed a 6-membered ring @@ -219,7 +222,7 @@ def find_aromatic_rings(frame: Dict[str, Any], connectivity: Dict[int, set]) -> # Check: all carbons with 3-5 neighbors (allowing substituents) is_aromatic = True for atom in path: - if symbols[atom] != 'C': + if symbols[atom] != "C": is_aromatic = False break atom_neighbors = connectivity.get(atom, set()) @@ -227,53 +230,51 @@ def find_aromatic_rings(frame: Dict[str, Any], connectivity: Dict[int, set]) -> if len(atom_neighbors) < 3 or len(atom_neighbors) > 5: is_aromatic = False break - + if is_aromatic: aromatic_rings.append(path) visited_rings.add(ring_tuple) - + # Continue search if next_atom not in visited and len(path) < 6: new_visited = visited.copy() new_visited.add(next_atom) - queue.append((next_atom, path + [next_atom], new_visited)) - + queue.append((next_atom, [*path, next_atom], new_visited)) + return aromatic_rings def classify_rotation_type( - dihedral: Tuple[int, int, int, int], - frame_ts: Dict[str, Any], - dihedral_change: float, - connectivity: Dict[int, set] + dihedral: Tuple[int, int, int, int], frame_ts: Dict[str, Any], dihedral_change: float, connectivity: Dict[int, set] ) -> Dict[str, Any]: """ Classify type of rotation based on chemical environment. - + Conservative logic - only classify when confident: - Check for aromatic ring membership - Only classify symmetric tops (Me) when not in rings - Default to generic descriptions otherwise - + Args: dihedral: (i, j, k, l) atom indices frame_ts: TS frame dict dihedral_change: Rotation magnitude (degrees) connectivity: Connectivity dictionary from build_internal_coordinates - - Returns: + + Returns + ------- Dict with rotation characterization """ - i, j, k, l = dihedral - symbols = frame_ts['symbols'] - + _i, j, k, _l = dihedral + symbols = frame_ts["symbols"] + # Get neighbors from connectivity neighbors_j = list(connectivity.get(j, set())) neighbors_k = list(connectivity.get(k, set())) - + # Find aromatic rings aromatic_rings = find_aromatic_rings(frame_ts, connectivity) - + # Check if any dihedral atoms are in aromatic rings aromatic_atoms = [] for ring in aromatic_rings: @@ -282,50 +283,51 @@ def classify_rotation_type( aromatic_atoms.append(j) if k in ring_set: aromatic_atoms.append(k) - + # If aromatic atoms detected, report aromatic rotation if aromatic_atoms: aromatic_atoms = list(set(aromatic_atoms)) # Remove duplicates - + # Build descriptive label showing which atoms are aromatic j_aromatic = j in aromatic_atoms k_aromatic = k in aromatic_atoms - + if j_aromatic and k_aromatic: # Both in ring: (Ph)C-C(Ph) - desc = f'(Ph){symbols[j]}{j}-{symbols[k]}{k}(Ph) rotation' + desc = f"(Ph){symbols[j]}{j}-{symbols[k]}{k}(Ph) rotation" elif j_aromatic: # j in ring: (Ph)C-C - desc = f'(Ph){symbols[j]}{j}-{symbols[k]}{k} rotation' + desc = f"(Ph){symbols[j]}{j}-{symbols[k]}{k} rotation" else: # k in ring: C-C(Ph) - desc = f'{symbols[j]}{j}-{symbols[k]}{k}(Ph) rotation' - + desc = f"{symbols[j]}{j}-{symbols[k]}{k}(Ph) rotation" + return { - 'type': 'aromatic_rotation', - 'description': desc, - 'axis_atoms': (j, k), - 'max_change': dihedral_change, - 'rotating_group': False, - 'aromatic_atoms': aromatic_atoms + "type": "aromatic_rotation", + "description": desc, + "axis_atoms": (j, k), + "max_change": dihedral_change, + "rotating_group": False, + "aromatic_atoms": aromatic_atoms, } - + def count_identical_neighbors(central: int, neighbors: List[int], exclude: int) -> Tuple[str, int]: """Count neighbors with same element, excluding the bond partner.""" neighbor_symbols = [symbols[n] for n in neighbors if n != exclude] if not neighbor_symbols: - return '', 0 + return "", 0 from collections import Counter + counts = Counter(neighbor_symbols) most_common = counts.most_common(1)[0] return most_common - + # Check j end sym_j, count_j = count_identical_neighbors(j, neighbors_j, k) - + # Check k end sym_k, count_k = count_identical_neighbors(k, neighbors_k, j) - + # Identify symmetric tops (3 identical groups) if count_j == 3: rotating_atom = j @@ -339,64 +341,65 @@ def count_identical_neighbors(central: int, neighbors: List[int], exclude: int) rotating_atom = None group_symbol = None central_symbol = None - + # Only classify very clear symmetric tops (3 H neighbors) - if rotating_atom is not None and group_symbol == 'H': - if central_symbol == 'C': - rot_type = 'methyl' - description = f'Methyl (CH₃) rotation at {central_symbol}{rotating_atom}' - elif central_symbol == 'P': - rot_type = 'phosphine' - description = f'Phosphine (PH₃) rotation at {central_symbol}{rotating_atom}' - elif central_symbol == 'N': - rot_type = 'amine' - description = f'Amine (NH₃) rotation at {central_symbol}{rotating_atom}' + if rotating_atom is not None and group_symbol == "H": + if central_symbol == "C": + rot_type = "methyl" + description = f"Methyl (CH₃) rotation at {central_symbol}{rotating_atom}" + elif central_symbol == "P": + rot_type = "phosphine" + description = f"Phosphine (PH₃) rotation at {central_symbol}{rotating_atom}" + elif central_symbol == "N": + rot_type = "amine" + description = f"Amine (NH₃) rotation at {central_symbol}{rotating_atom}" else: - rot_type = 'symmetric_top' - description = f'{central_symbol}H₃ rotation at {central_symbol}{rotating_atom}' - + rot_type = "symmetric_top" + description = f"{central_symbol}H₃ rotation at {central_symbol}{rotating_atom}" + return { - 'type': rot_type, - 'description': description, - 'axis_atoms': (j, k), - 'rotating_atom': rotating_atom, - 'max_change': dihedral_change, - 'rotating_group': True + "type": rot_type, + "description": description, + "axis_atoms": (j, k), + "rotating_atom": rotating_atom, + "max_change": dihedral_change, + "rotating_group": True, } - + # Generic rotation return { - 'type': 'single_bond', - 'description': f'Single bond {symbols[j]}-{symbols[k]} rotation', - 'axis_atoms': (j, k), - 'max_change': dihedral_change, - 'rotating_group': False + "type": "single_bond", + "description": f"Single bond {symbols[j]}-{symbols[k]} rotation", + "axis_atoms": (j, k), + "max_change": dihedral_change, + "rotating_group": False, } def analyze_rotations( dihedral_changes: Dict[Tuple[int, int, int, int], Tuple[float, float]], frame_ts: Dict[str, Any], - connectivity: Dict[int, set] + connectivity: Dict[int, set], ) -> Dict[Tuple[int, int, int, int], Dict[str, Any]]: """ Analyze dihedrals and classify rotation types. - + Args: dihedral_changes: Dict of dihedrals with significant changes frame_ts: TS frame dict connectivity: Connectivity dictionary from build_internal_coordinates - - Returns: + + Returns + ------- Dict mapping dihedrals to rotation characterizations """ rotations = {} - + for dihedral, (max_change, initial_value) in dihedral_changes.items(): rotation_info = classify_rotation_type(dihedral, frame_ts, max_change, connectivity) - rotation_info['initial_value'] = initial_value + rotation_info["initial_value"] = initial_value rotations[dihedral] = rotation_info - + return rotations @@ -404,134 +407,131 @@ def analyze_rotations( # MAIN CHARACTERIZATION # ============================================================================ + def characterize_vib_mode( - internal_changes: Dict[str, Any], - frames: List[Dict[str, Any]], - ts_frame_idx: int = 0 + internal_changes: Dict[str, Any], frames: List[Dict[str, Any]], ts_frame_idx: int = 0 ) -> Dict[str, Any]: """ Comprehensive characterization using simple, robust logic. - + Strategy: 1. If bond changes detected -> bond formation/breaking 2. If no bonds but hub pattern in dihedrals -> inversion 3. Otherwise -> rotation(s) - + Args: internal_changes: Results from analyze_internal_displacements frames: Full trajectory frame dicts ts_frame_idx: Index of TS frame - - Returns: + + Returns + ------- Dictionary with characterization results """ - bond_changes = internal_changes['bond_changes'] - angle_changes = internal_changes['angle_changes'] - dihedral_changes = internal_changes['dihedral_changes'] - frame_indices = internal_changes['frame_indices'] - atom_index_map = internal_changes['atom_index_map'] - + bond_changes = internal_changes["bond_changes"] + angle_changes = internal_changes["angle_changes"] + dihedral_changes = internal_changes["dihedral_changes"] + frame_indices = internal_changes["frame_indices"] + internal_changes["atom_index_map"] + # Get TS and displaced frames frame_ts = frames[ts_frame_idx] frames_displaced = [frames[i] for i in frame_indices] - symbols = frame_ts['symbols'] - + symbols = frame_ts["symbols"] + # Determine primary motion type has_bonds = len(bond_changes) > 0 has_angles = len(angle_changes) > 0 has_dihedrals = len(dihedral_changes) > 0 - + result = { - 'has_bond_changes': has_bonds, - 'has_angle_changes': has_angles, - 'has_dihedral_changes': has_dihedrals, - 'rotations': {}, - 'inversion': None + "has_bond_changes": has_bonds, + "has_angle_changes": has_angles, + "has_dihedral_changes": has_dihedrals, + "rotations": {}, + "inversion": None, } - + # If bond changes, that's the primary motion if has_bonds: - result['mode_type'] = 'bond_change' - result['description'] = 'Bond formation/breaking' - result['primary_motion'] = 'bond_change' + result["mode_type"] = "bond_change" + result["description"] = "Bond formation/breaking" + result["primary_motion"] = "bond_change" logger.info(f"Characterized as bond change ({len(bond_changes)} bonds)") return result - + # No bond changes - check for inversion or rotation if has_dihedrals: # Try to detect inversion hub inversion_result = detect_inversion_hub(dihedral_changes, symbols) - + if inversion_result: hub_atom, element, hub_fraction = inversion_result - + # Identify which group is moving (using connectivity from internal_changes) - connectivity = internal_changes.get('connectivity', {}) + connectivity = internal_changes.get("connectivity", {}) moving_group = identify_moving_group(hub_atom, frame_ts, frames_displaced, connectivity) neighbor_idx, max_disp, group_description = moving_group - - result['mode_type'] = 'inversion' - + + result["mode_type"] = "inversion" + # Build description based on whether moving group was identified if group_description == "unknown" or max_disp < 0.01: - result['description'] = f'{element} inversion' + result["description"] = f"{element} inversion" logger.info(f"Characterized as {element} inversion (hub atom {hub_atom})") else: - result['description'] = f'{element} inversion with {group_description} motion' - logger.info( - f"Characterized as {element} inversion " - f"(hub atom {hub_atom}, moving {group_description})" - ) - - result['primary_motion'] = 'inversion' - result['inversion'] = { - 'center_atom': hub_atom, - 'center_symbol': element, - 'hub_fraction': hub_fraction, - 'moving_group': group_description if group_description != "unknown" else None, - 'moving_atom': neighbor_idx if group_description != "unknown" else None, - 'max_displacement': max_disp, - 'num_dihedrals': len(dihedral_changes) + result["description"] = f"{element} inversion with {group_description} motion" + logger.info(f"Characterized as {element} inversion (hub atom {hub_atom}, moving {group_description})") + + result["primary_motion"] = "inversion" + result["inversion"] = { + "center_atom": hub_atom, + "center_symbol": element, + "hub_fraction": hub_fraction, + "moving_group": group_description if group_description != "unknown" else None, + "moving_atom": neighbor_idx if group_description != "unknown" else None, + "max_displacement": max_disp, + "num_dihedrals": len(dihedral_changes), } - + return result - + # No inversion detected - classify as rotation(s) - connectivity = internal_changes.get('connectivity', {}) + connectivity = internal_changes.get("connectivity", {}) rotations = analyze_rotations(dihedral_changes, frame_ts, connectivity) - result['rotations'] = rotations - result['mode_type'] = 'rotation' - + result["rotations"] = rotations + result["mode_type"] = "rotation" + # Generate description from rotation types - rot_types = [info['type'] for info in rotations.values()] + rot_types = [info["type"] for info in rotations.values()] unique_types = list(set(rot_types)) - - if 'methyl' in unique_types: - result['description'] = 'Methyl rotation' - elif 'tert_butyl' in unique_types: - result['description'] = 'tert-Butyl rotation' - elif 'phosphine' in unique_types: - result['description'] = 'Phosphine rotation' - elif len(unique_types) == 1 and unique_types[0] == 'single_bond': - result['description'] = 'Single bond rotation' + + if "methyl" in unique_types: + result["description"] = "Methyl rotation" + elif "tert_butyl" in unique_types: + result["description"] = "tert-Butyl rotation" + elif "phosphine" in unique_types: + result["description"] = "Phosphine rotation" + elif len(unique_types) == 1 and unique_types[0] == "single_bond": + result["description"] = "Single bond rotation" else: - result['description'] = f'Multiple rotations ({", ".join(unique_types)})' - - result['primary_motion'] = 'rotation' + result["description"] = f"Multiple rotations ({', '.join(unique_types)})" + + result["primary_motion"] = "rotation" logger.info(f"Characterized as rotation ({len(rotations)} dihedrals)") return result - + # Only angle changes (no bonds or dihedrals) if has_angles: - result['mode_type'] = 'bending' - result['description'] = 'Angle bending motion' - result['primary_motion'] = 'bending' + result["mode_type"] = "bending" + result["description"] = "Angle bending motion" + result["primary_motion"] = "bending" logger.info(f"Characterized as bending ({len(angle_changes)} angles)") return result - + # No significant changes detected - result['mode_type'] = 'other' - result['description'] = 'Other vibrational motion' - result['primary_motion'] = 'other' + result["mode_type"] = "other" + result["description"] = "Other vibrational motion" + result["primary_motion"] = "other" logger.info("No significant changes detected") return result diff --git a/src/graphrc/cli.py b/src/graphrc/cli.py index 7146e28..fd02128 100644 --- a/src/graphrc/cli.py +++ b/src/graphrc/cli.py @@ -1,141 +1,204 @@ -""" -Command-line interface for vibrational trajectory analysis. -""" +"""Command-line interface for vibrational trajectory analysis.""" + import argparse import os import sys -import logging -from . import __version__, __citation__ -from . import config +from . import __citation__, __version__, config from .api import run_vib_analysis -from .output import print_analysis_results def main(): + """Parse arguments and run vibrational trajectory analysis.""" parser = argparse.ArgumentParser( - description='Internal Coordinate Analysis of Vibrational Modes.', + description="Internal Coordinate Analysis of Vibrational Modes.", formatter_class=argparse.RawDescriptionHelpFormatter, ) - + # Version and citation - parser.add_argument('--version', action='store_true', - help='Show version information and exit') - parser.add_argument('--cite', action='store_true', - help='Show citation information and exit') - + parser.add_argument("--version", action="store_true", help="Show version information and exit") + parser.add_argument("--cite", action="store_true", help="Show citation information and exit") + # Input/output - parser.add_argument('input', nargs='?', help='Input file (XYZ trajectory or QM output)') - + parser.add_argument("input", nargs="?", help="Input file (XYZ trajectory or QM output)") + # Mode selection - parser.add_argument('--mode', '-m', type=int, default=0, - help='Vibrational mode to analyze (default: 0, ignored for XYZ)') - parser.add_argument('--ts-frame', type=int, default=0, - help='Frame index to use as TS reference (default: 0)') - parser.add_argument('--frame-selection', '-fs', type=str, default=config.FRAME_SELECTION, - choices=['rmsd', 'bookend'], - help=f'Frame selection method: rmsd (maximally diverse) or bookend (first and last) (default: {config.FRAME_SELECTION})') - + parser.add_argument( + "--mode", "-m", type=int, default=0, help="Vibrational mode to analyze (default: 0, ignored for XYZ)" + ) + parser.add_argument("--ts-frame", type=int, default=0, help="Frame index to use as TS reference (default: 0)") + parser.add_argument( + "--frame-selection", + "-fs", + type=str, + default=config.FRAME_SELECTION, + choices=["rmsd", "bookend"], + help=f"Frame selection method: rmsd (maximally diverse) or bookend (first and last) " + f"(default: {config.FRAME_SELECTION})", + ) + # Vibrational analysis tolerances - vib_group = parser.add_argument_group('vibrational analysis parameters') - vib_group.add_argument('--relaxed', '-r', action='store_true', - help='Use more relaxed rules for xyzgraph bond detection (may result in spurious bonds)') - vib_group.add_argument('--bond-tolerance', type=float, default=config.BOND_TOLERANCE, - help=f'Bond detection tolerance factor (default: {config.BOND_TOLERANCE})') - vib_group.add_argument('--bond-threshold', type=float, default=config.BOND_THRESHOLD, - help=f'Threshold for significant bond changes in Å (default: {config.BOND_THRESHOLD})') - vib_group.add_argument('--angle-threshold', type=float, default=config.ANGLE_THRESHOLD, - help=f'Threshold for significant angle changes in degrees (default: {config.ANGLE_THRESHOLD})') - vib_group.add_argument('--dihedral-threshold', type=float, default=config.DIHEDRAL_THRESHOLD, - help=f'Threshold for significant dihedral changes in degrees (default: {config.DIHEDRAL_THRESHOLD})') - vib_group.add_argument('--coupled-motion-filter', type=float, default=config.COUPLED_MOTION_FILTER, - help=f'Coupled motion filter for filtering coupled changes in Å (default: {config.COUPLED_MOTION_FILTER}, advanced)') - vib_group.add_argument('--coupled-proton-threshold', type=str, default=str(config.COUPLED_PROTON_THRESHOLD), - help=f'Reduced threshold for coupled proton transfers in Å (default: {config.COUPLED_PROTON_THRESHOLD}, use "false" to disable)') - vib_group.add_argument('--all', '-a', action='store_true', - help='Report all changes including minor ones') - + vib_group = parser.add_argument_group("vibrational analysis parameters") + vib_group.add_argument( + "--relaxed", + "-r", + action="store_true", + help="Use more relaxed rules for xyzgraph bond detection (may result in spurious bonds)", + ) + vib_group.add_argument( + "--bond-tolerance", + type=float, + default=config.BOND_TOLERANCE, + help=f"Bond detection tolerance factor (default: {config.BOND_TOLERANCE})", + ) + vib_group.add_argument( + "--bond-threshold", + type=float, + default=config.BOND_THRESHOLD, + help=f"Threshold for significant bond changes in Å (default: {config.BOND_THRESHOLD})", + ) + vib_group.add_argument( + "--angle-threshold", + type=float, + default=config.ANGLE_THRESHOLD, + help=f"Threshold for significant angle changes in degrees (default: {config.ANGLE_THRESHOLD})", + ) + vib_group.add_argument( + "--dihedral-threshold", + type=float, + default=config.DIHEDRAL_THRESHOLD, + help=f"Threshold for significant dihedral changes in degrees (default: {config.DIHEDRAL_THRESHOLD})", + ) + vib_group.add_argument( + "--coupled-motion-filter", + type=float, + default=config.COUPLED_MOTION_FILTER, + help=f"Coupled motion filter for filtering coupled changes in Å " + f"(default: {config.COUPLED_MOTION_FILTER}, advanced)", + ) + vib_group.add_argument( + "--coupled-proton-threshold", + type=str, + default=str(config.COUPLED_PROTON_THRESHOLD), + help=f"Reduced threshold for coupled proton transfers in Å " + f'(default: {config.COUPLED_PROTON_THRESHOLD}, use "false" to disable)', + ) + vib_group.add_argument("--all", "-a", action="store_true", help="Report all changes including minor ones") + # Graph analysis (includes mode characterization) - graph_group = parser.add_argument_group('graph analysis parameters') - graph_group.add_argument('--graph', '-g', action='store_true', - help='Enable graph-based analysis and mode characterization (rotations, inversions, aromatic systems)') - graph_group.add_argument('--method', default='cheminf', - choices=['cheminf', 'xtb'], - help='Graph building method (default: cheminf)') - graph_group.add_argument('--charge', type=int, default=0, - help='Molecular charge for graph building (default: 0)') - graph_group.add_argument('--multiplicity', type=int, - help='Spin multiplicity (auto-detected if not specified)') - graph_group.add_argument('--distance-tolerance', type=float, default=config.DISTANCE_TOLERANCE, - help=f'Tolerance for bond formation/breaking (default: {config.DISTANCE_TOLERANCE} Å)') - graph_group.add_argument('--independent-graphs', '-ig', action='store_true', - help='Build molecular graphs from the displaced geometries rather than TS geometry with guided bonding (more rigorous for use with IRC or QRC displaced trajectories)') - graph_group.add_argument('--ig-flexible', '-igf', action='store_true', - help='Apply bond-tolerance to displaced graphs (with -ig). Default: displaced graphs use stricter xyzgraph defaults for more rigorous connectivity detection') - + graph_group = parser.add_argument_group("graph analysis parameters") + graph_group.add_argument( + "--graph", + "-g", + action="store_true", + help="Enable graph-based analysis and mode characterization (rotations, inversions, aromatic systems)", + ) + graph_group.add_argument( + "--method", default="cheminf", choices=["cheminf", "xtb"], help="Graph building method (default: cheminf)" + ) + graph_group.add_argument("--charge", type=int, default=0, help="Molecular charge for graph building (default: 0)") + graph_group.add_argument("--multiplicity", type=int, help="Spin multiplicity (auto-detected if not specified)") + graph_group.add_argument( + "--distance-tolerance", + type=float, + default=config.DISTANCE_TOLERANCE, + help=f"Tolerance for bond formation/breaking (default: {config.DISTANCE_TOLERANCE} Å)", + ) + graph_group.add_argument( + "--independent-graphs", + "-ig", + action="store_true", + help="Build molecular graphs from the displaced geometries rather than TS geometry with guided bonding " + "(more rigorous for use with IRC or QRC displaced trajectories)", + ) + graph_group.add_argument( + "--ig-flexible", + "-igf", + action="store_true", + help="Apply bond-tolerance to displaced graphs (with -ig). " + "Default: displaced graphs use stricter xyzgraph defaults for more rigorous connectivity detection", + ) + # ASCII visualization - ascii_group = parser.add_argument_group('ASCII rendering options') - ascii_group.add_argument('--ascii-scale', '-as', type=float, default=config.ASCII_SCALE, - help=f'Scale for ASCII molecular rendering (default: {config.ASCII_SCALE})') - ascii_group.add_argument('--show-h', action='store_true', - help='Show hydrogen atoms in ASCII rendering') - ascii_group.add_argument('--ascii-shells', '-ash', type=int, default=config.ASCII_NEIGHBOR_SHELLS, - help=f'Neighbor shells around transformation core (default: {config.ASCII_NEIGHBOR_SHELLS})') - + ascii_group = parser.add_argument_group("ASCII rendering options") + ascii_group.add_argument( + "--ascii-scale", + "-as", + type=float, + default=config.ASCII_SCALE, + help=f"Scale for ASCII molecular rendering (default: {config.ASCII_SCALE})", + ) + ascii_group.add_argument("--show-h", action="store_true", help="Show hydrogen atoms in ASCII rendering") + ascii_group.add_argument( + "--ascii-shells", + "-ash", + type=int, + default=config.ASCII_NEIGHBOR_SHELLS, + help=f"Neighbor shells around transformation core (default: {config.ASCII_NEIGHBOR_SHELLS})", + ) + # Output options - output_group = parser.add_argument_group('output options') - output_group.add_argument('--save-displacement', '-sd', action='store_true', - help='Save displaced structure pair') - output_group.add_argument('--displacement-scale', '-ds', type=int, default=config.DEFAULT_DISPLACEMENT_LEVEL, - help=f'Displacement level (1-{config.MAX_DISPLACEMENT_LEVEL}, ~0.2-0.8 amplitude) (default: {config.DEFAULT_DISPLACEMENT_LEVEL})') - output_group.add_argument('--no-save', action='store_true', - help='Do not save trajectory to disk (keep in memory only)') - output_group.add_argument('--orca-path', help='Path to ORCA executable directory') - + output_group = parser.add_argument_group("output options") + output_group.add_argument("--save-displacement", "-sd", action="store_true", help="Save displaced structure pair") + output_group.add_argument( + "--displacement-scale", + "-ds", + type=int, + default=config.DEFAULT_DISPLACEMENT_LEVEL, + help=f"Displacement level (1-{config.MAX_DISPLACEMENT_LEVEL}, ~0.2-0.8 amplitude) " + f"(default: {config.DEFAULT_DISPLACEMENT_LEVEL})", + ) + output_group.add_argument( + "--no-save", action="store_true", help="Do not save trajectory to disk (keep in memory only)" + ) + output_group.add_argument("--orca-path", help="Path to ORCA executable directory") + # Logging - parser.add_argument('--debug', '-d', action='store_true', - help='Enable debug output') - + parser.add_argument("--debug", "-d", action="store_true", help="Enable debug output") + args = parser.parse_args() - + # Handle --version flag if args.version: print(f"graphRC {__version__}") sys.exit(0) - + # Handle --cite flag if args.cite: print(f"Please cite as:\n{__citation__}") sys.exit(0) - + # Check input file was provided and exists if not args.input: parser.print_help() sys.exit(1) - + if not os.path.exists(args.input): print(f"Error: Input file '{args.input}' not found.", file=sys.stderr) sys.exit(1) - + # Parse coupled_proton_threshold (convert string to float or False) coupled_proton_threshold = args.coupled_proton_threshold - if coupled_proton_threshold.lower() == 'false': + if coupled_proton_threshold.lower() == "false": coupled_proton_threshold = False else: try: coupled_proton_threshold = float(coupled_proton_threshold) except ValueError: - print(f"Error: --coupled-proton-threshold must be a number or 'false', got '{coupled_proton_threshold}'", file=sys.stderr) + print( + f"Error: --coupled-proton-threshold must be a number or 'false', got '{coupled_proton_threshold}'", + file=sys.stderr, + ) sys.exit(1) - + # Auto-enable -ig if -igf is used if args.ig_flexible and not args.independent_graphs: print("Warning: --ig-flexible requires -ig, automatically enabling -ig", file=sys.stderr) args.independent_graphs = True - + # Run analysis try: - results = run_vib_analysis( + run_vib_analysis( input_file=args.input, mode=args.mode, ts_frame=args.ts_frame, @@ -173,6 +236,7 @@ def main(): if args.debug: raise sys.exit(1) - + + if __name__ == "__main__": main() diff --git a/src/graphrc/config.py b/src/graphrc/config.py index cdd2e75..b56e348 100644 --- a/src/graphrc/config.py +++ b/src/graphrc/config.py @@ -7,43 +7,43 @@ # ============================================================================ # Coordinate Detection Tolerances # ============================================================================ -BOND_TOLERANCE = 1.4 # Multiplier for bond detection -RELAXED = False # Use relaxed rules for xyzgraph +BOND_TOLERANCE = 1.4 # Multiplier for bond detection +RELAXED = False # Use relaxed rules for xyzgraph # ============================================================================ # Significance Thresholds # ============================================================================ # Minimum changes to report as significant structural changes -BOND_THRESHOLD = 0.4 # Minimum bond change (Å) -ANGLE_THRESHOLD = 10.0 # Minimum angle change (degrees) -DIHEDRAL_THRESHOLD = 20.0 # Minimum dihedral change (degrees) +BOND_THRESHOLD = 0.4 # Minimum bond change (Å) +ANGLE_THRESHOLD = 10.0 # Minimum angle change (degrees) +DIHEDRAL_THRESHOLD = 20.0 # Minimum dihedral change (degrees) # Coupled proton transfer detection -COUPLED_PROTON_THRESHOLD = 0.15 # Low threshold for coupled H movements (Å) +COUPLED_PROTON_THRESHOLD = 0.15 # Low threshold for coupled H movements (Å) # Internal filtering threshold -COUPLED_MOTION_FILTER = 0.2 # For filtering coupled angle/dihedral changes +COUPLED_MOTION_FILTER = 0.2 # For filtering coupled angle/dihedral changes # ============================================================================ # Graph Analysis Parameters # ============================================================================ -DISTANCE_TOLERANCE = 0.2 # Bond formation/breaking tolerance (Å) -BOND_ORDER_EPSILON = 0.1 # Minimum change to report bond order change -IG_FLEXIBLE_DEFAULT = False # Apply bond_tolerance to displaced graphs (with -ig) +DISTANCE_TOLERANCE = 0.2 # Bond formation/breaking tolerance (Å) +BOND_ORDER_EPSILON = 0.1 # Minimum change to report bond order change +IG_FLEXIBLE_DEFAULT = False # Apply bond_tolerance to displaced graphs (with -ig) # ============================================================================ # ASCII Visualization # ============================================================================ -ASCII_SCALE = 2.5 # Scaling factor for molecular rendering -ASCII_NEIGHBOR_SHELLS = 1 # Neighbor shells around reactive center -ASCII_INCLUDE_H = False # Show hydrogen atoms by default +ASCII_SCALE = 2.5 # Scaling factor for molecular rendering +ASCII_NEIGHBOR_SHELLS = 1 # Neighbor shells around reactive center +ASCII_INCLUDE_H = False # Show hydrogen atoms by default # ============================================================================ # Frame Selection # ============================================================================ -DEFAULT_TS_FRAME = 0 # Index of transition state frame -FRAME_SELECTION = 'rmsd' # Frame selection method: 'rmsd' or 'bookend' -MAX_DISPLACEMENT_LEVEL = 4 # Maximum displacement amplitude level +DEFAULT_TS_FRAME = 0 # Index of transition state frame +FRAME_SELECTION = "rmsd" # Frame selection method: 'rmsd' or 'bookend' +MAX_DISPLACEMENT_LEVEL = 4 # Maximum displacement amplitude level # ============================================================================ # File Handling diff --git a/src/graphrc/convert.py b/src/graphrc/convert.py index 8013565..f1ca672 100644 --- a/src/graphrc/convert.py +++ b/src/graphrc/convert.py @@ -1,49 +1,52 @@ """ Trajectory conversion utilities for QM output files. + Handles ORCA and cclib-compatible formats. """ + +import logging import os import subprocess +from typing import Any, Dict, List + +import cclib import numpy as np -import logging -from typing import List, Tuple, Optional, Dict, Any from xyzgraph import DATA -import cclib logger = logging.getLogger("graphrc") def get_orca_pltvib_path(): - """Find orca_pltvib executable in the same directory as orca""" - orca_path = os.popen('which orca').read().strip() + """Find orca_pltvib executable in the same directory as orca.""" + orca_path = os.popen("which orca").read().strip() if not orca_path: raise RuntimeError("ORCA not found in PATH. Please ensure ORCA is installed.") - + orca_dir = os.path.dirname(orca_path) - pltvib_path = os.path.join(orca_dir, 'orca_pltvib') - + pltvib_path = os.path.join(orca_dir, "orca_pltvib") + if not os.path.exists(pltvib_path): raise RuntimeError(f"orca_pltvib not found at {pltvib_path}") - + return pltvib_path def get_orca_frequencies(orca_file): - """Extract vibrational frequencies from ORCA output""" - with open(orca_file, 'r') as f: + """Extract vibrational frequencies from ORCA output.""" + with open(orca_file, "r") as f: lines = f.readlines() - + section_indices = [i for i, line in enumerate(lines) if "VIBRATIONAL FREQUENCIES" in line] if not section_indices: raise ValueError("No vibrational frequencies section found in ORCA output.") - + idx = section_indices[-1] # last occurrence if multiple are present freqs = [] - + for line in lines[idx:]: if "NORMAL MODES" in line: break - parts = line.split(':') + parts = line.split(":") if len(parts) > 1: try: freq = float(parts[1].split()[0]) @@ -57,25 +60,26 @@ def get_orca_frequencies(orca_file): def convert_orca(orca_file, mode, pltvib_path=None): """ Convert ORCA output to vibration trajectory string. - Returns: (frequencies, trajectory_xyz_string) + + Returns: (frequencies, trajectory_xyz_string). """ if pltvib_path is None: pltvib_path = get_orca_pltvib_path() if not os.path.exists(orca_file): raise FileNotFoundError(f"ORCA output file {orca_file} does not exist.") - + basename = os.path.splitext(orca_file)[0] - + # Determine orca_mode offset (5 or 6) - with open(orca_file, 'r') as f: + with open(orca_file, "r") as f: lines = f.readlines() - + n_atoms = None for line in lines: if "Number of atoms" in line: n_atoms = int(line.split()[-1]) break - + # Try method 2: Parse from atom index table (xtb frequency-only outputs - very specific...) if n_atoms is None: max_atom_index = 0 @@ -95,82 +99,92 @@ def convert_orca(orca_file, mode, pltvib_path=None): # Third column onwards contains atom indices for token in parts[3:]: # Handle ranges like "3-6" and individual numbers like "1" - token = token.rstrip(',') # Remove trailing commas - if '-' in token: - start, end = token.split('-') + stripped_token = token.rstrip(",") # Remove trailing commas + if "-" in stripped_token: + _start, end = stripped_token.split("-") try: max_atom_index = max(max_atom_index, int(end)) except ValueError: continue else: try: - max_atom_index = max(max_atom_index, int(token)) + max_atom_index = max(max_atom_index, int(stripped_token)) except ValueError: continue - + if max_atom_index > 0: n_atoms = max_atom_index - + print(f"Determined number of atoms: {n_atoms}") if n_atoms is None: raise ValueError("Could not determine number of atoms from ORCA output.") - + orca_mode = int(mode) + (5 if n_atoms < 3 else 6) - + # Handle multiple frequency blocks freq_indices = [i for i, line in enumerate(lines) if "VIBRATIONAL FREQUENCIES" in line] if not freq_indices: raise ValueError("No vibrational frequencies section found in ORCA output.") - + coord_indices = [i for i, line in enumerate(lines) if "CARTESIAN COORDINATES (ANGSTROEM)" in line] - + if len(freq_indices) > 1: - print(f"INFO: Multiple 'VIBRATIONAL FREQUENCIES' sections found. Using the last one.") + print("INFO: Multiple 'VIBRATIONAL FREQUENCIES' sections found. Using the last one.") idx = max(i for i in coord_indices if i < freq_indices[-1]) - tmp_file = f'{basename}.tmp' - with open(tmp_file, 'w') as f: + tmp_file = f"{basename}.tmp" + with open(tmp_file, "w") as f: f.writelines(lines[idx:]) - result = subprocess.run([pltvib_path, tmp_file, str(orca_mode)], - stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL) + result = subprocess.run( + [pltvib_path, tmp_file, str(orca_mode)], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, check=False + ) os.remove(tmp_file) - if result.returncode == 0 and os.path.exists(f'{basename}.tmp.v{orca_mode:03d}.xyz'): - os.system(f'mv {basename}.tmp.v{orca_mode:03d}.xyz {basename}.out.v{orca_mode:03d}.xyz') + if result.returncode == 0 and os.path.exists(f"{basename}.tmp.v{orca_mode:03d}.xyz"): + os.system(f"mv {basename}.tmp.v{orca_mode:03d}.xyz {basename}.out.v{orca_mode:03d}.xyz") else: - result = subprocess.run([pltvib_path, orca_file, str(orca_mode)], - stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL) - + result = subprocess.run( + [pltvib_path, orca_file, str(orca_mode)], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, check=False + ) + # Check if orca_pltvib succeeded on the .out file - expected_output = f'{basename}.out.v{orca_mode:03d}.xyz' + expected_output = f"{basename}.out.v{orca_mode:03d}.xyz" if os.path.exists(expected_output): - os.system(f'mv {basename}.out.v{orca_mode:03d}.xyz {basename}.out.v{mode:03d}.xyz') - orca_vib = f'{basename}.out.v{mode:03d}.xyz' + os.system(f"mv {basename}.out.v{orca_mode:03d}.xyz {basename}.out.v{mode:03d}.xyz") + orca_vib = f"{basename}.out.v{mode:03d}.xyz" else: # orca_pltvib failed - check for .hess file fallback - hess_file = f'{basename}.hess' + hess_file = f"{basename}.hess" if os.path.exists(hess_file): print(f"INFO: orca_pltvib failed on {os.path.basename(orca_file)}, trying {os.path.basename(hess_file)}...") # For .hess files, use mode directly (no offset) - result = subprocess.run([pltvib_path, hess_file, str(orca_mode)], - stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL) - expected_hess_output = f'{basename}.hess.v{orca_mode:03d}.xyz' + result = subprocess.run( + [pltvib_path, hess_file, str(orca_mode)], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + check=False, + ) + expected_hess_output = f"{basename}.hess.v{orca_mode:03d}.xyz" if os.path.exists(expected_hess_output): # Rename to match expected pattern - orca_vib = f'{basename}.out.v{mode:03d}.xyz' + orca_vib = f"{basename}.out.v{mode:03d}.xyz" os.rename(expected_hess_output, orca_vib) else: - raise FileNotFoundError(f"orca_pltvib failed on both {os.path.basename(orca_file)} and {os.path.basename(hess_file)}.") + raise FileNotFoundError( + f"orca_pltvib failed on both {os.path.basename(orca_file)} and {os.path.basename(hess_file)}." + ) else: - raise FileNotFoundError(f"File {expected_output} not found after orca_pltvib. No .hess file available for fallback.") - + raise FileNotFoundError( + f"File {expected_output} not found after orca_pltvib. No .hess file available for fallback." + ) + if not os.path.exists(orca_vib): raise FileNotFoundError(f"File {orca_vib} not found. Ensure ORCA output is correct.") - - with open(orca_vib, 'r') as f: + + with open(orca_vib, "r") as f: lines = f.readlines() - + xyz_len = int(lines[0].split()[0]) + 2 - xyzs = [lines[i:i+xyz_len] for i in range(0, len(lines), xyz_len)] - + xyzs = [lines[i : i + xyz_len] for i in range(0, len(lines), xyz_len)] + trj_data = "" for idx_block in xyzs: trj_data += idx_block[0] @@ -178,7 +192,7 @@ def convert_orca(orca_file, mode, pltvib_path=None): for line in idx_block[2:]: parts = line.split() trj_data += f"{parts[0]} {parts[1]} {parts[2]} {parts[3]}\n" - + os.remove(orca_vib) freqs = get_orca_frequencies(orca_file) return freqs, trj_data @@ -187,35 +201,56 @@ def convert_orca(orca_file, mode, pltvib_path=None): def parse_cclib_output(output_file, mode): """ Parse QM output with cclib and generate trajectory. - Returns: (frequencies, trajectory_xyz_string) + + Returns: (frequencies, trajectory_xyz_string). """ mode = int(mode) - amplitudes = [0.0, -0.2, -0.4, -0.6, -0.8, -1.0, -0.8, -0.6, -0.4, -0.2, - 0.0, 0.2, 0.4, 0.6, 0.8, 1.0, 0.8, 0.6, 0.4, 0.2] - + amplitudes = [ + 0.0, + -0.2, + -0.4, + -0.6, + -0.8, + -1.0, + -0.8, + -0.6, + -0.4, + -0.2, + 0.0, + 0.2, + 0.4, + 0.6, + 0.8, + 1.0, + 0.8, + 0.6, + 0.4, + 0.2, + ] + try: parser = cclib.io.ccopen(output_file) if parser is None: raise ValueError(f"cclib could not parse {output_file}.") except Exception as e: - raise ValueError(f"Error parsing {output_file} with cclib: {e}") - + raise ValueError(f"Error parsing {output_file} with cclib: {e}") from e + data = parser.parse() - - if not hasattr(data, 'vibfreqs') or len(data.vibfreqs) == 0: + + if not hasattr(data, "vibfreqs") or len(data.vibfreqs) == 0: raise ValueError("No vibrational frequencies found in file.") - + freqs = data.vibfreqs num_modes = len(freqs) if mode < 0 or mode >= num_modes: raise ValueError(f"Mode index {mode} out of range. File has {num_modes} modes.") - + atom_numbers = data.atomnos atom_symbols = [DATA.n2s[z] for z in atom_numbers] eq_coords = data.atomcoords[-1] displacement = np.array(data.vibdisps[mode]) freq = freqs[mode] - + trj_data = "" for amp in amplitudes: displaced = eq_coords + amp * displacement @@ -223,16 +258,17 @@ def parse_cclib_output(output_file, mode): trj_data += f"Mode: {mode}, Frequency: {freq:.2f} cm**-1, Amplitude: {amp:.2f}\n" for sym, coord in zip(atom_symbols, displaced): trj_data += f"{sym} {coord[0]:.6f} {coord[1]:.6f} {coord[2]:.6f}\n" - + return freqs, trj_data def parse_xyz_string_to_frames(trj_data_str: str) -> List[Dict[str, Any]]: """ Parse XYZ trajectory string into list of frame dicts. + Returns list of frames. """ - lines = trj_data_str.strip().split('\n') + lines = trj_data_str.strip().split("\n") frames = [] i = 0 while i < len(lines): @@ -242,7 +278,7 @@ def parse_xyz_string_to_frames(trj_data_str: str) -> List[Dict[str, Any]]: break if i + 1 >= len(lines): break - comment = lines[i + 1] + lines[i + 1] coords = [] symbols = [] for j in range(num_atoms): @@ -251,10 +287,7 @@ def parse_xyz_string_to_frames(trj_data_str: str) -> List[Dict[str, Any]]: parts = lines[i + 2 + j].split() symbols.append(parts[0]) coords.append([float(x) for x in parts[1:4]]) - frame = { - 'symbols': symbols, - 'positions': np.array(coords) - } + frame = {"symbols": symbols, "positions": np.array(coords)} frames.append(frame) i += 2 + num_atoms return frames diff --git a/src/graphrc/core.py b/src/graphrc/core.py index 3375c08..342f032 100644 --- a/src/graphrc/core.py +++ b/src/graphrc/core.py @@ -1,35 +1,41 @@ -import numpy as np -from itertools import combinations -import os +"""Core functions for building internal coordinates and analyzing vibrational modes.""" + import logging -from typing import List, Dict, Tuple, Any, Union, Optional +import os +from itertools import combinations +from typing import Any, Dict, List, Optional, Tuple, Union + +import numpy as np from xyzgraph import DATA from . import config -from .utils import calculate_distance, calculate_angle, calculate_dihedral +from .utils import calculate_angle, calculate_dihedral, calculate_distance logger = logging.getLogger("graphrc") + def read_xyz_trajectory(file_path: str) -> List[Dict[str, Any]]: """ Read an XYZ trajectory file and return a list of frame dicts. - + Args: file_path: Path to XYZ trajectory file - - Returns: + + Returns + ------- List of frame dicts with 'symbols' and 'positions' keys, one per frame - - Raises: + + Raises + ------ FileNotFoundError: If file doesn't exist ValueError: If only one geometry found (need at least 2 frames) """ if not os.path.exists(file_path): logger.error(f"File {file_path} does not exist") - raise FileNotFoundError(f"File {file_path} does not exist.") - + raise FileNotFoundError(f"File {file_path} does not exist.") + frames = [] - with open(file_path, 'r') as f: + with open(file_path, "r") as f: while True: line = f.readline() if not line: @@ -42,22 +48,17 @@ def read_xyz_trajectory(file_path: str) -> List[Dict[str, Any]]: parts = f.readline().split() symbols.append(parts[0]) coords.append([float(x) for x in parts[1:]]) - frame = { - 'symbols': symbols, - 'positions': np.array(coords) - } + frame = {"symbols": symbols, "positions": np.array(coords)} frames.append(frame) - + if len(frames) == 1: logger.error("Only one geometry found in trajectory file") - raise ValueError( - "Only one geometry found, make sure this is a trajectory file " - "with at least 2 frames." - ) - + raise ValueError("Only one geometry found, make sure this is a trajectory file with at least 2 frames.") + logger.info(f"Read {len(frames)} frames from {file_path}") return frames + def build_internal_coordinates( frame: Dict[str, Any], displaced_frames: Optional[List[Dict[str, Any]]] = None, @@ -68,9 +69,10 @@ def build_internal_coordinates( ) -> Dict[str, Any]: """ Build internal coordinates (bonds, angles, dihedrals) using xyzgraph with hierarchical thresholds. + Uses two separate graphs: - Bond graph (flexible): captures forming/breaking bonds in TS - - Tighter graph: more conservative connectivity for angles/dihedrals + - Tighter graph: more conservative connectivity for angles/dihedrals. When independent_graphs=True: - TS connectivity built with bond_tolerance (flexible) @@ -78,7 +80,7 @@ def build_internal_coordinates( - All connectivity merged via union - Bond coordinates derived from merged connectivity - Angles/dihedrals derived from tighter TS connectivity for consistency - + Args: frame: Frame dict with 'symbols' and 'positions' keys displaced_frames: Optional list of displaced frame dicts for connectivity augmentation @@ -86,17 +88,17 @@ def build_internal_coordinates( ig_flexible: If True (with independent_graphs), apply bond_tolerance to displaced graphs relaxed: Use relaxed rules for xyzgraph (for complex ring systems) bond_tolerance: Multiplier for bond detection (most flexible) - - Returns: + + Returns + ------- Dictionary with keys 'bonds', 'angles', 'dihedrals', 'connectivity' """ from xyzgraph import build_graph - + # Convert frame dict to xyzgraph format - symbols = frame['symbols'] - positions = frame['positions'] - atoms_list = [(symbols[i], tuple(positions[i])) - for i in range(len(symbols))] + symbols = frame["symbols"] + positions = frame["positions"] + atoms_list = [(symbols[i], tuple(positions[i])) for i in range(len(symbols))] # 1. Build flexible graph for bonds G_bonds = build_graph( @@ -104,20 +106,20 @@ def build_internal_coordinates( threshold=bond_tolerance, # No additional global scaling relaxed=relaxed, # Use relaxed rules if specified quick=True, # Fast mode - we don't need bond orders - method='cheminf', - debug=False + method="cheminf", + debug=False, ) - + # Extract bonds from flexible graph ts_bonds = set(G_bonds.edges()) logger.debug(f"Built TS bond graph with {len(ts_bonds)} bonds (tolerance={bond_tolerance})") - + # 2. If independent_graphs, augment with displaced connectivity if independent_graphs and displaced_frames: logger.debug(f"Augmenting TS connectivity with displaced graphs (flexible={ig_flexible})") - + augmented_bonds = set(ts_bonds) # Start with TS - + disp_threshold = None # Determine thresholds for displaced graphs if ig_flexible: @@ -126,43 +128,42 @@ def build_internal_coordinates( else: disp_threshold = 1.0 logger.debug("Using default thresholds for displaced graphs") - + # Build displaced graphs and collect bonds for idx, disp_frame in enumerate(displaced_frames): - disp_atoms = [(disp_frame['symbols'][i], tuple(disp_frame['positions'][i])) - for i in range(len(disp_frame['symbols']))] - + disp_atoms = [ + (disp_frame["symbols"][i], tuple(disp_frame["positions"][i])) for i in range(len(disp_frame["symbols"])) + ] + G_disp = build_graph( - atoms=disp_atoms, - threshold=disp_threshold, - relaxed=relaxed, - quick=True, - method='cheminf', - debug=False + atoms=disp_atoms, threshold=disp_threshold, relaxed=relaxed, quick=True, method="cheminf", debug=False ) - + disp_bonds = set(G_disp.edges()) new_bonds = disp_bonds - ts_bonds if new_bonds: logger.debug(f"Displaced frame {idx}: found {len(new_bonds)} new bonds") augmented_bonds.update(disp_bonds) - - logger.debug(f"Augmented connectivity: {len(ts_bonds)} TS bonds + {len(augmented_bonds - ts_bonds)} new = {len(augmented_bonds)} total") + + logger.debug( + f"Augmented connectivity: {len(ts_bonds)} TS bonds + {len(augmented_bonds - ts_bonds)} " + f"new = {len(augmented_bonds)} total" + ) bonds = list(augmented_bonds) else: # Standard behavior: TS only bonds = list(ts_bonds) - + # 3. Build tighter graph for angles/dihedrals with default xyzgraph thresholds # Always use TS geometry for consistency G_tight = build_graph( atoms=atoms_list, threshold=1.0, # Use xyzgraph defaults quick=True, - method='cheminf', - debug=False + method="cheminf", + debug=False, ) - + # Derive angles from tighter connectivity angles = [] for j in G_tight.nodes(): @@ -170,7 +171,7 @@ def build_internal_coordinates( if len(neighbors) >= 2: for i, k in combinations(neighbors, 2): angles.append((int(i), int(j), int(k))) - + # Derive dihedrals from tightest connectivity dihedrals = [] for b, c in G_tight.edges(): @@ -181,62 +182,53 @@ def build_internal_coordinates( for d in d_neighbors: if a != d: dihedrals.append((int(a), int(b), int(c), int(d))) - + # Build connectivity dictionary from tight graph for angle/dihedral consistency # Use G_tight since dihedrals (used for inversion detection) come from this graph connectivity = {} for i, j in G_tight.edges(): connectivity.setdefault(i, set()).add(j) connectivity.setdefault(j, set()).add(i) - - return { - 'bonds': bonds, - 'angles': angles, - 'dihedrals': dihedrals, - 'connectivity': connectivity - } + + return {"bonds": bonds, "angles": angles, "dihedrals": dihedrals, "connectivity": connectivity} + def _has_significant_bond_change( - bond: Tuple[int, int], - bond_changes: Dict[Tuple[int, int], Tuple[float, float]], - threshold: float + bond: Tuple[int, int], bond_changes: Dict[Tuple[int, int], Tuple[float, float]], threshold: float ) -> bool: """ Check if a bond has a significant change above threshold. - + Args: bond: Tuple of atom indices bond_changes: Dictionary of bond changes threshold: Minimum change threshold - - Returns: + + Returns + ------- True if bond change exceeds threshold """ - sorted_bond = tuple(sorted(bond)) - change_data = bond_changes.get(sorted_bond, (0.0, 0.0)) + a, b = sorted(bond) + change_data = bond_changes.get((a, b), (0.0, 0.0)) return change_data[0] >= threshold def _bonds_are_stable( - bonds: List[Tuple[int, int]], - bond_changes: Dict[Tuple[int, int], Tuple[float, float]], - threshold: float + bonds: List[Tuple[int, int]], bond_changes: Dict[Tuple[int, int], Tuple[float, float]], threshold: float ) -> bool: """ Check if all bonds in list are below stability threshold. - + Args: bonds: List of bond tuples bond_changes: Dictionary of bond changes threshold: Stability threshold - - Returns: + + Returns + ------- True if all bonds are stable (below threshold) """ - return all( - bond_changes.get(tuple(sorted(bond)), (0.0, 0.0))[0] < threshold - for bond in bonds - ) + return all(bond_changes.get((min(bond), max(bond)), (0.0, 0.0))[0] < threshold for bond in bonds) def calculate_internal_changes( @@ -247,15 +239,15 @@ def calculate_internal_changes( angle_threshold: float = config.ANGLE_THRESHOLD, dihedral_threshold: float = config.DIHEDRAL_THRESHOLD, coupled_motion_filter: float = config.COUPLED_MOTION_FILTER, - coupled_proton_threshold: Union[float, bool] = config.COUPLED_PROTON_THRESHOLD + coupled_proton_threshold: Union[float, bool] = config.COUPLED_PROTON_THRESHOLD, ) -> Tuple[Dict, Dict, Dict, Dict, Dict, set]: """ Track changes in internal coordinates across trajectory. - + Identifies significant bond, angle, and dihedral changes between frames. Separates major changes from minor/dependent changes based on coupling to other structural changes. - + Args: frames: List of frame dicts (typically 2 most diverse) ts_frame: Reference frame dict (typically transition state) @@ -264,174 +256,163 @@ def calculate_internal_changes( angle_threshold: Minimum angle change to report (degrees) dihedral_threshold: Minimum dihedral change to report (degrees) coupled_motion_filter: Threshold for filtering coupled angle/dihedral changes (Å) - - Returns: - Tuple of (bond_changes, angle_changes, minor_angles, + + Returns + ------- + Tuple of (bond_changes, angle_changes, minor_angles, unique_dihedrals, dependent_dihedrals, coupled_proton_bonds) Each dict maps coordinate tuple to (max_change, initial_value) coupled_proton_bonds is a set of bonds detected via coupled threshold """ # Get symbols from ts_frame for element identification - symbols = ts_frame['symbols'] - + symbols = ts_frame["symbols"] + # Identify significant bond changes bond_changes = {} - for i, j in internal_coords['bonds']: - distances = [calculate_distance(frame['positions'], i, j) for frame in frames] + for i, j in internal_coords["bonds"]: + distances = [calculate_distance(frame["positions"], i, j) for frame in frames] max_change = round(max(distances) - min(distances), 3) if abs(max_change) >= bond_threshold: - initial_length = calculate_distance(ts_frame['positions'], i, j) + initial_length = calculate_distance(ts_frame["positions"], i, j) bond_changes[(i, j)] = (max_change, initial_length) - + logger.debug(f"Found {len(bond_changes)} significant bond changes") - + # Coupled proton transfer detection (for any H involved in detected bond changes) coupled_proton_bonds = set() # Track which bonds were detected via coupled threshold if coupled_proton_threshold is not False: # Find ALL H atoms involved in any detected bond change h_atoms_in_changes = set() - for (i, j) in bond_changes: - if symbols[i] == 'H': + for i, j in bond_changes: + if symbols[i] == "H": h_atoms_in_changes.add(i) - if symbols[j] == 'H': + if symbols[j] == "H": h_atoms_in_changes.add(j) - + if h_atoms_in_changes: logger.debug(f"Searching for coupled proton transfers for {len(h_atoms_in_changes)} H atoms") - + # Search for additional bonds involving these H atoms with reduced threshold for h_idx in h_atoms_in_changes: - for i, j in internal_coords['bonds']: + for i, j in internal_coords["bonds"]: if h_idx not in (i, j): continue # Skip bonds not involving this H - + sorted_bond = tuple(sorted((i, j))) if sorted_bond in bond_changes: continue # Already detected - + # Check with reduced threshold - distances = [calculate_distance(frame['positions'], i, j) for frame in frames] + distances = [calculate_distance(frame["positions"], i, j) for frame in frames] max_change = round(max(distances) - min(distances), 3) if abs(max_change) >= coupled_proton_threshold: - initial_length = calculate_distance(ts_frame['positions'], i, j) - bond_changes[sorted_bond] = (max_change, initial_length) + initial_length = calculate_distance(ts_frame["positions"], i, j) + bond_changes[sorted_bond] = (max_change, initial_length) coupled_proton_bonds.add(sorted_bond) # Track separately logger.debug(f"Coupled proton detection: bond {sorted_bond} (Δ={max_change} Å)") # break # commented out to allow other checks of connectivity - + # Track atoms involved in bond changes changed_atoms = set() for bond in bond_changes: changed_atoms.update(bond) - + # Process angle changes angle_changes = {} minor_angles = {} - - for i, j, k in internal_coords['angles']: + + for i, j, k in internal_coords["angles"]: bonds_in_angle = [tuple(sorted((i, j))), tuple(sorted((j, k)))] - + # Skip if any constituent bond has significant change if any(bond in bond_changes for bond in bonds_in_angle): continue - + # Skip if bonds are not stable (some motion but not enough for reporting a bond change) if not _bonds_are_stable(bonds_in_angle, bond_changes, coupled_motion_filter): continue - + # Calculate angle change - angles = [calculate_angle(frame['positions'], i, j, k) for frame in frames] + angles = [calculate_angle(frame["positions"], i, j, k) for frame in frames] max_change = round(max(angles) - min(angles), 3) - + if abs(max_change) >= angle_threshold: - initial_angle = calculate_angle(ts_frame['positions'], i, j, k) - angle_atoms = set((i, j, k)) - + initial_angle = calculate_angle(ts_frame["positions"], i, j, k) + angle_atoms = {i, j, k} + # Classify as minor if involves atoms from bond changes if angle_atoms.intersection(changed_atoms): minor_angles[(i, j, k)] = (max_change, initial_angle) else: angle_changes[(i, j, k)] = (max_change, initial_angle) - - logger.debug( - f"Found {len(angle_changes)} significant angles, " - f"{len(minor_angles)} minor angles" - ) - + + logger.debug(f"Found {len(angle_changes)} significant angles, {len(minor_angles)} minor angles") + # Process dihedral changes dihedral_changes = {} - - for i, j, k, l in internal_coords['dihedrals']: - bonds_in_dihedral = [(i, j), (j, k), (k, l)] - + + for i, j, k, m in internal_coords["dihedrals"]: # dihedral convention i-j-k-l, using m for linting + bonds_in_dihedral = [(i, j), (j, k), (k, m)] + # Skip if any bond in dihedral has significant change - if any(set(bond).issubset({i, j, k, l}) for bond in bond_changes): + if any(set(bond).issubset({i, j, k, m}) for bond in bond_changes): continue - + # Skip if bonds are not stable (some motion but not enough for reporting a bond change) if not _bonds_are_stable(bonds_in_dihedral, bond_changes, coupled_motion_filter): continue - + # Calculate dihedral change (adjust for periodicity) - dihedrals = [calculate_dihedral(frame['positions'], i, j, k, l) for frame in frames] - max_change = round( - max([abs((d - dihedrals[0] + 180) % 360 - 180) for d in dihedrals]), - 3 - ) - + dihedrals = [calculate_dihedral(frame["positions"], i, j, k, m) for frame in frames] + max_change = round(max([abs((d - dihedrals[0] + 180) % 360 - 180) for d in dihedrals]), 3) + if max_change >= angle_threshold: - dihedral_changes[(i, j, k, l)] = max_change - + dihedral_changes[(i, j, k, m)] = max_change + # Group dihedrals by rotation axis and select representative # Use atomic numbers as proxy for mass (heavier atoms have higher atomic numbers) - symbols = frames[0]['symbols'] + symbols = frames[0]["symbols"] atomic_numbers = [DATA.s2n[sym] for sym in symbols] dihedral_groups = {} - - for (i, j, k, l), change in dihedral_changes.items(): + + for (i, j, k, m), change in dihedral_changes.items(): # dihedral convention i-j-k-l, using m for linting axis = tuple(sorted((j, k))) - total_atomic_number = atomic_numbers[i] + atomic_numbers[j] + atomic_numbers[k] + atomic_numbers[l] - + total_atomic_number = atomic_numbers[i] + atomic_numbers[j] + atomic_numbers[k] + atomic_numbers[m] + if axis not in dihedral_groups: dihedral_groups[axis] = [] - dihedral_groups[axis].append(((i, j, k, l), change, total_atomic_number)) - + dihedral_groups[axis].append(((i, j, k, m), change, total_atomic_number)) + # Select most significant dihedral per axis unique_dihedrals = {} dependent_dihedrals = {} - - for axis, dihedrals_list in dihedral_groups.items(): + + for _axis, dihedrals_list in dihedral_groups.items(): # Sort by atomic number sum and change magnitude - dihedrals_sorted = sorted( - dihedrals_list, - key=lambda x: (x[2], x[1]), - reverse=True - ) + dihedrals_sorted = sorted(dihedrals_list, key=lambda x: (x[2], x[1]), reverse=True) dihedral, max_change, _ = dihedrals_sorted[0] - + if max_change >= dihedral_threshold: - initial_dihedral = calculate_dihedral(ts_frame['positions'], *dihedral) + initial_dihedral = calculate_dihedral(ts_frame["positions"], *dihedral) dihedral_atoms = set(dihedral) - + # Classify as dependent if involves atoms from bond changes if dihedral_atoms.intersection(changed_atoms): dependent_dihedrals[dihedral] = (max_change, initial_dihedral) else: unique_dihedrals[dihedral] = (max_change, initial_dihedral) - - logger.debug( - f"Found {len(unique_dihedrals)} significant dihedrals, " - f"{len(dependent_dihedrals)} dependent dihedrals" - ) - + + logger.debug(f"Found {len(unique_dihedrals)} significant dihedrals, {len(dependent_dihedrals)} dependent dihedrals") + if coupled_proton_bonds: logger.debug(f"Found {len(coupled_proton_bonds)} bonds via coupled proton threshold") - + return bond_changes, angle_changes, minor_angles, unique_dihedrals, dependent_dihedrals, coupled_proton_bonds + def compute_rmsd(frame1: Dict[str, Any], frame2: Dict[str, Any]) -> float: - """Computes RMSD between two frame dicts.""" - diff = frame1['positions'] - frame2['positions'] + """Compute RMSD between two frame dicts.""" + diff = frame1["positions"] - frame2["positions"] return np.sqrt(np.mean(np.sum(diff**2, axis=1))) @@ -464,6 +445,7 @@ def select_bookend_frames(frames: List[Dict[str, Any]]) -> List[int]: raise ValueError("Need at least 2 frames for bookend selection") return [0, len(frames) - 1] + def analyze_internal_displacements( xyz_file_or_frames: Union[str, List[Dict[str, Any]]], relaxed: bool = config.RELAXED, @@ -495,7 +477,8 @@ def analyze_internal_displacements( ts_frame: Index of transition state frame to use as reference frame_selection: Frame selection method ('rmsd' or 'bookend') - Returns: + Returns + ------- Dictionary containing: - bond_changes: Dict mapping bond tuples to (change, initial_value) - angle_changes: Dict mapping angle tuples to (change, initial_value) @@ -505,7 +488,8 @@ def analyze_internal_displacements( - frame_indices: List of selected frame indices - atom_index_map: Dict mapping atom indices to symbols - Raises: + Raises + ------ TypeError: If xyz_file_or_frames is not str or list of frame dicts FileNotFoundError: If file path doesn't exist ValueError: If trajectory has less than 2 frames or invalid frame_selection @@ -516,28 +500,22 @@ def analyze_internal_displacements( elif isinstance(xyz_file_or_frames, list): frames = xyz_file_or_frames else: - raise TypeError( - "xyz_file_or_frames must be a file path (str) or " - "list of frame dicts." - ) + raise TypeError("xyz_file_or_frames must be a file path (str) or list of frame dicts.") # Select frames based on method (needed for independent_graphs mode) - if frame_selection == 'rmsd': + if frame_selection == "rmsd": selected_indices = select_most_diverse_frames(frames) - logger.info(f"Using RMSD-based frame selection") - elif frame_selection == 'bookend': + logger.info("Using RMSD-based frame selection") + elif frame_selection == "bookend": selected_indices = select_bookend_frames(frames) - logger.info(f"Using bookend frame selection (first and last)") + logger.info("Using bookend frame selection (first and last)") else: - raise ValueError( - f"Invalid frame_selection '{frame_selection}'. " - "Must be 'rmsd' or 'bookend'." - ) + raise ValueError(f"Invalid frame_selection '{frame_selection}'. Must be 'rmsd' or 'bookend'.") selected_frames = [frames[i] for i in selected_indices] logger.info(f"Using TS frame {ts_frame}, selected frames {selected_indices} for analysis") - + # Build internal coordinates with optional augmentation internal_coords = build_internal_coordinates( frame=frames[ts_frame], @@ -548,20 +526,22 @@ def analyze_internal_displacements( bond_tolerance=bond_tolerance, ) - bond_changes, angle_changes, minor_angles, unique_dihedrals, dependent_dihedrals, coupled_proton_bonds = calculate_internal_changes( - frames=selected_frames, - ts_frame=frames[ts_frame], - internal_coords=internal_coords, - bond_threshold=bond_threshold, - angle_threshold=angle_threshold, - dihedral_threshold=dihedral_threshold, - coupled_motion_filter=coupled_motion_filter, - coupled_proton_threshold=coupled_proton_threshold, + bond_changes, angle_changes, minor_angles, unique_dihedrals, dependent_dihedrals, coupled_proton_bonds = ( + calculate_internal_changes( + frames=selected_frames, + ts_frame=frames[ts_frame], + internal_coords=internal_coords, + bond_threshold=bond_threshold, + angle_threshold=angle_threshold, + dihedral_threshold=dihedral_threshold, + coupled_motion_filter=coupled_motion_filter, + coupled_proton_threshold=coupled_proton_threshold, + ) ) first_frame = frames[0] - symbols = first_frame['symbols'] - atom_index_map = {i: s for i, s in enumerate(symbols)} + symbols = first_frame["symbols"] + atom_index_map = dict(enumerate(symbols)) return { "bond_changes": bond_changes, @@ -571,6 +551,6 @@ def analyze_internal_displacements( "minor_dihedral_changes": dependent_dihedrals, "frame_indices": selected_indices, "atom_index_map": atom_index_map, - "connectivity": internal_coords['connectivity'], + "connectivity": internal_coords["connectivity"], "coupled_proton_bonds": coupled_proton_bonds, } diff --git a/src/graphrc/graph_compare.py b/src/graphrc/graph_compare.py index f53e878..b9407d1 100644 --- a/src/graphrc/graph_compare.py +++ b/src/graphrc/graph_compare.py @@ -6,11 +6,11 @@ Simplified to use distance-based detection and xyzgraph charge handling. """ -import numpy as np -from typing import List, Tuple, Dict, Any, Optional -from xyzgraph import build_graph, graph_to_ascii, DATA -import networkx as nx import logging +from typing import Any, Dict, List, Optional, Tuple + +import networkx as nx +from xyzgraph import build_graph, graph_to_ascii from . import config from .utils import calculate_distance @@ -21,20 +21,22 @@ # === GEOMETRY HELPERS === # ===================================================================================== + def _atoms_to_xyz_format(frame: Dict[str, Any]) -> List[Tuple[str, Tuple[float, float, float]]]: - """Convert frame dict to xyzgraph format: [(symbol, (x, y, z)), ...]""" - symbols = frame['symbols'] - positions = frame['positions'] + """Convert frame dict to xyzgraph format: [(symbol, (x, y, z)), ...].""" + symbols = frame["symbols"] + positions = frame["positions"] return [(symbols[i], tuple(positions[i])) for i in range(len(symbols))] -def _get_distance_changes(frame_ts: Dict[str, Any], frames_displaced: List[Dict[str, Any]], - bond: Tuple[int, int]) -> Dict[str, float]: +def _get_distance_changes( + frame_ts: Dict[str, Any], frames_displaced: List[Dict[str, Any]], bond: Tuple[int, int] +) -> Dict[str, float]: """Return direct distances for TS, displaced-1, displaced-2.""" i, j = bond - d_ts = calculate_distance(frame_ts['positions'], i, j) - d_f1 = calculate_distance(frames_displaced[0]['positions'], i, j) - d_f2 = calculate_distance(frames_displaced[1]['positions'], i, j) + d_ts = calculate_distance(frame_ts["positions"], i, j) + d_f1 = calculate_distance(frames_displaced[0]["positions"], i, j) + d_f2 = calculate_distance(frames_displaced[1]["positions"], i, j) return {"ts": d_ts, "f1": d_f1, "f2": d_f2} @@ -42,6 +44,7 @@ def _get_distance_changes(frame_ts: Dict[str, Any], frames_displaced: List[Dict[ # === CORE GRAPH BUILDERS === # ===================================================================================== + def build_ts_graph( frame_ts: Dict[str, Any], vib_bonds: List[Tuple[int, int]], @@ -50,14 +53,14 @@ def build_ts_graph( distance_tolerance: float = config.DISTANCE_TOLERANCE, method: str = "cheminf", charge: int = 0, - multiplicity: Optional[int] = None + multiplicity: Optional[int] = None, ) -> nx.Graph: """ Build transition-state reference graph using xyzgraph. - + Bond formation/breaking decided from direct distance changes between TS and displaced frames. - + Args: frame_ts: Transition state frame vib_bonds: List of bond tuples with significant changes @@ -67,8 +70,9 @@ def build_ts_graph( method: Graph building method ('cheminf' or 'xtb') charge: Molecular charge multiplicity: Spin multiplicity (auto-detected if None) - - Returns: + + Returns + ------- NetworkX graph of transition state with bond annotations """ atoms_xyz = _atoms_to_xyz_format(frame_ts) @@ -108,9 +112,7 @@ def build_ts_graph( else: g_ts.add_edge(i, j, vib_delta=delta, vib_initial=init_len, vib_identified=True, TS=True) - logger.debug( - f"TS graph built: +{len(bonds_to_add)} formed, -{len(bonds_to_remove)} broken bonds." - ) + logger.debug(f"TS graph built: +{len(bonds_to_add)} formed, -{len(bonds_to_remove)} broken bonds.") return g_ts @@ -121,21 +123,21 @@ def build_displaced_graphs( use_actual_geometries: bool = False, method: str = "cheminf", charge: int = 0, - multiplicity: Optional[int] = None + multiplicity: Optional[int] = None, ) -> Tuple[nx.Graph, nx.Graph]: """ Build both displaced graphs either from TS geometry with guided bonding or from actual geometries. - + When use_actual_geometries=False (default, TS-centric approach): - Bonding decisions based on distance comparison between displaced frames - If vib bond shorter in frame 1: add to g1's bond list, add to g2's unbond list - If vib bond shorter in frame 2: add to g2's bond list, add to g1's unbond list - + When use_actual_geometries=True (independent approach): - Each graph built from its own actual displaced geometry - No guided bonding - xyzgraph determines connectivity from coordinates alone - More rigorous for IRC/QRC trajectories - + Args: frame_ts: Transition state frame vib_bonds: List of bond tuples with significant changes @@ -144,55 +146,46 @@ def build_displaced_graphs( method: Graph building method ('cheminf' or 'xtb') charge: Molecular charge multiplicity: Spin multiplicity - - Returns: + + Returns + ------- (g1, g2): Tuple of graphs for frames_displaced[0] and frames_displaced[1] """ if use_actual_geometries: # Independent approach: build from actual displaced geometries logger.debug("Building graphs from actual displaced geometries (independent mode)") - + atoms_xyz_f1 = _atoms_to_xyz_format(frames_displaced[0]) atoms_xyz_f2 = _atoms_to_xyz_format(frames_displaced[1]) - - g1 = build_graph( - atoms_xyz_f1, - method=method, - charge=charge, - multiplicity=multiplicity - ) - - g2 = build_graph( - atoms_xyz_f2, - method=method, - charge=charge, - multiplicity=multiplicity - ) - + + g1 = build_graph(atoms_xyz_f1, method=method, charge=charge, multiplicity=multiplicity) + + g2 = build_graph(atoms_xyz_f2, method=method, charge=charge, multiplicity=multiplicity) + logger.debug("Independent graphs built from actual geometries") - + else: # TS-centric approach: build from TS geometry with guided bonding logger.debug("Building graphs from TS geometry with guided bonding (TS-centric mode)") - + atoms_xyz = _atoms_to_xyz_format(frame_ts) - + bonds_g1 = [] unbonds_g1 = [] bonds_g2 = [] unbonds_g2 = [] - - for (i, j) in vib_bonds: - d1 = calculate_distance(frames_displaced[0]['positions'], i, j) - d2 = calculate_distance(frames_displaced[1]['positions'], i, j) - + + for i, j in vib_bonds: + d1 = calculate_distance(frames_displaced[0]["positions"], i, j) + d2 = calculate_distance(frames_displaced[1]["positions"], i, j) + if d1 < d2: # Shorter in frame 1 → forming in g1, breaking in g2 bonds_g1.append((i, j)) unbonds_g2.append((i, j)) elif d2 < d1: # Shorter in frame 2 → breaking in g1, forming in g2 unbonds_g1.append((i, j)) bonds_g2.append((i, j)) - + # Build both graphs from TS geometry with guided bonding g1 = build_graph( atoms_xyz, @@ -200,20 +193,23 @@ def build_displaced_graphs( charge=charge, multiplicity=multiplicity, bond=sorted(set(bonds_g1)), - unbond=sorted(set(unbonds_g1)) + unbond=sorted(set(unbonds_g1)), ) - + g2 = build_graph( atoms_xyz, method=method, charge=charge, multiplicity=multiplicity, bond=sorted(set(bonds_g2)), - unbond=sorted(set(unbonds_g2)) + unbond=sorted(set(unbonds_g2)), + ) + + logger.debug( + f"TS-centric graphs built: g1 +{len(bonds_g1)}/-{len(unbonds_g1)}, " + f"g2 +{len(bonds_g2)}/-{len(unbonds_g2)} bonds." ) - - logger.debug(f"TS-centric graphs built: g1 +{len(bonds_g1)}/-{len(unbonds_g1)}, g2 +{len(bonds_g2)}/-{len(unbonds_g2)} bonds.") - + return g1, g2 @@ -221,15 +217,17 @@ def build_displaced_graphs( # === GRAPH COMPARISON AND CHARGE REDISTRIBUTION === # ===================================================================================== + def compare_graphs(g1: nx.Graph, g2: nx.Graph) -> Dict[str, Any]: """ Compare two xyzgraph graphs for bond and charge differences. - + Args: g1: First molecular graph g2: Second molecular graph - - Returns: + + Returns + ------- Dictionary containing: - bonds_formed: Bonds present in g2 but not g1 - bonds_broken: Bonds present in g1 but not g2 @@ -245,9 +243,9 @@ def compare_graphs(g1: nx.Graph, g2: nx.Graph) -> Dict[str, Any]: # Bond order changes for common bonds bond_order_changes = {} - for (i, j) in bonds_common: - order1 = g1[i][j].get('bond_order', 1) - order2 = g2[i][j].get('bond_order', 1) + for i, j in bonds_common: + order1 = g1[i][j].get("bond_order", 1) + order2 = g2[i][j].get("bond_order", 1) if abs(order1 - order2) > 0.1: bond_order_changes[(i, j)] = (order1, order2) @@ -273,23 +271,24 @@ def compare_graphs(g1: nx.Graph, g2: nx.Graph) -> Dict[str, Any]: # === HIGH-LEVEL ANALYSIS PIPELINE === # ===================================================================================== + def analyze_displacement_graphs( - frames: List[Dict[str, Any]], - internal_changes: Dict[str, Any], - atoms_of_interest: Optional[List[int]] = None, - method: str = "cheminf", - charge: int = 0, - multiplicity: Optional[int] = None, - distance_tolerance: float = 0.2, - independent_graphs: bool = False, - ascii_neighbor_shells: int = 1, - ascii_scale: float = 3.0, - ascii_include_h: bool = True, - debug: bool = False - ) -> Dict[str, Any]: + frames: List[Dict[str, Any]], + internal_changes: Dict[str, Any], + atoms_of_interest: Optional[List[int]] = None, + method: str = "cheminf", + charge: int = 0, + multiplicity: Optional[int] = None, + distance_tolerance: float = 0.2, + independent_graphs: bool = False, + ascii_neighbor_shells: int = 1, + ascii_scale: float = 3.0, + ascii_include_h: bool = True, + debug: bool = False, +) -> Dict[str, Any]: """ Full lightweight analysis: build TS + displaced graphs, classify bond and charge changes. - + Args: frames: List of frame dictionaries internal_changes: Dictionary with bond changes and frame indices @@ -306,8 +305,9 @@ def analyze_displacement_graphs( ascii_scale: Scale factor for ASCII rendering ascii_include_h: Include hydrogens in ASCII rendering debug: Enable debug logging - - Returns: + + Returns + ------- Dictionary with graph analysis results """ ts_idx = internal_changes.get("ts_frame", 0) @@ -318,14 +318,27 @@ def analyze_displacement_graphs( frame_ts = frames[ts_idx] frames_disp = [frames[f1_idx], frames[f2_idx]] - g_ts = build_ts_graph(frame_ts, vib_bonds, vib_bond_info, - frames_disp, distance_tolerance, - method=method, charge=charge, multiplicity=multiplicity) + g_ts = build_ts_graph( + frame_ts, + vib_bonds, + vib_bond_info, + frames_disp, + distance_tolerance, + method=method, + charge=charge, + multiplicity=multiplicity, + ) # Build displaced graphs (either from TS with guided bonding or actual geometries) - g1, g2 = build_displaced_graphs(frame_ts, vib_bonds, frames_disp, - use_actual_geometries=independent_graphs, - method=method, charge=charge, multiplicity=multiplicity) + g1, g2 = build_displaced_graphs( + frame_ts, + vib_bonds, + frames_disp, + use_actual_geometries=independent_graphs, + method=method, + charge=charge, + multiplicity=multiplicity, + ) comparison = compare_graphs(g1, g2) @@ -335,7 +348,7 @@ def analyze_displacement_graphs( if atoms_of_interest: reactive_atoms = set(atoms_of_interest) is_rotation_or_inversion = True - + # Mark edges between atoms_of_interest with "TS" property for highlighting for i in atoms_of_interest: for j in atoms_of_interest: @@ -343,7 +356,7 @@ def analyze_displacement_graphs( g_ts[i][j]["TS"] = True else: reactive_atoms = set() - for (i, j) in vib_bonds: + for i, j in vib_bonds: reactive_atoms.update([i, j]) # Expand by N shells (use union of neighbors from all graphs to stay consistent) @@ -357,7 +370,7 @@ def analyze_displacement_graphs( if n in g2: all_neighbors.update(g2.neighbors(n)) reactive_atoms.update(all_neighbors) - + # Extract consistent subgraphs sub_ts = g_ts.subgraph(sorted(reactive_atoms & set(g_ts.nodes))).copy() sub_1 = g1.subgraph(sorted(reactive_atoms & set(g1.nodes))).copy() @@ -365,22 +378,24 @@ def analyze_displacement_graphs( # Identify reactive H atoms from vib_bonds for selective display reactive_h_indices = [] - for (i, j) in vib_bonds: - if g_ts.nodes[i].get('symbol') == 'H': + for i, j in vib_bonds: + if g_ts.nodes[i].get("symbol") == "H": reactive_h_indices.append(i) - if g_ts.nodes[j].get('symbol') == 'H': + if g_ts.nodes[j].get("symbol") == "H": reactive_h_indices.append(j) - + # Use subgraphs for ASCII visualization # For rotations/inversions, only show TS (bonding doesn't change) ascii_data = generate_ascii_summary( - sub_ts, sub_1, sub_2, - scale=ascii_scale, + sub_ts, + sub_1, + sub_2, + scale=ascii_scale, include_h=ascii_include_h, reactive_h_indices=reactive_h_indices, - only_ts=is_rotation_or_inversion + only_ts=is_rotation_or_inversion, ) - + results = { "ts_graph": g_ts, "frame1_graph": g1, @@ -389,10 +404,9 @@ def analyze_displacement_graphs( "frame1_subgraph": sub_1, "frame2_subgraph": sub_2, "comparison": comparison, - **ascii_data + **ascii_data, } - if debug: logger.debug(f"Bonds formed: {comparison['bonds_formed']}") logger.debug(f"Bonds broken: {comparison['bonds_broken']}") @@ -405,13 +419,19 @@ def analyze_displacement_graphs( # === OPTIONAL ASCII VISUALIZATION === # ===================================================================================== -def generate_ascii_summary(graph_ts: nx.Graph, graph_1: nx.Graph, graph_2: nx.Graph, - scale: float = 3.0, include_h: bool = True, - reactive_h_indices: Optional[List[int]] = None, - only_ts: bool = False) -> Dict[str, str]: + +def generate_ascii_summary( + graph_ts: nx.Graph, + graph_1: nx.Graph, + graph_2: nx.Graph, + scale: float = 3.0, + include_h: bool = True, + reactive_h_indices: Optional[List[int]] = None, + only_ts: bool = False, +) -> Dict[str, Any]: """ Generate ASCII visualization for quick debugging. - + Args: graph_ts: Transition state graph graph_1: First displaced frame graph @@ -420,24 +440,26 @@ def generate_ascii_summary(graph_ts: nx.Graph, graph_1: nx.Graph, graph_2: nx.Gr include_h: Include all hydrogens if True reactive_h_indices: List of H atom indices to always show (even if include_h=False) only_ts: If True, only generate TS ASCII (for rotations/inversions where bonding doesn't change) - - Returns: + + Returns + ------- Dictionary with ASCII representations """ try: # Pass reactive H indices to always show them, even when include_h=False - ascii_ts = graph_to_ascii(graph_ts, scale=scale, include_h=include_h, - show_h_indices=reactive_h_indices) - + ascii_ts = graph_to_ascii(graph_ts, scale=scale, include_h=include_h, show_h_indices=reactive_h_indices) + if only_ts: # For rotations/inversions, skip Frame 1/2 (bonding is same) return {"ascii_ts": ascii_ts} else: # For bond changes, show all three - ascii_1 = graph_to_ascii(graph_1, scale=scale, include_h=include_h, - show_h_indices=reactive_h_indices, reference=graph_ts) - ascii_2 = graph_to_ascii(graph_2, scale=scale, include_h=include_h, - show_h_indices=reactive_h_indices, reference=graph_ts) + ascii_1 = graph_to_ascii( + graph_1, scale=scale, include_h=include_h, show_h_indices=reactive_h_indices, reference=graph_ts + ) + ascii_2 = graph_to_ascii( + graph_2, scale=scale, include_h=include_h, show_h_indices=reactive_h_indices, reference=graph_ts + ) return {"ascii_ts": ascii_ts, "ascii_ref": ascii_1, "ascii_disp": ascii_2} except Exception as e: logger.warning(f"ASCII generation failed: {e}") diff --git a/src/graphrc/output.py b/src/graphrc/output.py index 8b72b59..1d4e305 100644 --- a/src/graphrc/output.py +++ b/src/graphrc/output.py @@ -6,9 +6,9 @@ frequency information. """ -import os -from typing import Dict, Any, Optional, List import logging +import os +from typing import Any, Dict, List, Optional logger = logging.getLogger("graphrc") @@ -17,6 +17,7 @@ # === METADATA HEADER OUTPUT === # ===================================================================================== + def print_metadata_header(metadata: Dict[str, Any], trajectory: Dict[str, Any]) -> None: """Print metadata information header with proper text wrapping.""" import textwrap @@ -25,24 +26,24 @@ def print_metadata_header(metadata: Dict[str, Any], trajectory: Dict[str, Any]) print("Dependency: " + f"xyzgraph v{metadata['xyzgraph_version']}") # Wrap citation at 80 characters with proper indent - citation = metadata['citation'] - xyzg_citation = metadata.get('xyzgraph_citation') - wrapped = textwrap.fill(citation, width=80, initial_indent="Citations: 1) ", - subsequent_indent=" ") + citation = metadata["citation"] + xyzg_citation = metadata.get("xyzgraph_citation") + wrapped = textwrap.fill(citation, width=80, initial_indent="Citations: 1) ", subsequent_indent=" ") print(wrapped) if xyzg_citation: - wrapped = textwrap.fill(xyzg_citation, width=80, initial_indent=" 2) ", - subsequent_indent=" ") + wrapped = textwrap.fill( + xyzg_citation, width=80, initial_indent=" 2) ", subsequent_indent=" " + ) print(wrapped) - print("Input: " + os.path.basename(metadata['input_file'])) - + print("Input: " + os.path.basename(metadata["input_file"])) + # Print non-default parameters if any - if metadata['parameters']: - params_str = ", ".join(f"{k}={v}" for k, v in metadata['parameters'].items()) - wrapped_params = textwrap.fill(params_str, width=64, - initial_indent="Parameters: ", - subsequent_indent=" ") + if metadata["parameters"]: + params_str = ", ".join(f"{k}={v}" for k, v in metadata["parameters"].items()) + wrapped_params = textwrap.fill( + params_str, width=64, initial_indent="Parameters: ", subsequent_indent=" " + ) print(wrapped_params) print() @@ -51,129 +52,123 @@ def print_metadata_header(metadata: Dict[str, Any], trajectory: Dict[str, Any]) # === MASTER OUTPUT FUNCTION === # ===================================================================================== -def print_analysis_results( - results: Dict[str, Any], - show_all: bool = False, - mode: int = 0 -) -> None: + +def print_analysis_results(results: Dict[str, Any], show_all: bool = False, mode: int = 0) -> None: """ Print complete analysis results with proper formatting. - + Centralized output function used by both CLI and API. Provides consistent formatting for all analysis results. Note: GRAPHRC header is printed by run_vib_analysis() before this function. - + Args: results: Results dictionary from run_vib_analysis() show_all: If True, include minor angle and dihedral changes mode: Vibrational mode number (for frequency display) """ - # Frequency info - frequencies = results['trajectory'].get('frequencies') + frequencies = results["trajectory"].get("frequencies") print_frequency_info(frequencies, mode) - + # Graph analysis (if present) - if results.get('graph'): - print_graph_analysis(results['graph']) - - if results.get('characterization'): - print_mode_characterization(results['characterization'], results) - + if results.get("graph"): + print_graph_analysis(results["graph"]) + + if results.get("characterization"): + print_mode_characterization(results["characterization"], results) + # Vibrational trajectory header print("\n" + "=" * 80) print(" " * 20 + "VIBRATIONAL TRAJECTORY ANALYSIS") print("=" * 80) - + # Vibrational results print_vibrational_results(results, show_all=show_all) - + # Displacement file info (if present) - if results.get('displacement_files'): - f_path, r_path = results['displacement_files'] - print(f"\n✓ Saved displacement structures: " - f"{os.path.basename(f_path)}, {os.path.basename(r_path)}") - - print( "=" * 80) + if results.get("displacement_files"): + f_path, r_path = results["displacement_files"] + print(f"\n✓ Saved displacement structures: {os.path.basename(f_path)}, {os.path.basename(r_path)}") + + print("=" * 80) # ===================================================================================== # === MODE CHARACTERIZATION OUTPUT === # ===================================================================================== -def print_mode_characterization( - characterization: Dict[str, Any], - vib_results: Dict[str, Any] -) -> None: + +def print_mode_characterization(characterization: Dict[str, Any], vib_results: Dict[str, Any]) -> None: """ Print mode characterization summary. - + Args: characterization: Results from characterize_vibrational_mode vib_results: Vibrational analysis results (for atom symbols) """ - atom_map = vib_results.get('atom_index_map', {}) - + atom_map = vib_results.get("atom_index_map", {}) + print("\n" + "=" * 80) print(" " * 25 + "MODE CHARACTERIZATION") print("=" * 80) - + # Main classification - mode_type = characterization['mode_type'] - description = characterization['description'] - + mode_type = characterization["mode_type"] + description = characterization["description"] + print(f"\nMode Type: {mode_type.upper()}") print(f"Description: {description}") - + # Rotations - rotations = characterization.get('rotations', {}) + rotations = characterization.get("rotations", {}) if rotations: print(f"\n{len(rotations)} dihedral rotation(s) detected:") for dihedral, info in rotations.items(): - rot_desc = info['description'] - max_change = info['max_change'] - + rot_desc = info["description"] + max_change = info["max_change"] + # Format dihedral if atom_map: dih_str = "-".join(atom_map[i] for i in dihedral) else: dih_str = f"{dihedral}" - + print(f" {dih_str}: {rot_desc} ({max_change:.1f}°)") - + # Inversion - inversion = characterization.get('inversion') + inversion = characterization.get("inversion") if inversion: - - center_atom = inversion['center_atom'] - center_sym = inversion['center_symbol'] - hub_fraction = inversion['hub_fraction'] - moving_group = inversion['moving_group'] - moving_atom = inversion['moving_atom'] - max_disp = inversion['max_displacement'] - num_dihedrals = inversion['num_dihedrals'] - + center_atom = inversion["center_atom"] + center_sym = inversion["center_symbol"] + hub_fraction = inversion["hub_fraction"] + moving_group = inversion["moving_group"] + inversion["moving_atom"] + max_disp = inversion["max_displacement"] + inversion["num_dihedrals"] + print(f"\nInversion at atom {center_atom} ({center_sym})") print(f" {hub_fraction:.0%} of dihedrals involve this atom") print(f" Moving group: {moving_group}") print(f" Max displacement: {max_disp:.3f} Å") + # ===================================================================================== # === VIBRATIONAL ANALYSIS OUTPUT === # ===================================================================================== + def print_vibrational_results(results: Dict[str, Any], show_all: bool = False) -> None: """ Print formatted vibrational analysis results. - + Args: results: Results dictionary from run_vib_analysis containing 'vibrational' key show_all: If True, include minor angle and dihedral changes """ - vib = results['vibrational'] - atom_map = vib.get('atom_index_map', {}) - - def heading(title: str, width: int = 80, fill: str = '=') -> None: + vib = results["vibrational"] + atom_map = vib.get("atom_index_map", {}) + + def heading(title: str, width: int = 80, fill: str = "=") -> None: """Print centered heading with padding.""" inner = f" {title} " if len(inner) >= width: @@ -183,16 +178,11 @@ def heading(title: str, width: int = 80, fill: str = '=') -> None: left = pad // 2 right = pad - left print("\n" + fill * left + inner + fill * right) - - def print_coordinate_section( - title: str, - data_dict: Dict, - coord_type: str, - unit: str - ) -> None: + + def print_coordinate_section(title: str, data_dict: Dict, coord_type: str, unit: str) -> None: """ Print a section of coordinate changes. - + Args: title: Section title data_dict: Dictionary of coordinate changes @@ -201,24 +191,21 @@ def print_coordinate_section( """ if not data_dict: return - + # Build entries entries = [] - for indices, (change, initial_value) in sorted( - data_dict.items(), - key=lambda x: -x[1][0] - ): + for indices, (change, initial_value) in sorted(data_dict.items(), key=lambda x: -x[1][0]): idx_str = f"{coord_type} {indices}" if atom_map: sym_str = "[" + "-".join(atom_map[i] for i in indices) + "]" else: sym_str = "" entries.append((idx_str, sym_str, change, initial_value)) - + # Compute column widths idx_width = max(len(e[0]) for e in entries) sym_width = max((len(e[1]) for e in entries), default=0) - + # Print header and entries heading(title) for idx_str, sym_str, change, initial_value in entries: @@ -226,76 +213,42 @@ def print_coordinate_section( f"{idx_str:<{idx_width}} {sym_str:<{sym_width}} " f"Δ = {change:7.3f} {unit}, Initial = {initial_value:7.3f} {unit}" ) - + # Print main sections - print_coordinate_section( - "Significant Bond Changes", - vib['bond_changes'], - "Bond", - "Å" - ) - print_coordinate_section( - "Significant Angle Changes", - vib['angle_changes'], - "Angle", - "°" - ) - print_coordinate_section( - "Significant Dihedral Changes", - vib['dihedral_changes'], - "Dihedral", - "°" - ) - - if vib['dihedral_changes'] and (vib['bond_changes'] or vib['angle_changes']): - print( - "\nNote: Dihedrals may be artifacts of motion in the TS, " - "not directly dependent on bond/angle changes." - ) - + print_coordinate_section("Significant Bond Changes", vib["bond_changes"], "Bond", "Å") + print_coordinate_section("Significant Angle Changes", vib["angle_changes"], "Angle", "°") + print_coordinate_section("Significant Dihedral Changes", vib["dihedral_changes"], "Dihedral", "°") + + if vib["dihedral_changes"] and (vib["bond_changes"] or vib["angle_changes"]): + print("\nNote: Dihedrals may be artifacts of motion in the TS, not directly dependent on bond/angle changes.") + # Print minor changes if requested if show_all: - print_coordinate_section( - "Minor Angle Changes", - vib['minor_angle_changes'], - "Angle", - "°" - ) - if vib['minor_angle_changes']: - print( - "\nNote: These angles depend on other changes and may not be " - "significant alone." - ) - - print_coordinate_section( - "Minor Dihedral Changes", - vib['minor_dihedral_changes'], - "Dihedral", - "°" - ) - if vib['minor_dihedral_changes']: - print( - "\nNote: These dihedrals depend on other changes and may not be " - "significant alone." - ) + print_coordinate_section("Minor Angle Changes", vib["minor_angle_changes"], "Angle", "°") + if vib["minor_angle_changes"]: + print("\nNote: These angles depend on other changes and may not be significant alone.") + + print_coordinate_section("Minor Dihedral Changes", vib["minor_dihedral_changes"], "Dihedral", "°") + if vib["minor_dihedral_changes"]: + print("\nNote: These dihedrals depend on other changes and may not be significant alone.") def print_frequency_info(frequencies: Optional[List[float]], mode: int) -> None: """ Print information about vibrational frequencies. - + Args: frequencies: List of frequencies from QM calculation (None for XYZ input) mode: Mode index that was analyzed """ if frequencies is None: return - + if mode < len(frequencies): freq = frequencies[mode] note = " (imaginary)" if freq < 0 else "" print(f"\nAnalyzed Mode {mode}: {freq:.2f} cm⁻¹{note}") - + # Show first 5 non-zero modes non_zero = [f for f in frequencies if abs(f) > 1e-5][:5] if non_zero: @@ -309,14 +262,16 @@ def print_frequency_info(frequencies: Optional[List[float]], mode: int) -> None: # === GRAPH ANALYSIS OUTPUT === # ===================================================================================== + def interpret_bond_order(order: float) -> str: """ Convert numeric bond order to readable string. - + Args: order: Numeric bond order value - - Returns: + + Returns + ------- Human-readable bond order description """ if abs(order - 1.0) < 0.1: @@ -332,20 +287,18 @@ def interpret_bond_order(order: float) -> str: def print_graph_analysis( - results: Dict[str, Any], - atom_index_map: Optional[Dict[int, str]] = None, - debug: bool = False + results: Dict[str, Any], atom_index_map: Optional[Dict[int, str]] = None, debug: bool = False ) -> None: """ Print formatted graph comparison summary with optional ASCII output. - + Args: results: Results dictionary from analyze_displacement_graphs atom_index_map: Optional mapping of atom indices to symbols debug: If True, include ASCII visualization """ comp = results["comparison"] - g_ts = results["ts_graph"] + results["ts_graph"] g1 = results["frame1_graph"] g2 = results["frame2_graph"] @@ -361,27 +314,21 @@ def print_graph_analysis( if formed: print(f"\nBonds Formed ({len(formed)}):") - for (i, j) in formed: + for i, j in formed: s1 = g2.nodes[i].get("symbol", "?") s2 = g2.nodes[j].get("symbol", "?") - order2 = g2[i][j].get('bond_order', 1) + order2 = g2[i][j].get("bond_order", 1) order_str = interpret_bond_order(order2) - print( - f" Bond ({i}, {j}) [{s1}-{s2}]: " - f"formed as {order_str} (order={order2:.1f})" - ) + print(f" Bond ({i}, {j}) [{s1}-{s2}]: formed as {order_str} (order={order2:.1f})") if broken: print(f"\nBonds Broken ({len(broken)}):") - for (i, j) in broken: + for i, j in broken: s1 = g1.nodes[i].get("symbol", "?") s2 = g1.nodes[j].get("symbol", "?") - order1 = g1[i][j].get('bond_order', 1) + order1 = g1[i][j].get("bond_order", 1) order_str = interpret_bond_order(order1) - print( - f" Bond ({i}, {j}) [{s1}-{s2}]: " - f"broken from {order_str} (order={order1:.1f})" - ) + print(f" Bond ({i}, {j}) [{s1}-{s2}]: broken from {order_str} (order={order1:.1f})") print("\nInterpret with care, bond orders and charges are empirical and LOW confidence.") @@ -392,10 +339,7 @@ def print_graph_analysis( s2 = g1.nodes[j].get("symbol", "?") order1_str = interpret_bond_order(order1) order2_str = interpret_bond_order(order2) - print( - f" Bond ({i}, {j}) [{s1}-{s2}]: " - f"{order1_str}→{order2_str} (order {order1:.1f}→{order2:.1f})" - ) + print(f" Bond ({i}, {j}) [{s1}-{s2}]: {order1_str}→{order2_str} (order {order1:.1f}→{order2:.1f})") if charge_shift: print(f"\nFormal Charge Redistribution ({len(charge_shift)} atoms):") @@ -412,7 +356,7 @@ def print_graph_analysis( print("=" * 80) print("\nTransition State (TS):\n") print(results["ascii_ts"]) - + # Only print Frame 1/2 if they exist (not for rotations/inversions) if "ascii_ref" in results: print("\nFrame 1:\n") @@ -421,7 +365,4 @@ def print_graph_analysis( print("\nFrame 2:\n") print(results["ascii_disp"]) elif debug: - logger.debug( - "No ASCII data available. Run with -d or ensure " - "generate_ascii_summary() is called." - ) + logger.debug("No ASCII data available. Run with -d or ensure generate_ascii_summary() is called.") diff --git a/src/graphrc/utils.py b/src/graphrc/utils.py index aeb6bde..85f0e37 100644 --- a/src/graphrc/utils.py +++ b/src/graphrc/utils.py @@ -5,25 +5,27 @@ geometry calculations, and centralized logging configuration. """ -import os -import sys import logging +import os +from typing import Any, Dict, List, Optional, Tuple + import numpy as np -from typing import List, Optional, Tuple, Dict, Any logger = logging.getLogger("graphrc") # Geometry calculation functions + def calculate_distance(positions: np.ndarray, i: int, j: int) -> float: """ Calculate distance between atoms i and j. - + Args: positions: Nx3 array of atomic positions i, j: Atom indices - - Returns: + + Returns + ------- Distance in Angstroms """ return round(float(np.linalg.norm(positions[j] - positions[i])), 3) @@ -32,64 +34,65 @@ def calculate_distance(positions: np.ndarray, i: int, j: int) -> float: def calculate_angle(positions: np.ndarray, i: int, j: int, k: int) -> float: """ Calculate angle between atoms i-j-k. - + Args: positions: Nx3 array of atomic positions i, j, k: Atom indices - - Returns: + + Returns + ------- Angle in degrees """ v1 = positions[i] - positions[j] v2 = positions[k] - positions[j] - + cos_angle = np.dot(v1, v2) / (np.linalg.norm(v1) * np.linalg.norm(v2)) cos_angle = np.clip(cos_angle, -1.0, 1.0) angle = np.arccos(cos_angle) * 180.0 / np.pi - + return round(float(angle), 3) -def calculate_dihedral(positions: np.ndarray, i: int, j: int, k: int, l: int) -> float: +def calculate_dihedral(positions: np.ndarray, i: int, j: int, k: int, m: int) -> float: """ - Calculate dihedral angle for atoms i-j-k-l. - + Calculate dihedral angle for atoms i-j-k-m. + Args: positions: Nx3 array of atomic positions - i, j, k, l: Atom indices - - Returns: + i, j, k, m: Atom indices (dihedral convention i-j-k-l, using m for linting) + + Returns + ------- Dihedral angle in degrees """ b1 = positions[j] - positions[i] b2 = positions[k] - positions[j] - b3 = positions[l] - positions[k] - + b3 = positions[m] - positions[k] + n1 = np.cross(b1, b2) n2 = np.cross(b2, b3) - + m1 = np.cross(n1, b2 / np.linalg.norm(b2)) - + x = np.dot(n1, n2) y = np.dot(m1, n2) - + dihedral = np.arctan2(y, x) * 180.0 / np.pi - + return round(float(dihedral), 3) -def write_xyz(filename: str, symbols: List[str], positions: np.ndarray, - comment: str = "") -> None: +def write_xyz(filename: str, symbols: List[str], positions: np.ndarray, comment: str = "") -> None: """ Write single structure to XYZ file. - + Args: filename: Output file path symbols: List of element symbols positions: Nx3 array of atomic positions comment: Comment line for XYZ file """ - with open(filename, 'w') as f: + with open(filename, "w") as f: f.write(f"{len(symbols)}\n") f.write(f"{comment}\n") for sym, pos in zip(symbols, positions): @@ -99,10 +102,10 @@ def write_xyz(filename: str, symbols: List[str], positions: np.ndarray, def setup_logging(debug: bool = False) -> None: """ Configure logging for graphRC package. - + Provides centralized logging setup for both CLI and API usage. In debug mode, prints a simple message before debug logging begins. - + Args: debug: Enable DEBUG level logging (also prints initialization message) """ @@ -112,27 +115,24 @@ def setup_logging(debug: bool = False) -> None: print("Initiating debugging:") else: level = logging.WARNING - + # Configure logging - logging.basicConfig( - level=level, - format='[%(levelname)s] %(message)s', - force=True - ) + logging.basicConfig(level=level, format="[%(levelname)s] %(message)s", force=True) def write_trajectory_file(trajectory_string: str, output_path: str) -> str: """ Write trajectory string to XYZ file. - + Args: trajectory_string: Complete XYZ trajectory as string output_path: Path where file will be written - - Returns: + + Returns + ------- The output path (same as input) """ - with open(output_path, 'w') as f: + with open(output_path, "w") as f: f.write(trajectory_string) logger.info(f"Wrote trajectory to {output_path}") return output_path @@ -143,36 +143,37 @@ def write_displaced_structures( prefix: str, indices: Optional[List[int]] = None, ts_frame: int = 0, - overwrite: bool = True + overwrite: bool = True, ) -> List[str]: """ Write displaced structures (forward/reverse) as XYZ files. - + Args: frames: List of frame dicts with 'symbols' and 'positions' keys prefix: Output filename prefix indices: Optional list of frame indices [forward, reverse] ts_frame: TS frame index (used if indices is None) overwrite: Whether to overwrite existing files - + Behavior: - If indices provided: use first → {prefix}_F.xyz, second → {prefix}_R.xyz - If indices is None: use (ts_frame-1, ts_frame+1) - Negative indices allowed (Python style) - Single index → only _F written - - Returns: + + Returns + ------- List of written file paths """ written = [] if not frames or len(frames) < 2: return written - + n = len(frames) - + def norm(i: int) -> Optional[int]: return i % n if -n <= i < n else None - + if indices is None: a = norm(ts_frame - 1) b = norm(ts_frame + 1) @@ -189,18 +190,18 @@ def norm(i: int) -> Optional[int]: if len(normed) == 2: break indices = normed - + if not indices: return written - + # First index (_F) f_idx = indices[0] f_path = f"{prefix}_F.xyz" if overwrite or not os.path.exists(f_path): frame = frames[f_idx] - write_xyz(f_path, frame['symbols'], frame['positions']) + write_xyz(f_path, frame["symbols"], frame["positions"]) written.append(f_path) - + # Optional second index (_R) if len(indices) > 1: r_idx = indices[1] @@ -208,9 +209,9 @@ def norm(i: int) -> Optional[int]: r_path = f"{prefix}_R.xyz" if overwrite or not os.path.exists(r_path): frame = frames[r_idx] - write_xyz(r_path, frame['symbols'], frame['positions']) + write_xyz(r_path, frame["symbols"], frame["positions"]) written.append(r_path) - + return written @@ -224,9 +225,9 @@ def save_displacement_pair( ) -> Optional[Tuple[str, str]]: """ Save symmetric displaced structures (TS ± scale) as XYZ files. - + Uses Python-style negative index wrapping (e.g., frame -1 is the last frame). - + Args: frames: List of frame dicts with 'symbols' and 'positions' keys ts_frame: Index of TS frame @@ -234,60 +235,45 @@ def save_displacement_pair( scale: Displacement scale (1-4, corresponding to amplitudes ~0.2-0.8) max_level: Maximum allowed scale print_output: Print status messages - - Returns: + + Returns + ------- (forward_path, reverse_path) if successful, else None """ n_frames = len(frames) - + if not (1 <= scale <= max_level): - logger.warning(f"Invalid scale {scale} (must be 1–{max_level})") + logger.warning(f"Invalid scale {scale} (must be 1-{max_level})") if print_output: - print(f"Invalid scale {scale} (must be 1–{max_level}).") + print(f"Invalid scale {scale} (must be 1-{max_level}).") return None - + # Calculate indices with wrapping support minus_idx = ts_frame - scale plus_idx = ts_frame + scale - + # Normalize indices (allow Python-style negative indexing) def normalize_index(idx: int) -> Optional[int]: """Normalize index to valid range, supporting negative indices.""" if -n_frames <= idx < n_frames: return idx % n_frames return None - + norm_minus = normalize_index(minus_idx) norm_plus = normalize_index(plus_idx) - + if norm_minus is None or norm_plus is None: - logger.warning( - f"Scale {scale} out of range for TS {ts_frame} " - f"(total {n_frames} frames)" - ) + logger.warning(f"Scale {scale} out of range for TS {ts_frame} (total {n_frames} frames)") if print_output: - print( - f"Scale {scale} out of range for TS {ts_frame} " - f"(total {n_frames} frames)." - ) + print(f"Scale {scale} out of range for TS {ts_frame} (total {n_frames} frames).") return None - - paths = write_displaced_structures( - frames, - prefix=output_prefix, - indices=[norm_minus, norm_plus] - ) - + + paths = write_displaced_structures(frames, prefix=output_prefix, indices=[norm_minus, norm_plus]) + if len(paths) == 2: - logger.info( - f"Saved displaced pair (±{scale}): " - f"{os.path.basename(paths[0])}, {os.path.basename(paths[1])}" - ) + logger.info(f"Saved displaced pair (±{scale}): {os.path.basename(paths[0])}, {os.path.basename(paths[1])}") if print_output: - print( - f"Saved displaced pair (±{scale}): " - f"{os.path.basename(paths[0])}, {os.path.basename(paths[1])}" - ) + print(f"Saved displaced pair (±{scale}): {os.path.basename(paths[0])}, {os.path.basename(paths[1])}") return (paths[0], paths[1]) - + return None diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..014e1f3 --- /dev/null +++ b/tests/__init__.py @@ -0,0 +1 @@ +"""Tests for graphrc package.""" diff --git a/tests/test_api.py b/tests/test_api.py new file mode 100644 index 0000000..86bfea9 --- /dev/null +++ b/tests/test_api.py @@ -0,0 +1,19 @@ +"""Smoke tests for graphrc API.""" + +from pathlib import Path + +from graphrc import __citation__, __version__ + +DATA_DIR = Path(__file__).parent.parent / "examples" / "data" +TEST_FILE = str(DATA_DIR / "sn2.v000.xyz") + + +def test_version(): + """Version is defined.""" + assert __version__ + + +def test_citation(): + """Citation contains package name.""" + assert "graphRC" in __citation__ + diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..75c58d0 --- /dev/null +++ b/uv.lock @@ -0,0 +1,1930 @@ +version = 1 +revision = 3 +requires-python = ">=3.8" +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", + "python_full_version == '3.9.*'", + "python_full_version < '3.9'", +] + +[[package]] +name = "cclib" +version = "1.8.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "packaging" }, + { name = "periodictable" }, + { name = "scipy", version = "1.10.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "scipy", version = "1.13.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "scipy", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d6/f9/baa541973b7c2dd5b6d2f564284e1fc4307502fb521875150d3a17d8ea84/cclib-1.8.1.tar.gz", hash = "sha256:d10aa2352479fcdaa86cc32055a8ae7f98ce26523ea928944ab2256f0875d605", size = 315050, upload-time = "2024-03-18T16:36:28.794Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/dc/76/96b7ffc917962e6f74bff1ec850838796f58bedceac6f610834898af6462/cclib-1.8.1-py3-none-any.whl", hash = "sha256:ac86cc5f013b7173c5bc62bfae0637ac83ad34de1ed57a1c7c7fb7b3e512c92f", size = 353649, upload-time = "2024-03-18T16:36:26.996Z" }, +] + +[[package]] +name = "cfgv" +version = "3.4.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/11/74/539e56497d9bd1d484fd863dd69cbbfa653cd2aa27abfe35653494d85e94/cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560", size = 7114, upload-time = "2023-08-12T20:38:17.776Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c5/55/51844dd50c4fc7a33b653bfaba4c2456f06955289ca770a5dbd5fd267374/cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9", size = 7249, upload-time = "2023-08-12T20:38:16.269Z" }, +] + +[[package]] +name = "cfgv" +version = "3.5.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/4e/b5/721b8799b04bf9afe054a3899c6cf4e880fcf8563cc71c15610242490a0c/cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132", size = 7334, upload-time = "2025-11-19T20:55:51.612Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0", size = 7445, upload-time = "2025-11-19T20:55:50.744Z" }, +] + +[[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 = "coverage" +version = "7.6.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/f7/08/7e37f82e4d1aead42a7443ff06a1e406aabf7302c4f00a546e4b320b994c/coverage-7.6.1.tar.gz", hash = "sha256:953510dfb7b12ab69d20135a0662397f077c59b1e6379a768e97c59d852ee51d", size = 798791, upload-time = "2024-08-04T19:45:30.9Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/61/eb7ce5ed62bacf21beca4937a90fe32545c91a3c8a42a30c6616d48fc70d/coverage-7.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b06079abebbc0e89e6163b8e8f0e16270124c154dc6e4a47b413dd538859af16", size = 206690, upload-time = "2024-08-04T19:43:07.695Z" }, + { url = "https://files.pythonhosted.org/packages/7d/73/041928e434442bd3afde5584bdc3f932fb4562b1597629f537387cec6f3d/coverage-7.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf4b19715bccd7ee27b6b120e7e9dd56037b9c0681dcc1adc9ba9db3d417fa36", size = 207127, upload-time = "2024-08-04T19:43:10.15Z" }, + { url = "https://files.pythonhosted.org/packages/c7/c8/6ca52b5147828e45ad0242388477fdb90df2c6cbb9a441701a12b3c71bc8/coverage-7.6.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61c0abb4c85b095a784ef23fdd4aede7a2628478e7baba7c5e3deba61070a02", size = 235654, upload-time = "2024-08-04T19:43:12.405Z" }, + { url = "https://files.pythonhosted.org/packages/d5/da/9ac2b62557f4340270942011d6efeab9833648380109e897d48ab7c1035d/coverage-7.6.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd21f6ae3f08b41004dfb433fa895d858f3f5979e7762d052b12aef444e29afc", size = 233598, upload-time = "2024-08-04T19:43:14.078Z" }, + { url = "https://files.pythonhosted.org/packages/53/23/9e2c114d0178abc42b6d8d5281f651a8e6519abfa0ef460a00a91f80879d/coverage-7.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f59d57baca39b32db42b83b2a7ba6f47ad9c394ec2076b084c3f029b7afca23", size = 234732, upload-time = "2024-08-04T19:43:16.632Z" }, + { url = "https://files.pythonhosted.org/packages/0f/7e/a0230756fb133343a52716e8b855045f13342b70e48e8ad41d8a0d60ab98/coverage-7.6.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a1ac0ae2b8bd743b88ed0502544847c3053d7171a3cff9228af618a068ed9c34", size = 233816, upload-time = "2024-08-04T19:43:19.049Z" }, + { url = "https://files.pythonhosted.org/packages/28/7c/3753c8b40d232b1e5eeaed798c875537cf3cb183fb5041017c1fdb7ec14e/coverage-7.6.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e6a08c0be454c3b3beb105c0596ebdc2371fab6bb90c0c0297f4e58fd7e1012c", size = 232325, upload-time = "2024-08-04T19:43:21.246Z" }, + { url = "https://files.pythonhosted.org/packages/57/e3/818a2b2af5b7573b4b82cf3e9f137ab158c90ea750a8f053716a32f20f06/coverage-7.6.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f5796e664fe802da4f57a168c85359a8fbf3eab5e55cd4e4569fbacecc903959", size = 233418, upload-time = "2024-08-04T19:43:22.945Z" }, + { url = "https://files.pythonhosted.org/packages/c8/fb/4532b0b0cefb3f06d201648715e03b0feb822907edab3935112b61b885e2/coverage-7.6.1-cp310-cp310-win32.whl", hash = "sha256:7bb65125fcbef8d989fa1dd0e8a060999497629ca5b0efbca209588a73356232", size = 209343, upload-time = "2024-08-04T19:43:25.121Z" }, + { url = "https://files.pythonhosted.org/packages/5a/25/af337cc7421eca1c187cc9c315f0a755d48e755d2853715bfe8c418a45fa/coverage-7.6.1-cp310-cp310-win_amd64.whl", hash = "sha256:3115a95daa9bdba70aea750db7b96b37259a81a709223c8448fa97727d546fe0", size = 210136, upload-time = "2024-08-04T19:43:26.851Z" }, + { url = "https://files.pythonhosted.org/packages/ad/5f/67af7d60d7e8ce61a4e2ddcd1bd5fb787180c8d0ae0fbd073f903b3dd95d/coverage-7.6.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7dea0889685db8550f839fa202744652e87c60015029ce3f60e006f8c4462c93", size = 206796, upload-time = "2024-08-04T19:43:29.115Z" }, + { url = "https://files.pythonhosted.org/packages/e1/0e/e52332389e057daa2e03be1fbfef25bb4d626b37d12ed42ae6281d0a274c/coverage-7.6.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ed37bd3c3b063412f7620464a9ac1314d33100329f39799255fb8d3027da50d3", size = 207244, upload-time = "2024-08-04T19:43:31.285Z" }, + { url = "https://files.pythonhosted.org/packages/aa/cd/766b45fb6e090f20f8927d9c7cb34237d41c73a939358bc881883fd3a40d/coverage-7.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d85f5e9a5f8b73e2350097c3756ef7e785f55bd71205defa0bfdaf96c31616ff", size = 239279, upload-time = "2024-08-04T19:43:33.581Z" }, + { url = "https://files.pythonhosted.org/packages/70/6c/a9ccd6fe50ddaf13442a1e2dd519ca805cbe0f1fcd377fba6d8339b98ccb/coverage-7.6.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9bc572be474cafb617672c43fe989d6e48d3c83af02ce8de73fff1c6bb3c198d", size = 236859, upload-time = "2024-08-04T19:43:35.301Z" }, + { url = "https://files.pythonhosted.org/packages/14/6f/8351b465febb4dbc1ca9929505202db909c5a635c6fdf33e089bbc3d7d85/coverage-7.6.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0420b573964c760df9e9e86d1a9a622d0d27f417e1a949a8a66dd7bcee7bc6", size = 238549, upload-time = "2024-08-04T19:43:37.578Z" }, + { url = "https://files.pythonhosted.org/packages/68/3c/289b81fa18ad72138e6d78c4c11a82b5378a312c0e467e2f6b495c260907/coverage-7.6.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f4aa8219db826ce6be7099d559f8ec311549bfc4046f7f9fe9b5cea5c581c56", size = 237477, upload-time = "2024-08-04T19:43:39.92Z" }, + { url = "https://files.pythonhosted.org/packages/ed/1c/aa1efa6459d822bd72c4abc0b9418cf268de3f60eeccd65dc4988553bd8d/coverage-7.6.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:fc5a77d0c516700ebad189b587de289a20a78324bc54baee03dd486f0855d234", size = 236134, upload-time = "2024-08-04T19:43:41.453Z" }, + { url = "https://files.pythonhosted.org/packages/fb/c8/521c698f2d2796565fe9c789c2ee1ccdae610b3aa20b9b2ef980cc253640/coverage-7.6.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b48f312cca9621272ae49008c7f613337c53fadca647d6384cc129d2996d1133", size = 236910, upload-time = "2024-08-04T19:43:43.037Z" }, + { url = "https://files.pythonhosted.org/packages/7d/30/033e663399ff17dca90d793ee8a2ea2890e7fdf085da58d82468b4220bf7/coverage-7.6.1-cp311-cp311-win32.whl", hash = "sha256:1125ca0e5fd475cbbba3bb67ae20bd2c23a98fac4e32412883f9bcbaa81c314c", size = 209348, upload-time = "2024-08-04T19:43:44.787Z" }, + { url = "https://files.pythonhosted.org/packages/20/05/0d1ccbb52727ccdadaa3ff37e4d2dc1cd4d47f0c3df9eb58d9ec8508ca88/coverage-7.6.1-cp311-cp311-win_amd64.whl", hash = "sha256:8ae539519c4c040c5ffd0632784e21b2f03fc1340752af711f33e5be83a9d6c6", size = 210230, upload-time = "2024-08-04T19:43:46.707Z" }, + { url = "https://files.pythonhosted.org/packages/7e/d4/300fc921dff243cd518c7db3a4c614b7e4b2431b0d1145c1e274fd99bd70/coverage-7.6.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:95cae0efeb032af8458fc27d191f85d1717b1d4e49f7cb226cf526ff28179778", size = 206983, upload-time = "2024-08-04T19:43:49.082Z" }, + { url = "https://files.pythonhosted.org/packages/e1/ab/6bf00de5327ecb8db205f9ae596885417a31535eeda6e7b99463108782e1/coverage-7.6.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5621a9175cf9d0b0c84c2ef2b12e9f5f5071357c4d2ea6ca1cf01814f45d2391", size = 207221, upload-time = "2024-08-04T19:43:52.15Z" }, + { url = "https://files.pythonhosted.org/packages/92/8f/2ead05e735022d1a7f3a0a683ac7f737de14850395a826192f0288703472/coverage-7.6.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:260933720fdcd75340e7dbe9060655aff3af1f0c5d20f46b57f262ab6c86a5e8", size = 240342, upload-time = "2024-08-04T19:43:53.746Z" }, + { url = "https://files.pythonhosted.org/packages/0f/ef/94043e478201ffa85b8ae2d2c79b4081e5a1b73438aafafccf3e9bafb6b5/coverage-7.6.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07e2ca0ad381b91350c0ed49d52699b625aab2b44b65e1b4e02fa9df0e92ad2d", size = 237371, upload-time = "2024-08-04T19:43:55.993Z" }, + { url = "https://files.pythonhosted.org/packages/1f/0f/c890339dd605f3ebc269543247bdd43b703cce6825b5ed42ff5f2d6122c7/coverage-7.6.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c44fee9975f04b33331cb8eb272827111efc8930cfd582e0320613263ca849ca", size = 239455, upload-time = "2024-08-04T19:43:57.618Z" }, + { url = "https://files.pythonhosted.org/packages/d1/04/7fd7b39ec7372a04efb0f70c70e35857a99b6a9188b5205efb4c77d6a57a/coverage-7.6.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:877abb17e6339d96bf08e7a622d05095e72b71f8afd8a9fefc82cf30ed944163", size = 238924, upload-time = "2024-08-04T19:44:00.012Z" }, + { url = "https://files.pythonhosted.org/packages/ed/bf/73ce346a9d32a09cf369f14d2a06651329c984e106f5992c89579d25b27e/coverage-7.6.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3e0cadcf6733c09154b461f1ca72d5416635e5e4ec4e536192180d34ec160f8a", size = 237252, upload-time = "2024-08-04T19:44:01.713Z" }, + { url = "https://files.pythonhosted.org/packages/86/74/1dc7a20969725e917b1e07fe71a955eb34bc606b938316bcc799f228374b/coverage-7.6.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c3c02d12f837d9683e5ab2f3d9844dc57655b92c74e286c262e0fc54213c216d", size = 238897, upload-time = "2024-08-04T19:44:03.898Z" }, + { url = "https://files.pythonhosted.org/packages/b6/e9/d9cc3deceb361c491b81005c668578b0dfa51eed02cd081620e9a62f24ec/coverage-7.6.1-cp312-cp312-win32.whl", hash = "sha256:e05882b70b87a18d937ca6768ff33cc3f72847cbc4de4491c8e73880766718e5", size = 209606, upload-time = "2024-08-04T19:44:05.532Z" }, + { url = "https://files.pythonhosted.org/packages/47/c8/5a2e41922ea6740f77d555c4d47544acd7dc3f251fe14199c09c0f5958d3/coverage-7.6.1-cp312-cp312-win_amd64.whl", hash = "sha256:b5d7b556859dd85f3a541db6a4e0167b86e7273e1cdc973e5b175166bb634fdb", size = 210373, upload-time = "2024-08-04T19:44:07.079Z" }, + { url = "https://files.pythonhosted.org/packages/8c/f9/9aa4dfb751cb01c949c990d136a0f92027fbcc5781c6e921df1cb1563f20/coverage-7.6.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a4acd025ecc06185ba2b801f2de85546e0b8ac787cf9d3b06e7e2a69f925b106", size = 207007, upload-time = "2024-08-04T19:44:09.453Z" }, + { url = "https://files.pythonhosted.org/packages/b9/67/e1413d5a8591622a46dd04ff80873b04c849268831ed5c304c16433e7e30/coverage-7.6.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a6d3adcf24b624a7b778533480e32434a39ad8fa30c315208f6d3e5542aeb6e9", size = 207269, upload-time = "2024-08-04T19:44:11.045Z" }, + { url = "https://files.pythonhosted.org/packages/14/5b/9dec847b305e44a5634d0fb8498d135ab1d88330482b74065fcec0622224/coverage-7.6.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0c212c49b6c10e6951362f7c6df3329f04c2b1c28499563d4035d964ab8e08c", size = 239886, upload-time = "2024-08-04T19:44:12.83Z" }, + { url = "https://files.pythonhosted.org/packages/7b/b7/35760a67c168e29f454928f51f970342d23cf75a2bb0323e0f07334c85f3/coverage-7.6.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e81d7a3e58882450ec4186ca59a3f20a5d4440f25b1cff6f0902ad890e6748a", size = 237037, upload-time = "2024-08-04T19:44:15.393Z" }, + { url = "https://files.pythonhosted.org/packages/f7/95/d2fd31f1d638df806cae59d7daea5abf2b15b5234016a5ebb502c2f3f7ee/coverage-7.6.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78b260de9790fd81e69401c2dc8b17da47c8038176a79092a89cb2b7d945d060", size = 239038, upload-time = "2024-08-04T19:44:17.466Z" }, + { url = "https://files.pythonhosted.org/packages/6e/bd/110689ff5752b67924efd5e2aedf5190cbbe245fc81b8dec1abaffba619d/coverage-7.6.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a78d169acd38300060b28d600344a803628c3fd585c912cacc9ea8790fe96862", size = 238690, upload-time = "2024-08-04T19:44:19.336Z" }, + { url = "https://files.pythonhosted.org/packages/d3/a8/08d7b38e6ff8df52331c83130d0ab92d9c9a8b5462f9e99c9f051a4ae206/coverage-7.6.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2c09f4ce52cb99dd7505cd0fc8e0e37c77b87f46bc9c1eb03fe3bc9991085388", size = 236765, upload-time = "2024-08-04T19:44:20.994Z" }, + { url = "https://files.pythonhosted.org/packages/d6/6a/9cf96839d3147d55ae713eb2d877f4d777e7dc5ba2bce227167d0118dfe8/coverage-7.6.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6878ef48d4227aace338d88c48738a4258213cd7b74fd9a3d4d7582bb1d8a155", size = 238611, upload-time = "2024-08-04T19:44:22.616Z" }, + { url = "https://files.pythonhosted.org/packages/74/e4/7ff20d6a0b59eeaab40b3140a71e38cf52547ba21dbcf1d79c5a32bba61b/coverage-7.6.1-cp313-cp313-win32.whl", hash = "sha256:44df346d5215a8c0e360307d46ffaabe0f5d3502c8a1cefd700b34baf31d411a", size = 209671, upload-time = "2024-08-04T19:44:24.418Z" }, + { url = "https://files.pythonhosted.org/packages/35/59/1812f08a85b57c9fdb6d0b383d779e47b6f643bc278ed682859512517e83/coverage-7.6.1-cp313-cp313-win_amd64.whl", hash = "sha256:8284cf8c0dd272a247bc154eb6c95548722dce90d098c17a883ed36e67cdb129", size = 210368, upload-time = "2024-08-04T19:44:26.276Z" }, + { url = "https://files.pythonhosted.org/packages/9c/15/08913be1c59d7562a3e39fce20661a98c0a3f59d5754312899acc6cb8a2d/coverage-7.6.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d3296782ca4eab572a1a4eca686d8bfb00226300dcefdf43faa25b5242ab8a3e", size = 207758, upload-time = "2024-08-04T19:44:29.028Z" }, + { url = "https://files.pythonhosted.org/packages/c4/ae/b5d58dff26cade02ada6ca612a76447acd69dccdbb3a478e9e088eb3d4b9/coverage-7.6.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:502753043567491d3ff6d08629270127e0c31d4184c4c8d98f92c26f65019962", size = 208035, upload-time = "2024-08-04T19:44:30.673Z" }, + { url = "https://files.pythonhosted.org/packages/b8/d7/62095e355ec0613b08dfb19206ce3033a0eedb6f4a67af5ed267a8800642/coverage-7.6.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a89ecca80709d4076b95f89f308544ec8f7b4727e8a547913a35f16717856cb", size = 250839, upload-time = "2024-08-04T19:44:32.412Z" }, + { url = "https://files.pythonhosted.org/packages/7c/1e/c2967cb7991b112ba3766df0d9c21de46b476d103e32bb401b1b2adf3380/coverage-7.6.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a318d68e92e80af8b00fa99609796fdbcdfef3629c77c6283566c6f02c6d6704", size = 246569, upload-time = "2024-08-04T19:44:34.547Z" }, + { url = "https://files.pythonhosted.org/packages/8b/61/a7a6a55dd266007ed3b1df7a3386a0d760d014542d72f7c2c6938483b7bd/coverage-7.6.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13b0a73a0896988f053e4fbb7de6d93388e6dd292b0d87ee51d106f2c11b465b", size = 248927, upload-time = "2024-08-04T19:44:36.313Z" }, + { url = "https://files.pythonhosted.org/packages/c8/fa/13a6f56d72b429f56ef612eb3bc5ce1b75b7ee12864b3bd12526ab794847/coverage-7.6.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4421712dbfc5562150f7554f13dde997a2e932a6b5f352edcce948a815efee6f", size = 248401, upload-time = "2024-08-04T19:44:38.155Z" }, + { url = "https://files.pythonhosted.org/packages/75/06/0429c652aa0fb761fc60e8c6b291338c9173c6aa0f4e40e1902345b42830/coverage-7.6.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:166811d20dfea725e2e4baa71fffd6c968a958577848d2131f39b60043400223", size = 246301, upload-time = "2024-08-04T19:44:39.883Z" }, + { url = "https://files.pythonhosted.org/packages/52/76/1766bb8b803a88f93c3a2d07e30ffa359467810e5cbc68e375ebe6906efb/coverage-7.6.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:225667980479a17db1048cb2bf8bfb39b8e5be8f164b8f6628b64f78a72cf9d3", size = 247598, upload-time = "2024-08-04T19:44:41.59Z" }, + { url = "https://files.pythonhosted.org/packages/66/8b/f54f8db2ae17188be9566e8166ac6df105c1c611e25da755738025708d54/coverage-7.6.1-cp313-cp313t-win32.whl", hash = "sha256:170d444ab405852903b7d04ea9ae9b98f98ab6d7e63e1115e82620807519797f", size = 210307, upload-time = "2024-08-04T19:44:43.301Z" }, + { url = "https://files.pythonhosted.org/packages/9f/b0/e0dca6da9170aefc07515cce067b97178cefafb512d00a87a1c717d2efd5/coverage-7.6.1-cp313-cp313t-win_amd64.whl", hash = "sha256:b9f222de8cded79c49bf184bdbc06630d4c58eec9459b939b4a690c82ed05657", size = 211453, upload-time = "2024-08-04T19:44:45.677Z" }, + { url = "https://files.pythonhosted.org/packages/81/d0/d9e3d554e38beea5a2e22178ddb16587dbcbe9a1ef3211f55733924bf7fa/coverage-7.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6db04803b6c7291985a761004e9060b2bca08da6d04f26a7f2294b8623a0c1a0", size = 206674, upload-time = "2024-08-04T19:44:47.694Z" }, + { url = "https://files.pythonhosted.org/packages/38/ea/cab2dc248d9f45b2b7f9f1f596a4d75a435cb364437c61b51d2eb33ceb0e/coverage-7.6.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f1adfc8ac319e1a348af294106bc6a8458a0f1633cc62a1446aebc30c5fa186a", size = 207101, upload-time = "2024-08-04T19:44:49.32Z" }, + { url = "https://files.pythonhosted.org/packages/ca/6f/f82f9a500c7c5722368978a5390c418d2a4d083ef955309a8748ecaa8920/coverage-7.6.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a95324a9de9650a729239daea117df21f4b9868ce32e63f8b650ebe6cef5595b", size = 236554, upload-time = "2024-08-04T19:44:51.631Z" }, + { url = "https://files.pythonhosted.org/packages/a6/94/d3055aa33d4e7e733d8fa309d9adf147b4b06a82c1346366fc15a2b1d5fa/coverage-7.6.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b43c03669dc4618ec25270b06ecd3ee4fa94c7f9b3c14bae6571ca00ef98b0d3", size = 234440, upload-time = "2024-08-04T19:44:53.464Z" }, + { url = "https://files.pythonhosted.org/packages/e4/6e/885bcd787d9dd674de4a7d8ec83faf729534c63d05d51d45d4fa168f7102/coverage-7.6.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8929543a7192c13d177b770008bc4e8119f2e1f881d563fc6b6305d2d0ebe9de", size = 235889, upload-time = "2024-08-04T19:44:55.165Z" }, + { url = "https://files.pythonhosted.org/packages/f4/63/df50120a7744492710854860783d6819ff23e482dee15462c9a833cc428a/coverage-7.6.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:a09ece4a69cf399510c8ab25e0950d9cf2b42f7b3cb0374f95d2e2ff594478a6", size = 235142, upload-time = "2024-08-04T19:44:57.269Z" }, + { url = "https://files.pythonhosted.org/packages/3a/5d/9d0acfcded2b3e9ce1c7923ca52ccc00c78a74e112fc2aee661125b7843b/coverage-7.6.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:9054a0754de38d9dbd01a46621636689124d666bad1936d76c0341f7d71bf569", size = 233805, upload-time = "2024-08-04T19:44:59.033Z" }, + { url = "https://files.pythonhosted.org/packages/c4/56/50abf070cb3cd9b1dd32f2c88f083aab561ecbffbcd783275cb51c17f11d/coverage-7.6.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:0dbde0f4aa9a16fa4d754356a8f2e36296ff4d83994b2c9d8398aa32f222f989", size = 234655, upload-time = "2024-08-04T19:45:01.398Z" }, + { url = "https://files.pythonhosted.org/packages/25/ee/b4c246048b8485f85a2426ef4abab88e48c6e80c74e964bea5cd4cd4b115/coverage-7.6.1-cp38-cp38-win32.whl", hash = "sha256:da511e6ad4f7323ee5702e6633085fb76c2f893aaf8ce4c51a0ba4fc07580ea7", size = 209296, upload-time = "2024-08-04T19:45:03.819Z" }, + { url = "https://files.pythonhosted.org/packages/5c/1c/96cf86b70b69ea2b12924cdf7cabb8ad10e6130eab8d767a1099fbd2a44f/coverage-7.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:3f1156e3e8f2872197af3840d8ad307a9dd18e615dc64d9ee41696f287c57ad8", size = 210137, upload-time = "2024-08-04T19:45:06.25Z" }, + { url = "https://files.pythonhosted.org/packages/19/d3/d54c5aa83268779d54c86deb39c1c4566e5d45c155369ca152765f8db413/coverage-7.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:abd5fd0db5f4dc9289408aaf34908072f805ff7792632250dcb36dc591d24255", size = 206688, upload-time = "2024-08-04T19:45:08.358Z" }, + { url = "https://files.pythonhosted.org/packages/a5/fe/137d5dca72e4a258b1bc17bb04f2e0196898fe495843402ce826a7419fe3/coverage-7.6.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:547f45fa1a93154bd82050a7f3cddbc1a7a4dd2a9bf5cb7d06f4ae29fe94eaf8", size = 207120, upload-time = "2024-08-04T19:45:11.526Z" }, + { url = "https://files.pythonhosted.org/packages/78/5b/a0a796983f3201ff5485323b225d7c8b74ce30c11f456017e23d8e8d1945/coverage-7.6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:645786266c8f18a931b65bfcefdbf6952dd0dea98feee39bd188607a9d307ed2", size = 235249, upload-time = "2024-08-04T19:45:13.202Z" }, + { url = "https://files.pythonhosted.org/packages/4e/e1/76089d6a5ef9d68f018f65411fcdaaeb0141b504587b901d74e8587606ad/coverage-7.6.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e0b2df163b8ed01d515807af24f63de04bebcecbd6c3bfeff88385789fdf75a", size = 233237, upload-time = "2024-08-04T19:45:14.961Z" }, + { url = "https://files.pythonhosted.org/packages/9a/6f/eef79b779a540326fee9520e5542a8b428cc3bfa8b7c8f1022c1ee4fc66c/coverage-7.6.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:609b06f178fe8e9f89ef676532760ec0b4deea15e9969bf754b37f7c40326dbc", size = 234311, upload-time = "2024-08-04T19:45:16.924Z" }, + { url = "https://files.pythonhosted.org/packages/75/e1/656d65fb126c29a494ef964005702b012f3498db1a30dd562958e85a4049/coverage-7.6.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:702855feff378050ae4f741045e19a32d57d19f3e0676d589df0575008ea5004", size = 233453, upload-time = "2024-08-04T19:45:18.672Z" }, + { url = "https://files.pythonhosted.org/packages/68/6a/45f108f137941a4a1238c85f28fd9d048cc46b5466d6b8dda3aba1bb9d4f/coverage-7.6.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bdb062ea438f22d99cba0d7829c2ef0af1d768d1e4a4f528087224c90b132cb", size = 231958, upload-time = "2024-08-04T19:45:20.63Z" }, + { url = "https://files.pythonhosted.org/packages/9b/e7/47b809099168b8b8c72ae311efc3e88c8d8a1162b3ba4b8da3cfcdb85743/coverage-7.6.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:9c56863d44bd1c4fe2abb8a4d6f5371d197f1ac0ebdee542f07f35895fc07f36", size = 232938, upload-time = "2024-08-04T19:45:23.062Z" }, + { url = "https://files.pythonhosted.org/packages/52/80/052222ba7058071f905435bad0ba392cc12006380731c37afaf3fe749b88/coverage-7.6.1-cp39-cp39-win32.whl", hash = "sha256:6e2cd258d7d927d09493c8df1ce9174ad01b381d4729a9d8d4e38670ca24774c", size = 209352, upload-time = "2024-08-04T19:45:25.042Z" }, + { url = "https://files.pythonhosted.org/packages/b8/d8/1b92e0b3adcf384e98770a00ca095da1b5f7b483e6563ae4eb5e935d24a1/coverage-7.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:06a737c882bd26d0d6ee7269b20b12f14a8704807a01056c80bb881a4b2ce6ca", size = 210153, upload-time = "2024-08-04T19:45:27.079Z" }, + { url = "https://files.pythonhosted.org/packages/a5/2b/0354ed096bca64dc8e32a7cbcae28b34cb5ad0b1fe2125d6d99583313ac0/coverage-7.6.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:e9a6e0eb86070e8ccaedfbd9d38fec54864f3125ab95419970575b42af7541df", size = 198926, upload-time = "2024-08-04T19:45:28.875Z" }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version < '3.9'" }, +] + +[[package]] +name = "coverage" +version = "7.10.7" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/51/26/d22c300112504f5f9a9fd2297ce33c35f3d353e4aeb987c8419453b2a7c2/coverage-7.10.7.tar.gz", hash = "sha256:f4ab143ab113be368a3e9b795f9cd7906c5ef407d6173fe9675a902e1fffc239", size = 827704, upload-time = "2025-09-21T20:03:56.815Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e5/6c/3a3f7a46888e69d18abe3ccc6fe4cb16cccb1e6a2f99698931dafca489e6/coverage-7.10.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a", size = 217987, upload-time = "2025-09-21T20:00:57.218Z" }, + { url = "https://files.pythonhosted.org/packages/03/94/952d30f180b1a916c11a56f5c22d3535e943aa22430e9e3322447e520e1c/coverage-7.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e201e015644e207139f7e2351980feb7040e6f4b2c2978892f3e3789d1c125e5", size = 218388, upload-time = "2025-09-21T20:01:00.081Z" }, + { url = "https://files.pythonhosted.org/packages/50/2b/9e0cf8ded1e114bcd8b2fd42792b57f1c4e9e4ea1824cde2af93a67305be/coverage-7.10.7-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:240af60539987ced2c399809bd34f7c78e8abe0736af91c3d7d0e795df633d17", size = 245148, upload-time = "2025-09-21T20:01:01.768Z" }, + { url = "https://files.pythonhosted.org/packages/19/20/d0384ac06a6f908783d9b6aa6135e41b093971499ec488e47279f5b846e6/coverage-7.10.7-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8421e088bc051361b01c4b3a50fd39a4b9133079a2229978d9d30511fd05231b", size = 246958, upload-time = "2025-09-21T20:01:03.355Z" }, + { url = "https://files.pythonhosted.org/packages/60/83/5c283cff3d41285f8eab897651585db908a909c572bdc014bcfaf8a8b6ae/coverage-7.10.7-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6be8ed3039ae7f7ac5ce058c308484787c86e8437e72b30bf5e88b8ea10f3c87", size = 248819, upload-time = "2025-09-21T20:01:04.968Z" }, + { url = "https://files.pythonhosted.org/packages/60/22/02eb98fdc5ff79f423e990d877693e5310ae1eab6cb20ae0b0b9ac45b23b/coverage-7.10.7-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e28299d9f2e889e6d51b1f043f58d5f997c373cc12e6403b90df95b8b047c13e", size = 245754, upload-time = "2025-09-21T20:01:06.321Z" }, + { url = "https://files.pythonhosted.org/packages/b4/bc/25c83bcf3ad141b32cd7dc45485ef3c01a776ca3aa8ef0a93e77e8b5bc43/coverage-7.10.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c4e16bd7761c5e454f4efd36f345286d6f7c5fa111623c355691e2755cae3b9e", size = 246860, upload-time = "2025-09-21T20:01:07.605Z" }, + { url = "https://files.pythonhosted.org/packages/3c/b7/95574702888b58c0928a6e982038c596f9c34d52c5e5107f1eef729399b5/coverage-7.10.7-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:b1c81d0e5e160651879755c9c675b974276f135558cf4ba79fee7b8413a515df", size = 244877, upload-time = "2025-09-21T20:01:08.829Z" }, + { url = "https://files.pythonhosted.org/packages/47/b6/40095c185f235e085df0e0b158f6bd68cc6e1d80ba6c7721dc81d97ec318/coverage-7.10.7-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:606cc265adc9aaedcc84f1f064f0e8736bc45814f15a357e30fca7ecc01504e0", size = 245108, upload-time = "2025-09-21T20:01:10.527Z" }, + { url = "https://files.pythonhosted.org/packages/c8/50/4aea0556da7a4b93ec9168420d170b55e2eb50ae21b25062513d020c6861/coverage-7.10.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:10b24412692df990dbc34f8fb1b6b13d236ace9dfdd68df5b28c2e39cafbba13", size = 245752, upload-time = "2025-09-21T20:01:11.857Z" }, + { url = "https://files.pythonhosted.org/packages/6a/28/ea1a84a60828177ae3b100cb6723838523369a44ec5742313ed7db3da160/coverage-7.10.7-cp310-cp310-win32.whl", hash = "sha256:b51dcd060f18c19290d9b8a9dd1e0181538df2ce0717f562fff6cf74d9fc0b5b", size = 220497, upload-time = "2025-09-21T20:01:13.459Z" }, + { url = "https://files.pythonhosted.org/packages/fc/1a/a81d46bbeb3c3fd97b9602ebaa411e076219a150489bcc2c025f151bd52d/coverage-7.10.7-cp310-cp310-win_amd64.whl", hash = "sha256:3a622ac801b17198020f09af3eaf45666b344a0d69fc2a6ffe2ea83aeef1d807", size = 221392, upload-time = "2025-09-21T20:01:14.722Z" }, + { url = "https://files.pythonhosted.org/packages/d2/5d/c1a17867b0456f2e9ce2d8d4708a4c3a089947d0bec9c66cdf60c9e7739f/coverage-7.10.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a609f9c93113be646f44c2a0256d6ea375ad047005d7f57a5c15f614dc1b2f59", size = 218102, upload-time = "2025-09-21T20:01:16.089Z" }, + { url = "https://files.pythonhosted.org/packages/54/f0/514dcf4b4e3698b9a9077f084429681bf3aad2b4a72578f89d7f643eb506/coverage-7.10.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:65646bb0359386e07639c367a22cf9b5bf6304e8630b565d0626e2bdf329227a", size = 218505, upload-time = "2025-09-21T20:01:17.788Z" }, + { url = "https://files.pythonhosted.org/packages/20/f6/9626b81d17e2a4b25c63ac1b425ff307ecdeef03d67c9a147673ae40dc36/coverage-7.10.7-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:5f33166f0dfcce728191f520bd2692914ec70fac2713f6bf3ce59c3deacb4699", size = 248898, upload-time = "2025-09-21T20:01:19.488Z" }, + { url = "https://files.pythonhosted.org/packages/b0/ef/bd8e719c2f7417ba03239052e099b76ea1130ac0cbb183ee1fcaa58aaff3/coverage-7.10.7-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:35f5e3f9e455bb17831876048355dca0f758b6df22f49258cb5a91da23ef437d", size = 250831, upload-time = "2025-09-21T20:01:20.817Z" }, + { url = "https://files.pythonhosted.org/packages/a5/b6/bf054de41ec948b151ae2b79a55c107f5760979538f5fb80c195f2517718/coverage-7.10.7-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4da86b6d62a496e908ac2898243920c7992499c1712ff7c2b6d837cc69d9467e", size = 252937, upload-time = "2025-09-21T20:01:22.171Z" }, + { url = "https://files.pythonhosted.org/packages/0f/e5/3860756aa6f9318227443c6ce4ed7bf9e70bb7f1447a0353f45ac5c7974b/coverage-7.10.7-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6b8b09c1fad947c84bbbc95eca841350fad9cbfa5a2d7ca88ac9f8d836c92e23", size = 249021, upload-time = "2025-09-21T20:01:23.907Z" }, + { url = "https://files.pythonhosted.org/packages/26/0f/bd08bd042854f7fd07b45808927ebcce99a7ed0f2f412d11629883517ac2/coverage-7.10.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4376538f36b533b46f8971d3a3e63464f2c7905c9800db97361c43a2b14792ab", size = 250626, upload-time = "2025-09-21T20:01:25.721Z" }, + { url = "https://files.pythonhosted.org/packages/8e/a7/4777b14de4abcc2e80c6b1d430f5d51eb18ed1d75fca56cbce5f2db9b36e/coverage-7.10.7-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:121da30abb574f6ce6ae09840dae322bef734480ceafe410117627aa54f76d82", size = 248682, upload-time = "2025-09-21T20:01:27.105Z" }, + { url = "https://files.pythonhosted.org/packages/34/72/17d082b00b53cd45679bad682fac058b87f011fd8b9fe31d77f5f8d3a4e4/coverage-7.10.7-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:88127d40df529336a9836870436fc2751c339fbaed3a836d42c93f3e4bd1d0a2", size = 248402, upload-time = "2025-09-21T20:01:28.629Z" }, + { url = "https://files.pythonhosted.org/packages/81/7a/92367572eb5bdd6a84bfa278cc7e97db192f9f45b28c94a9ca1a921c3577/coverage-7.10.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ba58bbcd1b72f136080c0bccc2400d66cc6115f3f906c499013d065ac33a4b61", size = 249320, upload-time = "2025-09-21T20:01:30.004Z" }, + { url = "https://files.pythonhosted.org/packages/2f/88/a23cc185f6a805dfc4fdf14a94016835eeb85e22ac3a0e66d5e89acd6462/coverage-7.10.7-cp311-cp311-win32.whl", hash = "sha256:972b9e3a4094b053a4e46832b4bc829fc8a8d347160eb39d03f1690316a99c14", size = 220536, upload-time = "2025-09-21T20:01:32.184Z" }, + { url = "https://files.pythonhosted.org/packages/fe/ef/0b510a399dfca17cec7bc2f05ad8bd78cf55f15c8bc9a73ab20c5c913c2e/coverage-7.10.7-cp311-cp311-win_amd64.whl", hash = "sha256:a7b55a944a7f43892e28ad4bc0561dfd5f0d73e605d1aa5c3c976b52aea121d2", size = 221425, upload-time = "2025-09-21T20:01:33.557Z" }, + { url = "https://files.pythonhosted.org/packages/51/7f/023657f301a276e4ba1850f82749bc136f5a7e8768060c2e5d9744a22951/coverage-7.10.7-cp311-cp311-win_arm64.whl", hash = "sha256:736f227fb490f03c6488f9b6d45855f8e0fd749c007f9303ad30efab0e73c05a", size = 220103, upload-time = "2025-09-21T20:01:34.929Z" }, + { url = "https://files.pythonhosted.org/packages/13/e4/eb12450f71b542a53972d19117ea5a5cea1cab3ac9e31b0b5d498df1bd5a/coverage-7.10.7-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7bb3b9ddb87ef7725056572368040c32775036472d5a033679d1fa6c8dc08417", size = 218290, upload-time = "2025-09-21T20:01:36.455Z" }, + { url = "https://files.pythonhosted.org/packages/37/66/593f9be12fc19fb36711f19a5371af79a718537204d16ea1d36f16bd78d2/coverage-7.10.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:18afb24843cbc175687225cab1138c95d262337f5473512010e46831aa0c2973", size = 218515, upload-time = "2025-09-21T20:01:37.982Z" }, + { url = "https://files.pythonhosted.org/packages/66/80/4c49f7ae09cafdacc73fbc30949ffe77359635c168f4e9ff33c9ebb07838/coverage-7.10.7-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:399a0b6347bcd3822be369392932884b8216d0944049ae22925631a9b3d4ba4c", size = 250020, upload-time = "2025-09-21T20:01:39.617Z" }, + { url = "https://files.pythonhosted.org/packages/a6/90/a64aaacab3b37a17aaedd83e8000142561a29eb262cede42d94a67f7556b/coverage-7.10.7-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:314f2c326ded3f4b09be11bc282eb2fc861184bc95748ae67b360ac962770be7", size = 252769, upload-time = "2025-09-21T20:01:41.341Z" }, + { url = "https://files.pythonhosted.org/packages/98/2e/2dda59afd6103b342e096f246ebc5f87a3363b5412609946c120f4e7750d/coverage-7.10.7-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c41e71c9cfb854789dee6fc51e46743a6d138b1803fab6cb860af43265b42ea6", size = 253901, upload-time = "2025-09-21T20:01:43.042Z" }, + { url = "https://files.pythonhosted.org/packages/53/dc/8d8119c9051d50f3119bb4a75f29f1e4a6ab9415cd1fa8bf22fcc3fb3b5f/coverage-7.10.7-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc01f57ca26269c2c706e838f6422e2a8788e41b3e3c65e2f41148212e57cd59", size = 250413, upload-time = "2025-09-21T20:01:44.469Z" }, + { url = "https://files.pythonhosted.org/packages/98/b3/edaff9c5d79ee4d4b6d3fe046f2b1d799850425695b789d491a64225d493/coverage-7.10.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a6442c59a8ac8b85812ce33bc4d05bde3fb22321fa8294e2a5b487c3505f611b", size = 251820, upload-time = "2025-09-21T20:01:45.915Z" }, + { url = "https://files.pythonhosted.org/packages/11/25/9a0728564bb05863f7e513e5a594fe5ffef091b325437f5430e8cfb0d530/coverage-7.10.7-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:78a384e49f46b80fb4c901d52d92abe098e78768ed829c673fbb53c498bef73a", size = 249941, upload-time = "2025-09-21T20:01:47.296Z" }, + { url = "https://files.pythonhosted.org/packages/e0/fd/ca2650443bfbef5b0e74373aac4df67b08180d2f184b482c41499668e258/coverage-7.10.7-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:5e1e9802121405ede4b0133aa4340ad8186a1d2526de5b7c3eca519db7bb89fb", size = 249519, upload-time = "2025-09-21T20:01:48.73Z" }, + { url = "https://files.pythonhosted.org/packages/24/79/f692f125fb4299b6f963b0745124998ebb8e73ecdfce4ceceb06a8c6bec5/coverage-7.10.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d41213ea25a86f69efd1575073d34ea11aabe075604ddf3d148ecfec9e1e96a1", size = 251375, upload-time = "2025-09-21T20:01:50.529Z" }, + { url = "https://files.pythonhosted.org/packages/5e/75/61b9bbd6c7d24d896bfeec57acba78e0f8deac68e6baf2d4804f7aae1f88/coverage-7.10.7-cp312-cp312-win32.whl", hash = "sha256:77eb4c747061a6af8d0f7bdb31f1e108d172762ef579166ec84542f711d90256", size = 220699, upload-time = "2025-09-21T20:01:51.941Z" }, + { url = "https://files.pythonhosted.org/packages/ca/f3/3bf7905288b45b075918d372498f1cf845b5b579b723c8fd17168018d5f5/coverage-7.10.7-cp312-cp312-win_amd64.whl", hash = "sha256:f51328ffe987aecf6d09f3cd9d979face89a617eacdaea43e7b3080777f647ba", size = 221512, upload-time = "2025-09-21T20:01:53.481Z" }, + { url = "https://files.pythonhosted.org/packages/5c/44/3e32dbe933979d05cf2dac5e697c8599cfe038aaf51223ab901e208d5a62/coverage-7.10.7-cp312-cp312-win_arm64.whl", hash = "sha256:bda5e34f8a75721c96085903c6f2197dc398c20ffd98df33f866a9c8fd95f4bf", size = 220147, upload-time = "2025-09-21T20:01:55.2Z" }, + { url = "https://files.pythonhosted.org/packages/9a/94/b765c1abcb613d103b64fcf10395f54d69b0ef8be6a0dd9c524384892cc7/coverage-7.10.7-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:981a651f543f2854abd3b5fcb3263aac581b18209be49863ba575de6edf4c14d", size = 218320, upload-time = "2025-09-21T20:01:56.629Z" }, + { url = "https://files.pythonhosted.org/packages/72/4f/732fff31c119bb73b35236dd333030f32c4bfe909f445b423e6c7594f9a2/coverage-7.10.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:73ab1601f84dc804f7812dc297e93cd99381162da39c47040a827d4e8dafe63b", size = 218575, upload-time = "2025-09-21T20:01:58.203Z" }, + { url = "https://files.pythonhosted.org/packages/87/02/ae7e0af4b674be47566707777db1aa375474f02a1d64b9323e5813a6cdd5/coverage-7.10.7-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:a8b6f03672aa6734e700bbcd65ff050fd19cddfec4b031cc8cf1c6967de5a68e", size = 249568, upload-time = "2025-09-21T20:01:59.748Z" }, + { url = "https://files.pythonhosted.org/packages/a2/77/8c6d22bf61921a59bce5471c2f1f7ac30cd4ac50aadde72b8c48d5727902/coverage-7.10.7-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:10b6ba00ab1132a0ce4428ff68cf50a25efd6840a42cdf4239c9b99aad83be8b", size = 252174, upload-time = "2025-09-21T20:02:01.192Z" }, + { url = "https://files.pythonhosted.org/packages/b1/20/b6ea4f69bbb52dac0aebd62157ba6a9dddbfe664f5af8122dac296c3ee15/coverage-7.10.7-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c79124f70465a150e89340de5963f936ee97097d2ef76c869708c4248c63ca49", size = 253447, upload-time = "2025-09-21T20:02:02.701Z" }, + { url = "https://files.pythonhosted.org/packages/f9/28/4831523ba483a7f90f7b259d2018fef02cb4d5b90bc7c1505d6e5a84883c/coverage-7.10.7-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:69212fbccdbd5b0e39eac4067e20a4a5256609e209547d86f740d68ad4f04911", size = 249779, upload-time = "2025-09-21T20:02:04.185Z" }, + { url = "https://files.pythonhosted.org/packages/a7/9f/4331142bc98c10ca6436d2d620c3e165f31e6c58d43479985afce6f3191c/coverage-7.10.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7ea7c6c9d0d286d04ed3541747e6597cbe4971f22648b68248f7ddcd329207f0", size = 251604, upload-time = "2025-09-21T20:02:06.034Z" }, + { url = "https://files.pythonhosted.org/packages/ce/60/bda83b96602036b77ecf34e6393a3836365481b69f7ed7079ab85048202b/coverage-7.10.7-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b9be91986841a75042b3e3243d0b3cb0b2434252b977baaf0cd56e960fe1e46f", size = 249497, upload-time = "2025-09-21T20:02:07.619Z" }, + { url = "https://files.pythonhosted.org/packages/5f/af/152633ff35b2af63977edd835d8e6430f0caef27d171edf2fc76c270ef31/coverage-7.10.7-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:b281d5eca50189325cfe1f365fafade89b14b4a78d9b40b05ddd1fc7d2a10a9c", size = 249350, upload-time = "2025-09-21T20:02:10.34Z" }, + { url = "https://files.pythonhosted.org/packages/9d/71/d92105d122bd21cebba877228990e1646d862e34a98bb3374d3fece5a794/coverage-7.10.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:99e4aa63097ab1118e75a848a28e40d68b08a5e19ce587891ab7fd04475e780f", size = 251111, upload-time = "2025-09-21T20:02:12.122Z" }, + { url = "https://files.pythonhosted.org/packages/a2/9e/9fdb08f4bf476c912f0c3ca292e019aab6712c93c9344a1653986c3fd305/coverage-7.10.7-cp313-cp313-win32.whl", hash = "sha256:dc7c389dce432500273eaf48f410b37886be9208b2dd5710aaf7c57fd442c698", size = 220746, upload-time = "2025-09-21T20:02:13.919Z" }, + { url = "https://files.pythonhosted.org/packages/b1/b1/a75fd25df44eab52d1931e89980d1ada46824c7a3210be0d3c88a44aaa99/coverage-7.10.7-cp313-cp313-win_amd64.whl", hash = "sha256:cac0fdca17b036af3881a9d2729a850b76553f3f716ccb0360ad4dbc06b3b843", size = 221541, upload-time = "2025-09-21T20:02:15.57Z" }, + { url = "https://files.pythonhosted.org/packages/14/3a/d720d7c989562a6e9a14b2c9f5f2876bdb38e9367126d118495b89c99c37/coverage-7.10.7-cp313-cp313-win_arm64.whl", hash = "sha256:4b6f236edf6e2f9ae8fcd1332da4e791c1b6ba0dc16a2dc94590ceccb482e546", size = 220170, upload-time = "2025-09-21T20:02:17.395Z" }, + { url = "https://files.pythonhosted.org/packages/bb/22/e04514bf2a735d8b0add31d2b4ab636fc02370730787c576bb995390d2d5/coverage-7.10.7-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a0ec07fd264d0745ee396b666d47cef20875f4ff2375d7c4f58235886cc1ef0c", size = 219029, upload-time = "2025-09-21T20:02:18.936Z" }, + { url = "https://files.pythonhosted.org/packages/11/0b/91128e099035ece15da3445d9015e4b4153a6059403452d324cbb0a575fa/coverage-7.10.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:dd5e856ebb7bfb7672b0086846db5afb4567a7b9714b8a0ebafd211ec7ce6a15", size = 219259, upload-time = "2025-09-21T20:02:20.44Z" }, + { url = "https://files.pythonhosted.org/packages/8b/51/66420081e72801536a091a0c8f8c1f88a5c4bf7b9b1bdc6222c7afe6dc9b/coverage-7.10.7-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:f57b2a3c8353d3e04acf75b3fed57ba41f5c0646bbf1d10c7c282291c97936b4", size = 260592, upload-time = "2025-09-21T20:02:22.313Z" }, + { url = "https://files.pythonhosted.org/packages/5d/22/9b8d458c2881b22df3db5bb3e7369e63d527d986decb6c11a591ba2364f7/coverage-7.10.7-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1ef2319dd15a0b009667301a3f84452a4dc6fddfd06b0c5c53ea472d3989fbf0", size = 262768, upload-time = "2025-09-21T20:02:24.287Z" }, + { url = "https://files.pythonhosted.org/packages/f7/08/16bee2c433e60913c610ea200b276e8eeef084b0d200bdcff69920bd5828/coverage-7.10.7-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:83082a57783239717ceb0ad584de3c69cf581b2a95ed6bf81ea66034f00401c0", size = 264995, upload-time = "2025-09-21T20:02:26.133Z" }, + { url = "https://files.pythonhosted.org/packages/20/9d/e53eb9771d154859b084b90201e5221bca7674ba449a17c101a5031d4054/coverage-7.10.7-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:50aa94fb1fb9a397eaa19c0d5ec15a5edd03a47bf1a3a6111a16b36e190cff65", size = 259546, upload-time = "2025-09-21T20:02:27.716Z" }, + { url = "https://files.pythonhosted.org/packages/ad/b0/69bc7050f8d4e56a89fb550a1577d5d0d1db2278106f6f626464067b3817/coverage-7.10.7-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2120043f147bebb41c85b97ac45dd173595ff14f2a584f2963891cbcc3091541", size = 262544, upload-time = "2025-09-21T20:02:29.216Z" }, + { url = "https://files.pythonhosted.org/packages/ef/4b/2514b060dbd1bc0aaf23b852c14bb5818f244c664cb16517feff6bb3a5ab/coverage-7.10.7-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:2fafd773231dd0378fdba66d339f84904a8e57a262f583530f4f156ab83863e6", size = 260308, upload-time = "2025-09-21T20:02:31.226Z" }, + { url = "https://files.pythonhosted.org/packages/54/78/7ba2175007c246d75e496f64c06e94122bdb914790a1285d627a918bd271/coverage-7.10.7-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:0b944ee8459f515f28b851728ad224fa2d068f1513ef6b7ff1efafeb2185f999", size = 258920, upload-time = "2025-09-21T20:02:32.823Z" }, + { url = "https://files.pythonhosted.org/packages/c0/b3/fac9f7abbc841409b9a410309d73bfa6cfb2e51c3fada738cb607ce174f8/coverage-7.10.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:4b583b97ab2e3efe1b3e75248a9b333bd3f8b0b1b8e5b45578e05e5850dfb2c2", size = 261434, upload-time = "2025-09-21T20:02:34.86Z" }, + { url = "https://files.pythonhosted.org/packages/ee/51/a03bec00d37faaa891b3ff7387192cef20f01604e5283a5fabc95346befa/coverage-7.10.7-cp313-cp313t-win32.whl", hash = "sha256:2a78cd46550081a7909b3329e2266204d584866e8d97b898cd7fb5ac8d888b1a", size = 221403, upload-time = "2025-09-21T20:02:37.034Z" }, + { url = "https://files.pythonhosted.org/packages/53/22/3cf25d614e64bf6d8e59c7c669b20d6d940bb337bdee5900b9ca41c820bb/coverage-7.10.7-cp313-cp313t-win_amd64.whl", hash = "sha256:33a5e6396ab684cb43dc7befa386258acb2d7fae7f67330ebb85ba4ea27938eb", size = 222469, upload-time = "2025-09-21T20:02:39.011Z" }, + { url = "https://files.pythonhosted.org/packages/49/a1/00164f6d30d8a01c3c9c48418a7a5be394de5349b421b9ee019f380df2a0/coverage-7.10.7-cp313-cp313t-win_arm64.whl", hash = "sha256:86b0e7308289ddde73d863b7683f596d8d21c7d8664ce1dee061d0bcf3fbb4bb", size = 220731, upload-time = "2025-09-21T20:02:40.939Z" }, + { url = "https://files.pythonhosted.org/packages/23/9c/5844ab4ca6a4dd97a1850e030a15ec7d292b5c5cb93082979225126e35dd/coverage-7.10.7-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:b06f260b16ead11643a5a9f955bd4b5fd76c1a4c6796aeade8520095b75de520", size = 218302, upload-time = "2025-09-21T20:02:42.527Z" }, + { url = "https://files.pythonhosted.org/packages/f0/89/673f6514b0961d1f0e20ddc242e9342f6da21eaba3489901b565c0689f34/coverage-7.10.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:212f8f2e0612778f09c55dd4872cb1f64a1f2b074393d139278ce902064d5b32", size = 218578, upload-time = "2025-09-21T20:02:44.468Z" }, + { url = "https://files.pythonhosted.org/packages/05/e8/261cae479e85232828fb17ad536765c88dd818c8470aca690b0ac6feeaa3/coverage-7.10.7-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:3445258bcded7d4aa630ab8296dea4d3f15a255588dd535f980c193ab6b95f3f", size = 249629, upload-time = "2025-09-21T20:02:46.503Z" }, + { url = "https://files.pythonhosted.org/packages/82/62/14ed6546d0207e6eda876434e3e8475a3e9adbe32110ce896c9e0c06bb9a/coverage-7.10.7-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:bb45474711ba385c46a0bfe696c695a929ae69ac636cda8f532be9e8c93d720a", size = 252162, upload-time = "2025-09-21T20:02:48.689Z" }, + { url = "https://files.pythonhosted.org/packages/ff/49/07f00db9ac6478e4358165a08fb41b469a1b053212e8a00cb02f0d27a05f/coverage-7.10.7-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:813922f35bd800dca9994c5971883cbc0d291128a5de6b167c7aa697fcf59360", size = 253517, upload-time = "2025-09-21T20:02:50.31Z" }, + { url = "https://files.pythonhosted.org/packages/a2/59/c5201c62dbf165dfbc91460f6dbbaa85a8b82cfa6131ac45d6c1bfb52deb/coverage-7.10.7-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:93c1b03552081b2a4423091d6fb3787265b8f86af404cff98d1b5342713bdd69", size = 249632, upload-time = "2025-09-21T20:02:51.971Z" }, + { url = "https://files.pythonhosted.org/packages/07/ae/5920097195291a51fb00b3a70b9bbd2edbfe3c84876a1762bd1ef1565ebc/coverage-7.10.7-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:cc87dd1b6eaf0b848eebb1c86469b9f72a1891cb42ac7adcfbce75eadb13dd14", size = 251520, upload-time = "2025-09-21T20:02:53.858Z" }, + { url = "https://files.pythonhosted.org/packages/b9/3c/a815dde77a2981f5743a60b63df31cb322c944843e57dbd579326625a413/coverage-7.10.7-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:39508ffda4f343c35f3236fe8d1a6634a51f4581226a1262769d7f970e73bffe", size = 249455, upload-time = "2025-09-21T20:02:55.807Z" }, + { url = "https://files.pythonhosted.org/packages/aa/99/f5cdd8421ea656abefb6c0ce92556709db2265c41e8f9fc6c8ae0f7824c9/coverage-7.10.7-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:925a1edf3d810537c5a3abe78ec5530160c5f9a26b1f4270b40e62cc79304a1e", size = 249287, upload-time = "2025-09-21T20:02:57.784Z" }, + { url = "https://files.pythonhosted.org/packages/c3/7a/e9a2da6a1fc5d007dd51fca083a663ab930a8c4d149c087732a5dbaa0029/coverage-7.10.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2c8b9a0636f94c43cd3576811e05b89aa9bc2d0a85137affc544ae5cb0e4bfbd", size = 250946, upload-time = "2025-09-21T20:02:59.431Z" }, + { url = "https://files.pythonhosted.org/packages/ef/5b/0b5799aa30380a949005a353715095d6d1da81927d6dbed5def2200a4e25/coverage-7.10.7-cp314-cp314-win32.whl", hash = "sha256:b7b8288eb7cdd268b0304632da8cb0bb93fadcfec2fe5712f7b9cc8f4d487be2", size = 221009, upload-time = "2025-09-21T20:03:01.324Z" }, + { url = "https://files.pythonhosted.org/packages/da/b0/e802fbb6eb746de006490abc9bb554b708918b6774b722bb3a0e6aa1b7de/coverage-7.10.7-cp314-cp314-win_amd64.whl", hash = "sha256:1ca6db7c8807fb9e755d0379ccc39017ce0a84dcd26d14b5a03b78563776f681", size = 221804, upload-time = "2025-09-21T20:03:03.4Z" }, + { url = "https://files.pythonhosted.org/packages/9e/e8/71d0c8e374e31f39e3389bb0bd19e527d46f00ea8571ec7ec8fd261d8b44/coverage-7.10.7-cp314-cp314-win_arm64.whl", hash = "sha256:097c1591f5af4496226d5783d036bf6fd6cd0cbc132e071b33861de756efb880", size = 220384, upload-time = "2025-09-21T20:03:05.111Z" }, + { url = "https://files.pythonhosted.org/packages/62/09/9a5608d319fa3eba7a2019addeacb8c746fb50872b57a724c9f79f146969/coverage-7.10.7-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:a62c6ef0d50e6de320c270ff91d9dd0a05e7250cac2a800b7784bae474506e63", size = 219047, upload-time = "2025-09-21T20:03:06.795Z" }, + { url = "https://files.pythonhosted.org/packages/f5/6f/f58d46f33db9f2e3647b2d0764704548c184e6f5e014bef528b7f979ef84/coverage-7.10.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9fa6e4dd51fe15d8738708a973470f67a855ca50002294852e9571cdbd9433f2", size = 219266, upload-time = "2025-09-21T20:03:08.495Z" }, + { url = "https://files.pythonhosted.org/packages/74/5c/183ffc817ba68e0b443b8c934c8795553eb0c14573813415bd59941ee165/coverage-7.10.7-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:8fb190658865565c549b6b4706856d6a7b09302c797eb2cf8e7fe9dabb043f0d", size = 260767, upload-time = "2025-09-21T20:03:10.172Z" }, + { url = "https://files.pythonhosted.org/packages/0f/48/71a8abe9c1ad7e97548835e3cc1adbf361e743e9d60310c5f75c9e7bf847/coverage-7.10.7-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:affef7c76a9ef259187ef31599a9260330e0335a3011732c4b9effa01e1cd6e0", size = 262931, upload-time = "2025-09-21T20:03:11.861Z" }, + { url = "https://files.pythonhosted.org/packages/84/fd/193a8fb132acfc0a901f72020e54be5e48021e1575bb327d8ee1097a28fd/coverage-7.10.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e16e07d85ca0cf8bafe5f5d23a0b850064e8e945d5677492b06bbe6f09cc699", size = 265186, upload-time = "2025-09-21T20:03:13.539Z" }, + { url = "https://files.pythonhosted.org/packages/b1/8f/74ecc30607dd95ad50e3034221113ccb1c6d4e8085cc761134782995daae/coverage-7.10.7-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:03ffc58aacdf65d2a82bbeb1ffe4d01ead4017a21bfd0454983b88ca73af94b9", size = 259470, upload-time = "2025-09-21T20:03:15.584Z" }, + { url = "https://files.pythonhosted.org/packages/0f/55/79ff53a769f20d71b07023ea115c9167c0bb56f281320520cf64c5298a96/coverage-7.10.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1b4fd784344d4e52647fd7857b2af5b3fbe6c239b0b5fa63e94eb67320770e0f", size = 262626, upload-time = "2025-09-21T20:03:17.673Z" }, + { url = "https://files.pythonhosted.org/packages/88/e2/dac66c140009b61ac3fc13af673a574b00c16efdf04f9b5c740703e953c0/coverage-7.10.7-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:0ebbaddb2c19b71912c6f2518e791aa8b9f054985a0769bdb3a53ebbc765c6a1", size = 260386, upload-time = "2025-09-21T20:03:19.36Z" }, + { url = "https://files.pythonhosted.org/packages/a2/f1/f48f645e3f33bb9ca8a496bc4a9671b52f2f353146233ebd7c1df6160440/coverage-7.10.7-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:a2d9a3b260cc1d1dbdb1c582e63ddcf5363426a1a68faa0f5da28d8ee3c722a0", size = 258852, upload-time = "2025-09-21T20:03:21.007Z" }, + { url = "https://files.pythonhosted.org/packages/bb/3b/8442618972c51a7affeead957995cfa8323c0c9bcf8fa5a027421f720ff4/coverage-7.10.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a3cc8638b2480865eaa3926d192e64ce6c51e3d29c849e09d5b4ad95efae5399", size = 261534, upload-time = "2025-09-21T20:03:23.12Z" }, + { url = "https://files.pythonhosted.org/packages/b2/dc/101f3fa3a45146db0cb03f5b4376e24c0aac818309da23e2de0c75295a91/coverage-7.10.7-cp314-cp314t-win32.whl", hash = "sha256:67f8c5cbcd3deb7a60b3345dffc89a961a484ed0af1f6f73de91705cc6e31235", size = 221784, upload-time = "2025-09-21T20:03:24.769Z" }, + { url = "https://files.pythonhosted.org/packages/4c/a1/74c51803fc70a8a40d7346660379e144be772bab4ac7bb6e6b905152345c/coverage-7.10.7-cp314-cp314t-win_amd64.whl", hash = "sha256:e1ed71194ef6dea7ed2d5cb5f7243d4bcd334bfb63e59878519be558078f848d", size = 222905, upload-time = "2025-09-21T20:03:26.93Z" }, + { url = "https://files.pythonhosted.org/packages/12/65/f116a6d2127df30bcafbceef0302d8a64ba87488bf6f73a6d8eebf060873/coverage-7.10.7-cp314-cp314t-win_arm64.whl", hash = "sha256:7fe650342addd8524ca63d77b2362b02345e5f1a093266787d210c70a50b471a", size = 220922, upload-time = "2025-09-21T20:03:28.672Z" }, + { url = "https://files.pythonhosted.org/packages/a3/ad/d1c25053764b4c42eb294aae92ab617d2e4f803397f9c7c8295caa77a260/coverage-7.10.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:fff7b9c3f19957020cac546c70025331113d2e61537f6e2441bc7657913de7d3", size = 217978, upload-time = "2025-09-21T20:03:30.362Z" }, + { url = "https://files.pythonhosted.org/packages/52/2f/b9f9daa39b80ece0b9548bbb723381e29bc664822d9a12c2135f8922c22b/coverage-7.10.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:bc91b314cef27742da486d6839b677b3f2793dfe52b51bbbb7cf736d5c29281c", size = 218370, upload-time = "2025-09-21T20:03:32.147Z" }, + { url = "https://files.pythonhosted.org/packages/dd/6e/30d006c3b469e58449650642383dddf1c8fb63d44fdf92994bfd46570695/coverage-7.10.7-cp39-cp39-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:567f5c155eda8df1d3d439d40a45a6a5f029b429b06648235f1e7e51b522b396", size = 244802, upload-time = "2025-09-21T20:03:33.919Z" }, + { url = "https://files.pythonhosted.org/packages/b0/49/8a070782ce7e6b94ff6a0b6d7c65ba6bc3091d92a92cef4cd4eb0767965c/coverage-7.10.7-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2af88deffcc8a4d5974cf2d502251bc3b2db8461f0b66d80a449c33757aa9f40", size = 246625, upload-time = "2025-09-21T20:03:36.09Z" }, + { url = "https://files.pythonhosted.org/packages/6a/92/1c1c5a9e8677ce56d42b97bdaca337b2d4d9ebe703d8c174ede52dbabd5f/coverage-7.10.7-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c7315339eae3b24c2d2fa1ed7d7a38654cba34a13ef19fbcb9425da46d3dc594", size = 248399, upload-time = "2025-09-21T20:03:38.342Z" }, + { url = "https://files.pythonhosted.org/packages/c0/54/b140edee7257e815de7426d5d9846b58505dffc29795fff2dfb7f8a1c5a0/coverage-7.10.7-cp39-cp39-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:912e6ebc7a6e4adfdbb1aec371ad04c68854cd3bf3608b3514e7ff9062931d8a", size = 245142, upload-time = "2025-09-21T20:03:40.591Z" }, + { url = "https://files.pythonhosted.org/packages/e4/9e/6d6b8295940b118e8b7083b29226c71f6154f7ff41e9ca431f03de2eac0d/coverage-7.10.7-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:f49a05acd3dfe1ce9715b657e28d138578bc40126760efb962322c56e9ca344b", size = 246284, upload-time = "2025-09-21T20:03:42.355Z" }, + { url = "https://files.pythonhosted.org/packages/db/e5/5e957ca747d43dbe4d9714358375c7546cb3cb533007b6813fc20fce37ad/coverage-7.10.7-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:cce2109b6219f22ece99db7644b9622f54a4e915dad65660ec435e89a3ea7cc3", size = 244353, upload-time = "2025-09-21T20:03:44.218Z" }, + { url = "https://files.pythonhosted.org/packages/9a/45/540fc5cc92536a1b783b7ef99450bd55a4b3af234aae35a18a339973ce30/coverage-7.10.7-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:f3c887f96407cea3916294046fc7dab611c2552beadbed4ea901cbc6a40cc7a0", size = 244430, upload-time = "2025-09-21T20:03:46.065Z" }, + { url = "https://files.pythonhosted.org/packages/75/0b/8287b2e5b38c8fe15d7e3398849bb58d382aedc0864ea0fa1820e8630491/coverage-7.10.7-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:635adb9a4507c9fd2ed65f39693fa31c9a3ee3a8e6dc64df033e8fdf52a7003f", size = 245311, upload-time = "2025-09-21T20:03:48.19Z" }, + { url = "https://files.pythonhosted.org/packages/0c/1d/29724999984740f0c86d03e6420b942439bf5bd7f54d4382cae386a9d1e9/coverage-7.10.7-cp39-cp39-win32.whl", hash = "sha256:5a02d5a850e2979b0a014c412573953995174743a3f7fa4ea5a6e9a3c5617431", size = 220500, upload-time = "2025-09-21T20:03:50.024Z" }, + { url = "https://files.pythonhosted.org/packages/43/11/4b1e6b129943f905ca54c339f343877b55b365ae2558806c1be4f7476ed5/coverage-7.10.7-cp39-cp39-win_amd64.whl", hash = "sha256:c134869d5ffe34547d14e174c866fd8fe2254918cc0a95e99052903bc1543e07", size = 221408, upload-time = "2025-09-21T20:03:51.803Z" }, + { url = "https://files.pythonhosted.org/packages/ec/16/114df1c291c22cac3b0c127a73e0af5c12ed7bbb6558d310429a0ae24023/coverage-7.10.7-py3-none-any.whl", hash = "sha256:f7941f6f2fe6dd6807a1208737b8a0cbcf1cc6d7b07d24998ad2d63590868260", size = 209952, upload-time = "2025-09-21T20:03:53.918Z" }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version == '3.9.*'" }, +] + +[[package]] +name = "coverage" +version = "7.13.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/ad/49/349848445b0e53660e258acbcc9b0d014895b6739237920886672240f84b/coverage-7.13.2.tar.gz", hash = "sha256:044c6951ec37146b72a50cc81ef02217d27d4c3640efd2640311393cbbf143d3", size = 826523, upload-time = "2026-01-25T13:00:04.889Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a4/2d/63e37369c8e81a643afe54f76073b020f7b97ddbe698c5c944b51b0a2bc5/coverage-7.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f4af3b01763909f477ea17c962e2cca8f39b350a4e46e3a30838b2c12e31b81b", size = 218842, upload-time = "2026-01-25T12:57:15.3Z" }, + { url = "https://files.pythonhosted.org/packages/57/06/86ce882a8d58cbcb3030e298788988e618da35420d16a8c66dac34f138d0/coverage-7.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:36393bd2841fa0b59498f75466ee9bdec4f770d3254f031f23e8fd8e140ffdd2", size = 219360, upload-time = "2026-01-25T12:57:17.572Z" }, + { url = "https://files.pythonhosted.org/packages/cd/84/70b0eb1ee19ca4ef559c559054c59e5b2ae4ec9af61398670189e5d276e9/coverage-7.13.2-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:9cc7573518b7e2186bd229b1a0fe24a807273798832c27032c4510f47ffdb896", size = 246123, upload-time = "2026-01-25T12:57:19.087Z" }, + { url = "https://files.pythonhosted.org/packages/35/fb/05b9830c2e8275ebc031e0019387cda99113e62bb500ab328bb72578183b/coverage-7.13.2-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:ca9566769b69a5e216a4e176d54b9df88f29d750c5b78dbb899e379b4e14b30c", size = 247930, upload-time = "2026-01-25T12:57:20.929Z" }, + { url = "https://files.pythonhosted.org/packages/81/aa/3f37858ca2eed4f09b10ca3c6ddc9041be0a475626cd7fd2712f4a2d526f/coverage-7.13.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c9bdea644e94fd66d75a6f7e9a97bb822371e1fe7eadae2cacd50fcbc28e4dc", size = 249804, upload-time = "2026-01-25T12:57:22.904Z" }, + { url = "https://files.pythonhosted.org/packages/b6/b3/c904f40c56e60a2d9678a5ee8df3d906d297d15fb8bec5756c3b0a67e2df/coverage-7.13.2-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:5bd447332ec4f45838c1ad42268ce21ca87c40deb86eabd59888859b66be22a5", size = 246815, upload-time = "2026-01-25T12:57:24.314Z" }, + { url = "https://files.pythonhosted.org/packages/41/91/ddc1c5394ca7fd086342486440bfdd6b9e9bda512bf774599c7c7a0081e0/coverage-7.13.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7c79ad5c28a16a1277e1187cf83ea8dafdcc689a784228a7d390f19776db7c31", size = 247843, upload-time = "2026-01-25T12:57:26.544Z" }, + { url = "https://files.pythonhosted.org/packages/87/d2/cdff8f4cd33697883c224ea8e003e9c77c0f1a837dc41d95a94dd26aad67/coverage-7.13.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:76e06ccacd1fb6ada5d076ed98a8c6f66e2e6acd3df02819e2ee29fd637b76ad", size = 245850, upload-time = "2026-01-25T12:57:28.507Z" }, + { url = "https://files.pythonhosted.org/packages/f5/42/e837febb7866bf2553ab53dd62ed52f9bb36d60c7e017c55376ad21fbb05/coverage-7.13.2-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:49d49e9a5e9f4dc3d3dac95278a020afa6d6bdd41f63608a76fa05a719d5b66f", size = 246116, upload-time = "2026-01-25T12:57:30.16Z" }, + { url = "https://files.pythonhosted.org/packages/09/b1/4a3f935d7df154df02ff4f71af8d61298d713a7ba305d050ae475bfbdde2/coverage-7.13.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ed2bce0e7bfa53f7b0b01c722da289ef6ad4c18ebd52b1f93704c21f116360c8", size = 246720, upload-time = "2026-01-25T12:57:32.165Z" }, + { url = "https://files.pythonhosted.org/packages/e1/fe/538a6fd44c515f1c5197a3f078094cbaf2ce9f945df5b44e29d95c864bff/coverage-7.13.2-cp310-cp310-win32.whl", hash = "sha256:1574983178b35b9af4db4a9f7328a18a14a0a0ce76ffaa1c1bacb4cc82089a7c", size = 221465, upload-time = "2026-01-25T12:57:33.511Z" }, + { url = "https://files.pythonhosted.org/packages/5e/09/4b63a024295f326ec1a40ec8def27799300ce8775b1cbf0d33b1790605c4/coverage-7.13.2-cp310-cp310-win_amd64.whl", hash = "sha256:a360a8baeb038928ceb996f5623a4cd508728f8f13e08d4e96ce161702f3dd99", size = 222397, upload-time = "2026-01-25T12:57:34.927Z" }, + { url = "https://files.pythonhosted.org/packages/6c/01/abca50583a8975bb6e1c59eff67ed8e48bb127c07dad5c28d9e96ccc09ec/coverage-7.13.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:060ebf6f2c51aff5ba38e1f43a2095e087389b1c69d559fde6049a4b0001320e", size = 218971, upload-time = "2026-01-25T12:57:36.953Z" }, + { url = "https://files.pythonhosted.org/packages/eb/0e/b6489f344d99cd1e5b4d5e1be52dfd3f8a3dc5112aa6c33948da8cabad4e/coverage-7.13.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c1ea8ca9db5e7469cd364552985e15911548ea5b69c48a17291f0cac70484b2e", size = 219473, upload-time = "2026-01-25T12:57:38.934Z" }, + { url = "https://files.pythonhosted.org/packages/17/11/db2f414915a8e4ec53f60b17956c27f21fb68fcf20f8a455ce7c2ccec638/coverage-7.13.2-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b780090d15fd58f07cf2011943e25a5f0c1c894384b13a216b6c86c8a8a7c508", size = 249896, upload-time = "2026-01-25T12:57:40.365Z" }, + { url = "https://files.pythonhosted.org/packages/80/06/0823fe93913663c017e508e8810c998c8ebd3ec2a5a85d2c3754297bdede/coverage-7.13.2-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:88a800258d83acb803c38175b4495d293656d5fac48659c953c18e5f539a274b", size = 251810, upload-time = "2026-01-25T12:57:42.045Z" }, + { url = "https://files.pythonhosted.org/packages/61/dc/b151c3cc41b28cdf7f0166c5fa1271cbc305a8ec0124cce4b04f74791a18/coverage-7.13.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6326e18e9a553e674d948536a04a80d850a5eeefe2aae2e6d7cf05d54046c01b", size = 253920, upload-time = "2026-01-25T12:57:44.026Z" }, + { url = "https://files.pythonhosted.org/packages/2d/35/e83de0556e54a4729a2b94ea816f74ce08732e81945024adee46851c2264/coverage-7.13.2-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:59562de3f797979e1ff07c587e2ac36ba60ca59d16c211eceaa579c266c5022f", size = 250025, upload-time = "2026-01-25T12:57:45.624Z" }, + { url = "https://files.pythonhosted.org/packages/39/67/af2eb9c3926ce3ea0d58a0d2516fcbdacf7a9fc9559fe63076beaf3f2596/coverage-7.13.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:27ba1ed6f66b0e2d61bfa78874dffd4f8c3a12f8e2b5410e515ab345ba7bc9c3", size = 251612, upload-time = "2026-01-25T12:57:47.713Z" }, + { url = "https://files.pythonhosted.org/packages/26/62/5be2e25f3d6c711d23b71296f8b44c978d4c8b4e5b26871abfc164297502/coverage-7.13.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8be48da4d47cc68754ce643ea50b3234557cbefe47c2f120495e7bd0a2756f2b", size = 249670, upload-time = "2026-01-25T12:57:49.378Z" }, + { url = "https://files.pythonhosted.org/packages/b3/51/400d1b09a8344199f9b6a6fc1868005d766b7ea95e7882e494fa862ca69c/coverage-7.13.2-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:2a47a4223d3361b91176aedd9d4e05844ca67d7188456227b6bf5e436630c9a1", size = 249395, upload-time = "2026-01-25T12:57:50.86Z" }, + { url = "https://files.pythonhosted.org/packages/e0/36/f02234bc6e5230e2f0a63fd125d0a2093c73ef20fdf681c7af62a140e4e7/coverage-7.13.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:c6f141b468740197d6bd38f2b26ade124363228cc3f9858bd9924ab059e00059", size = 250298, upload-time = "2026-01-25T12:57:52.287Z" }, + { url = "https://files.pythonhosted.org/packages/b0/06/713110d3dd3151b93611c9cbfc65c15b4156b44f927fced49ac0b20b32a4/coverage-7.13.2-cp311-cp311-win32.whl", hash = "sha256:89567798404af067604246e01a49ef907d112edf2b75ef814b1364d5ce267031", size = 221485, upload-time = "2026-01-25T12:57:53.876Z" }, + { url = "https://files.pythonhosted.org/packages/16/0c/3ae6255fa1ebcb7dec19c9a59e85ef5f34566d1265c70af5b2fc981da834/coverage-7.13.2-cp311-cp311-win_amd64.whl", hash = "sha256:21dd57941804ae2ac7e921771a5e21bbf9aabec317a041d164853ad0a96ce31e", size = 222421, upload-time = "2026-01-25T12:57:55.433Z" }, + { url = "https://files.pythonhosted.org/packages/b5/37/fabc3179af4d61d89ea47bd04333fec735cd5e8b59baad44fed9fc4170d7/coverage-7.13.2-cp311-cp311-win_arm64.whl", hash = "sha256:10758e0586c134a0bafa28f2d37dd2cdb5e4a90de25c0fc0c77dabbad46eca28", size = 221088, upload-time = "2026-01-25T12:57:57.41Z" }, + { url = "https://files.pythonhosted.org/packages/46/39/e92a35f7800222d3f7b2cbb7bbc3b65672ae8d501cb31801b2d2bd7acdf1/coverage-7.13.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f106b2af193f965d0d3234f3f83fc35278c7fb935dfbde56ae2da3dd2c03b84d", size = 219142, upload-time = "2026-01-25T12:58:00.448Z" }, + { url = "https://files.pythonhosted.org/packages/45/7a/8bf9e9309c4c996e65c52a7c5a112707ecdd9fbaf49e10b5a705a402bbb4/coverage-7.13.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:78f45d21dc4d5d6bd29323f0320089ef7eae16e4bef712dff79d184fa7330af3", size = 219503, upload-time = "2026-01-25T12:58:02.451Z" }, + { url = "https://files.pythonhosted.org/packages/87/93/17661e06b7b37580923f3f12406ac91d78aeed293fb6da0b69cc7957582f/coverage-7.13.2-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:fae91dfecd816444c74531a9c3d6ded17a504767e97aa674d44f638107265b99", size = 251006, upload-time = "2026-01-25T12:58:04.059Z" }, + { url = "https://files.pythonhosted.org/packages/12/f0/f9e59fb8c310171497f379e25db060abef9fa605e09d63157eebec102676/coverage-7.13.2-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:264657171406c114787b441484de620e03d8f7202f113d62fcd3d9688baa3e6f", size = 253750, upload-time = "2026-01-25T12:58:05.574Z" }, + { url = "https://files.pythonhosted.org/packages/e5/b1/1935e31add2232663cf7edd8269548b122a7d100047ff93475dbaaae673e/coverage-7.13.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ae47d8dcd3ded0155afbb59c62bd8ab07ea0fd4902e1c40567439e6db9dcaf2f", size = 254862, upload-time = "2026-01-25T12:58:07.647Z" }, + { url = "https://files.pythonhosted.org/packages/af/59/b5e97071ec13df5f45da2b3391b6cdbec78ba20757bc92580a5b3d5fa53c/coverage-7.13.2-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8a0b33e9fd838220b007ce8f299114d406c1e8edb21336af4c97a26ecfd185aa", size = 251420, upload-time = "2026-01-25T12:58:09.309Z" }, + { url = "https://files.pythonhosted.org/packages/3f/75/9495932f87469d013dc515fb0ce1aac5fa97766f38f6b1a1deb1ee7b7f3a/coverage-7.13.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b3becbea7f3ce9a2d4d430f223ec15888e4deb31395840a79e916368d6004cce", size = 252786, upload-time = "2026-01-25T12:58:10.909Z" }, + { url = "https://files.pythonhosted.org/packages/6a/59/af550721f0eb62f46f7b8cb7e6f1860592189267b1c411a4e3a057caacee/coverage-7.13.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:f819c727a6e6eeb8711e4ce63d78c620f69630a2e9d53bc95ca5379f57b6ba94", size = 250928, upload-time = "2026-01-25T12:58:12.449Z" }, + { url = "https://files.pythonhosted.org/packages/9b/b1/21b4445709aae500be4ab43bbcfb4e53dc0811c3396dcb11bf9f23fd0226/coverage-7.13.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:4f7b71757a3ab19f7ba286e04c181004c1d61be921795ee8ba6970fd0ec91da5", size = 250496, upload-time = "2026-01-25T12:58:14.047Z" }, + { url = "https://files.pythonhosted.org/packages/ba/b1/0f5d89dfe0392990e4f3980adbde3eb34885bc1effb2dc369e0bf385e389/coverage-7.13.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b7fc50d2afd2e6b4f6f2f403b70103d280a8e0cb35320cbbe6debcda02a1030b", size = 252373, upload-time = "2026-01-25T12:58:15.976Z" }, + { url = "https://files.pythonhosted.org/packages/01/c9/0cf1a6a57a9968cc049a6b896693faa523c638a5314b1fc374eb2b2ac904/coverage-7.13.2-cp312-cp312-win32.whl", hash = "sha256:292250282cf9bcf206b543d7608bda17ca6fc151f4cbae949fc7e115112fbd41", size = 221696, upload-time = "2026-01-25T12:58:17.517Z" }, + { url = "https://files.pythonhosted.org/packages/4d/05/d7540bf983f09d32803911afed135524570f8c47bb394bf6206c1dc3a786/coverage-7.13.2-cp312-cp312-win_amd64.whl", hash = "sha256:eeea10169fac01549a7921d27a3e517194ae254b542102267bef7a93ed38c40e", size = 222504, upload-time = "2026-01-25T12:58:19.115Z" }, + { url = "https://files.pythonhosted.org/packages/15/8b/1a9f037a736ced0a12aacf6330cdaad5008081142a7070bc58b0f7930cbc/coverage-7.13.2-cp312-cp312-win_arm64.whl", hash = "sha256:2a5b567f0b635b592c917f96b9a9cb3dbd4c320d03f4bf94e9084e494f2e8894", size = 221120, upload-time = "2026-01-25T12:58:21.334Z" }, + { url = "https://files.pythonhosted.org/packages/a7/f0/3d3eac7568ab6096ff23791a526b0048a1ff3f49d0e236b2af6fb6558e88/coverage-7.13.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ed75de7d1217cf3b99365d110975f83af0528c849ef5180a12fd91b5064df9d6", size = 219168, upload-time = "2026-01-25T12:58:23.376Z" }, + { url = "https://files.pythonhosted.org/packages/a3/a6/f8b5cfeddbab95fdef4dcd682d82e5dcff7a112ced57a959f89537ee9995/coverage-7.13.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:97e596de8fa9bada4d88fde64a3f4d37f1b6131e4faa32bad7808abc79887ddc", size = 219537, upload-time = "2026-01-25T12:58:24.932Z" }, + { url = "https://files.pythonhosted.org/packages/7b/e6/8d8e6e0c516c838229d1e41cadcec91745f4b1031d4db17ce0043a0423b4/coverage-7.13.2-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:68c86173562ed4413345410c9480a8d64864ac5e54a5cda236748031e094229f", size = 250528, upload-time = "2026-01-25T12:58:26.567Z" }, + { url = "https://files.pythonhosted.org/packages/8e/78/befa6640f74092b86961f957f26504c8fba3d7da57cc2ab7407391870495/coverage-7.13.2-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7be4d613638d678b2b3773b8f687537b284d7074695a43fe2fbbfc0e31ceaed1", size = 253132, upload-time = "2026-01-25T12:58:28.251Z" }, + { url = "https://files.pythonhosted.org/packages/9d/10/1630db1edd8ce675124a2ee0f7becc603d2bb7b345c2387b4b95c6907094/coverage-7.13.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d7f63ce526a96acd0e16c4af8b50b64334239550402fb1607ce6a584a6d62ce9", size = 254374, upload-time = "2026-01-25T12:58:30.294Z" }, + { url = "https://files.pythonhosted.org/packages/ed/1d/0d9381647b1e8e6d310ac4140be9c428a0277330991e0c35bdd751e338a4/coverage-7.13.2-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:406821f37f864f968e29ac14c3fccae0fec9fdeba48327f0341decf4daf92d7c", size = 250762, upload-time = "2026-01-25T12:58:32.036Z" }, + { url = "https://files.pythonhosted.org/packages/43/e4/5636dfc9a7c871ee8776af83ee33b4c26bc508ad6cee1e89b6419a366582/coverage-7.13.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ee68e5a4e3e5443623406b905db447dceddffee0dceb39f4e0cd9ec2a35004b5", size = 252502, upload-time = "2026-01-25T12:58:33.961Z" }, + { url = "https://files.pythonhosted.org/packages/02/2a/7ff2884d79d420cbb2d12fed6fff727b6d0ef27253140d3cdbbd03187ee0/coverage-7.13.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2ee0e58cca0c17dd9c6c1cdde02bb705c7b3fbfa5f3b0b5afeda20d4ebff8ef4", size = 250463, upload-time = "2026-01-25T12:58:35.529Z" }, + { url = "https://files.pythonhosted.org/packages/91/c0/ba51087db645b6c7261570400fc62c89a16278763f36ba618dc8657a187b/coverage-7.13.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:6e5bbb5018bf76a56aabdb64246b5288d5ae1b7d0dd4d0534fe86df2c2992d1c", size = 250288, upload-time = "2026-01-25T12:58:37.226Z" }, + { url = "https://files.pythonhosted.org/packages/03/07/44e6f428551c4d9faf63ebcefe49b30e5c89d1be96f6a3abd86a52da9d15/coverage-7.13.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a55516c68ef3e08e134e818d5e308ffa6b1337cc8b092b69b24287bf07d38e31", size = 252063, upload-time = "2026-01-25T12:58:38.821Z" }, + { url = "https://files.pythonhosted.org/packages/c2/67/35b730ad7e1859dd57e834d1bc06080d22d2f87457d53f692fce3f24a5a9/coverage-7.13.2-cp313-cp313-win32.whl", hash = "sha256:5b20211c47a8abf4abc3319d8ce2464864fa9f30c5fcaf958a3eed92f4f1fef8", size = 221716, upload-time = "2026-01-25T12:58:40.484Z" }, + { url = "https://files.pythonhosted.org/packages/0d/82/e5fcf5a97c72f45fc14829237a6550bf49d0ab882ac90e04b12a69db76b4/coverage-7.13.2-cp313-cp313-win_amd64.whl", hash = "sha256:14f500232e521201cf031549fb1ebdfc0a40f401cf519157f76c397e586c3beb", size = 222522, upload-time = "2026-01-25T12:58:43.247Z" }, + { url = "https://files.pythonhosted.org/packages/b1/f1/25d7b2f946d239dd2d6644ca2cc060d24f97551e2af13b6c24c722ae5f97/coverage-7.13.2-cp313-cp313-win_arm64.whl", hash = "sha256:9779310cb5a9778a60c899f075a8514c89fa6d10131445c2207fc893e0b14557", size = 221145, upload-time = "2026-01-25T12:58:45Z" }, + { url = "https://files.pythonhosted.org/packages/9e/f7/080376c029c8f76fadfe43911d0daffa0cbdc9f9418a0eead70c56fb7f4b/coverage-7.13.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:e64fa5a1e41ce5df6b547cbc3d3699381c9e2c2c369c67837e716ed0f549d48e", size = 219861, upload-time = "2026-01-25T12:58:46.586Z" }, + { url = "https://files.pythonhosted.org/packages/42/11/0b5e315af5ab35f4c4a70e64d3314e4eec25eefc6dec13be3a7d5ffe8ac5/coverage-7.13.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b01899e82a04085b6561eb233fd688474f57455e8ad35cd82286463ba06332b7", size = 220207, upload-time = "2026-01-25T12:58:48.277Z" }, + { url = "https://files.pythonhosted.org/packages/b2/0c/0874d0318fb1062117acbef06a09cf8b63f3060c22265adaad24b36306b7/coverage-7.13.2-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:838943bea48be0e2768b0cf7819544cdedc1bbb2f28427eabb6eb8c9eb2285d3", size = 261504, upload-time = "2026-01-25T12:58:49.904Z" }, + { url = "https://files.pythonhosted.org/packages/83/5e/1cd72c22ecb30751e43a72f40ba50fcef1b7e93e3ea823bd9feda8e51f9a/coverage-7.13.2-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:93d1d25ec2b27e90bcfef7012992d1f5121b51161b8bffcda756a816cf13c2c3", size = 263582, upload-time = "2026-01-25T12:58:51.582Z" }, + { url = "https://files.pythonhosted.org/packages/9b/da/8acf356707c7a42df4d0657020308e23e5a07397e81492640c186268497c/coverage-7.13.2-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93b57142f9621b0d12349c43fc7741fe578e4bc914c1e5a54142856cfc0bf421", size = 266008, upload-time = "2026-01-25T12:58:53.234Z" }, + { url = "https://files.pythonhosted.org/packages/41/41/ea1730af99960309423c6ea8d6a4f1fa5564b2d97bd1d29dda4b42611f04/coverage-7.13.2-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f06799ae1bdfff7ccb8665d75f8291c69110ba9585253de254688aa8a1ccc6c5", size = 260762, upload-time = "2026-01-25T12:58:55.372Z" }, + { url = "https://files.pythonhosted.org/packages/22/fa/02884d2080ba71db64fdc127b311db60e01fe6ba797d9c8363725e39f4d5/coverage-7.13.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:7f9405ab4f81d490811b1d91c7a20361135a2df4c170e7f0b747a794da5b7f23", size = 263571, upload-time = "2026-01-25T12:58:57.52Z" }, + { url = "https://files.pythonhosted.org/packages/d2/6b/4083aaaeba9b3112f55ac57c2ce7001dc4d8fa3fcc228a39f09cc84ede27/coverage-7.13.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:f9ab1d5b86f8fbc97a5b3cd6280a3fd85fef3b028689d8a2c00918f0d82c728c", size = 261200, upload-time = "2026-01-25T12:58:59.255Z" }, + { url = "https://files.pythonhosted.org/packages/e9/d2/aea92fa36d61955e8c416ede9cf9bf142aa196f3aea214bb67f85235a050/coverage-7.13.2-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:f674f59712d67e841525b99e5e2b595250e39b529c3bda14764e4f625a3fa01f", size = 260095, upload-time = "2026-01-25T12:59:01.066Z" }, + { url = "https://files.pythonhosted.org/packages/0d/ae/04ffe96a80f107ea21b22b2367175c621da920063260a1c22f9452fd7866/coverage-7.13.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c6cadac7b8ace1ba9144feb1ae3cb787a6065ba6d23ffc59a934b16406c26573", size = 262284, upload-time = "2026-01-25T12:59:02.802Z" }, + { url = "https://files.pythonhosted.org/packages/1c/7a/6f354dcd7dfc41297791d6fb4e0d618acb55810bde2c1fd14b3939e05c2b/coverage-7.13.2-cp313-cp313t-win32.whl", hash = "sha256:14ae4146465f8e6e6253eba0cccd57423e598a4cb925958b240c805300918343", size = 222389, upload-time = "2026-01-25T12:59:04.563Z" }, + { url = "https://files.pythonhosted.org/packages/8d/d5/080ad292a4a3d3daf411574be0a1f56d6dee2c4fdf6b005342be9fac807f/coverage-7.13.2-cp313-cp313t-win_amd64.whl", hash = "sha256:9074896edd705a05769e3de0eac0a8388484b503b68863dd06d5e473f874fd47", size = 223450, upload-time = "2026-01-25T12:59:06.677Z" }, + { url = "https://files.pythonhosted.org/packages/88/96/df576fbacc522e9fb8d1c4b7a7fc62eb734be56e2cba1d88d2eabe08ea3f/coverage-7.13.2-cp313-cp313t-win_arm64.whl", hash = "sha256:69e526e14f3f854eda573d3cf40cffd29a1a91c684743d904c33dbdcd0e0f3e7", size = 221707, upload-time = "2026-01-25T12:59:08.363Z" }, + { url = "https://files.pythonhosted.org/packages/55/53/1da9e51a0775634b04fcc11eb25c002fc58ee4f92ce2e8512f94ac5fc5bf/coverage-7.13.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:387a825f43d680e7310e6f325b2167dd093bc8ffd933b83e9aa0983cf6e0a2ef", size = 219213, upload-time = "2026-01-25T12:59:11.909Z" }, + { url = "https://files.pythonhosted.org/packages/46/35/b3caac3ebbd10230fea5a33012b27d19e999a17c9285c4228b4b2e35b7da/coverage-7.13.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f0d7fea9d8e5d778cd5a9e8fc38308ad688f02040e883cdc13311ef2748cb40f", size = 219549, upload-time = "2026-01-25T12:59:13.638Z" }, + { url = "https://files.pythonhosted.org/packages/76/9c/e1cf7def1bdc72c1907e60703983a588f9558434a2ff94615747bd73c192/coverage-7.13.2-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:e080afb413be106c95c4ee96b4fffdc9e2fa56a8bbf90b5c0918e5c4449412f5", size = 250586, upload-time = "2026-01-25T12:59:15.808Z" }, + { url = "https://files.pythonhosted.org/packages/ba/49/f54ec02ed12be66c8d8897270505759e057b0c68564a65c429ccdd1f139e/coverage-7.13.2-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a7fc042ba3c7ce25b8a9f097eb0f32a5ce1ccdb639d9eec114e26def98e1f8a4", size = 253093, upload-time = "2026-01-25T12:59:17.491Z" }, + { url = "https://files.pythonhosted.org/packages/fb/5e/aaf86be3e181d907e23c0f61fccaeb38de8e6f6b47aed92bf57d8fc9c034/coverage-7.13.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d0ba505e021557f7f8173ee8cd6b926373d8653e5ff7581ae2efce1b11ef4c27", size = 254446, upload-time = "2026-01-25T12:59:19.752Z" }, + { url = "https://files.pythonhosted.org/packages/28/c8/a5fa01460e2d75b0c853b392080d6829d3ca8b5ab31e158fa0501bc7c708/coverage-7.13.2-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7de326f80e3451bd5cc7239ab46c73ddb658fe0b7649476bc7413572d36cd548", size = 250615, upload-time = "2026-01-25T12:59:21.928Z" }, + { url = "https://files.pythonhosted.org/packages/86/0b/6d56315a55f7062bb66410732c24879ccb2ec527ab6630246de5fe45a1df/coverage-7.13.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:abaea04f1e7e34841d4a7b343904a3f59481f62f9df39e2cd399d69a187a9660", size = 252452, upload-time = "2026-01-25T12:59:23.592Z" }, + { url = "https://files.pythonhosted.org/packages/30/19/9bc550363ebc6b0ea121977ee44d05ecd1e8bf79018b8444f1028701c563/coverage-7.13.2-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9f93959ee0c604bccd8e0697be21de0887b1f73efcc3aa73a3ec0fd13feace92", size = 250418, upload-time = "2026-01-25T12:59:25.392Z" }, + { url = "https://files.pythonhosted.org/packages/1f/53/580530a31ca2f0cc6f07a8f2ab5460785b02bb11bdf815d4c4d37a4c5169/coverage-7.13.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:13fe81ead04e34e105bf1b3c9f9cdf32ce31736ee5d90a8d2de02b9d3e1bcb82", size = 250231, upload-time = "2026-01-25T12:59:27.888Z" }, + { url = "https://files.pythonhosted.org/packages/e2/42/dd9093f919dc3088cb472893651884bd675e3df3d38a43f9053656dca9a2/coverage-7.13.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d6d16b0f71120e365741bca2cb473ca6fe38930bc5431c5e850ba949f708f892", size = 251888, upload-time = "2026-01-25T12:59:29.636Z" }, + { url = "https://files.pythonhosted.org/packages/fa/a6/0af4053e6e819774626e133c3d6f70fae4d44884bfc4b126cb647baee8d3/coverage-7.13.2-cp314-cp314-win32.whl", hash = "sha256:9b2f4714bb7d99ba3790ee095b3b4ac94767e1347fe424278a0b10acb3ff04fe", size = 221968, upload-time = "2026-01-25T12:59:31.424Z" }, + { url = "https://files.pythonhosted.org/packages/c4/cc/5aff1e1f80d55862442855517bb8ad8ad3a68639441ff6287dde6a58558b/coverage-7.13.2-cp314-cp314-win_amd64.whl", hash = "sha256:e4121a90823a063d717a96e0a0529c727fb31ea889369a0ee3ec00ed99bf6859", size = 222783, upload-time = "2026-01-25T12:59:33.118Z" }, + { url = "https://files.pythonhosted.org/packages/de/20/09abafb24f84b3292cc658728803416c15b79f9ee5e68d25238a895b07d9/coverage-7.13.2-cp314-cp314-win_arm64.whl", hash = "sha256:6873f0271b4a15a33e7590f338d823f6f66f91ed147a03938d7ce26efd04eee6", size = 221348, upload-time = "2026-01-25T12:59:34.939Z" }, + { url = "https://files.pythonhosted.org/packages/b6/60/a3820c7232db63be060e4019017cd3426751c2699dab3c62819cdbcea387/coverage-7.13.2-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:f61d349f5b7cd95c34017f1927ee379bfbe9884300d74e07cf630ccf7a610c1b", size = 219950, upload-time = "2026-01-25T12:59:36.624Z" }, + { url = "https://files.pythonhosted.org/packages/fd/37/e4ef5975fdeb86b1e56db9a82f41b032e3d93a840ebaf4064f39e770d5c5/coverage-7.13.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:a43d34ce714f4ca674c0d90beb760eb05aad906f2c47580ccee9da8fe8bfb417", size = 220209, upload-time = "2026-01-25T12:59:38.339Z" }, + { url = "https://files.pythonhosted.org/packages/54/df/d40e091d00c51adca1e251d3b60a8b464112efa3004949e96a74d7c19a64/coverage-7.13.2-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:bff1b04cb9d4900ce5c56c4942f047dc7efe57e2608cb7c3c8936e9970ccdbee", size = 261576, upload-time = "2026-01-25T12:59:40.446Z" }, + { url = "https://files.pythonhosted.org/packages/c5/44/5259c4bed54e3392e5c176121af9f71919d96dde853386e7730e705f3520/coverage-7.13.2-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6ae99e4560963ad8e163e819e5d77d413d331fd00566c1e0856aa252303552c1", size = 263704, upload-time = "2026-01-25T12:59:42.346Z" }, + { url = "https://files.pythonhosted.org/packages/16/bd/ae9f005827abcbe2c70157459ae86053971c9fa14617b63903abbdce26d9/coverage-7.13.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e79a8c7d461820257d9aa43716c4efc55366d7b292e46b5b37165be1d377405d", size = 266109, upload-time = "2026-01-25T12:59:44.073Z" }, + { url = "https://files.pythonhosted.org/packages/a2/c0/8e279c1c0f5b1eaa3ad9b0fb7a5637fc0379ea7d85a781c0fe0bb3cfc2ab/coverage-7.13.2-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:060ee84f6a769d40c492711911a76811b4befb6fba50abb450371abb720f5bd6", size = 260686, upload-time = "2026-01-25T12:59:45.804Z" }, + { url = "https://files.pythonhosted.org/packages/b2/47/3a8112627e9d863e7cddd72894171c929e94491a597811725befdcd76bce/coverage-7.13.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3bca209d001fd03ea2d978f8a4985093240a355c93078aee3f799852c23f561a", size = 263568, upload-time = "2026-01-25T12:59:47.929Z" }, + { url = "https://files.pythonhosted.org/packages/92/bc/7ea367d84afa3120afc3ce6de294fd2dcd33b51e2e7fbe4bbfd200f2cb8c/coverage-7.13.2-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:6b8092aa38d72f091db61ef83cb66076f18f02da3e1a75039a4f218629600e04", size = 261174, upload-time = "2026-01-25T12:59:49.717Z" }, + { url = "https://files.pythonhosted.org/packages/33/b7/f1092dcecb6637e31cc2db099581ee5c61a17647849bae6b8261a2b78430/coverage-7.13.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:4a3158dc2dcce5200d91ec28cd315c999eebff355437d2765840555d765a6e5f", size = 260017, upload-time = "2026-01-25T12:59:51.463Z" }, + { url = "https://files.pythonhosted.org/packages/2b/cd/f3d07d4b95fbe1a2ef0958c15da614f7e4f557720132de34d2dc3aa7e911/coverage-7.13.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3973f353b2d70bd9796cc12f532a05945232ccae966456c8ed7034cb96bbfd6f", size = 262337, upload-time = "2026-01-25T12:59:53.407Z" }, + { url = "https://files.pythonhosted.org/packages/e0/db/b0d5b2873a07cb1e06a55d998697c0a5a540dcefbf353774c99eb3874513/coverage-7.13.2-cp314-cp314t-win32.whl", hash = "sha256:79f6506a678a59d4ded048dc72f1859ebede8ec2b9a2d509ebe161f01c2879d3", size = 222749, upload-time = "2026-01-25T12:59:56.316Z" }, + { url = "https://files.pythonhosted.org/packages/e5/2f/838a5394c082ac57d85f57f6aba53093b30d9089781df72412126505716f/coverage-7.13.2-cp314-cp314t-win_amd64.whl", hash = "sha256:196bfeabdccc5a020a57d5a368c681e3a6ceb0447d153aeccc1ab4d70a5032ba", size = 223857, upload-time = "2026-01-25T12:59:58.201Z" }, + { url = "https://files.pythonhosted.org/packages/44/d4/b608243e76ead3a4298824b50922b89ef793e50069ce30316a65c1b4d7ef/coverage-7.13.2-cp314-cp314t-win_arm64.whl", hash = "sha256:69269ab58783e090bfbf5b916ab3d188126e22d6070bbfc93098fdd474ef937c", size = 221881, upload-time = "2026-01-25T13:00:00.449Z" }, + { url = "https://files.pythonhosted.org/packages/d2/db/d291e30fdf7ea617a335531e72294e0c723356d7fdde8fba00610a76bda9/coverage-7.13.2-py3-none-any.whl", hash = "sha256:40ce1ea1e25125556d8e76bd0b61500839a07944cc287ac21d5626f3e620cad5", size = 210943, upload-time = "2026-01-25T13:00:02.388Z" }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version >= '3.10' and python_full_version <= '3.11'" }, +] + +[[package]] +name = "distlib" +version = "0.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605, upload-time = "2025-07-17T16:52:00.465Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047, upload-time = "2025-07-17T16:51:58.613Z" }, +] + +[[package]] +name = "exceptiongroup" +version = "1.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions", version = "4.13.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9' and python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" }, +] + +[[package]] +name = "filelock" +version = "3.16.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/9d/db/3ef5bb276dae18d6ec2124224403d1d67bccdbefc17af4cc8f553e341ab1/filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435", size = 18037, upload-time = "2024-09-17T19:02:01.779Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b9/f8/feced7779d755758a52d1f6635d990b8d98dc0a29fa568bbe0625f18fdf3/filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0", size = 16163, upload-time = "2024-09-17T19:02:00.268Z" }, +] + +[[package]] +name = "filelock" +version = "3.19.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/40/bb/0ab3e58d22305b6f5440629d20683af28959bf793d98d11950e305c1c326/filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58", size = 17687, upload-time = "2025-08-14T16:56:03.016Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/42/14/42b2651a2f46b022ccd948bca9f2d5af0fd8929c4eec235b8d6d844fbe67/filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d", size = 15988, upload-time = "2025-08-14T16:56:01.633Z" }, +] + +[[package]] +name = "filelock" +version = "3.20.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/1d/65/ce7f1b70157833bf3cb851b556a37d4547ceafc158aa9b34b36782f23696/filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1", size = 19485, upload-time = "2026-01-09T17:55:05.421Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1", size = 16701, upload-time = "2026-01-09T17:55:04.334Z" }, +] + +[[package]] +name = "graphrc" +version = "1.3.5" +source = { editable = "." } +dependencies = [ + { name = "cclib" }, + { name = "networkx", version = "3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "networkx", version = "3.2.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "networkx", version = "3.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "networkx", version = "3.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "xyzgraph" }, +] + +[package.dev-dependencies] +dev = [ + { name = "pre-commit", version = "3.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "pre-commit", version = "4.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "pre-commit", version = "4.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "pytest", version = "8.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "pytest", version = "9.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "pytest-cov", version = "5.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "pytest-cov", version = "7.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" }, + { name = "ruff" }, + { name = "ty" }, +] + +[package.metadata] +requires-dist = [ + { name = "cclib" }, + { name = "networkx" }, + { name = "numpy" }, + { name = "xyzgraph" }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "pre-commit", specifier = ">=3.5.0" }, + { name = "pytest", specifier = ">=8.3.5" }, + { name = "pytest-cov", specifier = ">=5.0.0" }, + { name = "ruff", specifier = ">=0.14.14" }, + { name = "ty", specifier = ">=0.0.14" }, +] + +[[package]] +name = "identify" +version = "2.6.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/29/bb/25024dbcc93516c492b75919e76f389bac754a3e4248682fba32b250c880/identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98", size = 99097, upload-time = "2024-09-14T23:50:32.513Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7d/0c/4ef72754c050979fdcc06c744715ae70ea37e734816bb6514f79df77a42f/identify-2.6.1-py2.py3-none-any.whl", hash = "sha256:53863bcac7caf8d2ed85bd20312ea5dcfc22226800f6d6881f232d861db5a8f0", size = 98972, upload-time = "2024-09-14T23:50:30.747Z" }, +] + +[[package]] +name = "identify" +version = "2.6.15" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/ff/e7/685de97986c916a6d93b3876139e00eef26ad5bbbd61925d670ae8013449/identify-2.6.15.tar.gz", hash = "sha256:e4f4864b96c6557ef2a1e1c951771838f4edc9df3a72ec7118b338801b11c7bf", size = 99311, upload-time = "2025-10-02T17:43:40.631Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0f/1c/e5fd8f973d4f375adb21565739498e2e9a1e54c858a97b9a8ccfdc81da9b/identify-2.6.15-py2.py3-none-any.whl", hash = "sha256:1181ef7608e00704db228516541eb83a88a9f94433a8c80bb9b5bd54b1d81757", size = 99183, upload-time = "2025-10-02T17:43:39.137Z" }, +] + +[[package]] +name = "identify" +version = "2.6.16" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/5b/8d/e8b97e6bd3fb6fb271346f7981362f1e04d6a7463abd0de79e1fda17c067/identify-2.6.16.tar.gz", hash = "sha256:846857203b5511bbe94d5a352a48ef2359532bc8f6727b5544077a0dcfb24980", size = 99360, upload-time = "2026-01-12T18:58:58.201Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b8/58/40fbbcefeda82364720eba5cf2270f98496bdfa19ea75b4cccae79c698e6/identify-2.6.16-py2.py3-none-any.whl", hash = "sha256:391ee4d77741d994189522896270b787aed8670389bfd60f326d677d64a6dfb0", size = 99202, upload-time = "2026-01-12T18:58:56.627Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/f2/97/ebf4da567aa6827c909642694d71c9fcf53e5b504f2d96afea02718862f3/iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7", size = 4793, upload-time = "2025-03-19T20:09:59.721Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/e1/e6716421ea10d38022b952c159d5161ca1193197fb744506875fbb87ea7b/iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760", size = 6050, upload-time = "2025-03-19T20:10:01.071Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.3.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +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 = "networkx" +version = "3.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/fd/a1/47b974da1a73f063c158a1f4cc33ed0abf7c04f98a19050e80c533c31f0c/networkx-3.1.tar.gz", hash = "sha256:de346335408f84de0eada6ff9fafafff9bcda11f0a0dfaa931133debb146ab61", size = 2021691, upload-time = "2023-04-04T20:07:56.693Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a8/05/9d4f9b78ead6b2661d6e8ea772e111fc4a9fbd866ad0c81906c11206b55e/networkx-3.1-py3-none-any.whl", hash = "sha256:4f33f68cb2afcf86f28a45f43efc27a9386b535d567d2127f8f61d51dec58d36", size = 2072251, upload-time = "2023-04-04T20:07:53.63Z" }, +] + +[[package]] +name = "networkx" +version = "3.2.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/c4/80/a84676339aaae2f1cfdf9f418701dd634aef9cc76f708ef55c36ff39c3ca/networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6", size = 2073928, upload-time = "2023-10-28T08:41:39.364Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d5/f0/8fbc882ca80cf077f1b246c0e3c3465f7f415439bdea6b899f6b19f61f70/networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2", size = 1647772, upload-time = "2023-10-28T08:41:36.945Z" }, +] + +[[package]] +name = "networkx" +version = "3.4.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/fd/1d/06475e1cd5264c0b870ea2cc6fdb3e37177c1e565c43f56ff17a10e3937f/networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1", size = 2151368, upload-time = "2024-10-21T12:39:38.695Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b9/54/dd730b32ea14ea797530a4479b2ed46a6fb250f682a9cfb997e968bf0261/networkx-3.4.2-py3-none-any.whl", hash = "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f", size = 1723263, upload-time = "2024-10-21T12:39:36.247Z" }, +] + +[[package]] +name = "networkx" +version = "3.6.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", +] +sdist = { url = "https://files.pythonhosted.org/packages/6a/51/63fe664f3908c97be9d2e4f1158eb633317598cfa6e1fc14af5383f17512/networkx-3.6.1.tar.gz", hash = "sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509", size = 2517025, upload-time = "2025-12-08T17:02:39.908Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl", hash = "sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762", size = 2068504, upload-time = "2025-12-08T17:02:38.159Z" }, +] + +[[package]] +name = "nodeenv" +version = "1.10.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/24/bf/d1bda4f6168e0b2e9e5958945e01910052158313224ada5ce1fb2e1113b8/nodeenv-1.10.0.tar.gz", hash = "sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb", size = 55611, upload-time = "2025-12-20T14:08:54.006Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827", size = 23438, upload-time = "2025-12-20T14:08:52.782Z" }, +] + +[[package]] +name = "numpy" +version = "1.24.4" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/a4/9b/027bec52c633f6556dba6b722d9a0befb40498b9ceddd29cbe67a45a127c/numpy-1.24.4.tar.gz", hash = "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463", size = 10911229, upload-time = "2023-06-26T13:39:33.218Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6b/80/6cdfb3e275d95155a34659163b83c09e3a3ff9f1456880bec6cc63d71083/numpy-1.24.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64", size = 19789140, upload-time = "2023-06-26T13:22:33.184Z" }, + { url = "https://files.pythonhosted.org/packages/64/5f/3f01d753e2175cfade1013eea08db99ba1ee4bdb147ebcf3623b75d12aa7/numpy-1.24.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1", size = 13854297, upload-time = "2023-06-26T13:22:59.541Z" }, + { url = "https://files.pythonhosted.org/packages/5a/b3/2f9c21d799fa07053ffa151faccdceeb69beec5a010576b8991f614021f7/numpy-1.24.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4", size = 13995611, upload-time = "2023-06-26T13:23:22.167Z" }, + { url = "https://files.pythonhosted.org/packages/10/be/ae5bf4737cb79ba437879915791f6f26d92583c738d7d960ad94e5c36adf/numpy-1.24.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ffe43c74893dbf38c2b0a1f5428760a1a9c98285553c89e12d70a96a7f3a4d6", size = 17282357, upload-time = "2023-06-26T13:23:51.446Z" }, + { url = "https://files.pythonhosted.org/packages/c0/64/908c1087be6285f40e4b3e79454552a701664a079321cff519d8c7051d06/numpy-1.24.4-cp310-cp310-win32.whl", hash = "sha256:4c21decb6ea94057331e111a5bed9a79d335658c27ce2adb580fb4d54f2ad9bc", size = 12429222, upload-time = "2023-06-26T13:24:13.849Z" }, + { url = "https://files.pythonhosted.org/packages/22/55/3d5a7c1142e0d9329ad27cece17933b0e2ab4e54ddc5c1861fbfeb3f7693/numpy-1.24.4-cp310-cp310-win_amd64.whl", hash = "sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e", size = 14841514, upload-time = "2023-06-26T13:24:38.129Z" }, + { url = "https://files.pythonhosted.org/packages/a9/cc/5ed2280a27e5dab12994c884f1f4d8c3bd4d885d02ae9e52a9d213a6a5e2/numpy-1.24.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810", size = 19775508, upload-time = "2023-06-26T13:25:08.882Z" }, + { url = "https://files.pythonhosted.org/packages/c0/bc/77635c657a3668cf652806210b8662e1aff84b818a55ba88257abf6637a8/numpy-1.24.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254", size = 13840033, upload-time = "2023-06-26T13:25:33.417Z" }, + { url = "https://files.pythonhosted.org/packages/a7/4c/96cdaa34f54c05e97c1c50f39f98d608f96f0677a6589e64e53104e22904/numpy-1.24.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:222e40d0e2548690405b0b3c7b21d1169117391c2e82c378467ef9ab4c8f0da7", size = 13991951, upload-time = "2023-06-26T13:25:55.725Z" }, + { url = "https://files.pythonhosted.org/packages/22/97/dfb1a31bb46686f09e68ea6ac5c63fdee0d22d7b23b8f3f7ea07712869ef/numpy-1.24.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7215847ce88a85ce39baf9e89070cb860c98fdddacbaa6c0da3ffb31b3350bd5", size = 17278923, upload-time = "2023-06-26T13:26:25.658Z" }, + { url = "https://files.pythonhosted.org/packages/35/e2/76a11e54139654a324d107da1d98f99e7aa2a7ef97cfd7c631fba7dbde71/numpy-1.24.4-cp311-cp311-win32.whl", hash = "sha256:4979217d7de511a8d57f4b4b5b2b965f707768440c17cb70fbf254c4b225238d", size = 12422446, upload-time = "2023-06-26T13:26:49.302Z" }, + { url = "https://files.pythonhosted.org/packages/d8/ec/ebef2f7d7c28503f958f0f8b992e7ce606fb74f9e891199329d5f5f87404/numpy-1.24.4-cp311-cp311-win_amd64.whl", hash = "sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694", size = 14834466, upload-time = "2023-06-26T13:27:16.029Z" }, + { url = "https://files.pythonhosted.org/packages/11/10/943cfb579f1a02909ff96464c69893b1d25be3731b5d3652c2e0cf1281ea/numpy-1.24.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61", size = 19780722, upload-time = "2023-06-26T13:27:49.573Z" }, + { url = "https://files.pythonhosted.org/packages/a7/ae/f53b7b265fdc701e663fbb322a8e9d4b14d9cb7b2385f45ddfabfc4327e4/numpy-1.24.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f", size = 13843102, upload-time = "2023-06-26T13:28:12.288Z" }, + { url = "https://files.pythonhosted.org/packages/25/6f/2586a50ad72e8dbb1d8381f837008a0321a3516dfd7cb57fc8cf7e4bb06b/numpy-1.24.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e", size = 14039616, upload-time = "2023-06-26T13:28:35.659Z" }, + { url = "https://files.pythonhosted.org/packages/98/5d/5738903efe0ecb73e51eb44feafba32bdba2081263d40c5043568ff60faf/numpy-1.24.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc", size = 17316263, upload-time = "2023-06-26T13:29:09.272Z" }, + { url = "https://files.pythonhosted.org/packages/d1/57/8d328f0b91c733aa9aa7ee540dbc49b58796c862b4fbcb1146c701e888da/numpy-1.24.4-cp38-cp38-win32.whl", hash = "sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2", size = 12455660, upload-time = "2023-06-26T13:29:33.434Z" }, + { url = "https://files.pythonhosted.org/packages/69/65/0d47953afa0ad569d12de5f65d964321c208492064c38fe3b0b9744f8d44/numpy-1.24.4-cp38-cp38-win_amd64.whl", hash = "sha256:692f2e0f55794943c5bfff12b3f56f99af76f902fc47487bdfe97856de51a706", size = 14868112, upload-time = "2023-06-26T13:29:58.385Z" }, + { url = "https://files.pythonhosted.org/packages/9a/cd/d5b0402b801c8a8b56b04c1e85c6165efab298d2f0ab741c2406516ede3a/numpy-1.24.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2541312fbf09977f3b3ad449c4e5f4bb55d0dbf79226d7724211acc905049400", size = 19816549, upload-time = "2023-06-26T13:30:36.976Z" }, + { url = "https://files.pythonhosted.org/packages/14/27/638aaa446f39113a3ed38b37a66243e21b38110d021bfcb940c383e120f2/numpy-1.24.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f", size = 13879950, upload-time = "2023-06-26T13:31:01.787Z" }, + { url = "https://files.pythonhosted.org/packages/8f/27/91894916e50627476cff1a4e4363ab6179d01077d71b9afed41d9e1f18bf/numpy-1.24.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9", size = 14030228, upload-time = "2023-06-26T13:31:26.696Z" }, + { url = "https://files.pythonhosted.org/packages/7a/7c/d7b2a0417af6428440c0ad7cb9799073e507b1a465f827d058b826236964/numpy-1.24.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d", size = 17311170, upload-time = "2023-06-26T13:31:56.615Z" }, + { url = "https://files.pythonhosted.org/packages/18/9d/e02ace5d7dfccee796c37b995c63322674daf88ae2f4a4724c5dd0afcc91/numpy-1.24.4-cp39-cp39-win32.whl", hash = "sha256:6620c0acd41dbcb368610bb2f4d83145674040025e5536954782467100aa8835", size = 12454918, upload-time = "2023-06-26T13:32:16.8Z" }, + { url = "https://files.pythonhosted.org/packages/63/38/6cc19d6b8bfa1d1a459daf2b3fe325453153ca7019976274b6f33d8b5663/numpy-1.24.4-cp39-cp39-win_amd64.whl", hash = "sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8", size = 14867441, upload-time = "2023-06-26T13:32:40.521Z" }, + { url = "https://files.pythonhosted.org/packages/a4/fd/8dff40e25e937c94257455c237b9b6bf5a30d42dd1cc11555533be099492/numpy-1.24.4-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:31f13e25b4e304632a4619d0e0777662c2ffea99fcae2029556b17d8ff958aef", size = 19156590, upload-time = "2023-06-26T13:33:10.36Z" }, + { url = "https://files.pythonhosted.org/packages/42/e7/4bf953c6e05df90c6d351af69966384fed8e988d0e8c54dad7103b59f3ba/numpy-1.24.4-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a", size = 16705744, upload-time = "2023-06-26T13:33:36.703Z" }, + { url = "https://files.pythonhosted.org/packages/fc/dd/9106005eb477d022b60b3817ed5937a43dad8fd1f20b0610ea8a32fcb407/numpy-1.24.4-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2", size = 14734290, upload-time = "2023-06-26T13:34:05.409Z" }, +] + +[[package]] +name = "numpy" +version = "2.0.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/a9/75/10dd1f8116a8b796cb2c737b674e02d02e80454bda953fa7e65d8c12b016/numpy-2.0.2.tar.gz", hash = "sha256:883c987dee1880e2a864ab0dc9892292582510604156762362d9326444636e78", size = 18902015, upload-time = "2024-08-26T20:19:40.945Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/21/91/3495b3237510f79f5d81f2508f9f13fea78ebfdf07538fc7444badda173d/numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece", size = 21165245, upload-time = "2024-08-26T20:04:14.625Z" }, + { url = "https://files.pythonhosted.org/packages/05/33/26178c7d437a87082d11019292dce6d3fe6f0e9026b7b2309cbf3e489b1d/numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04", size = 13738540, upload-time = "2024-08-26T20:04:36.784Z" }, + { url = "https://files.pythonhosted.org/packages/ec/31/cc46e13bf07644efc7a4bf68df2df5fb2a1a88d0cd0da9ddc84dc0033e51/numpy-2.0.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8c5713284ce4e282544c68d1c3b2c7161d38c256d2eefc93c1d683cf47683e66", size = 5300623, upload-time = "2024-08-26T20:04:46.491Z" }, + { url = "https://files.pythonhosted.org/packages/6e/16/7bfcebf27bb4f9d7ec67332ffebee4d1bf085c84246552d52dbb548600e7/numpy-2.0.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:becfae3ddd30736fe1889a37f1f580e245ba79a5855bff5f2a29cb3ccc22dd7b", size = 6901774, upload-time = "2024-08-26T20:04:58.173Z" }, + { url = "https://files.pythonhosted.org/packages/f9/a3/561c531c0e8bf082c5bef509d00d56f82e0ea7e1e3e3a7fc8fa78742a6e5/numpy-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2da5960c3cf0df7eafefd806d4e612c5e19358de82cb3c343631188991566ccd", size = 13907081, upload-time = "2024-08-26T20:05:19.098Z" }, + { url = "https://files.pythonhosted.org/packages/fa/66/f7177ab331876200ac7563a580140643d1179c8b4b6a6b0fc9838de2a9b8/numpy-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:496f71341824ed9f3d2fd36cf3ac57ae2e0165c143b55c3a035ee219413f3318", size = 19523451, upload-time = "2024-08-26T20:05:47.479Z" }, + { url = "https://files.pythonhosted.org/packages/25/7f/0b209498009ad6453e4efc2c65bcdf0ae08a182b2b7877d7ab38a92dc542/numpy-2.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a61ec659f68ae254e4d237816e33171497e978140353c0c2038d46e63282d0c8", size = 19927572, upload-time = "2024-08-26T20:06:17.137Z" }, + { url = "https://files.pythonhosted.org/packages/3e/df/2619393b1e1b565cd2d4c4403bdd979621e2c4dea1f8532754b2598ed63b/numpy-2.0.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d731a1c6116ba289c1e9ee714b08a8ff882944d4ad631fd411106a30f083c326", size = 14400722, upload-time = "2024-08-26T20:06:39.16Z" }, + { url = "https://files.pythonhosted.org/packages/22/ad/77e921b9f256d5da36424ffb711ae79ca3f451ff8489eeca544d0701d74a/numpy-2.0.2-cp310-cp310-win32.whl", hash = "sha256:984d96121c9f9616cd33fbd0618b7f08e0cfc9600a7ee1d6fd9b239186d19d97", size = 6472170, upload-time = "2024-08-26T20:06:50.361Z" }, + { url = "https://files.pythonhosted.org/packages/10/05/3442317535028bc29cf0c0dd4c191a4481e8376e9f0db6bcf29703cadae6/numpy-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:c7b0be4ef08607dd04da4092faee0b86607f111d5ae68036f16cc787e250a131", size = 15905558, upload-time = "2024-08-26T20:07:13.881Z" }, + { url = "https://files.pythonhosted.org/packages/8b/cf/034500fb83041aa0286e0fb16e7c76e5c8b67c0711bb6e9e9737a717d5fe/numpy-2.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:49ca4decb342d66018b01932139c0961a8f9ddc7589611158cb3c27cbcf76448", size = 21169137, upload-time = "2024-08-26T20:07:45.345Z" }, + { url = "https://files.pythonhosted.org/packages/4a/d9/32de45561811a4b87fbdee23b5797394e3d1504b4a7cf40c10199848893e/numpy-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:11a76c372d1d37437857280aa142086476136a8c0f373b2e648ab2c8f18fb195", size = 13703552, upload-time = "2024-08-26T20:08:06.666Z" }, + { url = "https://files.pythonhosted.org/packages/c1/ca/2f384720020c7b244d22508cb7ab23d95f179fcfff33c31a6eeba8d6c512/numpy-2.0.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:807ec44583fd708a21d4a11d94aedf2f4f3c3719035c76a2bbe1fe8e217bdc57", size = 5298957, upload-time = "2024-08-26T20:08:15.83Z" }, + { url = "https://files.pythonhosted.org/packages/0e/78/a3e4f9fb6aa4e6fdca0c5428e8ba039408514388cf62d89651aade838269/numpy-2.0.2-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8cafab480740e22f8d833acefed5cc87ce276f4ece12fdaa2e8903db2f82897a", size = 6905573, upload-time = "2024-08-26T20:08:27.185Z" }, + { url = "https://files.pythonhosted.org/packages/a0/72/cfc3a1beb2caf4efc9d0b38a15fe34025230da27e1c08cc2eb9bfb1c7231/numpy-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a15f476a45e6e5a3a79d8a14e62161d27ad897381fecfa4a09ed5322f2085669", size = 13914330, upload-time = "2024-08-26T20:08:48.058Z" }, + { url = "https://files.pythonhosted.org/packages/ba/a8/c17acf65a931ce551fee11b72e8de63bf7e8a6f0e21add4c937c83563538/numpy-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13e689d772146140a252c3a28501da66dfecd77490b498b168b501835041f951", size = 19534895, upload-time = "2024-08-26T20:09:16.536Z" }, + { url = "https://files.pythonhosted.org/packages/ba/86/8767f3d54f6ae0165749f84648da9dcc8cd78ab65d415494962c86fac80f/numpy-2.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:9ea91dfb7c3d1c56a0e55657c0afb38cf1eeae4544c208dc465c3c9f3a7c09f9", size = 19937253, upload-time = "2024-08-26T20:09:46.263Z" }, + { url = "https://files.pythonhosted.org/packages/df/87/f76450e6e1c14e5bb1eae6836478b1028e096fd02e85c1c37674606ab752/numpy-2.0.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c1c9307701fec8f3f7a1e6711f9089c06e6284b3afbbcd259f7791282d660a15", size = 14414074, upload-time = "2024-08-26T20:10:08.483Z" }, + { url = "https://files.pythonhosted.org/packages/5c/ca/0f0f328e1e59f73754f06e1adfb909de43726d4f24c6a3f8805f34f2b0fa/numpy-2.0.2-cp311-cp311-win32.whl", hash = "sha256:a392a68bd329eafac5817e5aefeb39038c48b671afd242710b451e76090e81f4", size = 6470640, upload-time = "2024-08-26T20:10:19.732Z" }, + { url = "https://files.pythonhosted.org/packages/eb/57/3a3f14d3a759dcf9bf6e9eda905794726b758819df4663f217d658a58695/numpy-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:286cd40ce2b7d652a6f22efdfc6d1edf879440e53e76a75955bc0c826c7e64dc", size = 15910230, upload-time = "2024-08-26T20:10:43.413Z" }, + { url = "https://files.pythonhosted.org/packages/45/40/2e117be60ec50d98fa08c2f8c48e09b3edea93cfcabd5a9ff6925d54b1c2/numpy-2.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:df55d490dea7934f330006d0f81e8551ba6010a5bf035a249ef61a94f21c500b", size = 20895803, upload-time = "2024-08-26T20:11:13.916Z" }, + { url = "https://files.pythonhosted.org/packages/46/92/1b8b8dee833f53cef3e0a3f69b2374467789e0bb7399689582314df02651/numpy-2.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8df823f570d9adf0978347d1f926b2a867d5608f434a7cff7f7908c6570dcf5e", size = 13471835, upload-time = "2024-08-26T20:11:34.779Z" }, + { url = "https://files.pythonhosted.org/packages/7f/19/e2793bde475f1edaea6945be141aef6c8b4c669b90c90a300a8954d08f0a/numpy-2.0.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9a92ae5c14811e390f3767053ff54eaee3bf84576d99a2456391401323f4ec2c", size = 5038499, upload-time = "2024-08-26T20:11:43.902Z" }, + { url = "https://files.pythonhosted.org/packages/e3/ff/ddf6dac2ff0dd50a7327bcdba45cb0264d0e96bb44d33324853f781a8f3c/numpy-2.0.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:a842d573724391493a97a62ebbb8e731f8a5dcc5d285dfc99141ca15a3302d0c", size = 6633497, upload-time = "2024-08-26T20:11:55.09Z" }, + { url = "https://files.pythonhosted.org/packages/72/21/67f36eac8e2d2cd652a2e69595a54128297cdcb1ff3931cfc87838874bd4/numpy-2.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05e238064fc0610c840d1cf6a13bf63d7e391717d247f1bf0318172e759e692", size = 13621158, upload-time = "2024-08-26T20:12:14.95Z" }, + { url = "https://files.pythonhosted.org/packages/39/68/e9f1126d757653496dbc096cb429014347a36b228f5a991dae2c6b6cfd40/numpy-2.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0123ffdaa88fa4ab64835dcbde75dcdf89c453c922f18dced6e27c90d1d0ec5a", size = 19236173, upload-time = "2024-08-26T20:12:44.049Z" }, + { url = "https://files.pythonhosted.org/packages/d1/e9/1f5333281e4ebf483ba1c888b1d61ba7e78d7e910fdd8e6499667041cc35/numpy-2.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:96a55f64139912d61de9137f11bf39a55ec8faec288c75a54f93dfd39f7eb40c", size = 19634174, upload-time = "2024-08-26T20:13:13.634Z" }, + { url = "https://files.pythonhosted.org/packages/71/af/a469674070c8d8408384e3012e064299f7a2de540738a8e414dcfd639996/numpy-2.0.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ec9852fb39354b5a45a80bdab5ac02dd02b15f44b3804e9f00c556bf24b4bded", size = 14099701, upload-time = "2024-08-26T20:13:34.851Z" }, + { url = "https://files.pythonhosted.org/packages/d0/3d/08ea9f239d0e0e939b6ca52ad403c84a2bce1bde301a8eb4888c1c1543f1/numpy-2.0.2-cp312-cp312-win32.whl", hash = "sha256:671bec6496f83202ed2d3c8fdc486a8fc86942f2e69ff0e986140339a63bcbe5", size = 6174313, upload-time = "2024-08-26T20:13:45.653Z" }, + { url = "https://files.pythonhosted.org/packages/b2/b5/4ac39baebf1fdb2e72585c8352c56d063b6126be9fc95bd2bb5ef5770c20/numpy-2.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:cfd41e13fdc257aa5778496b8caa5e856dc4896d4ccf01841daee1d96465467a", size = 15606179, upload-time = "2024-08-26T20:14:08.786Z" }, + { url = "https://files.pythonhosted.org/packages/43/c1/41c8f6df3162b0c6ffd4437d729115704bd43363de0090c7f913cfbc2d89/numpy-2.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9059e10581ce4093f735ed23f3b9d283b9d517ff46009ddd485f1747eb22653c", size = 21169942, upload-time = "2024-08-26T20:14:40.108Z" }, + { url = "https://files.pythonhosted.org/packages/39/bc/fd298f308dcd232b56a4031fd6ddf11c43f9917fbc937e53762f7b5a3bb1/numpy-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:423e89b23490805d2a5a96fe40ec507407b8ee786d66f7328be214f9679df6dd", size = 13711512, upload-time = "2024-08-26T20:15:00.985Z" }, + { url = "https://files.pythonhosted.org/packages/96/ff/06d1aa3eeb1c614eda245c1ba4fb88c483bee6520d361641331872ac4b82/numpy-2.0.2-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:2b2955fa6f11907cf7a70dab0d0755159bca87755e831e47932367fc8f2f2d0b", size = 5306976, upload-time = "2024-08-26T20:15:10.876Z" }, + { url = "https://files.pythonhosted.org/packages/2d/98/121996dcfb10a6087a05e54453e28e58694a7db62c5a5a29cee14c6e047b/numpy-2.0.2-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:97032a27bd9d8988b9a97a8c4d2c9f2c15a81f61e2f21404d7e8ef00cb5be729", size = 6906494, upload-time = "2024-08-26T20:15:22.055Z" }, + { url = "https://files.pythonhosted.org/packages/15/31/9dffc70da6b9bbf7968f6551967fc21156207366272c2a40b4ed6008dc9b/numpy-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e795a8be3ddbac43274f18588329c72939870a16cae810c2b73461c40718ab1", size = 13912596, upload-time = "2024-08-26T20:15:42.452Z" }, + { url = "https://files.pythonhosted.org/packages/b9/14/78635daab4b07c0930c919d451b8bf8c164774e6a3413aed04a6d95758ce/numpy-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26b258c385842546006213344c50655ff1555a9338e2e5e02a0756dc3e803dd", size = 19526099, upload-time = "2024-08-26T20:16:11.048Z" }, + { url = "https://files.pythonhosted.org/packages/26/4c/0eeca4614003077f68bfe7aac8b7496f04221865b3a5e7cb230c9d055afd/numpy-2.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5fec9451a7789926bcf7c2b8d187292c9f93ea30284802a0ab3f5be8ab36865d", size = 19932823, upload-time = "2024-08-26T20:16:40.171Z" }, + { url = "https://files.pythonhosted.org/packages/f1/46/ea25b98b13dccaebddf1a803f8c748680d972e00507cd9bc6dcdb5aa2ac1/numpy-2.0.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:9189427407d88ff25ecf8f12469d4d39d35bee1db5d39fc5c168c6f088a6956d", size = 14404424, upload-time = "2024-08-26T20:17:02.604Z" }, + { url = "https://files.pythonhosted.org/packages/c8/a6/177dd88d95ecf07e722d21008b1b40e681a929eb9e329684d449c36586b2/numpy-2.0.2-cp39-cp39-win32.whl", hash = "sha256:905d16e0c60200656500c95b6b8dca5d109e23cb24abc701d41c02d74c6b3afa", size = 6476809, upload-time = "2024-08-26T20:17:13.553Z" }, + { url = "https://files.pythonhosted.org/packages/ea/2b/7fc9f4e7ae5b507c1a3a21f0f15ed03e794c1242ea8a242ac158beb56034/numpy-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:a3f4ab0caa7f053f6797fcd4e1e25caee367db3112ef2b6ef82d749530768c73", size = 15911314, upload-time = "2024-08-26T20:17:36.72Z" }, + { url = "https://files.pythonhosted.org/packages/8f/3b/df5a870ac6a3be3a86856ce195ef42eec7ae50d2a202be1f5a4b3b340e14/numpy-2.0.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7f0a0c6f12e07fa94133c8a67404322845220c06a9e80e85999afe727f7438b8", size = 21025288, upload-time = "2024-08-26T20:18:07.732Z" }, + { url = "https://files.pythonhosted.org/packages/2c/97/51af92f18d6f6f2d9ad8b482a99fb74e142d71372da5d834b3a2747a446e/numpy-2.0.2-pp39-pypy39_pp73-macosx_14_0_x86_64.whl", hash = "sha256:312950fdd060354350ed123c0e25a71327d3711584beaef30cdaa93320c392d4", size = 6762793, upload-time = "2024-08-26T20:18:19.125Z" }, + { url = "https://files.pythonhosted.org/packages/12/46/de1fbd0c1b5ccaa7f9a005b66761533e2f6a3e560096682683a223631fe9/numpy-2.0.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26df23238872200f63518dd2aa984cfca675d82469535dc7162dc2ee52d9dd5c", size = 19334885, upload-time = "2024-08-26T20:18:47.237Z" }, + { url = "https://files.pythonhosted.org/packages/cc/dc/d330a6faefd92b446ec0f0dfea4c3207bb1fef3c4771d19cf4543efd2c78/numpy-2.0.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:a46288ec55ebbd58947d31d72be2c63cbf839f0a63b49cb755022310792a3385", size = 15828784, upload-time = "2024-08-26T20:19:11.19Z" }, +] + +[[package]] +name = "numpy" +version = "2.2.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440, upload-time = "2025-05-17T22:38:04.611Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9a/3e/ed6db5be21ce87955c0cbd3009f2803f59fa08df21b5df06862e2d8e2bdd/numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb", size = 21165245, upload-time = "2025-05-17T21:27:58.555Z" }, + { url = "https://files.pythonhosted.org/packages/22/c2/4b9221495b2a132cc9d2eb862e21d42a009f5a60e45fc44b00118c174bff/numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90", size = 14360048, upload-time = "2025-05-17T21:28:21.406Z" }, + { url = "https://files.pythonhosted.org/packages/fd/77/dc2fcfc66943c6410e2bf598062f5959372735ffda175b39906d54f02349/numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163", size = 5340542, upload-time = "2025-05-17T21:28:30.931Z" }, + { url = "https://files.pythonhosted.org/packages/7a/4f/1cb5fdc353a5f5cc7feb692db9b8ec2c3d6405453f982435efc52561df58/numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf", size = 6878301, upload-time = "2025-05-17T21:28:41.613Z" }, + { url = "https://files.pythonhosted.org/packages/eb/17/96a3acd228cec142fcb8723bd3cc39c2a474f7dcf0a5d16731980bcafa95/numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83", size = 14297320, upload-time = "2025-05-17T21:29:02.78Z" }, + { url = "https://files.pythonhosted.org/packages/b4/63/3de6a34ad7ad6646ac7d2f55ebc6ad439dbbf9c4370017c50cf403fb19b5/numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915", size = 16801050, upload-time = "2025-05-17T21:29:27.675Z" }, + { url = "https://files.pythonhosted.org/packages/07/b6/89d837eddef52b3d0cec5c6ba0456c1bf1b9ef6a6672fc2b7873c3ec4e2e/numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680", size = 15807034, upload-time = "2025-05-17T21:29:51.102Z" }, + { url = "https://files.pythonhosted.org/packages/01/c8/dc6ae86e3c61cfec1f178e5c9f7858584049b6093f843bca541f94120920/numpy-2.2.6-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289", size = 18614185, upload-time = "2025-05-17T21:30:18.703Z" }, + { url = "https://files.pythonhosted.org/packages/5b/c5/0064b1b7e7c89137b471ccec1fd2282fceaae0ab3a9550f2568782d80357/numpy-2.2.6-cp310-cp310-win32.whl", hash = "sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d", size = 6527149, upload-time = "2025-05-17T21:30:29.788Z" }, + { url = "https://files.pythonhosted.org/packages/a3/dd/4b822569d6b96c39d1215dbae0582fd99954dcbcf0c1a13c61783feaca3f/numpy-2.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3", size = 12904620, upload-time = "2025-05-17T21:30:48.994Z" }, + { url = "https://files.pythonhosted.org/packages/da/a8/4f83e2aa666a9fbf56d6118faaaf5f1974d456b1823fda0a176eff722839/numpy-2.2.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae", size = 21176963, upload-time = "2025-05-17T21:31:19.36Z" }, + { url = "https://files.pythonhosted.org/packages/b3/2b/64e1affc7972decb74c9e29e5649fac940514910960ba25cd9af4488b66c/numpy-2.2.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a", size = 14406743, upload-time = "2025-05-17T21:31:41.087Z" }, + { url = "https://files.pythonhosted.org/packages/4a/9f/0121e375000b5e50ffdd8b25bf78d8e1a5aa4cca3f185d41265198c7b834/numpy-2.2.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42", size = 5352616, upload-time = "2025-05-17T21:31:50.072Z" }, + { url = "https://files.pythonhosted.org/packages/31/0d/b48c405c91693635fbe2dcd7bc84a33a602add5f63286e024d3b6741411c/numpy-2.2.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491", size = 6889579, upload-time = "2025-05-17T21:32:01.712Z" }, + { url = "https://files.pythonhosted.org/packages/52/b8/7f0554d49b565d0171eab6e99001846882000883998e7b7d9f0d98b1f934/numpy-2.2.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a", size = 14312005, upload-time = "2025-05-17T21:32:23.332Z" }, + { url = "https://files.pythonhosted.org/packages/b3/dd/2238b898e51bd6d389b7389ffb20d7f4c10066d80351187ec8e303a5a475/numpy-2.2.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf", size = 16821570, upload-time = "2025-05-17T21:32:47.991Z" }, + { url = "https://files.pythonhosted.org/packages/83/6c/44d0325722cf644f191042bf47eedad61c1e6df2432ed65cbe28509d404e/numpy-2.2.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1", size = 15818548, upload-time = "2025-05-17T21:33:11.728Z" }, + { url = "https://files.pythonhosted.org/packages/ae/9d/81e8216030ce66be25279098789b665d49ff19eef08bfa8cb96d4957f422/numpy-2.2.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab", size = 18620521, upload-time = "2025-05-17T21:33:39.139Z" }, + { url = "https://files.pythonhosted.org/packages/6a/fd/e19617b9530b031db51b0926eed5345ce8ddc669bb3bc0044b23e275ebe8/numpy-2.2.6-cp311-cp311-win32.whl", hash = "sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47", size = 6525866, upload-time = "2025-05-17T21:33:50.273Z" }, + { url = "https://files.pythonhosted.org/packages/31/0a/f354fb7176b81747d870f7991dc763e157a934c717b67b58456bc63da3df/numpy-2.2.6-cp311-cp311-win_amd64.whl", hash = "sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303", size = 12907455, upload-time = "2025-05-17T21:34:09.135Z" }, + { url = "https://files.pythonhosted.org/packages/82/5d/c00588b6cf18e1da539b45d3598d3557084990dcc4331960c15ee776ee41/numpy-2.2.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff", size = 20875348, upload-time = "2025-05-17T21:34:39.648Z" }, + { url = "https://files.pythonhosted.org/packages/66/ee/560deadcdde6c2f90200450d5938f63a34b37e27ebff162810f716f6a230/numpy-2.2.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c", size = 14119362, upload-time = "2025-05-17T21:35:01.241Z" }, + { url = "https://files.pythonhosted.org/packages/3c/65/4baa99f1c53b30adf0acd9a5519078871ddde8d2339dc5a7fde80d9d87da/numpy-2.2.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3", size = 5084103, upload-time = "2025-05-17T21:35:10.622Z" }, + { url = "https://files.pythonhosted.org/packages/cc/89/e5a34c071a0570cc40c9a54eb472d113eea6d002e9ae12bb3a8407fb912e/numpy-2.2.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282", size = 6625382, upload-time = "2025-05-17T21:35:21.414Z" }, + { url = "https://files.pythonhosted.org/packages/f8/35/8c80729f1ff76b3921d5c9487c7ac3de9b2a103b1cd05e905b3090513510/numpy-2.2.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87", size = 14018462, upload-time = "2025-05-17T21:35:42.174Z" }, + { url = "https://files.pythonhosted.org/packages/8c/3d/1e1db36cfd41f895d266b103df00ca5b3cbe965184df824dec5c08c6b803/numpy-2.2.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249", size = 16527618, upload-time = "2025-05-17T21:36:06.711Z" }, + { url = "https://files.pythonhosted.org/packages/61/c6/03ed30992602c85aa3cd95b9070a514f8b3c33e31124694438d88809ae36/numpy-2.2.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49", size = 15505511, upload-time = "2025-05-17T21:36:29.965Z" }, + { url = "https://files.pythonhosted.org/packages/b7/25/5761d832a81df431e260719ec45de696414266613c9ee268394dd5ad8236/numpy-2.2.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de", size = 18313783, upload-time = "2025-05-17T21:36:56.883Z" }, + { url = "https://files.pythonhosted.org/packages/57/0a/72d5a3527c5ebffcd47bde9162c39fae1f90138c961e5296491ce778e682/numpy-2.2.6-cp312-cp312-win32.whl", hash = "sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4", size = 6246506, upload-time = "2025-05-17T21:37:07.368Z" }, + { url = "https://files.pythonhosted.org/packages/36/fa/8c9210162ca1b88529ab76b41ba02d433fd54fecaf6feb70ef9f124683f1/numpy-2.2.6-cp312-cp312-win_amd64.whl", hash = "sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2", size = 12614190, upload-time = "2025-05-17T21:37:26.213Z" }, + { url = "https://files.pythonhosted.org/packages/f9/5c/6657823f4f594f72b5471f1db1ab12e26e890bb2e41897522d134d2a3e81/numpy-2.2.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84", size = 20867828, upload-time = "2025-05-17T21:37:56.699Z" }, + { url = "https://files.pythonhosted.org/packages/dc/9e/14520dc3dadf3c803473bd07e9b2bd1b69bc583cb2497b47000fed2fa92f/numpy-2.2.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b", size = 14143006, upload-time = "2025-05-17T21:38:18.291Z" }, + { url = "https://files.pythonhosted.org/packages/4f/06/7e96c57d90bebdce9918412087fc22ca9851cceaf5567a45c1f404480e9e/numpy-2.2.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d", size = 5076765, upload-time = "2025-05-17T21:38:27.319Z" }, + { url = "https://files.pythonhosted.org/packages/73/ed/63d920c23b4289fdac96ddbdd6132e9427790977d5457cd132f18e76eae0/numpy-2.2.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566", size = 6617736, upload-time = "2025-05-17T21:38:38.141Z" }, + { url = "https://files.pythonhosted.org/packages/85/c5/e19c8f99d83fd377ec8c7e0cf627a8049746da54afc24ef0a0cb73d5dfb5/numpy-2.2.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f", size = 14010719, upload-time = "2025-05-17T21:38:58.433Z" }, + { url = "https://files.pythonhosted.org/packages/19/49/4df9123aafa7b539317bf6d342cb6d227e49f7a35b99c287a6109b13dd93/numpy-2.2.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f", size = 16526072, upload-time = "2025-05-17T21:39:22.638Z" }, + { url = "https://files.pythonhosted.org/packages/b2/6c/04b5f47f4f32f7c2b0e7260442a8cbcf8168b0e1a41ff1495da42f42a14f/numpy-2.2.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868", size = 15503213, upload-time = "2025-05-17T21:39:45.865Z" }, + { url = "https://files.pythonhosted.org/packages/17/0a/5cd92e352c1307640d5b6fec1b2ffb06cd0dabe7d7b8227f97933d378422/numpy-2.2.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d", size = 18316632, upload-time = "2025-05-17T21:40:13.331Z" }, + { url = "https://files.pythonhosted.org/packages/f0/3b/5cba2b1d88760ef86596ad0f3d484b1cbff7c115ae2429678465057c5155/numpy-2.2.6-cp313-cp313-win32.whl", hash = "sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd", size = 6244532, upload-time = "2025-05-17T21:43:46.099Z" }, + { url = "https://files.pythonhosted.org/packages/cb/3b/d58c12eafcb298d4e6d0d40216866ab15f59e55d148a5658bb3132311fcf/numpy-2.2.6-cp313-cp313-win_amd64.whl", hash = "sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c", size = 12610885, upload-time = "2025-05-17T21:44:05.145Z" }, + { url = "https://files.pythonhosted.org/packages/6b/9e/4bf918b818e516322db999ac25d00c75788ddfd2d2ade4fa66f1f38097e1/numpy-2.2.6-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6", size = 20963467, upload-time = "2025-05-17T21:40:44Z" }, + { url = "https://files.pythonhosted.org/packages/61/66/d2de6b291507517ff2e438e13ff7b1e2cdbdb7cb40b3ed475377aece69f9/numpy-2.2.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda", size = 14225144, upload-time = "2025-05-17T21:41:05.695Z" }, + { url = "https://files.pythonhosted.org/packages/e4/25/480387655407ead912e28ba3a820bc69af9adf13bcbe40b299d454ec011f/numpy-2.2.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40", size = 5200217, upload-time = "2025-05-17T21:41:15.903Z" }, + { url = "https://files.pythonhosted.org/packages/aa/4a/6e313b5108f53dcbf3aca0c0f3e9c92f4c10ce57a0a721851f9785872895/numpy-2.2.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8", size = 6712014, upload-time = "2025-05-17T21:41:27.321Z" }, + { url = "https://files.pythonhosted.org/packages/b7/30/172c2d5c4be71fdf476e9de553443cf8e25feddbe185e0bd88b096915bcc/numpy-2.2.6-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f", size = 14077935, upload-time = "2025-05-17T21:41:49.738Z" }, + { url = "https://files.pythonhosted.org/packages/12/fb/9e743f8d4e4d3c710902cf87af3512082ae3d43b945d5d16563f26ec251d/numpy-2.2.6-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa", size = 16600122, upload-time = "2025-05-17T21:42:14.046Z" }, + { url = "https://files.pythonhosted.org/packages/12/75/ee20da0e58d3a66f204f38916757e01e33a9737d0b22373b3eb5a27358f9/numpy-2.2.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571", size = 15586143, upload-time = "2025-05-17T21:42:37.464Z" }, + { url = "https://files.pythonhosted.org/packages/76/95/bef5b37f29fc5e739947e9ce5179ad402875633308504a52d188302319c8/numpy-2.2.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1", size = 18385260, upload-time = "2025-05-17T21:43:05.189Z" }, + { url = "https://files.pythonhosted.org/packages/09/04/f2f83279d287407cf36a7a8053a5abe7be3622a4363337338f2585e4afda/numpy-2.2.6-cp313-cp313t-win32.whl", hash = "sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff", size = 6377225, upload-time = "2025-05-17T21:43:16.254Z" }, + { url = "https://files.pythonhosted.org/packages/67/0e/35082d13c09c02c011cf21570543d202ad929d961c02a147493cb0c2bdf5/numpy-2.2.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06", size = 12771374, upload-time = "2025-05-17T21:43:35.479Z" }, + { url = "https://files.pythonhosted.org/packages/9e/3b/d94a75f4dbf1ef5d321523ecac21ef23a3cd2ac8b78ae2aac40873590229/numpy-2.2.6-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d", size = 21040391, upload-time = "2025-05-17T21:44:35.948Z" }, + { url = "https://files.pythonhosted.org/packages/17/f4/09b2fa1b58f0fb4f7c7963a1649c64c4d315752240377ed74d9cd878f7b5/numpy-2.2.6-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db", size = 6786754, upload-time = "2025-05-17T21:44:47.446Z" }, + { url = "https://files.pythonhosted.org/packages/af/30/feba75f143bdc868a1cc3f44ccfa6c4b9ec522b36458e738cd00f67b573f/numpy-2.2.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543", size = 16643476, upload-time = "2025-05-17T21:45:11.871Z" }, + { url = "https://files.pythonhosted.org/packages/37/48/ac2a9584402fb6c0cd5b5d1a91dcf176b15760130dd386bbafdbfe3640bf/numpy-2.2.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00", size = 12812666, upload-time = "2025-05-17T21:45:31.426Z" }, +] + +[[package]] +name = "numpy" +version = "2.4.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", +] +sdist = { url = "https://files.pythonhosted.org/packages/24/62/ae72ff66c0f1fd959925b4c11f8c2dea61f47f6acaea75a08512cdfe3fed/numpy-2.4.1.tar.gz", hash = "sha256:a1ceafc5042451a858231588a104093474c6a5c57dcc724841f5c888d237d690", size = 20721320, upload-time = "2026-01-10T06:44:59.619Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a5/34/2b1bc18424f3ad9af577f6ce23600319968a70575bd7db31ce66731bbef9/numpy-2.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0cce2a669e3c8ba02ee563c7835f92c153cf02edff1ae05e1823f1dde21b16a5", size = 16944563, upload-time = "2026-01-10T06:42:14.615Z" }, + { url = "https://files.pythonhosted.org/packages/2c/57/26e5f97d075aef3794045a6ca9eada6a4ed70eb9a40e7a4a93f9ac80d704/numpy-2.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:899d2c18024984814ac7e83f8f49d8e8180e2fbe1b2e252f2e7f1d06bea92425", size = 12645658, upload-time = "2026-01-10T06:42:17.298Z" }, + { url = "https://files.pythonhosted.org/packages/8e/ba/80fc0b1e3cb2fd5c6143f00f42eb67762aa043eaa05ca924ecc3222a7849/numpy-2.4.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:09aa8a87e45b55a1c2c205d42e2808849ece5c484b2aab11fecabec3841cafba", size = 5474132, upload-time = "2026-01-10T06:42:19.637Z" }, + { url = "https://files.pythonhosted.org/packages/40/ae/0a5b9a397f0e865ec171187c78d9b57e5588afc439a04ba9cab1ebb2c945/numpy-2.4.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:edee228f76ee2dab4579fad6f51f6a305de09d444280109e0f75df247ff21501", size = 6804159, upload-time = "2026-01-10T06:42:21.44Z" }, + { url = "https://files.pythonhosted.org/packages/86/9c/841c15e691c7085caa6fd162f063eff494099c8327aeccd509d1ab1e36ab/numpy-2.4.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a92f227dbcdc9e4c3e193add1a189a9909947d4f8504c576f4a732fd0b54240a", size = 14708058, upload-time = "2026-01-10T06:42:23.546Z" }, + { url = "https://files.pythonhosted.org/packages/5d/9d/7862db06743f489e6a502a3b93136d73aea27d97b2cf91504f70a27501d6/numpy-2.4.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:538bf4ec353709c765ff75ae616c34d3c3dca1a68312727e8f2676ea644f8509", size = 16651501, upload-time = "2026-01-10T06:42:25.909Z" }, + { url = "https://files.pythonhosted.org/packages/a6/9c/6fc34ebcbd4015c6e5f0c0ce38264010ce8a546cb6beacb457b84a75dfc8/numpy-2.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ac08c63cb7779b85e9d5318e6c3518b424bc1f364ac4cb2c6136f12e5ff2dccc", size = 16492627, upload-time = "2026-01-10T06:42:28.938Z" }, + { url = "https://files.pythonhosted.org/packages/aa/63/2494a8597502dacda439f61b3c0db4da59928150e62be0e99395c3ad23c5/numpy-2.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4f9c360ecef085e5841c539a9a12b883dff005fbd7ce46722f5e9cef52634d82", size = 18585052, upload-time = "2026-01-10T06:42:31.312Z" }, + { url = "https://files.pythonhosted.org/packages/6a/93/098e1162ae7522fc9b618d6272b77404c4656c72432ecee3abc029aa3de0/numpy-2.4.1-cp311-cp311-win32.whl", hash = "sha256:0f118ce6b972080ba0758c6087c3617b5ba243d806268623dc34216d69099ba0", size = 6236575, upload-time = "2026-01-10T06:42:33.872Z" }, + { url = "https://files.pythonhosted.org/packages/8c/de/f5e79650d23d9e12f38a7bc6b03ea0835b9575494f8ec94c11c6e773b1b1/numpy-2.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:18e14c4d09d55eef39a6ab5b08406e84bc6869c1e34eef45564804f90b7e0574", size = 12604479, upload-time = "2026-01-10T06:42:35.778Z" }, + { url = "https://files.pythonhosted.org/packages/dd/65/e1097a7047cff12ce3369bd003811516b20ba1078dbdec135e1cd7c16c56/numpy-2.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:6461de5113088b399d655d45c3897fa188766415d0f568f175ab071c8873bd73", size = 10578325, upload-time = "2026-01-10T06:42:38.518Z" }, + { url = "https://files.pythonhosted.org/packages/78/7f/ec53e32bf10c813604edf07a3682616bd931d026fcde7b6d13195dfb684a/numpy-2.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d3703409aac693fa82c0aee023a1ae06a6e9d065dba10f5e8e80f642f1e9d0a2", size = 16656888, upload-time = "2026-01-10T06:42:40.913Z" }, + { url = "https://files.pythonhosted.org/packages/b8/e0/1f9585d7dae8f14864e948fd7fa86c6cb72dee2676ca2748e63b1c5acfe0/numpy-2.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7211b95ca365519d3596a1d8688a95874cc94219d417504d9ecb2df99fa7bfa8", size = 12373956, upload-time = "2026-01-10T06:42:43.091Z" }, + { url = "https://files.pythonhosted.org/packages/8e/43/9762e88909ff2326f5e7536fa8cb3c49fb03a7d92705f23e6e7f553d9cb3/numpy-2.4.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:5adf01965456a664fc727ed69cc71848f28d063217c63e1a0e200a118d5eec9a", size = 5202567, upload-time = "2026-01-10T06:42:45.107Z" }, + { url = "https://files.pythonhosted.org/packages/4b/ee/34b7930eb61e79feb4478800a4b95b46566969d837546aa7c034c742ef98/numpy-2.4.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:26f0bcd9c79a00e339565b303badc74d3ea2bd6d52191eeca5f95936cad107d0", size = 6549459, upload-time = "2026-01-10T06:42:48.152Z" }, + { url = "https://files.pythonhosted.org/packages/79/e3/5f115fae982565771be994867c89bcd8d7208dbfe9469185497d70de5ddf/numpy-2.4.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0093e85df2960d7e4049664b26afc58b03236e967fb942354deef3208857a04c", size = 14404859, upload-time = "2026-01-10T06:42:49.947Z" }, + { url = "https://files.pythonhosted.org/packages/d9/7d/9c8a781c88933725445a859cac5d01b5871588a15969ee6aeb618ba99eee/numpy-2.4.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7ad270f438cbdd402c364980317fb6b117d9ec5e226fff5b4148dd9aa9fc6e02", size = 16371419, upload-time = "2026-01-10T06:42:52.409Z" }, + { url = "https://files.pythonhosted.org/packages/a6/d2/8aa084818554543f17cf4162c42f162acbd3bb42688aefdba6628a859f77/numpy-2.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:297c72b1b98100c2e8f873d5d35fb551fce7040ade83d67dd51d38c8d42a2162", size = 16182131, upload-time = "2026-01-10T06:42:54.694Z" }, + { url = "https://files.pythonhosted.org/packages/60/db/0425216684297c58a8df35f3284ef56ec4a043e6d283f8a59c53562caf1b/numpy-2.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:cf6470d91d34bf669f61d515499859fa7a4c2f7c36434afb70e82df7217933f9", size = 18295342, upload-time = "2026-01-10T06:42:56.991Z" }, + { url = "https://files.pythonhosted.org/packages/31/4c/14cb9d86240bd8c386c881bafbe43f001284b7cce3bc01623ac9475da163/numpy-2.4.1-cp312-cp312-win32.whl", hash = "sha256:b6bcf39112e956594b3331316d90c90c90fb961e39696bda97b89462f5f3943f", size = 5959015, upload-time = "2026-01-10T06:42:59.631Z" }, + { url = "https://files.pythonhosted.org/packages/51/cf/52a703dbeb0c65807540d29699fef5fda073434ff61846a564d5c296420f/numpy-2.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:e1a27bb1b2dee45a2a53f5ca6ff2d1a7f135287883a1689e930d44d1ff296c87", size = 12310730, upload-time = "2026-01-10T06:43:01.627Z" }, + { url = "https://files.pythonhosted.org/packages/69/80/a828b2d0ade5e74a9fe0f4e0a17c30fdc26232ad2bc8c9f8b3197cf7cf18/numpy-2.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:0e6e8f9d9ecf95399982019c01223dc130542960a12edfa8edd1122dfa66a8a8", size = 10312166, upload-time = "2026-01-10T06:43:03.673Z" }, + { url = "https://files.pythonhosted.org/packages/04/68/732d4b7811c00775f3bd522a21e8dd5a23f77eb11acdeb663e4a4ebf0ef4/numpy-2.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d797454e37570cfd61143b73b8debd623c3c0952959adb817dd310a483d58a1b", size = 16652495, upload-time = "2026-01-10T06:43:06.283Z" }, + { url = "https://files.pythonhosted.org/packages/20/ca/857722353421a27f1465652b2c66813eeeccea9d76d5f7b74b99f298e60e/numpy-2.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:82c55962006156aeef1629b953fd359064aa47e4d82cfc8e67f0918f7da3344f", size = 12368657, upload-time = "2026-01-10T06:43:09.094Z" }, + { url = "https://files.pythonhosted.org/packages/81/0d/2377c917513449cc6240031a79d30eb9a163d32a91e79e0da47c43f2c0c8/numpy-2.4.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:71abbea030f2cfc3092a0ff9f8c8fdefdc5e0bf7d9d9c99663538bb0ecdac0b9", size = 5197256, upload-time = "2026-01-10T06:43:13.634Z" }, + { url = "https://files.pythonhosted.org/packages/17/39/569452228de3f5de9064ac75137082c6214be1f5c532016549a7923ab4b5/numpy-2.4.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:5b55aa56165b17aaf15520beb9cbd33c9039810e0d9643dd4379e44294c7303e", size = 6545212, upload-time = "2026-01-10T06:43:15.661Z" }, + { url = "https://files.pythonhosted.org/packages/8c/a4/77333f4d1e4dac4395385482557aeecf4826e6ff517e32ca48e1dafbe42a/numpy-2.4.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0faba4a331195bfa96f93dd9dfaa10b2c7aa8cda3a02b7fd635e588fe821bf5", size = 14402871, upload-time = "2026-01-10T06:43:17.324Z" }, + { url = "https://files.pythonhosted.org/packages/ba/87/d341e519956273b39d8d47969dd1eaa1af740615394fe67d06f1efa68773/numpy-2.4.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d3e3087f53e2b4428766b54932644d148613c5a595150533ae7f00dab2f319a8", size = 16359305, upload-time = "2026-01-10T06:43:19.376Z" }, + { url = "https://files.pythonhosted.org/packages/32/91/789132c6666288eaa20ae8066bb99eba1939362e8f1a534949a215246e97/numpy-2.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:49e792ec351315e16da54b543db06ca8a86985ab682602d90c60ef4ff4db2a9c", size = 16181909, upload-time = "2026-01-10T06:43:21.808Z" }, + { url = "https://files.pythonhosted.org/packages/cf/b8/090b8bd27b82a844bb22ff8fdf7935cb1980b48d6e439ae116f53cdc2143/numpy-2.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:79e9e06c4c2379db47f3f6fc7a8652e7498251789bf8ff5bd43bf478ef314ca2", size = 18284380, upload-time = "2026-01-10T06:43:23.957Z" }, + { url = "https://files.pythonhosted.org/packages/67/78/722b62bd31842ff029412271556a1a27a98f45359dea78b1548a3a9996aa/numpy-2.4.1-cp313-cp313-win32.whl", hash = "sha256:3d1a100e48cb266090a031397863ff8a30050ceefd798f686ff92c67a486753d", size = 5957089, upload-time = "2026-01-10T06:43:27.535Z" }, + { url = "https://files.pythonhosted.org/packages/da/a6/cf32198b0b6e18d4fbfa9a21a992a7fca535b9bb2b0cdd217d4a3445b5ca/numpy-2.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:92a0e65272fd60bfa0d9278e0484c2f52fe03b97aedc02b357f33fe752c52ffb", size = 12307230, upload-time = "2026-01-10T06:43:29.298Z" }, + { url = "https://files.pythonhosted.org/packages/44/6c/534d692bfb7d0afe30611320c5fb713659dcb5104d7cc182aff2aea092f5/numpy-2.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:20d4649c773f66cc2fc36f663e091f57c3b7655f936a4c681b4250855d1da8f5", size = 10313125, upload-time = "2026-01-10T06:43:31.782Z" }, + { url = "https://files.pythonhosted.org/packages/da/a1/354583ac5c4caa566de6ddfbc42744409b515039e085fab6e0ff942e0df5/numpy-2.4.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f93bc6892fe7b0663e5ffa83b61aab510aacffd58c16e012bb9352d489d90cb7", size = 12496156, upload-time = "2026-01-10T06:43:34.237Z" }, + { url = "https://files.pythonhosted.org/packages/51/b0/42807c6e8cce58c00127b1dc24d365305189991f2a7917aa694a109c8d7d/numpy-2.4.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:178de8f87948163d98a4c9ab5bee4ce6519ca918926ec8df195af582de28544d", size = 5324663, upload-time = "2026-01-10T06:43:36.211Z" }, + { url = "https://files.pythonhosted.org/packages/fe/55/7a621694010d92375ed82f312b2f28017694ed784775269115323e37f5e2/numpy-2.4.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:98b35775e03ab7f868908b524fc0a84d38932d8daf7b7e1c3c3a1b6c7a2c9f15", size = 6645224, upload-time = "2026-01-10T06:43:37.884Z" }, + { url = "https://files.pythonhosted.org/packages/50/96/9fa8635ed9d7c847d87e30c834f7109fac5e88549d79ef3324ab5c20919f/numpy-2.4.1-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:941c2a93313d030f219f3a71fd3d91a728b82979a5e8034eb2e60d394a2b83f9", size = 14462352, upload-time = "2026-01-10T06:43:39.479Z" }, + { url = "https://files.pythonhosted.org/packages/03/d1/8cf62d8bb2062da4fb82dd5d49e47c923f9c0738032f054e0a75342faba7/numpy-2.4.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:529050522e983e00a6c1c6b67411083630de8b57f65e853d7b03d9281b8694d2", size = 16407279, upload-time = "2026-01-10T06:43:41.93Z" }, + { url = "https://files.pythonhosted.org/packages/86/1c/95c86e17c6b0b31ce6ef219da00f71113b220bcb14938c8d9a05cee0ff53/numpy-2.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2302dc0224c1cbc49bb94f7064f3f923a971bfae45c33870dcbff63a2a550505", size = 16248316, upload-time = "2026-01-10T06:43:44.121Z" }, + { url = "https://files.pythonhosted.org/packages/30/b4/e7f5ff8697274c9d0fa82398b6a372a27e5cef069b37df6355ccb1f1db1a/numpy-2.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:9171a42fcad32dcf3fa86f0a4faa5e9f8facefdb276f54b8b390d90447cff4e2", size = 18329884, upload-time = "2026-01-10T06:43:46.613Z" }, + { url = "https://files.pythonhosted.org/packages/37/a4/b073f3e9d77f9aec8debe8ca7f9f6a09e888ad1ba7488f0c3b36a94c03ac/numpy-2.4.1-cp313-cp313t-win32.whl", hash = "sha256:382ad67d99ef49024f11d1ce5dcb5ad8432446e4246a4b014418ba3a1175a1f4", size = 6081138, upload-time = "2026-01-10T06:43:48.854Z" }, + { url = "https://files.pythonhosted.org/packages/16/16/af42337b53844e67752a092481ab869c0523bc95c4e5c98e4dac4e9581ac/numpy-2.4.1-cp313-cp313t-win_amd64.whl", hash = "sha256:62fea415f83ad8fdb6c20840578e5fbaf5ddd65e0ec6c3c47eda0f69da172510", size = 12447478, upload-time = "2026-01-10T06:43:50.476Z" }, + { url = "https://files.pythonhosted.org/packages/6c/f8/fa85b2eac68ec631d0b631abc448552cb17d39afd17ec53dcbcc3537681a/numpy-2.4.1-cp313-cp313t-win_arm64.whl", hash = "sha256:a7870e8c5fc11aef57d6fea4b4085e537a3a60ad2cdd14322ed531fdca68d261", size = 10382981, upload-time = "2026-01-10T06:43:52.575Z" }, + { url = "https://files.pythonhosted.org/packages/1b/a7/ef08d25698e0e4b4efbad8d55251d20fe2a15f6d9aa7c9b30cd03c165e6f/numpy-2.4.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:3869ea1ee1a1edc16c29bbe3a2f2a4e515cc3a44d43903ad41e0cacdbaf733dc", size = 16652046, upload-time = "2026-01-10T06:43:54.797Z" }, + { url = "https://files.pythonhosted.org/packages/8f/39/e378b3e3ca13477e5ac70293ec027c438d1927f18637e396fe90b1addd72/numpy-2.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e867df947d427cdd7a60e3e271729090b0f0df80f5f10ab7dd436f40811699c3", size = 12378858, upload-time = "2026-01-10T06:43:57.099Z" }, + { url = "https://files.pythonhosted.org/packages/c3/74/7ec6154f0006910ed1fdbb7591cf4432307033102b8a22041599935f8969/numpy-2.4.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:e3bd2cb07841166420d2fa7146c96ce00cb3410664cbc1a6be028e456c4ee220", size = 5207417, upload-time = "2026-01-10T06:43:59.037Z" }, + { url = "https://files.pythonhosted.org/packages/f7/b7/053ac11820d84e42f8feea5cb81cc4fcd1091499b45b1ed8c7415b1bf831/numpy-2.4.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:f0a90aba7d521e6954670550e561a4cb925713bd944445dbe9e729b71f6cabee", size = 6542643, upload-time = "2026-01-10T06:44:01.852Z" }, + { url = "https://files.pythonhosted.org/packages/c0/c4/2e7908915c0e32ca636b92e4e4a3bdec4cb1e7eb0f8aedf1ed3c68a0d8cd/numpy-2.4.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d558123217a83b2d1ba316b986e9248a1ed1971ad495963d555ccd75dcb1556", size = 14418963, upload-time = "2026-01-10T06:44:04.047Z" }, + { url = "https://files.pythonhosted.org/packages/eb/c0/3ed5083d94e7ffd7c404e54619c088e11f2e1939a9544f5397f4adb1b8ba/numpy-2.4.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2f44de05659b67d20499cbc96d49f2650769afcb398b79b324bb6e297bfe3844", size = 16363811, upload-time = "2026-01-10T06:44:06.207Z" }, + { url = "https://files.pythonhosted.org/packages/0e/68/42b66f1852bf525050a67315a4fb94586ab7e9eaa541b1bef530fab0c5dd/numpy-2.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:69e7419c9012c4aaf695109564e3387f1259f001b4326dfa55907b098af082d3", size = 16197643, upload-time = "2026-01-10T06:44:08.33Z" }, + { url = "https://files.pythonhosted.org/packages/d2/40/e8714fc933d85f82c6bfc7b998a0649ad9769a32f3494ba86598aaf18a48/numpy-2.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2ffd257026eb1b34352e749d7cc1678b5eeec3e329ad8c9965a797e08ccba205", size = 18289601, upload-time = "2026-01-10T06:44:10.841Z" }, + { url = "https://files.pythonhosted.org/packages/80/9a/0d44b468cad50315127e884802351723daca7cf1c98d102929468c81d439/numpy-2.4.1-cp314-cp314-win32.whl", hash = "sha256:727c6c3275ddefa0dc078524a85e064c057b4f4e71ca5ca29a19163c607be745", size = 6005722, upload-time = "2026-01-10T06:44:13.332Z" }, + { url = "https://files.pythonhosted.org/packages/7e/bb/c6513edcce5a831810e2dddc0d3452ce84d208af92405a0c2e58fd8e7881/numpy-2.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:7d5d7999df434a038d75a748275cd6c0094b0ecdb0837342b332a82defc4dc4d", size = 12438590, upload-time = "2026-01-10T06:44:15.006Z" }, + { url = "https://files.pythonhosted.org/packages/e9/da/a598d5cb260780cf4d255102deba35c1d072dc028c4547832f45dd3323a8/numpy-2.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:ce9ce141a505053b3c7bce3216071f3bf5c182b8b28930f14cd24d43932cd2df", size = 10596180, upload-time = "2026-01-10T06:44:17.386Z" }, + { url = "https://files.pythonhosted.org/packages/de/bc/ea3f2c96fcb382311827231f911723aeff596364eb6e1b6d1d91128aa29b/numpy-2.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:4e53170557d37ae404bf8d542ca5b7c629d6efa1117dac6a83e394142ea0a43f", size = 12498774, upload-time = "2026-01-10T06:44:19.467Z" }, + { url = "https://files.pythonhosted.org/packages/aa/ab/ef9d939fe4a812648c7a712610b2ca6140b0853c5efea361301006c02ae5/numpy-2.4.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:a73044b752f5d34d4232f25f18160a1cc418ea4507f5f11e299d8ac36875f8a0", size = 5327274, upload-time = "2026-01-10T06:44:23.189Z" }, + { url = "https://files.pythonhosted.org/packages/bd/31/d381368e2a95c3b08b8cf7faac6004849e960f4a042d920337f71cef0cae/numpy-2.4.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:fb1461c99de4d040666ca0444057b06541e5642f800b71c56e6ea92d6a853a0c", size = 6648306, upload-time = "2026-01-10T06:44:25.012Z" }, + { url = "https://files.pythonhosted.org/packages/c8/e5/0989b44ade47430be6323d05c23207636d67d7362a1796ccbccac6773dd2/numpy-2.4.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:423797bdab2eeefbe608d7c1ec7b2b4fd3c58d51460f1ee26c7500a1d9c9ee93", size = 14464653, upload-time = "2026-01-10T06:44:26.706Z" }, + { url = "https://files.pythonhosted.org/packages/10/a7/cfbe475c35371cae1358e61f20c5f075badc18c4797ab4354140e1d283cf/numpy-2.4.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:52b5f61bdb323b566b528899cc7db2ba5d1015bda7ea811a8bcf3c89c331fa42", size = 16405144, upload-time = "2026-01-10T06:44:29.378Z" }, + { url = "https://files.pythonhosted.org/packages/f8/a3/0c63fe66b534888fa5177cc7cef061541064dbe2b4b60dcc60ffaf0d2157/numpy-2.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42d7dd5fa36d16d52a84f821eb96031836fd405ee6955dd732f2023724d0aa01", size = 16247425, upload-time = "2026-01-10T06:44:31.721Z" }, + { url = "https://files.pythonhosted.org/packages/6b/2b/55d980cfa2c93bd40ff4c290bf824d792bd41d2fe3487b07707559071760/numpy-2.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e7b6b5e28bbd47b7532698e5db2fe1db693d84b58c254e4389d99a27bb9b8f6b", size = 18330053, upload-time = "2026-01-10T06:44:34.617Z" }, + { url = "https://files.pythonhosted.org/packages/23/12/8b5fc6b9c487a09a7957188e0943c9ff08432c65e34567cabc1623b03a51/numpy-2.4.1-cp314-cp314t-win32.whl", hash = "sha256:5de60946f14ebe15e713a6f22850c2372fa72f4ff9a432ab44aa90edcadaa65a", size = 6152482, upload-time = "2026-01-10T06:44:36.798Z" }, + { url = "https://files.pythonhosted.org/packages/00/a5/9f8ca5856b8940492fc24fbe13c1bc34d65ddf4079097cf9e53164d094e1/numpy-2.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2", size = 12627117, upload-time = "2026-01-10T06:44:38.828Z" }, + { url = "https://files.pythonhosted.org/packages/ad/0d/eca3d962f9eef265f01a8e0d20085c6dd1f443cbffc11b6dede81fd82356/numpy-2.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:6436cffb4f2bf26c974344439439c95e152c9a527013f26b3577be6c2ca64295", size = 10667121, upload-time = "2026-01-10T06:44:41.644Z" }, + { url = "https://files.pythonhosted.org/packages/1e/48/d86f97919e79314a1cdee4c832178763e6e98e623e123d0bada19e92c15a/numpy-2.4.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:8ad35f20be147a204e28b6a0575fbf3540c5e5f802634d4258d55b1ff5facce1", size = 16822202, upload-time = "2026-01-10T06:44:43.738Z" }, + { url = "https://files.pythonhosted.org/packages/51/e9/1e62a7f77e0f37dcfb0ad6a9744e65df00242b6ea37dfafb55debcbf5b55/numpy-2.4.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:8097529164c0f3e32bb89412a0905d9100bf434d9692d9fc275e18dcf53c9344", size = 12569985, upload-time = "2026-01-10T06:44:45.945Z" }, + { url = "https://files.pythonhosted.org/packages/c7/7e/914d54f0c801342306fdcdce3e994a56476f1b818c46c47fc21ae968088c/numpy-2.4.1-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:ea66d2b41ca4a1630aae5507ee0a71647d3124d1741980138aa8f28f44dac36e", size = 5398484, upload-time = "2026-01-10T06:44:48.012Z" }, + { url = "https://files.pythonhosted.org/packages/1c/d8/9570b68584e293a33474e7b5a77ca404f1dcc655e40050a600dee81d27fb/numpy-2.4.1-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:d3f8f0df9f4b8be57b3bf74a1d087fec68f927a2fab68231fdb442bf2c12e426", size = 6713216, upload-time = "2026-01-10T06:44:49.725Z" }, + { url = "https://files.pythonhosted.org/packages/33/9b/9dd6e2db8d49eb24f86acaaa5258e5f4c8ed38209a4ee9de2d1a0ca25045/numpy-2.4.1-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2023ef86243690c2791fd6353e5b4848eedaa88ca8a2d129f462049f6d484696", size = 14538937, upload-time = "2026-01-10T06:44:51.498Z" }, + { url = "https://files.pythonhosted.org/packages/53/87/d5bd995b0f798a37105b876350d346eea5838bd8f77ea3d7a48392f3812b/numpy-2.4.1-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8361ea4220d763e54cff2fbe7d8c93526b744f7cd9ddab47afeff7e14e8503be", size = 16479830, upload-time = "2026-01-10T06:44:53.931Z" }, + { url = "https://files.pythonhosted.org/packages/5b/c7/b801bf98514b6ae6475e941ac05c58e6411dd863ea92916bfd6d510b08c1/numpy-2.4.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:4f1b68ff47680c2925f8063402a693ede215f0257f02596b1318ecdfb1d79e33", size = 12492579, upload-time = "2026-01-10T06:44:57.094Z" }, +] + +[[package]] +name = "packaging" +version = "26.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/65/ee/299d360cdc32edc7d2cf530f3accf79c4fca01e96ffc950d8a52213bd8e4/packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4", size = 143416, upload-time = "2026-01-21T20:50:39.064Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366, upload-time = "2026-01-21T20:50:37.788Z" }, +] + +[[package]] +name = "periodictable" +version = "2.0.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "pyparsing", version = "3.1.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "pyparsing", version = "3.3.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/82/e4/f2a338abfb5a6b9e2a48dc4acaa9df0bd94126df336ab403178f6a7a901a/periodictable-2.0.2-py3-none-any.whl", hash = "sha256:7d0680baf758715dd66bdac733de82dcb976aa03981fbd6d75a84213fb3b5f86", size = 811077, upload-time = "2024-12-20T02:26:26.165Z" }, +] + +[[package]] +name = "pillow" +version = "10.4.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/cd/74/ad3d526f3bf7b6d3f408b73fde271ec69dfac8b81341a318ce825f2b3812/pillow-10.4.0.tar.gz", hash = "sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06", size = 46555059, upload-time = "2024-07-01T09:48:43.583Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0e/69/a31cccd538ca0b5272be2a38347f8839b97a14be104ea08b0db92f749c74/pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e", size = 3509271, upload-time = "2024-07-01T09:45:22.07Z" }, + { url = "https://files.pythonhosted.org/packages/9a/9e/4143b907be8ea0bce215f2ae4f7480027473f8b61fcedfda9d851082a5d2/pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d", size = 3375658, upload-time = "2024-07-01T09:45:25.292Z" }, + { url = "https://files.pythonhosted.org/packages/8a/25/1fc45761955f9359b1169aa75e241551e74ac01a09f487adaaf4c3472d11/pillow-10.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7928ecbf1ece13956b95d9cbcfc77137652b02763ba384d9ab508099a2eca856", size = 4332075, upload-time = "2024-07-01T09:45:27.94Z" }, + { url = "https://files.pythonhosted.org/packages/5e/dd/425b95d0151e1d6c951f45051112394f130df3da67363b6bc75dc4c27aba/pillow-10.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4d49b85c4348ea0b31ea63bc75a9f3857869174e2bf17e7aba02945cd218e6f", size = 4444808, upload-time = "2024-07-01T09:45:30.305Z" }, + { url = "https://files.pythonhosted.org/packages/b1/84/9a15cc5726cbbfe7f9f90bfb11f5d028586595907cd093815ca6644932e3/pillow-10.4.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:6c762a5b0997f5659a5ef2266abc1d8851ad7749ad9a6a5506eb23d314e4f46b", size = 4356290, upload-time = "2024-07-01T09:45:32.868Z" }, + { url = "https://files.pythonhosted.org/packages/b5/5b/6651c288b08df3b8c1e2f8c1152201e0b25d240e22ddade0f1e242fc9fa0/pillow-10.4.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:a985e028fc183bf12a77a8bbf36318db4238a3ded7fa9df1b9a133f1cb79f8fc", size = 4525163, upload-time = "2024-07-01T09:45:35.279Z" }, + { url = "https://files.pythonhosted.org/packages/07/8b/34854bf11a83c248505c8cb0fcf8d3d0b459a2246c8809b967963b6b12ae/pillow-10.4.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:812f7342b0eee081eaec84d91423d1b4650bb9828eb53d8511bcef8ce5aecf1e", size = 4463100, upload-time = "2024-07-01T09:45:37.74Z" }, + { url = "https://files.pythonhosted.org/packages/78/63/0632aee4e82476d9cbe5200c0cdf9ba41ee04ed77887432845264d81116d/pillow-10.4.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ac1452d2fbe4978c2eec89fb5a23b8387aba707ac72810d9490118817d9c0b46", size = 4592880, upload-time = "2024-07-01T09:45:39.89Z" }, + { url = "https://files.pythonhosted.org/packages/df/56/b8663d7520671b4398b9d97e1ed9f583d4afcbefbda3c6188325e8c297bd/pillow-10.4.0-cp310-cp310-win32.whl", hash = "sha256:bcd5e41a859bf2e84fdc42f4edb7d9aba0a13d29a2abadccafad99de3feff984", size = 2235218, upload-time = "2024-07-01T09:45:42.771Z" }, + { url = "https://files.pythonhosted.org/packages/f4/72/0203e94a91ddb4a9d5238434ae6c1ca10e610e8487036132ea9bf806ca2a/pillow-10.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:ecd85a8d3e79cd7158dec1c9e5808e821feea088e2f69a974db5edf84dc53141", size = 2554487, upload-time = "2024-07-01T09:45:45.176Z" }, + { url = "https://files.pythonhosted.org/packages/bd/52/7e7e93d7a6e4290543f17dc6f7d3af4bd0b3dd9926e2e8a35ac2282bc5f4/pillow-10.4.0-cp310-cp310-win_arm64.whl", hash = "sha256:ff337c552345e95702c5fde3158acb0625111017d0e5f24bf3acdb9cc16b90d1", size = 2243219, upload-time = "2024-07-01T09:45:47.274Z" }, + { url = "https://files.pythonhosted.org/packages/a7/62/c9449f9c3043c37f73e7487ec4ef0c03eb9c9afc91a92b977a67b3c0bbc5/pillow-10.4.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:0a9ec697746f268507404647e531e92889890a087e03681a3606d9b920fbee3c", size = 3509265, upload-time = "2024-07-01T09:45:49.812Z" }, + { url = "https://files.pythonhosted.org/packages/f4/5f/491dafc7bbf5a3cc1845dc0430872e8096eb9e2b6f8161509d124594ec2d/pillow-10.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfe91cb65544a1321e631e696759491ae04a2ea11d36715eca01ce07284738be", size = 3375655, upload-time = "2024-07-01T09:45:52.462Z" }, + { url = "https://files.pythonhosted.org/packages/73/d5/c4011a76f4207a3c151134cd22a1415741e42fa5ddecec7c0182887deb3d/pillow-10.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5dc6761a6efc781e6a1544206f22c80c3af4c8cf461206d46a1e6006e4429ff3", size = 4340304, upload-time = "2024-07-01T09:45:55.006Z" }, + { url = "https://files.pythonhosted.org/packages/ac/10/c67e20445a707f7a610699bba4fe050583b688d8cd2d202572b257f46600/pillow-10.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e84b6cc6a4a3d76c153a6b19270b3526a5a8ed6b09501d3af891daa2a9de7d6", size = 4452804, upload-time = "2024-07-01T09:45:58.437Z" }, + { url = "https://files.pythonhosted.org/packages/a9/83/6523837906d1da2b269dee787e31df3b0acb12e3d08f024965a3e7f64665/pillow-10.4.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:bbc527b519bd3aa9d7f429d152fea69f9ad37c95f0b02aebddff592688998abe", size = 4365126, upload-time = "2024-07-01T09:46:00.713Z" }, + { url = "https://files.pythonhosted.org/packages/ba/e5/8c68ff608a4203085158cff5cc2a3c534ec384536d9438c405ed6370d080/pillow-10.4.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:76a911dfe51a36041f2e756b00f96ed84677cdeb75d25c767f296c1c1eda1319", size = 4533541, upload-time = "2024-07-01T09:46:03.235Z" }, + { url = "https://files.pythonhosted.org/packages/f4/7c/01b8dbdca5bc6785573f4cee96e2358b0918b7b2c7b60d8b6f3abf87a070/pillow-10.4.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:59291fb29317122398786c2d44427bbd1a6d7ff54017075b22be9d21aa59bd8d", size = 4471616, upload-time = "2024-07-01T09:46:05.356Z" }, + { url = "https://files.pythonhosted.org/packages/c8/57/2899b82394a35a0fbfd352e290945440e3b3785655a03365c0ca8279f351/pillow-10.4.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:416d3a5d0e8cfe4f27f574362435bc9bae57f679a7158e0096ad2beb427b8696", size = 4600802, upload-time = "2024-07-01T09:46:08.145Z" }, + { url = "https://files.pythonhosted.org/packages/4d/d7/a44f193d4c26e58ee5d2d9db3d4854b2cfb5b5e08d360a5e03fe987c0086/pillow-10.4.0-cp311-cp311-win32.whl", hash = "sha256:7086cc1d5eebb91ad24ded9f58bec6c688e9f0ed7eb3dbbf1e4800280a896496", size = 2235213, upload-time = "2024-07-01T09:46:10.211Z" }, + { url = "https://files.pythonhosted.org/packages/c1/d0/5866318eec2b801cdb8c82abf190c8343d8a1cd8bf5a0c17444a6f268291/pillow-10.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:cbed61494057c0f83b83eb3a310f0bf774b09513307c434d4366ed64f4128a91", size = 2554498, upload-time = "2024-07-01T09:46:12.685Z" }, + { url = "https://files.pythonhosted.org/packages/d4/c8/310ac16ac2b97e902d9eb438688de0d961660a87703ad1561fd3dfbd2aa0/pillow-10.4.0-cp311-cp311-win_arm64.whl", hash = "sha256:f5f0c3e969c8f12dd2bb7e0b15d5c468b51e5017e01e2e867335c81903046a22", size = 2243219, upload-time = "2024-07-01T09:46:14.83Z" }, + { url = "https://files.pythonhosted.org/packages/05/cb/0353013dc30c02a8be34eb91d25e4e4cf594b59e5a55ea1128fde1e5f8ea/pillow-10.4.0-cp312-cp312-macosx_10_10_x86_64.whl", hash = "sha256:673655af3eadf4df6b5457033f086e90299fdd7a47983a13827acf7459c15d94", size = 3509350, upload-time = "2024-07-01T09:46:17.177Z" }, + { url = "https://files.pythonhosted.org/packages/e7/cf/5c558a0f247e0bf9cec92bff9b46ae6474dd736f6d906315e60e4075f737/pillow-10.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:866b6942a92f56300012f5fbac71f2d610312ee65e22f1aa2609e491284e5597", size = 3374980, upload-time = "2024-07-01T09:46:19.169Z" }, + { url = "https://files.pythonhosted.org/packages/84/48/6e394b86369a4eb68b8a1382c78dc092245af517385c086c5094e3b34428/pillow-10.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29dbdc4207642ea6aad70fbde1a9338753d33fb23ed6956e706936706f52dd80", size = 4343799, upload-time = "2024-07-01T09:46:21.883Z" }, + { url = "https://files.pythonhosted.org/packages/3b/f3/a8c6c11fa84b59b9df0cd5694492da8c039a24cd159f0f6918690105c3be/pillow-10.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf2342ac639c4cf38799a44950bbc2dfcb685f052b9e262f446482afaf4bffca", size = 4459973, upload-time = "2024-07-01T09:46:24.321Z" }, + { url = "https://files.pythonhosted.org/packages/7d/1b/c14b4197b80150fb64453585247e6fb2e1d93761fa0fa9cf63b102fde822/pillow-10.4.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:f5b92f4d70791b4a67157321c4e8225d60b119c5cc9aee8ecf153aace4aad4ef", size = 4370054, upload-time = "2024-07-01T09:46:26.825Z" }, + { url = "https://files.pythonhosted.org/packages/55/77/40daddf677897a923d5d33329acd52a2144d54a9644f2a5422c028c6bf2d/pillow-10.4.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:86dcb5a1eb778d8b25659d5e4341269e8590ad6b4e8b44d9f4b07f8d136c414a", size = 4539484, upload-time = "2024-07-01T09:46:29.355Z" }, + { url = "https://files.pythonhosted.org/packages/40/54/90de3e4256b1207300fb2b1d7168dd912a2fb4b2401e439ba23c2b2cabde/pillow-10.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:780c072c2e11c9b2c7ca37f9a2ee8ba66f44367ac3e5c7832afcfe5104fd6d1b", size = 4477375, upload-time = "2024-07-01T09:46:31.756Z" }, + { url = "https://files.pythonhosted.org/packages/13/24/1bfba52f44193860918ff7c93d03d95e3f8748ca1de3ceaf11157a14cf16/pillow-10.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:37fb69d905be665f68f28a8bba3c6d3223c8efe1edf14cc4cfa06c241f8c81d9", size = 4608773, upload-time = "2024-07-01T09:46:33.73Z" }, + { url = "https://files.pythonhosted.org/packages/55/04/5e6de6e6120451ec0c24516c41dbaf80cce1b6451f96561235ef2429da2e/pillow-10.4.0-cp312-cp312-win32.whl", hash = "sha256:7dfecdbad5c301d7b5bde160150b4db4c659cee2b69589705b6f8a0c509d9f42", size = 2235690, upload-time = "2024-07-01T09:46:36.587Z" }, + { url = "https://files.pythonhosted.org/packages/74/0a/d4ce3c44bca8635bd29a2eab5aa181b654a734a29b263ca8efe013beea98/pillow-10.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:1d846aea995ad352d4bdcc847535bd56e0fd88d36829d2c90be880ef1ee4668a", size = 2554951, upload-time = "2024-07-01T09:46:38.777Z" }, + { url = "https://files.pythonhosted.org/packages/b5/ca/184349ee40f2e92439be9b3502ae6cfc43ac4b50bc4fc6b3de7957563894/pillow-10.4.0-cp312-cp312-win_arm64.whl", hash = "sha256:e553cad5179a66ba15bb18b353a19020e73a7921296a7979c4a2b7f6a5cd57f9", size = 2243427, upload-time = "2024-07-01T09:46:43.15Z" }, + { url = "https://files.pythonhosted.org/packages/c3/00/706cebe7c2c12a6318aabe5d354836f54adff7156fd9e1bd6c89f4ba0e98/pillow-10.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8bc1a764ed8c957a2e9cacf97c8b2b053b70307cf2996aafd70e91a082e70df3", size = 3525685, upload-time = "2024-07-01T09:46:45.194Z" }, + { url = "https://files.pythonhosted.org/packages/cf/76/f658cbfa49405e5ecbfb9ba42d07074ad9792031267e782d409fd8fe7c69/pillow-10.4.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6209bb41dc692ddfee4942517c19ee81b86c864b626dbfca272ec0f7cff5d9fb", size = 3374883, upload-time = "2024-07-01T09:46:47.331Z" }, + { url = "https://files.pythonhosted.org/packages/46/2b/99c28c4379a85e65378211971c0b430d9c7234b1ec4d59b2668f6299e011/pillow-10.4.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bee197b30783295d2eb680b311af15a20a8b24024a19c3a26431ff83eb8d1f70", size = 4339837, upload-time = "2024-07-01T09:46:49.647Z" }, + { url = "https://files.pythonhosted.org/packages/f1/74/b1ec314f624c0c43711fdf0d8076f82d9d802afd58f1d62c2a86878e8615/pillow-10.4.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ef61f5dd14c300786318482456481463b9d6b91ebe5ef12f405afbba77ed0be", size = 4455562, upload-time = "2024-07-01T09:46:51.811Z" }, + { url = "https://files.pythonhosted.org/packages/4a/2a/4b04157cb7b9c74372fa867096a1607e6fedad93a44deeff553ccd307868/pillow-10.4.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:297e388da6e248c98bc4a02e018966af0c5f92dfacf5a5ca22fa01cb3179bca0", size = 4366761, upload-time = "2024-07-01T09:46:53.961Z" }, + { url = "https://files.pythonhosted.org/packages/ac/7b/8f1d815c1a6a268fe90481232c98dd0e5fa8c75e341a75f060037bd5ceae/pillow-10.4.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:e4db64794ccdf6cb83a59d73405f63adbe2a1887012e308828596100a0b2f6cc", size = 4536767, upload-time = "2024-07-01T09:46:56.664Z" }, + { url = "https://files.pythonhosted.org/packages/e5/77/05fa64d1f45d12c22c314e7b97398ffb28ef2813a485465017b7978b3ce7/pillow-10.4.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bd2880a07482090a3bcb01f4265f1936a903d70bc740bfcb1fd4e8a2ffe5cf5a", size = 4477989, upload-time = "2024-07-01T09:46:58.977Z" }, + { url = "https://files.pythonhosted.org/packages/12/63/b0397cfc2caae05c3fb2f4ed1b4fc4fc878f0243510a7a6034ca59726494/pillow-10.4.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4b35b21b819ac1dbd1233317adeecd63495f6babf21b7b2512d244ff6c6ce309", size = 4610255, upload-time = "2024-07-01T09:47:01.189Z" }, + { url = "https://files.pythonhosted.org/packages/7b/f9/cfaa5082ca9bc4a6de66ffe1c12c2d90bf09c309a5f52b27759a596900e7/pillow-10.4.0-cp313-cp313-win32.whl", hash = "sha256:551d3fd6e9dc15e4c1eb6fc4ba2b39c0c7933fa113b220057a34f4bb3268a060", size = 2235603, upload-time = "2024-07-01T09:47:03.918Z" }, + { url = "https://files.pythonhosted.org/packages/01/6a/30ff0eef6e0c0e71e55ded56a38d4859bf9d3634a94a88743897b5f96936/pillow-10.4.0-cp313-cp313-win_amd64.whl", hash = "sha256:030abdbe43ee02e0de642aee345efa443740aa4d828bfe8e2eb11922ea6a21ea", size = 2554972, upload-time = "2024-07-01T09:47:06.152Z" }, + { url = "https://files.pythonhosted.org/packages/48/2c/2e0a52890f269435eee38b21c8218e102c621fe8d8df8b9dd06fabf879ba/pillow-10.4.0-cp313-cp313-win_arm64.whl", hash = "sha256:5b001114dd152cfd6b23befeb28d7aee43553e2402c9f159807bf55f33af8a8d", size = 2243375, upload-time = "2024-07-01T09:47:09.065Z" }, + { url = "https://files.pythonhosted.org/packages/56/70/f40009702a477ce87d8d9faaa4de51d6562b3445d7a314accd06e4ffb01d/pillow-10.4.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:8d4d5063501b6dd4024b8ac2f04962d661222d120381272deea52e3fc52d3736", size = 3509213, upload-time = "2024-07-01T09:47:11.662Z" }, + { url = "https://files.pythonhosted.org/packages/10/43/105823d233c5e5d31cea13428f4474ded9d961652307800979a59d6a4276/pillow-10.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7c1ee6f42250df403c5f103cbd2768a28fe1a0ea1f0f03fe151c8741e1469c8b", size = 3375883, upload-time = "2024-07-01T09:47:14.453Z" }, + { url = "https://files.pythonhosted.org/packages/3c/ad/7850c10bac468a20c918f6a5dbba9ecd106ea1cdc5db3c35e33a60570408/pillow-10.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15e02e9bb4c21e39876698abf233c8c579127986f8207200bc8a8f6bb27acf2", size = 4330810, upload-time = "2024-07-01T09:47:16.695Z" }, + { url = "https://files.pythonhosted.org/packages/84/4c/69bbed9e436ac22f9ed193a2b64f64d68fcfbc9f4106249dc7ed4889907b/pillow-10.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a8d4bade9952ea9a77d0c3e49cbd8b2890a399422258a77f357b9cc9be8d680", size = 4444341, upload-time = "2024-07-01T09:47:19.334Z" }, + { url = "https://files.pythonhosted.org/packages/8f/4f/c183c63828a3f37bf09644ce94cbf72d4929b033b109160a5379c2885932/pillow-10.4.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:43efea75eb06b95d1631cb784aa40156177bf9dd5b4b03ff38979e048258bc6b", size = 4356005, upload-time = "2024-07-01T09:47:21.805Z" }, + { url = "https://files.pythonhosted.org/packages/fb/ad/435fe29865f98a8fbdc64add8875a6e4f8c97749a93577a8919ec6f32c64/pillow-10.4.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:950be4d8ba92aca4b2bb0741285a46bfae3ca699ef913ec8416c1b78eadd64cd", size = 4525201, upload-time = "2024-07-01T09:47:24.457Z" }, + { url = "https://files.pythonhosted.org/packages/80/74/be8bf8acdfd70e91f905a12ae13cfb2e17c0f1da745c40141e26d0971ff5/pillow-10.4.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d7480af14364494365e89d6fddc510a13e5a2c3584cb19ef65415ca57252fb84", size = 4460635, upload-time = "2024-07-01T09:47:26.841Z" }, + { url = "https://files.pythonhosted.org/packages/e4/90/763616e66dc9ad59c9b7fb58f863755e7934ef122e52349f62c7742b82d3/pillow-10.4.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0", size = 4590283, upload-time = "2024-07-01T09:47:29.247Z" }, + { url = "https://files.pythonhosted.org/packages/69/66/03002cb5b2c27bb519cba63b9f9aa3709c6f7a5d3b285406c01f03fb77e5/pillow-10.4.0-cp38-cp38-win32.whl", hash = "sha256:e88d5e6ad0d026fba7bdab8c3f225a69f063f116462c49892b0149e21b6c0a0e", size = 2235185, upload-time = "2024-07-01T09:47:32.205Z" }, + { url = "https://files.pythonhosted.org/packages/f2/75/3cb820b2812405fc7feb3d0deb701ef0c3de93dc02597115e00704591bc9/pillow-10.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:5161eef006d335e46895297f642341111945e2c1c899eb406882a6c61a4357ab", size = 2554594, upload-time = "2024-07-01T09:47:34.285Z" }, + { url = "https://files.pythonhosted.org/packages/31/85/955fa5400fa8039921f630372cfe5056eed6e1b8e0430ee4507d7de48832/pillow-10.4.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d", size = 3509283, upload-time = "2024-07-01T09:47:36.394Z" }, + { url = "https://files.pythonhosted.org/packages/23/9c/343827267eb28d41cd82b4180d33b10d868af9077abcec0af9793aa77d2d/pillow-10.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:298478fe4f77a4408895605f3482b6cc6222c018b2ce565c2b6b9c354ac3229b", size = 3375691, upload-time = "2024-07-01T09:47:38.853Z" }, + { url = "https://files.pythonhosted.org/packages/60/a3/7ebbeabcd341eab722896d1a5b59a3df98c4b4d26cf4b0385f8aa94296f7/pillow-10.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd", size = 4328295, upload-time = "2024-07-01T09:47:41.765Z" }, + { url = "https://files.pythonhosted.org/packages/32/3f/c02268d0c6fb6b3958bdda673c17b315c821d97df29ae6969f20fb49388a/pillow-10.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:930044bb7679ab003b14023138b50181899da3f25de50e9dbee23b61b4de2126", size = 4440810, upload-time = "2024-07-01T09:47:44.27Z" }, + { url = "https://files.pythonhosted.org/packages/67/5d/1c93c8cc35f2fdd3d6cc7e4ad72d203902859a2867de6ad957d9b708eb8d/pillow-10.4.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:c76e5786951e72ed3686e122d14c5d7012f16c8303a674d18cdcd6d89557fc5b", size = 4352283, upload-time = "2024-07-01T09:47:46.673Z" }, + { url = "https://files.pythonhosted.org/packages/bc/a8/8655557c9c7202b8abbd001f61ff36711cefaf750debcaa1c24d154ef602/pillow-10.4.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c", size = 4521800, upload-time = "2024-07-01T09:47:48.813Z" }, + { url = "https://files.pythonhosted.org/packages/58/78/6f95797af64d137124f68af1bdaa13b5332da282b86031f6fa70cf368261/pillow-10.4.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dbc6ae66518ab3c5847659e9988c3b60dc94ffb48ef9168656e0019a93dbf8a1", size = 4459177, upload-time = "2024-07-01T09:47:52.104Z" }, + { url = "https://files.pythonhosted.org/packages/8a/6d/2b3ce34f1c4266d79a78c9a51d1289a33c3c02833fe294ef0dcbb9cba4ed/pillow-10.4.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df", size = 4589079, upload-time = "2024-07-01T09:47:54.999Z" }, + { url = "https://files.pythonhosted.org/packages/e3/e0/456258c74da1ff5bf8ef1eab06a95ca994d8b9ed44c01d45c3f8cbd1db7e/pillow-10.4.0-cp39-cp39-win32.whl", hash = "sha256:7970285ab628a3779aecc35823296a7869f889b8329c16ad5a71e4901a3dc4ef", size = 2235247, upload-time = "2024-07-01T09:47:57.666Z" }, + { url = "https://files.pythonhosted.org/packages/37/f8/bef952bdb32aa53741f58bf21798642209e994edc3f6598f337f23d5400a/pillow-10.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:961a7293b2457b405967af9c77dcaa43cc1a8cd50d23c532e62d48ab6cdd56f5", size = 2554479, upload-time = "2024-07-01T09:47:59.881Z" }, + { url = "https://files.pythonhosted.org/packages/bb/8e/805201619cad6651eef5fc1fdef913804baf00053461522fabbc5588ea12/pillow-10.4.0-cp39-cp39-win_arm64.whl", hash = "sha256:32cda9e3d601a52baccb2856b8ea1fc213c90b340c542dcef77140dfa3278a9e", size = 2243226, upload-time = "2024-07-01T09:48:02.508Z" }, + { url = "https://files.pythonhosted.org/packages/38/30/095d4f55f3a053392f75e2eae45eba3228452783bab3d9a920b951ac495c/pillow-10.4.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4", size = 3493889, upload-time = "2024-07-01T09:48:04.815Z" }, + { url = "https://files.pythonhosted.org/packages/f3/e8/4ff79788803a5fcd5dc35efdc9386af153569853767bff74540725b45863/pillow-10.4.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da", size = 3346160, upload-time = "2024-07-01T09:48:07.206Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ac/4184edd511b14f760c73f5bb8a5d6fd85c591c8aff7c2229677a355c4179/pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026", size = 3435020, upload-time = "2024-07-01T09:48:09.66Z" }, + { url = "https://files.pythonhosted.org/packages/da/21/1749cd09160149c0a246a81d646e05f35041619ce76f6493d6a96e8d1103/pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e", size = 3490539, upload-time = "2024-07-01T09:48:12.529Z" }, + { url = "https://files.pythonhosted.org/packages/b6/f5/f71fe1888b96083b3f6dfa0709101f61fc9e972c0c8d04e9d93ccef2a045/pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5", size = 3476125, upload-time = "2024-07-01T09:48:14.891Z" }, + { url = "https://files.pythonhosted.org/packages/96/b9/c0362c54290a31866c3526848583a2f45a535aa9d725fd31e25d318c805f/pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885", size = 3579373, upload-time = "2024-07-01T09:48:17.601Z" }, + { url = "https://files.pythonhosted.org/packages/52/3b/ce7a01026a7cf46e5452afa86f97a5e88ca97f562cafa76570178ab56d8d/pillow-10.4.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5", size = 2554661, upload-time = "2024-07-01T09:48:20.293Z" }, + { url = "https://files.pythonhosted.org/packages/e1/1f/5a9fcd6ced51633c22481417e11b1b47d723f64fb536dfd67c015eb7f0ab/pillow-10.4.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b", size = 3493850, upload-time = "2024-07-01T09:48:23.03Z" }, + { url = "https://files.pythonhosted.org/packages/cb/e6/3ea4755ed5320cb62aa6be2f6de47b058c6550f752dd050e86f694c59798/pillow-10.4.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908", size = 3346118, upload-time = "2024-07-01T09:48:25.256Z" }, + { url = "https://files.pythonhosted.org/packages/0a/22/492f9f61e4648422b6ca39268ec8139277a5b34648d28f400faac14e0f48/pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b", size = 3434958, upload-time = "2024-07-01T09:48:28.078Z" }, + { url = "https://files.pythonhosted.org/packages/f9/19/559a48ad4045704bb0547965b9a9345f5cd461347d977a56d178db28819e/pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8", size = 3490340, upload-time = "2024-07-01T09:48:30.734Z" }, + { url = "https://files.pythonhosted.org/packages/d9/de/cebaca6fb79905b3a1aa0281d238769df3fb2ede34fd7c0caa286575915a/pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a", size = 3476048, upload-time = "2024-07-01T09:48:33.292Z" }, + { url = "https://files.pythonhosted.org/packages/71/f0/86d5b2f04693b0116a01d75302b0a307800a90d6c351a8aa4f8ae76cd499/pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27", size = 3579366, upload-time = "2024-07-01T09:48:36.527Z" }, + { url = "https://files.pythonhosted.org/packages/37/ae/2dbfc38cc4fd14aceea14bc440d5151b21f64c4c3ba3f6f4191610b7ee5d/pillow-10.4.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3", size = 2554652, upload-time = "2024-07-01T09:48:38.789Z" }, +] + +[[package]] +name = "pillow" +version = "11.3.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/f3/0d/d0d6dea55cd152ce3d6767bb38a8fc10e33796ba4ba210cbab9354b6d238/pillow-11.3.0.tar.gz", hash = "sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523", size = 47113069, upload-time = "2025-07-01T09:16:30.666Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4c/5d/45a3553a253ac8763f3561371432a90bdbe6000fbdcf1397ffe502aa206c/pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860", size = 5316554, upload-time = "2025-07-01T09:13:39.342Z" }, + { url = "https://files.pythonhosted.org/packages/7c/c8/67c12ab069ef586a25a4a79ced553586748fad100c77c0ce59bb4983ac98/pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad", size = 4686548, upload-time = "2025-07-01T09:13:41.835Z" }, + { url = "https://files.pythonhosted.org/packages/2f/bd/6741ebd56263390b382ae4c5de02979af7f8bd9807346d068700dd6d5cf9/pillow-11.3.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7107195ddc914f656c7fc8e4a5e1c25f32e9236ea3ea860f257b0436011fddd0", size = 5859742, upload-time = "2025-07-03T13:09:47.439Z" }, + { url = "https://files.pythonhosted.org/packages/ca/0b/c412a9e27e1e6a829e6ab6c2dca52dd563efbedf4c9c6aa453d9a9b77359/pillow-11.3.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc3e831b563b3114baac7ec2ee86819eb03caa1a2cef0b481a5675b59c4fe23b", size = 7633087, upload-time = "2025-07-03T13:09:51.796Z" }, + { url = "https://files.pythonhosted.org/packages/59/9d/9b7076aaf30f5dd17e5e5589b2d2f5a5d7e30ff67a171eb686e4eecc2adf/pillow-11.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f1f182ebd2303acf8c380a54f615ec883322593320a9b00438eb842c1f37ae50", size = 5963350, upload-time = "2025-07-01T09:13:43.865Z" }, + { url = "https://files.pythonhosted.org/packages/f0/16/1a6bf01fb622fb9cf5c91683823f073f053005c849b1f52ed613afcf8dae/pillow-11.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4445fa62e15936a028672fd48c4c11a66d641d2c05726c7ec1f8ba6a572036ae", size = 6631840, upload-time = "2025-07-01T09:13:46.161Z" }, + { url = "https://files.pythonhosted.org/packages/7b/e6/6ff7077077eb47fde78739e7d570bdcd7c10495666b6afcd23ab56b19a43/pillow-11.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:71f511f6b3b91dd543282477be45a033e4845a40278fa8dcdbfdb07109bf18f9", size = 6074005, upload-time = "2025-07-01T09:13:47.829Z" }, + { url = "https://files.pythonhosted.org/packages/c3/3a/b13f36832ea6d279a697231658199e0a03cd87ef12048016bdcc84131601/pillow-11.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:040a5b691b0713e1f6cbe222e0f4f74cd233421e105850ae3b3c0ceda520f42e", size = 6708372, upload-time = "2025-07-01T09:13:52.145Z" }, + { url = "https://files.pythonhosted.org/packages/6c/e4/61b2e1a7528740efbc70b3d581f33937e38e98ef3d50b05007267a55bcb2/pillow-11.3.0-cp310-cp310-win32.whl", hash = "sha256:89bd777bc6624fe4115e9fac3352c79ed60f3bb18651420635f26e643e3dd1f6", size = 6277090, upload-time = "2025-07-01T09:13:53.915Z" }, + { url = "https://files.pythonhosted.org/packages/a9/d3/60c781c83a785d6afbd6a326ed4d759d141de43aa7365725cbcd65ce5e54/pillow-11.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:19d2ff547c75b8e3ff46f4d9ef969a06c30ab2d4263a9e287733aa8b2429ce8f", size = 6985988, upload-time = "2025-07-01T09:13:55.699Z" }, + { url = "https://files.pythonhosted.org/packages/9f/28/4f4a0203165eefb3763939c6789ba31013a2e90adffb456610f30f613850/pillow-11.3.0-cp310-cp310-win_arm64.whl", hash = "sha256:819931d25e57b513242859ce1876c58c59dc31587847bf74cfe06b2e0cb22d2f", size = 2422899, upload-time = "2025-07-01T09:13:57.497Z" }, + { url = "https://files.pythonhosted.org/packages/db/26/77f8ed17ca4ffd60e1dcd220a6ec6d71210ba398cfa33a13a1cd614c5613/pillow-11.3.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:1cd110edf822773368b396281a2293aeb91c90a2db00d78ea43e7e861631b722", size = 5316531, upload-time = "2025-07-01T09:13:59.203Z" }, + { url = "https://files.pythonhosted.org/packages/cb/39/ee475903197ce709322a17a866892efb560f57900d9af2e55f86db51b0a5/pillow-11.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9c412fddd1b77a75aa904615ebaa6001f169b26fd467b4be93aded278266b288", size = 4686560, upload-time = "2025-07-01T09:14:01.101Z" }, + { url = "https://files.pythonhosted.org/packages/d5/90/442068a160fd179938ba55ec8c97050a612426fae5ec0a764e345839f76d/pillow-11.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7d1aa4de119a0ecac0a34a9c8bde33f34022e2e8f99104e47a3ca392fd60e37d", size = 5870978, upload-time = "2025-07-03T13:09:55.638Z" }, + { url = "https://files.pythonhosted.org/packages/13/92/dcdd147ab02daf405387f0218dcf792dc6dd5b14d2573d40b4caeef01059/pillow-11.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:91da1d88226663594e3f6b4b8c3c8d85bd504117d043740a8e0ec449087cc494", size = 7641168, upload-time = "2025-07-03T13:10:00.37Z" }, + { url = "https://files.pythonhosted.org/packages/6e/db/839d6ba7fd38b51af641aa904e2960e7a5644d60ec754c046b7d2aee00e5/pillow-11.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:643f189248837533073c405ec2f0bb250ba54598cf80e8c1e043381a60632f58", size = 5973053, upload-time = "2025-07-01T09:14:04.491Z" }, + { url = "https://files.pythonhosted.org/packages/f2/2f/d7675ecae6c43e9f12aa8d58b6012683b20b6edfbdac7abcb4e6af7a3784/pillow-11.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:106064daa23a745510dabce1d84f29137a37224831d88eb4ce94bb187b1d7e5f", size = 6640273, upload-time = "2025-07-01T09:14:06.235Z" }, + { url = "https://files.pythonhosted.org/packages/45/ad/931694675ede172e15b2ff03c8144a0ddaea1d87adb72bb07655eaffb654/pillow-11.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd8ff254faf15591e724dc7c4ddb6bf4793efcbe13802a4ae3e863cd300b493e", size = 6082043, upload-time = "2025-07-01T09:14:07.978Z" }, + { url = "https://files.pythonhosted.org/packages/3a/04/ba8f2b11fc80d2dd462d7abec16351b45ec99cbbaea4387648a44190351a/pillow-11.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:932c754c2d51ad2b2271fd01c3d121daaa35e27efae2a616f77bf164bc0b3e94", size = 6715516, upload-time = "2025-07-01T09:14:10.233Z" }, + { url = "https://files.pythonhosted.org/packages/48/59/8cd06d7f3944cc7d892e8533c56b0acb68399f640786313275faec1e3b6f/pillow-11.3.0-cp311-cp311-win32.whl", hash = "sha256:b4b8f3efc8d530a1544e5962bd6b403d5f7fe8b9e08227c6b255f98ad82b4ba0", size = 6274768, upload-time = "2025-07-01T09:14:11.921Z" }, + { url = "https://files.pythonhosted.org/packages/f1/cc/29c0f5d64ab8eae20f3232da8f8571660aa0ab4b8f1331da5c2f5f9a938e/pillow-11.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:1a992e86b0dd7aeb1f053cd506508c0999d710a8f07b4c791c63843fc6a807ac", size = 6986055, upload-time = "2025-07-01T09:14:13.623Z" }, + { url = "https://files.pythonhosted.org/packages/c6/df/90bd886fabd544c25addd63e5ca6932c86f2b701d5da6c7839387a076b4a/pillow-11.3.0-cp311-cp311-win_arm64.whl", hash = "sha256:30807c931ff7c095620fe04448e2c2fc673fcbb1ffe2a7da3fb39613489b1ddd", size = 2423079, upload-time = "2025-07-01T09:14:15.268Z" }, + { url = "https://files.pythonhosted.org/packages/40/fe/1bc9b3ee13f68487a99ac9529968035cca2f0a51ec36892060edcc51d06a/pillow-11.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fdae223722da47b024b867c1ea0be64e0df702c5e0a60e27daad39bf960dd1e4", size = 5278800, upload-time = "2025-07-01T09:14:17.648Z" }, + { url = "https://files.pythonhosted.org/packages/2c/32/7e2ac19b5713657384cec55f89065fb306b06af008cfd87e572035b27119/pillow-11.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:921bd305b10e82b4d1f5e802b6850677f965d8394203d182f078873851dada69", size = 4686296, upload-time = "2025-07-01T09:14:19.828Z" }, + { url = "https://files.pythonhosted.org/packages/8e/1e/b9e12bbe6e4c2220effebc09ea0923a07a6da1e1f1bfbc8d7d29a01ce32b/pillow-11.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:eb76541cba2f958032d79d143b98a3a6b3ea87f0959bbe256c0b5e416599fd5d", size = 5871726, upload-time = "2025-07-03T13:10:04.448Z" }, + { url = "https://files.pythonhosted.org/packages/8d/33/e9200d2bd7ba00dc3ddb78df1198a6e80d7669cce6c2bdbeb2530a74ec58/pillow-11.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:67172f2944ebba3d4a7b54f2e95c786a3a50c21b88456329314caaa28cda70f6", size = 7644652, upload-time = "2025-07-03T13:10:10.391Z" }, + { url = "https://files.pythonhosted.org/packages/41/f1/6f2427a26fc683e00d985bc391bdd76d8dd4e92fac33d841127eb8fb2313/pillow-11.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97f07ed9f56a3b9b5f49d3661dc9607484e85c67e27f3e8be2c7d28ca032fec7", size = 5977787, upload-time = "2025-07-01T09:14:21.63Z" }, + { url = "https://files.pythonhosted.org/packages/e4/c9/06dd4a38974e24f932ff5f98ea3c546ce3f8c995d3f0985f8e5ba48bba19/pillow-11.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:676b2815362456b5b3216b4fd5bd89d362100dc6f4945154ff172e206a22c024", size = 6645236, upload-time = "2025-07-01T09:14:23.321Z" }, + { url = "https://files.pythonhosted.org/packages/40/e7/848f69fb79843b3d91241bad658e9c14f39a32f71a301bcd1d139416d1be/pillow-11.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3e184b2f26ff146363dd07bde8b711833d7b0202e27d13540bfe2e35a323a809", size = 6086950, upload-time = "2025-07-01T09:14:25.237Z" }, + { url = "https://files.pythonhosted.org/packages/0b/1a/7cff92e695a2a29ac1958c2a0fe4c0b2393b60aac13b04a4fe2735cad52d/pillow-11.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6be31e3fc9a621e071bc17bb7de63b85cbe0bfae91bb0363c893cbe67247780d", size = 6723358, upload-time = "2025-07-01T09:14:27.053Z" }, + { url = "https://files.pythonhosted.org/packages/26/7d/73699ad77895f69edff76b0f332acc3d497f22f5d75e5360f78cbcaff248/pillow-11.3.0-cp312-cp312-win32.whl", hash = "sha256:7b161756381f0918e05e7cb8a371fff367e807770f8fe92ecb20d905d0e1c149", size = 6275079, upload-time = "2025-07-01T09:14:30.104Z" }, + { url = "https://files.pythonhosted.org/packages/8c/ce/e7dfc873bdd9828f3b6e5c2bbb74e47a98ec23cc5c74fc4e54462f0d9204/pillow-11.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:a6444696fce635783440b7f7a9fc24b3ad10a9ea3f0ab66c5905be1c19ccf17d", size = 6986324, upload-time = "2025-07-01T09:14:31.899Z" }, + { url = "https://files.pythonhosted.org/packages/16/8f/b13447d1bf0b1f7467ce7d86f6e6edf66c0ad7cf44cf5c87a37f9bed9936/pillow-11.3.0-cp312-cp312-win_arm64.whl", hash = "sha256:2aceea54f957dd4448264f9bf40875da0415c83eb85f55069d89c0ed436e3542", size = 2423067, upload-time = "2025-07-01T09:14:33.709Z" }, + { url = "https://files.pythonhosted.org/packages/1e/93/0952f2ed8db3a5a4c7a11f91965d6184ebc8cd7cbb7941a260d5f018cd2d/pillow-11.3.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd", size = 2128328, upload-time = "2025-07-01T09:14:35.276Z" }, + { url = "https://files.pythonhosted.org/packages/4b/e8/100c3d114b1a0bf4042f27e0f87d2f25e857e838034e98ca98fe7b8c0a9c/pillow-11.3.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8", size = 2170652, upload-time = "2025-07-01T09:14:37.203Z" }, + { url = "https://files.pythonhosted.org/packages/aa/86/3f758a28a6e381758545f7cdb4942e1cb79abd271bea932998fc0db93cb6/pillow-11.3.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f", size = 2227443, upload-time = "2025-07-01T09:14:39.344Z" }, + { url = "https://files.pythonhosted.org/packages/01/f4/91d5b3ffa718df2f53b0dc109877993e511f4fd055d7e9508682e8aba092/pillow-11.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c", size = 5278474, upload-time = "2025-07-01T09:14:41.843Z" }, + { url = "https://files.pythonhosted.org/packages/f9/0e/37d7d3eca6c879fbd9dba21268427dffda1ab00d4eb05b32923d4fbe3b12/pillow-11.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd", size = 4686038, upload-time = "2025-07-01T09:14:44.008Z" }, + { url = "https://files.pythonhosted.org/packages/ff/b0/3426e5c7f6565e752d81221af9d3676fdbb4f352317ceafd42899aaf5d8a/pillow-11.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e", size = 5864407, upload-time = "2025-07-03T13:10:15.628Z" }, + { url = "https://files.pythonhosted.org/packages/fc/c1/c6c423134229f2a221ee53f838d4be9d82bab86f7e2f8e75e47b6bf6cd77/pillow-11.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1", size = 7639094, upload-time = "2025-07-03T13:10:21.857Z" }, + { url = "https://files.pythonhosted.org/packages/ba/c9/09e6746630fe6372c67c648ff9deae52a2bc20897d51fa293571977ceb5d/pillow-11.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805", size = 5973503, upload-time = "2025-07-01T09:14:45.698Z" }, + { url = "https://files.pythonhosted.org/packages/d5/1c/a2a29649c0b1983d3ef57ee87a66487fdeb45132df66ab30dd37f7dbe162/pillow-11.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8", size = 6642574, upload-time = "2025-07-01T09:14:47.415Z" }, + { url = "https://files.pythonhosted.org/packages/36/de/d5cc31cc4b055b6c6fd990e3e7f0f8aaf36229a2698501bcb0cdf67c7146/pillow-11.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2", size = 6084060, upload-time = "2025-07-01T09:14:49.636Z" }, + { url = "https://files.pythonhosted.org/packages/d5/ea/502d938cbaeec836ac28a9b730193716f0114c41325db428e6b280513f09/pillow-11.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b", size = 6721407, upload-time = "2025-07-01T09:14:51.962Z" }, + { url = "https://files.pythonhosted.org/packages/45/9c/9c5e2a73f125f6cbc59cc7087c8f2d649a7ae453f83bd0362ff7c9e2aee2/pillow-11.3.0-cp313-cp313-win32.whl", hash = "sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3", size = 6273841, upload-time = "2025-07-01T09:14:54.142Z" }, + { url = "https://files.pythonhosted.org/packages/23/85/397c73524e0cd212067e0c969aa245b01d50183439550d24d9f55781b776/pillow-11.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51", size = 6978450, upload-time = "2025-07-01T09:14:56.436Z" }, + { url = "https://files.pythonhosted.org/packages/17/d2/622f4547f69cd173955194b78e4d19ca4935a1b0f03a302d655c9f6aae65/pillow-11.3.0-cp313-cp313-win_arm64.whl", hash = "sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580", size = 2423055, upload-time = "2025-07-01T09:14:58.072Z" }, + { url = "https://files.pythonhosted.org/packages/dd/80/a8a2ac21dda2e82480852978416cfacd439a4b490a501a288ecf4fe2532d/pillow-11.3.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e", size = 5281110, upload-time = "2025-07-01T09:14:59.79Z" }, + { url = "https://files.pythonhosted.org/packages/44/d6/b79754ca790f315918732e18f82a8146d33bcd7f4494380457ea89eb883d/pillow-11.3.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d", size = 4689547, upload-time = "2025-07-01T09:15:01.648Z" }, + { url = "https://files.pythonhosted.org/packages/49/20/716b8717d331150cb00f7fdd78169c01e8e0c219732a78b0e59b6bdb2fd6/pillow-11.3.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced", size = 5901554, upload-time = "2025-07-03T13:10:27.018Z" }, + { url = "https://files.pythonhosted.org/packages/74/cf/a9f3a2514a65bb071075063a96f0a5cf949c2f2fce683c15ccc83b1c1cab/pillow-11.3.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c", size = 7669132, upload-time = "2025-07-03T13:10:33.01Z" }, + { url = "https://files.pythonhosted.org/packages/98/3c/da78805cbdbee9cb43efe8261dd7cc0b4b93f2ac79b676c03159e9db2187/pillow-11.3.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8", size = 6005001, upload-time = "2025-07-01T09:15:03.365Z" }, + { url = "https://files.pythonhosted.org/packages/6c/fa/ce044b91faecf30e635321351bba32bab5a7e034c60187fe9698191aef4f/pillow-11.3.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59", size = 6668814, upload-time = "2025-07-01T09:15:05.655Z" }, + { url = "https://files.pythonhosted.org/packages/7b/51/90f9291406d09bf93686434f9183aba27b831c10c87746ff49f127ee80cb/pillow-11.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe", size = 6113124, upload-time = "2025-07-01T09:15:07.358Z" }, + { url = "https://files.pythonhosted.org/packages/cd/5a/6fec59b1dfb619234f7636d4157d11fb4e196caeee220232a8d2ec48488d/pillow-11.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c", size = 6747186, upload-time = "2025-07-01T09:15:09.317Z" }, + { url = "https://files.pythonhosted.org/packages/49/6b/00187a044f98255225f172de653941e61da37104a9ea60e4f6887717e2b5/pillow-11.3.0-cp313-cp313t-win32.whl", hash = "sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788", size = 6277546, upload-time = "2025-07-01T09:15:11.311Z" }, + { url = "https://files.pythonhosted.org/packages/e8/5c/6caaba7e261c0d75bab23be79f1d06b5ad2a2ae49f028ccec801b0e853d6/pillow-11.3.0-cp313-cp313t-win_amd64.whl", hash = "sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31", size = 6985102, upload-time = "2025-07-01T09:15:13.164Z" }, + { url = "https://files.pythonhosted.org/packages/f3/7e/b623008460c09a0cb38263c93b828c666493caee2eb34ff67f778b87e58c/pillow-11.3.0-cp313-cp313t-win_arm64.whl", hash = "sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e", size = 2424803, upload-time = "2025-07-01T09:15:15.695Z" }, + { url = "https://files.pythonhosted.org/packages/73/f4/04905af42837292ed86cb1b1dabe03dce1edc008ef14c473c5c7e1443c5d/pillow-11.3.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d9da3df5f9ea2a89b81bb6087177fb1f4d1c7146d583a3fe5c672c0d94e55e12", size = 5278520, upload-time = "2025-07-01T09:15:17.429Z" }, + { url = "https://files.pythonhosted.org/packages/41/b0/33d79e377a336247df6348a54e6d2a2b85d644ca202555e3faa0cf811ecc/pillow-11.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:0b275ff9b04df7b640c59ec5a3cb113eefd3795a8df80bac69646ef699c6981a", size = 4686116, upload-time = "2025-07-01T09:15:19.423Z" }, + { url = "https://files.pythonhosted.org/packages/49/2d/ed8bc0ab219ae8768f529597d9509d184fe8a6c4741a6864fea334d25f3f/pillow-11.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0743841cabd3dba6a83f38a92672cccbd69af56e3e91777b0ee7f4dba4385632", size = 5864597, upload-time = "2025-07-03T13:10:38.404Z" }, + { url = "https://files.pythonhosted.org/packages/b5/3d/b932bb4225c80b58dfadaca9d42d08d0b7064d2d1791b6a237f87f661834/pillow-11.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2465a69cf967b8b49ee1b96d76718cd98c4e925414ead59fdf75cf0fd07df673", size = 7638246, upload-time = "2025-07-03T13:10:44.987Z" }, + { url = "https://files.pythonhosted.org/packages/09/b5/0487044b7c096f1b48f0d7ad416472c02e0e4bf6919541b111efd3cae690/pillow-11.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41742638139424703b4d01665b807c6468e23e699e8e90cffefe291c5832b027", size = 5973336, upload-time = "2025-07-01T09:15:21.237Z" }, + { url = "https://files.pythonhosted.org/packages/a8/2d/524f9318f6cbfcc79fbc004801ea6b607ec3f843977652fdee4857a7568b/pillow-11.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:93efb0b4de7e340d99057415c749175e24c8864302369e05914682ba642e5d77", size = 6642699, upload-time = "2025-07-01T09:15:23.186Z" }, + { url = "https://files.pythonhosted.org/packages/6f/d2/a9a4f280c6aefedce1e8f615baaa5474e0701d86dd6f1dede66726462bbd/pillow-11.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7966e38dcd0fa11ca390aed7c6f20454443581d758242023cf36fcb319b1a874", size = 6083789, upload-time = "2025-07-01T09:15:25.1Z" }, + { url = "https://files.pythonhosted.org/packages/fe/54/86b0cd9dbb683a9d5e960b66c7379e821a19be4ac5810e2e5a715c09a0c0/pillow-11.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:98a9afa7b9007c67ed84c57c9e0ad86a6000da96eaa638e4f8abe5b65ff83f0a", size = 6720386, upload-time = "2025-07-01T09:15:27.378Z" }, + { url = "https://files.pythonhosted.org/packages/e7/95/88efcaf384c3588e24259c4203b909cbe3e3c2d887af9e938c2022c9dd48/pillow-11.3.0-cp314-cp314-win32.whl", hash = "sha256:02a723e6bf909e7cea0dac1b0e0310be9d7650cd66222a5f1c571455c0a45214", size = 6370911, upload-time = "2025-07-01T09:15:29.294Z" }, + { url = "https://files.pythonhosted.org/packages/2e/cc/934e5820850ec5eb107e7b1a72dd278140731c669f396110ebc326f2a503/pillow-11.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:a418486160228f64dd9e9efcd132679b7a02a5f22c982c78b6fc7dab3fefb635", size = 7117383, upload-time = "2025-07-01T09:15:31.128Z" }, + { url = "https://files.pythonhosted.org/packages/d6/e9/9c0a616a71da2a5d163aa37405e8aced9a906d574b4a214bede134e731bc/pillow-11.3.0-cp314-cp314-win_arm64.whl", hash = "sha256:155658efb5e044669c08896c0c44231c5e9abcaadbc5cd3648df2f7c0b96b9a6", size = 2511385, upload-time = "2025-07-01T09:15:33.328Z" }, + { url = "https://files.pythonhosted.org/packages/1a/33/c88376898aff369658b225262cd4f2659b13e8178e7534df9e6e1fa289f6/pillow-11.3.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:59a03cdf019efbfeeed910bf79c7c93255c3d54bc45898ac2a4140071b02b4ae", size = 5281129, upload-time = "2025-07-01T09:15:35.194Z" }, + { url = "https://files.pythonhosted.org/packages/1f/70/d376247fb36f1844b42910911c83a02d5544ebd2a8bad9efcc0f707ea774/pillow-11.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f8a5827f84d973d8636e9dc5764af4f0cf2318d26744b3d902931701b0d46653", size = 4689580, upload-time = "2025-07-01T09:15:37.114Z" }, + { url = "https://files.pythonhosted.org/packages/eb/1c/537e930496149fbac69efd2fc4329035bbe2e5475b4165439e3be9cb183b/pillow-11.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ee92f2fd10f4adc4b43d07ec5e779932b4eb3dbfbc34790ada5a6669bc095aa6", size = 5902860, upload-time = "2025-07-03T13:10:50.248Z" }, + { url = "https://files.pythonhosted.org/packages/bd/57/80f53264954dcefeebcf9dae6e3eb1daea1b488f0be8b8fef12f79a3eb10/pillow-11.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c96d333dcf42d01f47b37e0979b6bd73ec91eae18614864622d9b87bbd5bbf36", size = 7670694, upload-time = "2025-07-03T13:10:56.432Z" }, + { url = "https://files.pythonhosted.org/packages/70/ff/4727d3b71a8578b4587d9c276e90efad2d6fe0335fd76742a6da08132e8c/pillow-11.3.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4c96f993ab8c98460cd0c001447bff6194403e8b1d7e149ade5f00594918128b", size = 6005888, upload-time = "2025-07-01T09:15:39.436Z" }, + { url = "https://files.pythonhosted.org/packages/05/ae/716592277934f85d3be51d7256f3636672d7b1abfafdc42cf3f8cbd4b4c8/pillow-11.3.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:41342b64afeba938edb034d122b2dda5db2139b9a4af999729ba8818e0056477", size = 6670330, upload-time = "2025-07-01T09:15:41.269Z" }, + { url = "https://files.pythonhosted.org/packages/e7/bb/7fe6cddcc8827b01b1a9766f5fdeb7418680744f9082035bdbabecf1d57f/pillow-11.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:068d9c39a2d1b358eb9f245ce7ab1b5c3246c7c8c7d9ba58cfa5b43146c06e50", size = 6114089, upload-time = "2025-07-01T09:15:43.13Z" }, + { url = "https://files.pythonhosted.org/packages/8b/f5/06bfaa444c8e80f1a8e4bff98da9c83b37b5be3b1deaa43d27a0db37ef84/pillow-11.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a1bc6ba083b145187f648b667e05a2534ecc4b9f2784c2cbe3089e44868f2b9b", size = 6748206, upload-time = "2025-07-01T09:15:44.937Z" }, + { url = "https://files.pythonhosted.org/packages/f0/77/bc6f92a3e8e6e46c0ca78abfffec0037845800ea38c73483760362804c41/pillow-11.3.0-cp314-cp314t-win32.whl", hash = "sha256:118ca10c0d60b06d006be10a501fd6bbdfef559251ed31b794668ed569c87e12", size = 6377370, upload-time = "2025-07-01T09:15:46.673Z" }, + { url = "https://files.pythonhosted.org/packages/4a/82/3a721f7d69dca802befb8af08b7c79ebcab461007ce1c18bd91a5d5896f9/pillow-11.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8924748b688aa210d79883357d102cd64690e56b923a186f35a82cbc10f997db", size = 7121500, upload-time = "2025-07-01T09:15:48.512Z" }, + { url = "https://files.pythonhosted.org/packages/89/c7/5572fa4a3f45740eaab6ae86fcdf7195b55beac1371ac8c619d880cfe948/pillow-11.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa", size = 2512835, upload-time = "2025-07-01T09:15:50.399Z" }, + { url = "https://files.pythonhosted.org/packages/9e/8e/9c089f01677d1264ab8648352dcb7773f37da6ad002542760c80107da816/pillow-11.3.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:48d254f8a4c776de343051023eb61ffe818299eeac478da55227d96e241de53f", size = 5316478, upload-time = "2025-07-01T09:15:52.209Z" }, + { url = "https://files.pythonhosted.org/packages/b5/a9/5749930caf674695867eb56a581e78eb5f524b7583ff10b01b6e5048acb3/pillow-11.3.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7aee118e30a4cf54fdd873bd3a29de51e29105ab11f9aad8c32123f58c8f8081", size = 4686522, upload-time = "2025-07-01T09:15:54.162Z" }, + { url = "https://files.pythonhosted.org/packages/43/46/0b85b763eb292b691030795f9f6bb6fcaf8948c39413c81696a01c3577f7/pillow-11.3.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:23cff760a9049c502721bdb743a7cb3e03365fafcdfc2ef9784610714166e5a4", size = 5853376, upload-time = "2025-07-03T13:11:01.066Z" }, + { url = "https://files.pythonhosted.org/packages/5e/c6/1a230ec0067243cbd60bc2dad5dc3ab46a8a41e21c15f5c9b52b26873069/pillow-11.3.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6359a3bc43f57d5b375d1ad54a0074318a0844d11b76abccf478c37c986d3cfc", size = 7626020, upload-time = "2025-07-03T13:11:06.479Z" }, + { url = "https://files.pythonhosted.org/packages/63/dd/f296c27ffba447bfad76c6a0c44c1ea97a90cb9472b9304c94a732e8dbfb/pillow-11.3.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:092c80c76635f5ecb10f3f83d76716165c96f5229addbd1ec2bdbbda7d496e06", size = 5956732, upload-time = "2025-07-01T09:15:56.111Z" }, + { url = "https://files.pythonhosted.org/packages/a5/a0/98a3630f0b57f77bae67716562513d3032ae70414fcaf02750279c389a9e/pillow-11.3.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cadc9e0ea0a2431124cde7e1697106471fc4c1da01530e679b2391c37d3fbb3a", size = 6624404, upload-time = "2025-07-01T09:15:58.245Z" }, + { url = "https://files.pythonhosted.org/packages/de/e6/83dfba5646a290edd9a21964da07674409e410579c341fc5b8f7abd81620/pillow-11.3.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:6a418691000f2a418c9135a7cf0d797c1bb7d9a485e61fe8e7722845b95ef978", size = 6067760, upload-time = "2025-07-01T09:16:00.003Z" }, + { url = "https://files.pythonhosted.org/packages/bc/41/15ab268fe6ee9a2bc7391e2bbb20a98d3974304ab1a406a992dcb297a370/pillow-11.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:97afb3a00b65cc0804d1c7abddbf090a81eaac02768af58cbdcaaa0a931e0b6d", size = 6700534, upload-time = "2025-07-01T09:16:02.29Z" }, + { url = "https://files.pythonhosted.org/packages/64/79/6d4f638b288300bed727ff29f2a3cb63db054b33518a95f27724915e3fbc/pillow-11.3.0-cp39-cp39-win32.whl", hash = "sha256:ea944117a7974ae78059fcc1800e5d3295172bb97035c0c1d9345fca1419da71", size = 6277091, upload-time = "2025-07-01T09:16:04.4Z" }, + { url = "https://files.pythonhosted.org/packages/46/05/4106422f45a05716fd34ed21763f8ec182e8ea00af6e9cb05b93a247361a/pillow-11.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:e5c5858ad8ec655450a7c7df532e9842cf8df7cc349df7225c60d5d348c8aada", size = 6986091, upload-time = "2025-07-01T09:16:06.342Z" }, + { url = "https://files.pythonhosted.org/packages/63/c6/287fd55c2c12761d0591549d48885187579b7c257bef0c6660755b0b59ae/pillow-11.3.0-cp39-cp39-win_arm64.whl", hash = "sha256:6abdbfd3aea42be05702a8dd98832329c167ee84400a1d1f61ab11437f1717eb", size = 2422632, upload-time = "2025-07-01T09:16:08.142Z" }, + { url = "https://files.pythonhosted.org/packages/6f/8b/209bd6b62ce8367f47e68a218bffac88888fdf2c9fcf1ecadc6c3ec1ebc7/pillow-11.3.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:3cee80663f29e3843b68199b9d6f4f54bd1d4a6b59bdd91bceefc51238bcb967", size = 5270556, upload-time = "2025-07-01T09:16:09.961Z" }, + { url = "https://files.pythonhosted.org/packages/2e/e6/231a0b76070c2cfd9e260a7a5b504fb72da0a95279410fa7afd99d9751d6/pillow-11.3.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:b5f56c3f344f2ccaf0dd875d3e180f631dc60a51b314295a3e681fe8cf851fbe", size = 4654625, upload-time = "2025-07-01T09:16:11.913Z" }, + { url = "https://files.pythonhosted.org/packages/13/f4/10cf94fda33cb12765f2397fc285fa6d8eb9c29de7f3185165b702fc7386/pillow-11.3.0-pp310-pypy310_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e67d793d180c9df62f1f40aee3accca4829d3794c95098887edc18af4b8b780c", size = 4874207, upload-time = "2025-07-03T13:11:10.201Z" }, + { url = "https://files.pythonhosted.org/packages/72/c9/583821097dc691880c92892e8e2d41fe0a5a3d6021f4963371d2f6d57250/pillow-11.3.0-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25", size = 6583939, upload-time = "2025-07-03T13:11:15.68Z" }, + { url = "https://files.pythonhosted.org/packages/3b/8e/5c9d410f9217b12320efc7c413e72693f48468979a013ad17fd690397b9a/pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27", size = 4957166, upload-time = "2025-07-01T09:16:13.74Z" }, + { url = "https://files.pythonhosted.org/packages/62/bb/78347dbe13219991877ffb3a91bf09da8317fbfcd4b5f9140aeae020ad71/pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a", size = 5581482, upload-time = "2025-07-01T09:16:16.107Z" }, + { url = "https://files.pythonhosted.org/packages/d9/28/1000353d5e61498aaeaaf7f1e4b49ddb05f2c6575f9d4f9f914a3538b6e1/pillow-11.3.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f", size = 6984596, upload-time = "2025-07-01T09:16:18.07Z" }, + { url = "https://files.pythonhosted.org/packages/9e/e3/6fa84033758276fb31da12e5fb66ad747ae83b93c67af17f8c6ff4cc8f34/pillow-11.3.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6", size = 5270566, upload-time = "2025-07-01T09:16:19.801Z" }, + { url = "https://files.pythonhosted.org/packages/5b/ee/e8d2e1ab4892970b561e1ba96cbd59c0d28cf66737fc44abb2aec3795a4e/pillow-11.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438", size = 4654618, upload-time = "2025-07-01T09:16:21.818Z" }, + { url = "https://files.pythonhosted.org/packages/f2/6d/17f80f4e1f0761f02160fc433abd4109fa1548dcfdca46cfdadaf9efa565/pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3", size = 4874248, upload-time = "2025-07-03T13:11:20.738Z" }, + { url = "https://files.pythonhosted.org/packages/de/5f/c22340acd61cef960130585bbe2120e2fd8434c214802f07e8c03596b17e/pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c", size = 6583963, upload-time = "2025-07-03T13:11:26.283Z" }, + { url = "https://files.pythonhosted.org/packages/31/5e/03966aedfbfcbb4d5f8aa042452d3361f325b963ebbadddac05b122e47dd/pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361", size = 4957170, upload-time = "2025-07-01T09:16:23.762Z" }, + { url = "https://files.pythonhosted.org/packages/cc/2d/e082982aacc927fc2cab48e1e731bdb1643a1406acace8bed0900a61464e/pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7", size = 5581505, upload-time = "2025-07-01T09:16:25.593Z" }, + { url = "https://files.pythonhosted.org/packages/34/e7/ae39f538fd6844e982063c3a5e4598b8ced43b9633baa3a85ef33af8c05c/pillow-11.3.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8", size = 6984598, upload-time = "2025-07-01T09:16:27.732Z" }, +] + +[[package]] +name = "pillow" +version = "12.1.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/d0/02/d52c733a2452ef1ffcc123b68e6606d07276b0e358db70eabad7e40042b7/pillow-12.1.0.tar.gz", hash = "sha256:5c5ae0a06e9ea030ab786b0251b32c7e4ce10e58d983c0d5c56029455180b5b9", size = 46977283, upload-time = "2026-01-02T09:13:29.892Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fe/41/f73d92b6b883a579e79600d391f2e21cb0df767b2714ecbd2952315dfeef/pillow-12.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:fb125d860738a09d363a88daa0f59c4533529a90e564785e20fe875b200b6dbd", size = 5304089, upload-time = "2026-01-02T09:10:24.953Z" }, + { url = "https://files.pythonhosted.org/packages/94/55/7aca2891560188656e4a91ed9adba305e914a4496800da6b5c0a15f09edf/pillow-12.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cad302dc10fac357d3467a74a9561c90609768a6f73a1923b0fd851b6486f8b0", size = 4657815, upload-time = "2026-01-02T09:10:27.063Z" }, + { url = "https://files.pythonhosted.org/packages/e9/d2/b28221abaa7b4c40b7dba948f0f6a708bd7342c4d47ce342f0ea39643974/pillow-12.1.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a40905599d8079e09f25027423aed94f2823adaf2868940de991e53a449e14a8", size = 6222593, upload-time = "2026-01-02T09:10:29.115Z" }, + { url = "https://files.pythonhosted.org/packages/71/b8/7a61fb234df6a9b0b479f69e66901209d89ff72a435b49933f9122f94cac/pillow-12.1.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:92a7fe4225365c5e3a8e598982269c6d6698d3e783b3b1ae979e7819f9cd55c1", size = 8027579, upload-time = "2026-01-02T09:10:31.182Z" }, + { url = "https://files.pythonhosted.org/packages/ea/51/55c751a57cc524a15a0e3db20e5cde517582359508d62305a627e77fd295/pillow-12.1.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f10c98f49227ed8383d28174ee95155a675c4ed7f85e2e573b04414f7e371bda", size = 6335760, upload-time = "2026-01-02T09:10:33.02Z" }, + { url = "https://files.pythonhosted.org/packages/dc/7c/60e3e6f5e5891a1a06b4c910f742ac862377a6fe842f7184df4a274ce7bf/pillow-12.1.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8637e29d13f478bc4f153d8daa9ffb16455f0a6cb287da1b432fdad2bfbd66c7", size = 7027127, upload-time = "2026-01-02T09:10:35.009Z" }, + { url = "https://files.pythonhosted.org/packages/06/37/49d47266ba50b00c27ba63a7c898f1bb41a29627ced8c09e25f19ebec0ff/pillow-12.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:21e686a21078b0f9cb8c8a961d99e6a4ddb88e0fc5ea6e130172ddddc2e5221a", size = 6449896, upload-time = "2026-01-02T09:10:36.793Z" }, + { url = "https://files.pythonhosted.org/packages/f9/e5/67fd87d2913902462cd9b79c6211c25bfe95fcf5783d06e1367d6d9a741f/pillow-12.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:2415373395a831f53933c23ce051021e79c8cd7979822d8cc478547a3f4da8ef", size = 7151345, upload-time = "2026-01-02T09:10:39.064Z" }, + { url = "https://files.pythonhosted.org/packages/bd/15/f8c7abf82af68b29f50d77c227e7a1f87ce02fdc66ded9bf603bc3b41180/pillow-12.1.0-cp310-cp310-win32.whl", hash = "sha256:e75d3dba8fc1ddfec0cd752108f93b83b4f8d6ab40e524a95d35f016b9683b09", size = 6325568, upload-time = "2026-01-02T09:10:41.035Z" }, + { url = "https://files.pythonhosted.org/packages/d4/24/7d1c0e160b6b5ac2605ef7d8be537e28753c0db5363d035948073f5513d7/pillow-12.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:64efdf00c09e31efd754448a383ea241f55a994fd079866b92d2bbff598aad91", size = 7032367, upload-time = "2026-01-02T09:10:43.09Z" }, + { url = "https://files.pythonhosted.org/packages/f4/03/41c038f0d7a06099254c60f618d0ec7be11e79620fc23b8e85e5b31d9a44/pillow-12.1.0-cp310-cp310-win_arm64.whl", hash = "sha256:f188028b5af6b8fb2e9a76ac0f841a575bd1bd396e46ef0840d9b88a48fdbcea", size = 2452345, upload-time = "2026-01-02T09:10:44.795Z" }, + { url = "https://files.pythonhosted.org/packages/43/c4/bf8328039de6cc22182c3ef007a2abfbbdab153661c0a9aa78af8d706391/pillow-12.1.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:a83e0850cb8f5ac975291ebfc4170ba481f41a28065277f7f735c202cd8e0af3", size = 5304057, upload-time = "2026-01-02T09:10:46.627Z" }, + { url = "https://files.pythonhosted.org/packages/43/06/7264c0597e676104cc22ca73ee48f752767cd4b1fe084662620b17e10120/pillow-12.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b6e53e82ec2db0717eabb276aa56cf4e500c9a7cec2c2e189b55c24f65a3e8c0", size = 4657811, upload-time = "2026-01-02T09:10:49.548Z" }, + { url = "https://files.pythonhosted.org/packages/72/64/f9189e44474610daf83da31145fa56710b627b5c4c0b9c235e34058f6b31/pillow-12.1.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:40a8e3b9e8773876d6e30daed22f016509e3987bab61b3b7fe309d7019a87451", size = 6232243, upload-time = "2026-01-02T09:10:51.62Z" }, + { url = "https://files.pythonhosted.org/packages/ef/30/0df458009be6a4caca4ca2c52975e6275c387d4e5c95544e34138b41dc86/pillow-12.1.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:800429ac32c9b72909c671aaf17ecd13110f823ddb7db4dfef412a5587c2c24e", size = 8037872, upload-time = "2026-01-02T09:10:53.446Z" }, + { url = "https://files.pythonhosted.org/packages/e4/86/95845d4eda4f4f9557e25381d70876aa213560243ac1a6d619c46caaedd9/pillow-12.1.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0b022eaaf709541b391ee069f0022ee5b36c709df71986e3f7be312e46f42c84", size = 6345398, upload-time = "2026-01-02T09:10:55.426Z" }, + { url = "https://files.pythonhosted.org/packages/5c/1f/8e66ab9be3aaf1435bc03edd1ebdf58ffcd17f7349c1d970cafe87af27d9/pillow-12.1.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f345e7bc9d7f368887c712aa5054558bad44d2a301ddf9248599f4161abc7c0", size = 7034667, upload-time = "2026-01-02T09:10:57.11Z" }, + { url = "https://files.pythonhosted.org/packages/f9/f6/683b83cb9b1db1fb52b87951b1c0b99bdcfceaa75febf11406c19f82cb5e/pillow-12.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d70347c8a5b7ccd803ec0c85c8709f036e6348f1e6a5bf048ecd9c64d3550b8b", size = 6458743, upload-time = "2026-01-02T09:10:59.331Z" }, + { url = "https://files.pythonhosted.org/packages/9a/7d/de833d63622538c1d58ce5395e7c6cb7e7dce80decdd8bde4a484e095d9f/pillow-12.1.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1fcc52d86ce7a34fd17cb04e87cfdb164648a3662a6f20565910a99653d66c18", size = 7159342, upload-time = "2026-01-02T09:11:01.82Z" }, + { url = "https://files.pythonhosted.org/packages/8c/40/50d86571c9e5868c42b81fe7da0c76ca26373f3b95a8dd675425f4a92ec1/pillow-12.1.0-cp311-cp311-win32.whl", hash = "sha256:3ffaa2f0659e2f740473bcf03c702c39a8d4b2b7ffc629052028764324842c64", size = 6328655, upload-time = "2026-01-02T09:11:04.556Z" }, + { url = "https://files.pythonhosted.org/packages/6c/af/b1d7e301c4cd26cd45d4af884d9ee9b6fab893b0ad2450d4746d74a6968c/pillow-12.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:806f3987ffe10e867bab0ddad45df1148a2b98221798457fa097ad85d6e8bc75", size = 7031469, upload-time = "2026-01-02T09:11:06.538Z" }, + { url = "https://files.pythonhosted.org/packages/48/36/d5716586d887fb2a810a4a61518a327a1e21c8b7134c89283af272efe84b/pillow-12.1.0-cp311-cp311-win_arm64.whl", hash = "sha256:9f5fefaca968e700ad1a4a9de98bf0869a94e397fe3524c4c9450c1445252304", size = 2452515, upload-time = "2026-01-02T09:11:08.226Z" }, + { url = "https://files.pythonhosted.org/packages/20/31/dc53fe21a2f2996e1b7d92bf671cdb157079385183ef7c1ae08b485db510/pillow-12.1.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a332ac4ccb84b6dde65dbace8431f3af08874bf9770719d32a635c4ef411b18b", size = 5262642, upload-time = "2026-01-02T09:11:10.138Z" }, + { url = "https://files.pythonhosted.org/packages/ab/c1/10e45ac9cc79419cedf5121b42dcca5a50ad2b601fa080f58c22fb27626e/pillow-12.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:907bfa8a9cb790748a9aa4513e37c88c59660da3bcfffbd24a7d9e6abf224551", size = 4657464, upload-time = "2026-01-02T09:11:12.319Z" }, + { url = "https://files.pythonhosted.org/packages/ad/26/7b82c0ab7ef40ebede7a97c72d473bda5950f609f8e0c77b04af574a0ddb/pillow-12.1.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:efdc140e7b63b8f739d09a99033aa430accce485ff78e6d311973a67b6bf3208", size = 6234878, upload-time = "2026-01-02T09:11:14.096Z" }, + { url = "https://files.pythonhosted.org/packages/76/25/27abc9792615b5e886ca9411ba6637b675f1b77af3104710ac7353fe5605/pillow-12.1.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:bef9768cab184e7ae6e559c032e95ba8d07b3023c289f79a2bd36e8bf85605a5", size = 8044868, upload-time = "2026-01-02T09:11:15.903Z" }, + { url = "https://files.pythonhosted.org/packages/0a/ea/f200a4c36d836100e7bc738fc48cd963d3ba6372ebc8298a889e0cfc3359/pillow-12.1.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:742aea052cf5ab5034a53c3846165bc3ce88d7c38e954120db0ab867ca242661", size = 6349468, upload-time = "2026-01-02T09:11:17.631Z" }, + { url = "https://files.pythonhosted.org/packages/11/8f/48d0b77ab2200374c66d344459b8958c86693be99526450e7aee714e03e4/pillow-12.1.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a6dfc2af5b082b635af6e08e0d1f9f1c4e04d17d4e2ca0ef96131e85eda6eb17", size = 7041518, upload-time = "2026-01-02T09:11:19.389Z" }, + { url = "https://files.pythonhosted.org/packages/1d/23/c281182eb986b5d31f0a76d2a2c8cd41722d6fb8ed07521e802f9bba52de/pillow-12.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:609e89d9f90b581c8d16358c9087df76024cf058fa693dd3e1e1620823f39670", size = 6462829, upload-time = "2026-01-02T09:11:21.28Z" }, + { url = "https://files.pythonhosted.org/packages/25/ef/7018273e0faac099d7b00982abdcc39142ae6f3bd9ceb06de09779c4a9d6/pillow-12.1.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:43b4899cfd091a9693a1278c4982f3e50f7fb7cff5153b05174b4afc9593b616", size = 7166756, upload-time = "2026-01-02T09:11:23.559Z" }, + { url = "https://files.pythonhosted.org/packages/8f/c8/993d4b7ab2e341fe02ceef9576afcf5830cdec640be2ac5bee1820d693d4/pillow-12.1.0-cp312-cp312-win32.whl", hash = "sha256:aa0c9cc0b82b14766a99fbe6084409972266e82f459821cd26997a488a7261a7", size = 6328770, upload-time = "2026-01-02T09:11:25.661Z" }, + { url = "https://files.pythonhosted.org/packages/a7/87/90b358775a3f02765d87655237229ba64a997b87efa8ccaca7dd3e36e7a7/pillow-12.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:d70534cea9e7966169ad29a903b99fc507e932069a881d0965a1a84bb57f6c6d", size = 7033406, upload-time = "2026-01-02T09:11:27.474Z" }, + { url = "https://files.pythonhosted.org/packages/5d/cf/881b457eccacac9e5b2ddd97d5071fb6d668307c57cbf4e3b5278e06e536/pillow-12.1.0-cp312-cp312-win_arm64.whl", hash = "sha256:65b80c1ee7e14a87d6a068dd3b0aea268ffcabfe0498d38661b00c5b4b22e74c", size = 2452612, upload-time = "2026-01-02T09:11:29.309Z" }, + { url = "https://files.pythonhosted.org/packages/dd/c7/2530a4aa28248623e9d7f27316b42e27c32ec410f695929696f2e0e4a778/pillow-12.1.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:7b5dd7cbae20285cdb597b10eb5a2c13aa9de6cde9bb64a3c1317427b1db1ae1", size = 4062543, upload-time = "2026-01-02T09:11:31.566Z" }, + { url = "https://files.pythonhosted.org/packages/8f/1f/40b8eae823dc1519b87d53c30ed9ef085506b05281d313031755c1705f73/pillow-12.1.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:29a4cef9cb672363926f0470afc516dbf7305a14d8c54f7abbb5c199cd8f8179", size = 4138373, upload-time = "2026-01-02T09:11:33.367Z" }, + { url = "https://files.pythonhosted.org/packages/d4/77/6fa60634cf06e52139fd0e89e5bbf055e8166c691c42fb162818b7fda31d/pillow-12.1.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:681088909d7e8fa9e31b9799aaa59ba5234c58e5e4f1951b4c4d1082a2e980e0", size = 3601241, upload-time = "2026-01-02T09:11:35.011Z" }, + { url = "https://files.pythonhosted.org/packages/4f/bf/28ab865de622e14b747f0cd7877510848252d950e43002e224fb1c9ababf/pillow-12.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:983976c2ab753166dc66d36af6e8ec15bb511e4a25856e2227e5f7e00a160587", size = 5262410, upload-time = "2026-01-02T09:11:36.682Z" }, + { url = "https://files.pythonhosted.org/packages/1c/34/583420a1b55e715937a85bd48c5c0991598247a1fd2eb5423188e765ea02/pillow-12.1.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:db44d5c160a90df2d24a24760bbd37607d53da0b34fb546c4c232af7192298ac", size = 4657312, upload-time = "2026-01-02T09:11:38.535Z" }, + { url = "https://files.pythonhosted.org/packages/1d/fd/f5a0896839762885b3376ff04878f86ab2b097c2f9a9cdccf4eda8ba8dc0/pillow-12.1.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6b7a9d1db5dad90e2991645874f708e87d9a3c370c243c2d7684d28f7e133e6b", size = 6232605, upload-time = "2026-01-02T09:11:40.602Z" }, + { url = "https://files.pythonhosted.org/packages/98/aa/938a09d127ac1e70e6ed467bd03834350b33ef646b31edb7452d5de43792/pillow-12.1.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6258f3260986990ba2fa8a874f8b6e808cf5abb51a94015ca3dc3c68aa4f30ea", size = 8041617, upload-time = "2026-01-02T09:11:42.721Z" }, + { url = "https://files.pythonhosted.org/packages/17/e8/538b24cb426ac0186e03f80f78bc8dc7246c667f58b540bdd57c71c9f79d/pillow-12.1.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e115c15e3bc727b1ca3e641a909f77f8ca72a64fff150f666fcc85e57701c26c", size = 6346509, upload-time = "2026-01-02T09:11:44.955Z" }, + { url = "https://files.pythonhosted.org/packages/01/9a/632e58ec89a32738cabfd9ec418f0e9898a2b4719afc581f07c04a05e3c9/pillow-12.1.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6741e6f3074a35e47c77b23a4e4f2d90db3ed905cb1c5e6e0d49bff2045632bc", size = 7038117, upload-time = "2026-01-02T09:11:46.736Z" }, + { url = "https://files.pythonhosted.org/packages/c7/a2/d40308cf86eada842ca1f3ffa45d0ca0df7e4ab33c83f81e73f5eaed136d/pillow-12.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:935b9d1aed48fcfb3f838caac506f38e29621b44ccc4f8a64d575cb1b2a88644", size = 6460151, upload-time = "2026-01-02T09:11:48.625Z" }, + { url = "https://files.pythonhosted.org/packages/f1/88/f5b058ad6453a085c5266660a1417bdad590199da1b32fb4efcff9d33b05/pillow-12.1.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5fee4c04aad8932da9f8f710af2c1a15a83582cfb884152a9caa79d4efcdbf9c", size = 7164534, upload-time = "2026-01-02T09:11:50.445Z" }, + { url = "https://files.pythonhosted.org/packages/19/ce/c17334caea1db789163b5d855a5735e47995b0b5dc8745e9a3605d5f24c0/pillow-12.1.0-cp313-cp313-win32.whl", hash = "sha256:a786bf667724d84aa29b5db1c61b7bfdde380202aaca12c3461afd6b71743171", size = 6332551, upload-time = "2026-01-02T09:11:52.234Z" }, + { url = "https://files.pythonhosted.org/packages/e5/07/74a9d941fa45c90a0d9465098fe1ec85de3e2afbdc15cc4766622d516056/pillow-12.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a", size = 7040087, upload-time = "2026-01-02T09:11:54.822Z" }, + { url = "https://files.pythonhosted.org/packages/88/09/c99950c075a0e9053d8e880595926302575bc742b1b47fe1bbcc8d388d50/pillow-12.1.0-cp313-cp313-win_arm64.whl", hash = "sha256:9212d6b86917a2300669511ed094a9406888362e085f2431a7da985a6b124f45", size = 2452470, upload-time = "2026-01-02T09:11:56.522Z" }, + { url = "https://files.pythonhosted.org/packages/b5/ba/970b7d85ba01f348dee4d65412476321d40ee04dcb51cd3735b9dc94eb58/pillow-12.1.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:00162e9ca6d22b7c3ee8e61faa3c3253cd19b6a37f126cad04f2f88b306f557d", size = 5264816, upload-time = "2026-01-02T09:11:58.227Z" }, + { url = "https://files.pythonhosted.org/packages/10/60/650f2fb55fdba7a510d836202aa52f0baac633e50ab1cf18415d332188fb/pillow-12.1.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:7d6daa89a00b58c37cb1747ec9fb7ac3bc5ffd5949f5888657dfddde6d1312e0", size = 4660472, upload-time = "2026-01-02T09:12:00.798Z" }, + { url = "https://files.pythonhosted.org/packages/2b/c0/5273a99478956a099d533c4f46cbaa19fd69d606624f4334b85e50987a08/pillow-12.1.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e2479c7f02f9d505682dc47df8c0ea1fc5e264c4d1629a5d63fe3e2334b89554", size = 6268974, upload-time = "2026-01-02T09:12:02.572Z" }, + { url = "https://files.pythonhosted.org/packages/b4/26/0bf714bc2e73d5267887d47931d53c4ceeceea6978148ed2ab2a4e6463c4/pillow-12.1.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f188d580bd870cda1e15183790d1cc2fa78f666e76077d103edf048eed9c356e", size = 8073070, upload-time = "2026-01-02T09:12:04.75Z" }, + { url = "https://files.pythonhosted.org/packages/43/cf/1ea826200de111a9d65724c54f927f3111dc5ae297f294b370a670c17786/pillow-12.1.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0fde7ec5538ab5095cc02df38ee99b0443ff0e1c847a045554cf5f9af1f4aa82", size = 6380176, upload-time = "2026-01-02T09:12:06.626Z" }, + { url = "https://files.pythonhosted.org/packages/03/e0/7938dd2b2013373fd85d96e0f38d62b7a5a262af21ac274250c7ca7847c9/pillow-12.1.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0ed07dca4a8464bada6139ab38f5382f83e5f111698caf3191cb8dbf27d908b4", size = 7067061, upload-time = "2026-01-02T09:12:08.624Z" }, + { url = "https://files.pythonhosted.org/packages/86/ad/a2aa97d37272a929a98437a8c0ac37b3cf012f4f8721e1bd5154699b2518/pillow-12.1.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:f45bd71d1fa5e5749587613037b172e0b3b23159d1c00ef2fc920da6f470e6f0", size = 6491824, upload-time = "2026-01-02T09:12:10.488Z" }, + { url = "https://files.pythonhosted.org/packages/a4/44/80e46611b288d51b115826f136fb3465653c28f491068a72d3da49b54cd4/pillow-12.1.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:277518bf4fe74aa91489e1b20577473b19ee70fb97c374aa50830b279f25841b", size = 7190911, upload-time = "2026-01-02T09:12:12.772Z" }, + { url = "https://files.pythonhosted.org/packages/86/77/eacc62356b4cf81abe99ff9dbc7402750044aed02cfd6a503f7c6fc11f3e/pillow-12.1.0-cp313-cp313t-win32.whl", hash = "sha256:7315f9137087c4e0ee73a761b163fc9aa3b19f5f606a7fc08d83fd3e4379af65", size = 6336445, upload-time = "2026-01-02T09:12:14.775Z" }, + { url = "https://files.pythonhosted.org/packages/e7/3c/57d81d0b74d218706dafccb87a87ea44262c43eef98eb3b164fd000e0491/pillow-12.1.0-cp313-cp313t-win_amd64.whl", hash = "sha256:0ddedfaa8b5f0b4ffbc2fa87b556dc59f6bb4ecb14a53b33f9189713ae8053c0", size = 7045354, upload-time = "2026-01-02T09:12:16.599Z" }, + { url = "https://files.pythonhosted.org/packages/ac/82/8b9b97bba2e3576a340f93b044a3a3a09841170ab4c1eb0d5c93469fd32f/pillow-12.1.0-cp313-cp313t-win_arm64.whl", hash = "sha256:80941e6d573197a0c28f394753de529bb436b1ca990ed6e765cf42426abc39f8", size = 2454547, upload-time = "2026-01-02T09:12:18.704Z" }, + { url = "https://files.pythonhosted.org/packages/8c/87/bdf971d8bbcf80a348cc3bacfcb239f5882100fe80534b0ce67a784181d8/pillow-12.1.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:5cb7bc1966d031aec37ddb9dcf15c2da5b2e9f7cc3ca7c54473a20a927e1eb91", size = 4062533, upload-time = "2026-01-02T09:12:20.791Z" }, + { url = "https://files.pythonhosted.org/packages/ff/4f/5eb37a681c68d605eb7034c004875c81f86ec9ef51f5be4a63eadd58859a/pillow-12.1.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:97e9993d5ed946aba26baf9c1e8cf18adbab584b99f452ee72f7ee8acb882796", size = 4138546, upload-time = "2026-01-02T09:12:23.664Z" }, + { url = "https://files.pythonhosted.org/packages/11/6d/19a95acb2edbace40dcd582d077b991646b7083c41b98da4ed7555b59733/pillow-12.1.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:414b9a78e14ffeb98128863314e62c3f24b8a86081066625700b7985b3f529bd", size = 3601163, upload-time = "2026-01-02T09:12:26.338Z" }, + { url = "https://files.pythonhosted.org/packages/fc/36/2b8138e51cb42e4cc39c3297713455548be855a50558c3ac2beebdc251dd/pillow-12.1.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e6bdb408f7c9dd2a5ff2b14a3b0bb6d4deb29fb9961e6eb3ae2031ae9a5cec13", size = 5266086, upload-time = "2026-01-02T09:12:28.782Z" }, + { url = "https://files.pythonhosted.org/packages/53/4b/649056e4d22e1caa90816bf99cef0884aed607ed38075bd75f091a607a38/pillow-12.1.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:3413c2ae377550f5487991d444428f1a8ae92784aac79caa8b1e3b89b175f77e", size = 4657344, upload-time = "2026-01-02T09:12:31.117Z" }, + { url = "https://files.pythonhosted.org/packages/6c/6b/c5742cea0f1ade0cd61485dc3d81f05261fc2276f537fbdc00802de56779/pillow-12.1.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e5dcbe95016e88437ecf33544ba5db21ef1b8dd6e1b434a2cb2a3d605299e643", size = 6232114, upload-time = "2026-01-02T09:12:32.936Z" }, + { url = "https://files.pythonhosted.org/packages/bf/8f/9f521268ce22d63991601aafd3d48d5ff7280a246a1ef62d626d67b44064/pillow-12.1.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d0a7735df32ccbcc98b98a1ac785cc4b19b580be1bdf0aeb5c03223220ea09d5", size = 8042708, upload-time = "2026-01-02T09:12:34.78Z" }, + { url = "https://files.pythonhosted.org/packages/1a/eb/257f38542893f021502a1bbe0c2e883c90b5cff26cc33b1584a841a06d30/pillow-12.1.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0c27407a2d1b96774cbc4a7594129cc027339fd800cd081e44497722ea1179de", size = 6347762, upload-time = "2026-01-02T09:12:36.748Z" }, + { url = "https://files.pythonhosted.org/packages/c4/5a/8ba375025701c09b309e8d5163c5a4ce0102fa86bbf8800eb0d7ac87bc51/pillow-12.1.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:15c794d74303828eaa957ff8070846d0efe8c630901a1c753fdc63850e19ecd9", size = 7039265, upload-time = "2026-01-02T09:12:39.082Z" }, + { url = "https://files.pythonhosted.org/packages/cf/dc/cf5e4cdb3db533f539e88a7bbf9f190c64ab8a08a9bc7a4ccf55067872e4/pillow-12.1.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c990547452ee2800d8506c4150280757f88532f3de2a58e3022e9b179107862a", size = 6462341, upload-time = "2026-01-02T09:12:40.946Z" }, + { url = "https://files.pythonhosted.org/packages/d0/47/0291a25ac9550677e22eda48510cfc4fa4b2ef0396448b7fbdc0a6946309/pillow-12.1.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b63e13dd27da389ed9475b3d28510f0f954bca0041e8e551b2a4eb1eab56a39a", size = 7165395, upload-time = "2026-01-02T09:12:42.706Z" }, + { url = "https://files.pythonhosted.org/packages/4f/4c/e005a59393ec4d9416be06e6b45820403bb946a778e39ecec62f5b2b991e/pillow-12.1.0-cp314-cp314-win32.whl", hash = "sha256:1a949604f73eb07a8adab38c4fe50791f9919344398bdc8ac6b307f755fc7030", size = 6431413, upload-time = "2026-01-02T09:12:44.944Z" }, + { url = "https://files.pythonhosted.org/packages/1c/af/f23697f587ac5f9095d67e31b81c95c0249cd461a9798a061ed6709b09b5/pillow-12.1.0-cp314-cp314-win_amd64.whl", hash = "sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94", size = 7176779, upload-time = "2026-01-02T09:12:46.727Z" }, + { url = "https://files.pythonhosted.org/packages/b3/36/6a51abf8599232f3e9afbd16d52829376a68909fe14efe29084445db4b73/pillow-12.1.0-cp314-cp314-win_arm64.whl", hash = "sha256:808b99604f7873c800c4840f55ff389936ef1948e4e87645eaf3fccbc8477ac4", size = 2543105, upload-time = "2026-01-02T09:12:49.243Z" }, + { url = "https://files.pythonhosted.org/packages/82/54/2e1dd20c8749ff225080d6ba465a0cab4387f5db0d1c5fb1439e2d99923f/pillow-12.1.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:bc11908616c8a283cf7d664f77411a5ed2a02009b0097ff8abbba5e79128ccf2", size = 5268571, upload-time = "2026-01-02T09:12:51.11Z" }, + { url = "https://files.pythonhosted.org/packages/57/61/571163a5ef86ec0cf30d265ac2a70ae6fc9e28413d1dc94fa37fae6bda89/pillow-12.1.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:896866d2d436563fa2a43a9d72f417874f16b5545955c54a64941e87c1376c61", size = 4660426, upload-time = "2026-01-02T09:12:52.865Z" }, + { url = "https://files.pythonhosted.org/packages/5e/e1/53ee5163f794aef1bf84243f755ee6897a92c708505350dd1923f4afec48/pillow-12.1.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8e178e3e99d3c0ea8fc64b88447f7cac8ccf058af422a6cedc690d0eadd98c51", size = 6269908, upload-time = "2026-01-02T09:12:54.884Z" }, + { url = "https://files.pythonhosted.org/packages/bc/0b/b4b4106ff0ee1afa1dc599fde6ab230417f800279745124f6c50bcffed8e/pillow-12.1.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:079af2fb0c599c2ec144ba2c02766d1b55498e373b3ac64687e43849fbbef5bc", size = 8074733, upload-time = "2026-01-02T09:12:56.802Z" }, + { url = "https://files.pythonhosted.org/packages/19/9f/80b411cbac4a732439e629a26ad3ef11907a8c7fc5377b7602f04f6fe4e7/pillow-12.1.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bdec5e43377761c5dbca620efb69a77f6855c5a379e32ac5b158f54c84212b14", size = 6381431, upload-time = "2026-01-02T09:12:58.823Z" }, + { url = "https://files.pythonhosted.org/packages/8f/b7/d65c45db463b66ecb6abc17c6ba6917a911202a07662247e1355ce1789e7/pillow-12.1.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:565c986f4b45c020f5421a4cea13ef294dde9509a8577f29b2fc5edc7587fff8", size = 7068529, upload-time = "2026-01-02T09:13:00.885Z" }, + { url = "https://files.pythonhosted.org/packages/50/96/dfd4cd726b4a45ae6e3c669fc9e49deb2241312605d33aba50499e9d9bd1/pillow-12.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:43aca0a55ce1eefc0aefa6253661cb54571857b1a7b2964bd8a1e3ef4b729924", size = 6492981, upload-time = "2026-01-02T09:13:03.314Z" }, + { url = "https://files.pythonhosted.org/packages/4d/1c/b5dc52cf713ae46033359c5ca920444f18a6359ce1020dd3e9c553ea5bc6/pillow-12.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:0deedf2ea233722476b3a81e8cdfbad786f7adbed5d848469fa59fe52396e4ef", size = 7191878, upload-time = "2026-01-02T09:13:05.276Z" }, + { url = "https://files.pythonhosted.org/packages/53/26/c4188248bd5edaf543864fe4834aebe9c9cb4968b6f573ce014cc42d0720/pillow-12.1.0-cp314-cp314t-win32.whl", hash = "sha256:b17fbdbe01c196e7e159aacb889e091f28e61020a8abeac07b68079b6e626988", size = 6438703, upload-time = "2026-01-02T09:13:07.491Z" }, + { url = "https://files.pythonhosted.org/packages/b8/0e/69ed296de8ea05cb03ee139cee600f424ca166e632567b2d66727f08c7ed/pillow-12.1.0-cp314-cp314t-win_amd64.whl", hash = "sha256:27b9baecb428899db6c0de572d6d305cfaf38ca1596b5c0542a5182e3e74e8c6", size = 7182927, upload-time = "2026-01-02T09:13:09.841Z" }, + { url = "https://files.pythonhosted.org/packages/fc/f5/68334c015eed9b5cff77814258717dec591ded209ab5b6fb70e2ae873d1d/pillow-12.1.0-cp314-cp314t-win_arm64.whl", hash = "sha256:f61333d817698bdcdd0f9d7793e365ac3d2a21c1f1eb02b32ad6aefb8d8ea831", size = 2545104, upload-time = "2026-01-02T09:13:12.068Z" }, + { url = "https://files.pythonhosted.org/packages/8b/bc/224b1d98cffd7164b14707c91aac83c07b047fbd8f58eba4066a3e53746a/pillow-12.1.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:ca94b6aac0d7af2a10ba08c0f888b3d5114439b6b3ef39968378723622fed377", size = 5228605, upload-time = "2026-01-02T09:13:14.084Z" }, + { url = "https://files.pythonhosted.org/packages/0c/ca/49ca7769c4550107de049ed85208240ba0f330b3f2e316f24534795702ce/pillow-12.1.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:351889afef0f485b84078ea40fe33727a0492b9af3904661b0abbafee0355b72", size = 4622245, upload-time = "2026-01-02T09:13:15.964Z" }, + { url = "https://files.pythonhosted.org/packages/73/48/fac807ce82e5955bcc2718642b94b1bd22a82a6d452aea31cbb678cddf12/pillow-12.1.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:bb0984b30e973f7e2884362b7d23d0a348c7143ee559f38ef3eaab640144204c", size = 5247593, upload-time = "2026-01-02T09:13:17.913Z" }, + { url = "https://files.pythonhosted.org/packages/d2/95/3e0742fe358c4664aed4fd05d5f5373dcdad0b27af52aa0972568541e3f4/pillow-12.1.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:84cabc7095dd535ca934d57e9ce2a72ffd216e435a84acb06b2277b1de2689bd", size = 6989008, upload-time = "2026-01-02T09:13:20.083Z" }, + { url = "https://files.pythonhosted.org/packages/5a/74/fe2ac378e4e202e56d50540d92e1ef4ff34ed687f3c60f6a121bcf99437e/pillow-12.1.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:53d8b764726d3af1a138dd353116f774e3862ec7e3794e0c8781e30db0f35dfc", size = 5313824, upload-time = "2026-01-02T09:13:22.405Z" }, + { url = "https://files.pythonhosted.org/packages/f3/77/2a60dee1adee4e2655ac328dd05c02a955c1cd683b9f1b82ec3feb44727c/pillow-12.1.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5da841d81b1a05ef940a8567da92decaa15bc4d7dedb540a8c219ad83d91808a", size = 5963278, upload-time = "2026-01-02T09:13:24.706Z" }, + { url = "https://files.pythonhosted.org/packages/2d/71/64e9b1c7f04ae0027f788a248e6297d7fcc29571371fe7d45495a78172c0/pillow-12.1.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:75af0b4c229ac519b155028fa1be632d812a519abba9b46b20e50c6caa184f19", size = 7029809, upload-time = "2026-01-02T09:13:26.541Z" }, +] + +[[package]] +name = "platformdirs" +version = "4.3.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/13/fc/128cc9cb8f03208bdbf93d3aa862e16d376844a14f9a0ce5cf4507372de4/platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907", size = 21302, upload-time = "2024-09-17T19:06:50.688Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/a6/bc1012356d8ece4d66dd75c4b9fc6c1f6650ddd5991e421177d9f8f671be/platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb", size = 18439, upload-time = "2024-09-17T19:06:49.212Z" }, +] + +[[package]] +name = "platformdirs" +version = "4.4.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/23/e8/21db9c9987b0e728855bd57bff6984f67952bea55d6f75e055c46b5383e8/platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf", size = 21634, upload-time = "2025-08-26T14:32:04.268Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/40/4b/2028861e724d3bd36227adfa20d3fd24c3fc6d52032f4a93c133be5d17ce/platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85", size = 18654, upload-time = "2025-08-26T14:32:02.735Z" }, +] + +[[package]] +name = "platformdirs" +version = "4.5.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/cf/86/0248f086a84f01b37aaec0fa567b397df1a119f73c16f6c7a9aac73ea309/platformdirs-4.5.1.tar.gz", hash = "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda", size = 21715, upload-time = "2025-12-05T13:52:58.638Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/28/3bfe2fa5a7b9c46fe7e13c97bda14c895fb10fa2ebf1d0abb90e0cea7ee1/platformdirs-4.5.1-py3-none-any.whl", hash = "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31", size = 18731, upload-time = "2025-12-05T13:52:56.823Z" }, +] + +[[package]] +name = "pluggy" +version = "1.5.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/96/2d/02d4312c973c6050a18b314a5ad0b3210edb65a906f868e31c111dede4a6/pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1", size = 67955, upload-time = "2024-04-20T21:34:42.531Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669", size = 20556, upload-time = "2024-04-20T21:34:40.434Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", + "python_full_version == '3.9.*'", +] +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 = "pre-commit" +version = "3.5.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +dependencies = [ + { name = "cfgv", version = "3.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "identify", version = "2.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "nodeenv", marker = "python_full_version < '3.9'" }, + { name = "pyyaml", marker = "python_full_version < '3.9'" }, + { name = "virtualenv", marker = "python_full_version < '3.9'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/04/b3/4ae08d21eb097162f5aad37f4585f8069a86402ed7f5362cc9ae097f9572/pre_commit-3.5.0.tar.gz", hash = "sha256:5804465c675b659b0862f07907f96295d490822a450c4c40e747d0b1c6ebcb32", size = 177079, upload-time = "2023-10-13T15:57:48.334Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6c/75/526915fedf462e05eeb1c75ceaf7e3f9cde7b5ce6f62740fe5f7f19a0050/pre_commit-3.5.0-py2.py3-none-any.whl", hash = "sha256:841dc9aef25daba9a0238cd27984041fa0467b4199fc4852e27950664919f660", size = 203698, upload-time = "2023-10-13T15:57:46.378Z" }, +] + +[[package]] +name = "pre-commit" +version = "4.3.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +dependencies = [ + { name = "cfgv", version = "3.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "identify", version = "2.6.15", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "nodeenv", marker = "python_full_version == '3.9.*'" }, + { name = "pyyaml", marker = "python_full_version == '3.9.*'" }, + { name = "virtualenv", marker = "python_full_version == '3.9.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ff/29/7cf5bbc236333876e4b41f56e06857a87937ce4bf91e117a6991a2dbb02a/pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16", size = 193792, upload-time = "2025-08-09T18:56:14.651Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5b/a5/987a405322d78a73b66e39e4a90e4ef156fd7141bf71df987e50717c321b/pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8", size = 220965, upload-time = "2025-08-09T18:56:13.192Z" }, +] + +[[package]] +name = "pre-commit" +version = "4.5.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +dependencies = [ + { name = "cfgv", version = "3.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "identify", version = "2.6.16", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "nodeenv", marker = "python_full_version >= '3.10'" }, + { name = "pyyaml", marker = "python_full_version >= '3.10'" }, + { name = "virtualenv", marker = "python_full_version >= '3.10'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/40/f1/6d86a29246dfd2e9b6237f0b5823717f60cad94d47ddc26afa916d21f525/pre_commit-4.5.1.tar.gz", hash = "sha256:eb545fcff725875197837263e977ea257a402056661f09dae08e4b149b030a61", size = 198232, upload-time = "2025-12-16T21:14:33.552Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5d/19/fd3ef348460c80af7bb4669ea7926651d1f95c23ff2df18b9d24bab4f3fa/pre_commit-4.5.1-py2.py3-none-any.whl", hash = "sha256:3b3afd891e97337708c1674210f8eba659b52a38ea5f822ff142d10786221f77", size = 226437, upload-time = "2025-12-16T21:14:32.409Z" }, +] + +[[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 = "pyparsing" +version = "3.1.4" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/83/08/13f3bce01b2061f2bbd582c9df82723de943784cf719a35ac886c652043a/pyparsing-3.1.4.tar.gz", hash = "sha256:f86ec8d1a83f11977c9a6ea7598e8c27fc5cddfa5b07ea2241edbbde1d7bc032", size = 900231, upload-time = "2024-08-25T15:00:47.416Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e5/0c/0e3c05b1c87bb6a1c76d281b0f35e78d2d80ac91b5f8f524cebf77f51049/pyparsing-3.1.4-py3-none-any.whl", hash = "sha256:a6a7ee4235a3f944aa1fa2249307708f893fe5717dc603503c6c7969c070fb7c", size = 104100, upload-time = "2024-08-25T15:00:45.361Z" }, +] + +[[package]] +name = "pyparsing" +version = "3.3.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", + "python_full_version == '3.9.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/f3/91/9c6ee907786a473bf81c5f53cf703ba0957b23ab84c264080fb5a450416f/pyparsing-3.3.2.tar.gz", hash = "sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc", size = 6851574, upload-time = "2026-01-21T03:57:59.36Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl", hash = "sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d", size = 122781, upload-time = "2026-01-21T03:57:55.912Z" }, +] + +[[package]] +name = "pytest" +version = "8.3.5" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +dependencies = [ + { name = "colorama", marker = "python_full_version < '3.9' and sys_platform == 'win32'" }, + { name = "exceptiongroup", marker = "python_full_version < '3.9'" }, + { name = "iniconfig", version = "2.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "packaging", marker = "python_full_version < '3.9'" }, + { name = "pluggy", version = "1.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "tomli", marker = "python_full_version < '3.9'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ae/3c/c9d525a414d506893f0cd8a8d0de7706446213181570cdbd766691164e40/pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845", size = 1450891, upload-time = "2025-03-02T12:54:54.503Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/30/3d/64ad57c803f1fa1e963a7946b6e0fea4a70df53c1a7fed304586539c2bac/pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820", size = 343634, upload-time = "2025-03-02T12:54:52.069Z" }, +] + +[[package]] +name = "pytest" +version = "8.4.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +dependencies = [ + { name = "colorama", marker = "python_full_version == '3.9.*' and sys_platform == 'win32'" }, + { name = "exceptiongroup", marker = "python_full_version == '3.9.*'" }, + { name = "iniconfig", version = "2.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "packaging", marker = "python_full_version == '3.9.*'" }, + { name = "pluggy", version = "1.6.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "pygments", marker = "python_full_version == '3.9.*'" }, + { name = "tomli", marker = "python_full_version == '3.9.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a3/5c/00a0e072241553e1a7496d638deababa67c5058571567b92a7eaa258397c/pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01", size = 1519618, upload-time = "2025-09-04T14:34:22.711Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750, upload-time = "2025-09-04T14:34:20.226Z" }, +] + +[[package]] +name = "pytest" +version = "9.0.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", +] +dependencies = [ + { name = "colorama", marker = "python_full_version >= '3.10' and sys_platform == 'win32'" }, + { name = "exceptiongroup", marker = "python_full_version == '3.10.*'" }, + { name = "iniconfig", version = "2.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "packaging", marker = "python_full_version >= '3.10'" }, + { name = "pluggy", version = "1.6.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "pygments", marker = "python_full_version >= '3.10'" }, + { name = "tomli", marker = "python_full_version == '3.10.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d1/db/7ef3487e0fb0049ddb5ce41d3a49c235bf9ad299b6a25d5780a89f19230f/pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11", size = 1568901, upload-time = "2025-12-06T21:30:51.014Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3b/ab/b3226f0bd7cdcf710fbede2b3548584366da3b19b5021e74f5bde2a8fa3f/pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b", size = 374801, upload-time = "2025-12-06T21:30:49.154Z" }, +] + +[[package]] +name = "pytest-cov" +version = "5.0.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +dependencies = [ + { name = "coverage", version = "7.6.1", source = { registry = "https://pypi.org/simple" }, extra = ["toml"], marker = "python_full_version < '3.9'" }, + { name = "pytest", version = "8.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/74/67/00efc8d11b630c56f15f4ad9c7f9223f1e5ec275aaae3fa9118c6a223ad2/pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857", size = 63042, upload-time = "2024-03-24T20:16:34.856Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/3a/af5b4fa5961d9a1e6237b530eb87dd04aea6eb83da09d2a4073d81b54ccf/pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652", size = 21990, upload-time = "2024-03-24T20:16:32.444Z" }, +] + +[[package]] +name = "pytest-cov" +version = "7.0.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version == '3.10.*'", + "python_full_version == '3.9.*'", +] +dependencies = [ + { name = "coverage", version = "7.10.7", source = { registry = "https://pypi.org/simple" }, extra = ["toml"], marker = "python_full_version == '3.9.*'" }, + { name = "coverage", version = "7.13.2", source = { registry = "https://pypi.org/simple" }, extra = ["toml"], marker = "python_full_version >= '3.10'" }, + { name = "pluggy", version = "1.6.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" }, + { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "pytest", version = "9.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, +] +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 = "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/0d/a2/09f67a3589cb4320fb5ce90d3fd4c9752636b8b6ad8f34b54d76c5a54693/PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f", size = 186824, upload-time = "2025-09-29T20:27:35.918Z" }, + { url = "https://files.pythonhosted.org/packages/02/72/d972384252432d57f248767556ac083793292a4adf4e2d85dfe785ec2659/PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4", size = 795069, upload-time = "2025-09-29T20:27:38.15Z" }, + { url = "https://files.pythonhosted.org/packages/a7/3b/6c58ac0fa7c4e1b35e48024eb03d00817438310447f93ef4431673c24138/PyYAML-6.0.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3", size = 862585, upload-time = "2025-09-29T20:27:39.715Z" }, + { url = "https://files.pythonhosted.org/packages/25/a2/b725b61ac76a75583ae7104b3209f75ea44b13cfd026aa535ece22b7f22e/PyYAML-6.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6", size = 806018, upload-time = "2025-09-29T20:27:41.444Z" }, + { url = "https://files.pythonhosted.org/packages/6f/b0/b2227677b2d1036d84f5ee95eb948e7af53d59fe3e4328784e4d290607e0/PyYAML-6.0.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369", size = 802822, upload-time = "2025-09-29T20:27:42.885Z" }, + { url = "https://files.pythonhosted.org/packages/99/a5/718a8ea22521e06ef19f91945766a892c5ceb1855df6adbde67d997ea7ed/PyYAML-6.0.3-cp38-cp38-win32.whl", hash = "sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295", size = 143744, upload-time = "2025-09-29T20:27:44.487Z" }, + { url = "https://files.pythonhosted.org/packages/76/b2/2b69cee94c9eb215216fc05778675c393e3aa541131dc910df8e52c83776/PyYAML-6.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b", size = 160082, upload-time = "2025-09-29T20:27:46.049Z" }, + { url = "https://files.pythonhosted.org/packages/f4/a0/39350dd17dd6d6c6507025c0e53aef67a9293a6d37d3511f23ea510d5800/pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b", size = 184227, upload-time = "2025-09-25T21:31:46.04Z" }, + { url = "https://files.pythonhosted.org/packages/05/14/52d505b5c59ce73244f59c7a50ecf47093ce4765f116cdb98286a71eeca2/pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956", size = 174019, upload-time = "2025-09-25T21:31:47.706Z" }, + { url = "https://files.pythonhosted.org/packages/43/f7/0e6a5ae5599c838c696adb4e6330a59f463265bfa1e116cfd1fbb0abaaae/pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8", size = 740646, upload-time = "2025-09-25T21:31:49.21Z" }, + { url = "https://files.pythonhosted.org/packages/2f/3a/61b9db1d28f00f8fd0ae760459a5c4bf1b941baf714e207b6eb0657d2578/pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198", size = 840793, upload-time = "2025-09-25T21:31:50.735Z" }, + { url = "https://files.pythonhosted.org/packages/7a/1e/7acc4f0e74c4b3d9531e24739e0ab832a5edf40e64fbae1a9c01941cabd7/pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b", size = 770293, upload-time = "2025-09-25T21:31:51.828Z" }, + { url = "https://files.pythonhosted.org/packages/8b/ef/abd085f06853af0cd59fa5f913d61a8eab65d7639ff2a658d18a25d6a89d/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0", size = 732872, upload-time = "2025-09-25T21:31:53.282Z" }, + { url = "https://files.pythonhosted.org/packages/1f/15/2bc9c8faf6450a8b3c9fc5448ed869c599c0a74ba2669772b1f3a0040180/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69", size = 758828, upload-time = "2025-09-25T21:31:54.807Z" }, + { url = "https://files.pythonhosted.org/packages/a3/00/531e92e88c00f4333ce359e50c19b8d1de9fe8d581b1534e35ccfbc5f393/pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e", size = 142415, upload-time = "2025-09-25T21:31:55.885Z" }, + { url = "https://files.pythonhosted.org/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c", size = 158561, upload-time = "2025-09-25T21:31:57.406Z" }, + { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826, upload-time = "2025-09-25T21:31:58.655Z" }, + { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577, upload-time = "2025-09-25T21:32:00.088Z" }, + { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556, upload-time = "2025-09-25T21:32:01.31Z" }, + { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114, upload-time = "2025-09-25T21:32:03.376Z" }, + { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638, upload-time = "2025-09-25T21:32:04.553Z" }, + { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463, upload-time = "2025-09-25T21:32:06.152Z" }, + { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986, upload-time = "2025-09-25T21:32:07.367Z" }, + { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543, upload-time = "2025-09-25T21:32:08.95Z" }, + { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763, upload-time = "2025-09-25T21:32:09.96Z" }, + { 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" }, + { url = "https://files.pythonhosted.org/packages/9f/62/67fc8e68a75f738c9200422bf65693fb79a4cd0dc5b23310e5202e978090/pyyaml-6.0.3-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da", size = 184450, upload-time = "2025-09-25T21:33:00.618Z" }, + { url = "https://files.pythonhosted.org/packages/ae/92/861f152ce87c452b11b9d0977952259aa7df792d71c1053365cc7b09cc08/pyyaml-6.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917", size = 174319, upload-time = "2025-09-25T21:33:02.086Z" }, + { url = "https://files.pythonhosted.org/packages/d0/cd/f0cfc8c74f8a030017a2b9c771b7f47e5dd702c3e28e5b2071374bda2948/pyyaml-6.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9", size = 737631, upload-time = "2025-09-25T21:33:03.25Z" }, + { url = "https://files.pythonhosted.org/packages/ef/b2/18f2bd28cd2055a79a46c9b0895c0b3d987ce40ee471cecf58a1a0199805/pyyaml-6.0.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5", size = 836795, upload-time = "2025-09-25T21:33:05.014Z" }, + { url = "https://files.pythonhosted.org/packages/73/b9/793686b2d54b531203c160ef12bec60228a0109c79bae6c1277961026770/pyyaml-6.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a", size = 750767, upload-time = "2025-09-25T21:33:06.398Z" }, + { url = "https://files.pythonhosted.org/packages/a9/86/a137b39a611def2ed78b0e66ce2fe13ee701a07c07aebe55c340ed2a050e/pyyaml-6.0.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926", size = 727982, upload-time = "2025-09-25T21:33:08.708Z" }, + { url = "https://files.pythonhosted.org/packages/dd/62/71c27c94f457cf4418ef8ccc71735324c549f7e3ea9d34aba50874563561/pyyaml-6.0.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7", size = 755677, upload-time = "2025-09-25T21:33:09.876Z" }, + { url = "https://files.pythonhosted.org/packages/29/3d/6f5e0d58bd924fb0d06c3a6bad00effbdae2de5adb5cda5648006ffbd8d3/pyyaml-6.0.3-cp39-cp39-win32.whl", hash = "sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0", size = 142592, upload-time = "2025-09-25T21:33:10.983Z" }, + { url = "https://files.pythonhosted.org/packages/f0/0c/25113e0b5e103d7f1490c0e947e303fe4a696c10b501dea7a9f49d4e876c/pyyaml-6.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007", size = 158777, upload-time = "2025-09-25T21:33:15.55Z" }, +] + +[[package]] +name = "rdkit" +version = "2025.9.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "pillow", version = "10.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "pillow", version = "11.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "pillow", version = "12.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/4f/23/eae4d29ed23992ac9c5b8985a77a76e85b10175941c5f576d4ab736132c3/rdkit-2025.9.3-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:41a648dfa63d43420918272520d5b49b288f251a1e1a987af81f1a9eacecf94e", size = 31862416, upload-time = "2025-12-03T13:32:51.514Z" }, + { url = "https://files.pythonhosted.org/packages/7d/a0/2f242bb272c469e3712347cbf0b6e2c34988d577dc78480f93810efc60c0/rdkit-2025.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0288cfda4c284f97b0c9afafa14e5035bfc7ee3bd8f8e4b1565d1036b7d615e3", size = 29304086, upload-time = "2025-12-03T13:32:55.692Z" }, + { url = "https://files.pythonhosted.org/packages/20/4c/b269ed95df89692b60e90d6092fb9d99ca833959c39830affbca9dbece8e/rdkit-2025.9.3-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:5f50c51fbcb8665a49fd6203eee3265be443f4b9e70de0e3611fedc85dad9a9d", size = 34969363, upload-time = "2025-12-03T13:32:59.676Z" }, + { url = "https://files.pythonhosted.org/packages/90/52/15958c0fc1366831f09aafa1118fa885aa7e17ccfc6b694c0d3efab4edbb/rdkit-2025.9.3-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:96072f55c7cbcdf5d9157dccc5ad551b8c8e6ec556109e019d6f425b925ac7ef", size = 36426203, upload-time = "2025-12-03T13:33:04.211Z" }, + { url = "https://files.pythonhosted.org/packages/e1/41/d60467de14869112c73047a6dd7f2b0f9d35bd4e7b806ae9573e0778eba1/rdkit-2025.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:70c80a1801ec6d434bff6f0f9201024c523c91c0ad9c870132fce3608dcd9a0d", size = 23670665, upload-time = "2025-12-03T13:33:08.113Z" }, + { url = "https://files.pythonhosted.org/packages/b1/19/4a606ef1c090b0abc54627a4aa5313c8bbef50da888841101bf1aa89ff70/rdkit-2025.9.3-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:520e572f70ac81a75091f953d4d9805bc1455879ad85724591c2b4b03bf1faf1", size = 31862854, upload-time = "2025-12-03T13:33:11.974Z" }, + { url = "https://files.pythonhosted.org/packages/f3/d3/b46738b5915d67c85091d489b2c93f3b2ae3012c42513526d3f599637a5f/rdkit-2025.9.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5bcdd803bcea8b966fe5a6835e88cc74a68c3859a83ef4ad76dccf4c1bf61f3a", size = 29304494, upload-time = "2025-12-03T13:33:15.473Z" }, + { url = "https://files.pythonhosted.org/packages/00/10/f2e63e92c31aac7bb0fe521ca0f9221f71d8143a8e830d180028f383286b/rdkit-2025.9.3-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:ed1494e7d2f80985abb8eb4e287dbbf4cff1a581500759e4151939d201375cba", size = 34965049, upload-time = "2025-12-03T13:33:19.634Z" }, + { url = "https://files.pythonhosted.org/packages/5b/07/57de18d1a4708fd67252db748c7edda4dbba330ccb3cc5bf40979f6d0957/rdkit-2025.9.3-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:b06bc7e039fba8aecebe637420224c4919808cefe6b6df8af9d9c69d75431c42", size = 36425310, upload-time = "2025-12-03T13:33:23.862Z" }, + { url = "https://files.pythonhosted.org/packages/c0/ed/bb12c7e796befef58d674e829028120debc551c35b7d7bb1064aab6e4645/rdkit-2025.9.3-cp311-cp311-win_amd64.whl", hash = "sha256:236d5332635a240e37abc7b8d94eefbb84ce1afffd77daa878fd39ae18ab83dd", size = 23671165, upload-time = "2025-12-03T13:33:27.216Z" }, + { url = "https://files.pythonhosted.org/packages/08/6d/678f4cba4e0822b1a246e1e35b8092c8668ace259f8d23c05add87c90396/rdkit-2025.9.3-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:946f41f0d35193961e9b54731fc38f0c637608a1b5ced7a72c909af4e5c836dc", size = 31937483, upload-time = "2025-12-03T13:33:30.538Z" }, + { url = "https://files.pythonhosted.org/packages/33/90/553bbd0749721ed56787262896df62c7d2e248b0a12db7987c463670c40c/rdkit-2025.9.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f713b4367c8270604c8e308faf06f35ac26078c96835fbbd2c766d1e3bab4a10", size = 29347529, upload-time = "2025-12-03T13:33:34.698Z" }, + { url = "https://files.pythonhosted.org/packages/11/8b/8853c4280f6adb9558cb791acc1c997c271a387632f0cb732738603ddfd7/rdkit-2025.9.3-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:f1b94496a471a4bd49bf380e2664e4a065a911c897d365781e7e9d397f30907b", size = 34853872, upload-time = "2025-12-03T13:33:38.553Z" }, + { url = "https://files.pythonhosted.org/packages/1a/90/5e01d1b46698f6856cc831f4456db8b775e4f28423b9f74b80a02a4f5b4f/rdkit-2025.9.3-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:8a1cac2699a57ca700c0b757b89827fabebdf18b8b51c26ece6cb2d936ff3386", size = 36366072, upload-time = "2025-12-03T13:33:42.822Z" }, + { url = "https://files.pythonhosted.org/packages/dc/d7/c312185f3a3bed84cb7705ffc123d1fdf607295df5957d75f5d23400e263/rdkit-2025.9.3-cp312-cp312-win_amd64.whl", hash = "sha256:a0123b505d88faf43fd00bbc7b0c6d988262f1cb0b98fe04998369e14d369a4e", size = 23689237, upload-time = "2025-12-03T13:33:46.658Z" }, + { url = "https://files.pythonhosted.org/packages/3f/8b/4b55e528f1b3628be857d99f4f6cc2dd8d1e12006cbd23ec7d3cb31b8352/rdkit-2025.9.3-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:37cd7f85f3604a895c7072b8ba5ea30dac0749a8cea75ea470309fd79bcfe518", size = 31936347, upload-time = "2025-12-03T13:33:50.404Z" }, + { url = "https://files.pythonhosted.org/packages/d3/f1/0e33c7032975c9ab62ad8586c283b4fbb8985196a24f1ee4312ff1b93b2e/rdkit-2025.9.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b3fae0bb33296426c33d7094bd5cd1bb754047c6ace0461c182457f8e5e48b4b", size = 29346521, upload-time = "2025-12-03T13:33:54.663Z" }, + { url = "https://files.pythonhosted.org/packages/5c/7f/957a0dd090afab3e4d171ec74fb6fb1855a967287d17e5eaf2c146a7767f/rdkit-2025.9.3-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:0d6dc6755969118779aa588d527d1bc46ff7f2b39251b29d10e9ec50dbd9b6d2", size = 34852718, upload-time = "2025-12-03T13:33:58.437Z" }, + { url = "https://files.pythonhosted.org/packages/50/59/eada9b13184b96f8de6a1dae0d4bb609adc66ea8edbb6a33a8a6054359e0/rdkit-2025.9.3-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:6030665471b514fadd9b6dd7d842dfd10dd98a7f300ddab48691864f6f4f45ef", size = 36364862, upload-time = "2025-12-03T13:34:03.706Z" }, + { url = "https://files.pythonhosted.org/packages/a3/67/99c11705aaeeca004056005b44c1df9c7dbe2c12c070b8da88f7188e9e26/rdkit-2025.9.3-cp313-cp313-win_amd64.whl", hash = "sha256:1993e93ee1e57dfc1fa3f1b92979f9bfcf257279170dc7feb8c486e244959f9b", size = 23688716, upload-time = "2025-12-03T13:34:07.137Z" }, + { url = "https://files.pythonhosted.org/packages/e8/bf/dbc5759b5514866cde4fd8b559c32af540c4b850289cbecd088e97c1e7c8/rdkit-2025.9.3-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:067f5cc721086a78bb756c737357ce50cfab5fc78d8e10902ba00d4c87cace68", size = 31937271, upload-time = "2025-12-03T13:34:11.031Z" }, + { url = "https://files.pythonhosted.org/packages/6c/d0/72e8799c23fdf288f0db667713e4f636dce7ebe9d0969772e52a3ae4b693/rdkit-2025.9.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:6707f1a90dc9b630e8b487c5c9f452948fbdd3ac0106c4099f7243e77f86d61d", size = 29364649, upload-time = "2025-12-03T13:34:14.488Z" }, + { url = "https://files.pythonhosted.org/packages/21/25/1999480b5239ac0cf714ef71adad11abc8e091130d69f59f1b631790f85d/rdkit-2025.9.3-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:e5266f9fa5d8c6f63200edd6d8159d33adf3d7532e885677d748c02427b28764", size = 34885860, upload-time = "2025-12-03T13:34:21.924Z" }, + { url = "https://files.pythonhosted.org/packages/ec/b3/41186ad8118e3b7ebe9250eddfb0b45699737c8f0aaa69dc5b3d0edf9e4f/rdkit-2025.9.3-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:6aae71e6a3407b9b099496999634692e538c5936b5a3a8e034d44c5f2bcd9108", size = 36376596, upload-time = "2025-12-03T13:34:26.172Z" }, + { url = "https://files.pythonhosted.org/packages/3d/06/e3f8a71cd0a1ed50013789a96eab544a198cc7e4c55afffe7fc8654a5a98/rdkit-2025.9.3-cp314-cp314-win_amd64.whl", hash = "sha256:f47da0c0e138aaf0a0f0a8f1e2ecf35c0483fd037e1fe620af0d2cff6e5f778a", size = 24162376, upload-time = "2025-12-03T13:34:31.31Z" }, +] + +[[package]] +name = "ruff" +version = "0.14.14" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/2e/06/f71e3a86b2df0dfa2d2f72195941cd09b44f87711cb7fa5193732cb9a5fc/ruff-0.14.14.tar.gz", hash = "sha256:2d0f819c9a90205f3a867dbbd0be083bee9912e170fd7d9704cc8ae45824896b", size = 4515732, upload-time = "2026-01-22T22:30:17.527Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d2/89/20a12e97bc6b9f9f68343952da08a8099c57237aef953a56b82711d55edd/ruff-0.14.14-py3-none-linux_armv6l.whl", hash = "sha256:7cfe36b56e8489dee8fbc777c61959f60ec0f1f11817e8f2415f429552846aed", size = 10467650, upload-time = "2026-01-22T22:30:08.578Z" }, + { url = "https://files.pythonhosted.org/packages/a3/b1/c5de3fd2d5a831fcae21beda5e3589c0ba67eec8202e992388e4b17a6040/ruff-0.14.14-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6006a0082336e7920b9573ef8a7f52eec837add1265cc74e04ea8a4368cd704c", size = 10883245, upload-time = "2026-01-22T22:30:04.155Z" }, + { url = "https://files.pythonhosted.org/packages/b8/7c/3c1db59a10e7490f8f6f8559d1db8636cbb13dccebf18686f4e3c9d7c772/ruff-0.14.14-py3-none-macosx_11_0_arm64.whl", hash = "sha256:026c1d25996818f0bf498636686199d9bd0d9d6341c9c2c3b62e2a0198b758de", size = 10231273, upload-time = "2026-01-22T22:30:34.642Z" }, + { url = "https://files.pythonhosted.org/packages/a1/6e/5e0e0d9674be0f8581d1f5e0f0a04761203affce3232c1a1189d0e3b4dad/ruff-0.14.14-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f666445819d31210b71e0a6d1c01e24447a20b85458eea25a25fe8142210ae0e", size = 10585753, upload-time = "2026-01-22T22:30:31.781Z" }, + { url = "https://files.pythonhosted.org/packages/23/09/754ab09f46ff1884d422dc26d59ba18b4e5d355be147721bb2518aa2a014/ruff-0.14.14-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c0f18b922c6d2ff9a5e6c3ee16259adc513ca775bcf82c67ebab7cbd9da5bc8", size = 10286052, upload-time = "2026-01-22T22:30:24.827Z" }, + { url = "https://files.pythonhosted.org/packages/c8/cc/e71f88dd2a12afb5f50733851729d6b571a7c3a35bfdb16c3035132675a0/ruff-0.14.14-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1629e67489c2dea43e8658c3dba659edbfd87361624b4040d1df04c9740ae906", size = 11043637, upload-time = "2026-01-22T22:30:13.239Z" }, + { url = "https://files.pythonhosted.org/packages/67/b2/397245026352494497dac935d7f00f1468c03a23a0c5db6ad8fc49ca3fb2/ruff-0.14.14-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:27493a2131ea0f899057d49d303e4292b2cae2bb57253c1ed1f256fbcd1da480", size = 12194761, upload-time = "2026-01-22T22:30:22.542Z" }, + { url = "https://files.pythonhosted.org/packages/5b/06/06ef271459f778323112c51b7587ce85230785cd64e91772034ddb88f200/ruff-0.14.14-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:01ff589aab3f5b539e35db38425da31a57521efd1e4ad1ae08fc34dbe30bd7df", size = 12005701, upload-time = "2026-01-22T22:30:20.499Z" }, + { url = "https://files.pythonhosted.org/packages/41/d6/99364514541cf811ccc5ac44362f88df66373e9fec1b9d1c4cc830593fe7/ruff-0.14.14-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1cc12d74eef0f29f51775f5b755913eb523546b88e2d733e1d701fe65144e89b", size = 11282455, upload-time = "2026-01-22T22:29:59.679Z" }, + { url = "https://files.pythonhosted.org/packages/ca/71/37daa46f89475f8582b7762ecd2722492df26421714a33e72ccc9a84d7a5/ruff-0.14.14-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb8481604b7a9e75eff53772496201690ce2687067e038b3cc31aaf16aa0b974", size = 11215882, upload-time = "2026-01-22T22:29:57.032Z" }, + { url = "https://files.pythonhosted.org/packages/2c/10/a31f86169ec91c0705e618443ee74ede0bdd94da0a57b28e72db68b2dbac/ruff-0.14.14-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:14649acb1cf7b5d2d283ebd2f58d56b75836ed8c6f329664fa91cdea19e76e66", size = 11180549, upload-time = "2026-01-22T22:30:27.175Z" }, + { url = "https://files.pythonhosted.org/packages/fd/1e/c723f20536b5163adf79bdd10c5f093414293cdf567eed9bdb7b83940f3f/ruff-0.14.14-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e8058d2145566510790eab4e2fad186002e288dec5e0d343a92fe7b0bc1b3e13", size = 10543416, upload-time = "2026-01-22T22:30:01.964Z" }, + { url = "https://files.pythonhosted.org/packages/3e/34/8a84cea7e42c2d94ba5bde1d7a4fae164d6318f13f933d92da6d7c2041ff/ruff-0.14.14-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:e651e977a79e4c758eb807f0481d673a67ffe53cfa92209781dfa3a996cf8412", size = 10285491, upload-time = "2026-01-22T22:30:29.51Z" }, + { url = "https://files.pythonhosted.org/packages/55/ef/b7c5ea0be82518906c978e365e56a77f8de7678c8bb6651ccfbdc178c29f/ruff-0.14.14-py3-none-musllinux_1_2_i686.whl", hash = "sha256:cc8b22da8d9d6fdd844a68ae937e2a0adf9b16514e9a97cc60355e2d4b219fc3", size = 10733525, upload-time = "2026-01-22T22:30:06.499Z" }, + { url = "https://files.pythonhosted.org/packages/6a/5b/aaf1dfbcc53a2811f6cc0a1759de24e4b03e02ba8762daabd9b6bd8c59e3/ruff-0.14.14-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:16bc890fb4cc9781bb05beb5ab4cd51be9e7cb376bf1dd3580512b24eb3fda2b", size = 11315626, upload-time = "2026-01-22T22:30:36.848Z" }, + { url = "https://files.pythonhosted.org/packages/2c/aa/9f89c719c467dfaf8ad799b9bae0df494513fb21d31a6059cb5870e57e74/ruff-0.14.14-py3-none-win32.whl", hash = "sha256:b530c191970b143375b6a68e6f743800b2b786bbcf03a7965b06c4bf04568167", size = 10502442, upload-time = "2026-01-22T22:30:38.93Z" }, + { url = "https://files.pythonhosted.org/packages/87/44/90fa543014c45560cae1fffc63ea059fb3575ee6e1cb654562197e5d16fb/ruff-0.14.14-py3-none-win_amd64.whl", hash = "sha256:3dde1435e6b6fe5b66506c1dff67a421d0b7f6488d466f651c07f4cab3bf20fd", size = 11630486, upload-time = "2026-01-22T22:30:10.852Z" }, + { url = "https://files.pythonhosted.org/packages/9e/6a/40fee331a52339926a92e17ae748827270b288a35ef4a15c9c8f2ec54715/ruff-0.14.14-py3-none-win_arm64.whl", hash = "sha256:56e6981a98b13a32236a72a8da421d7839221fa308b223b9283312312e5ac76c", size = 10920448, upload-time = "2026-01-22T22:30:15.417Z" }, +] + +[[package]] +name = "scipy" +version = "1.10.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +dependencies = [ + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/84/a9/2bf119f3f9cff1f376f924e39cfae18dec92a1514784046d185731301281/scipy-1.10.1.tar.gz", hash = "sha256:2cf9dfb80a7b4589ba4c40ce7588986d6d5cebc5457cad2c2880f6bc2d42f3a5", size = 42407997, upload-time = "2023-02-19T21:20:13.395Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0a/ac/b1f1bbf7b01d96495f35be003b881f10f85bf6559efb6e9578da832c2140/scipy-1.10.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e7354fd7527a4b0377ce55f286805b34e8c54b91be865bac273f527e1b839019", size = 35093243, upload-time = "2023-02-19T20:33:55.754Z" }, + { url = "https://files.pythonhosted.org/packages/ea/e5/452086ebed676ce4000ceb5eeeb0ee4f8c6f67c7e70fb9323a370ff95c1f/scipy-1.10.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:4b3f429188c66603a1a5c549fb414e4d3bdc2a24792e061ffbd607d3d75fd84e", size = 28772969, upload-time = "2023-02-19T20:34:39.318Z" }, + { url = "https://files.pythonhosted.org/packages/04/0b/a1b119c869b79a2ab459b7f9fd7e2dea75a9c7d432e64e915e75586bd00b/scipy-1.10.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1553b5dcddd64ba9a0d95355e63fe6c3fc303a8fd77c7bc91e77d61363f7433f", size = 30886961, upload-time = "2023-02-19T20:35:33.724Z" }, + { url = "https://files.pythonhosted.org/packages/1f/4b/3bacad9a166350cb2e518cea80ab891016933cc1653f15c90279512c5fa9/scipy-1.10.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c0ff64b06b10e35215abce517252b375e580a6125fd5fdf6421b98efbefb2d2", size = 34422544, upload-time = "2023-02-19T20:37:03.859Z" }, + { url = "https://files.pythonhosted.org/packages/ec/e3/b06ac3738bf365e89710205a471abe7dceec672a51c244b469bc5d1291c7/scipy-1.10.1-cp310-cp310-win_amd64.whl", hash = "sha256:fae8a7b898c42dffe3f7361c40d5952b6bf32d10c4569098d276b4c547905ee1", size = 42484848, upload-time = "2023-02-19T20:39:09.467Z" }, + { url = "https://files.pythonhosted.org/packages/e7/53/053cd3669be0d474deae8fe5f757bff4c4f480b8a410231e0631c068873d/scipy-1.10.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0f1564ea217e82c1bbe75ddf7285ba0709ecd503f048cb1236ae9995f64217bd", size = 35003170, upload-time = "2023-02-19T20:40:53.274Z" }, + { url = "https://files.pythonhosted.org/packages/0d/3e/d05b9de83677195886fb79844fcca19609a538db63b1790fa373155bc3cf/scipy-1.10.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:d925fa1c81b772882aa55bcc10bf88324dadb66ff85d548c71515f6689c6dac5", size = 28717513, upload-time = "2023-02-19T20:42:20.82Z" }, + { url = "https://files.pythonhosted.org/packages/a5/3d/b69746c50e44893da57a68457da3d7e5bb75f6a37fbace3769b70d017488/scipy-1.10.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aaea0a6be54462ec027de54fca511540980d1e9eea68b2d5c1dbfe084797be35", size = 30687257, upload-time = "2023-02-19T20:43:48.139Z" }, + { url = "https://files.pythonhosted.org/packages/21/cd/fe2d4af234b80dc08c911ce63fdaee5badcdde3e9bcd9a68884580652ef0/scipy-1.10.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15a35c4242ec5f292c3dd364a7c71a61be87a3d4ddcc693372813c0b73c9af1d", size = 34124096, upload-time = "2023-02-19T20:45:27.415Z" }, + { url = "https://files.pythonhosted.org/packages/65/76/903324159e4a3566e518c558aeb21571d642f781d842d8dd0fd9c6b0645a/scipy-1.10.1-cp311-cp311-win_amd64.whl", hash = "sha256:43b8e0bcb877faf0abfb613d51026cd5cc78918e9530e375727bf0625c82788f", size = 42238704, upload-time = "2023-02-19T20:47:26.366Z" }, + { url = "https://files.pythonhosted.org/packages/a0/e3/37508a11dae501349d7c16e4dd18c706a023629eedc650ee094593887a89/scipy-1.10.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5678f88c68ea866ed9ebe3a989091088553ba12c6090244fdae3e467b1139c35", size = 35041063, upload-time = "2023-02-19T20:49:02.296Z" }, + { url = "https://files.pythonhosted.org/packages/93/4a/50c436de1353cce8b66b26e49a687f10b91fe7465bf34e4565d810153003/scipy-1.10.1-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:39becb03541f9e58243f4197584286e339029e8908c46f7221abeea4b749fa88", size = 28797694, upload-time = "2023-02-19T20:50:19.381Z" }, + { url = "https://files.pythonhosted.org/packages/d2/b5/ff61b79ad0ebd15d87ade10e0f4e80114dd89fac34a5efade39e99048c91/scipy-1.10.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bce5869c8d68cf383ce240e44c1d9ae7c06078a9396df68ce88a1230f93a30c1", size = 31024657, upload-time = "2023-02-19T20:51:49.175Z" }, + { url = "https://files.pythonhosted.org/packages/69/f0/fb07a9548e48b687b8bf2fa81d71aba9cfc548d365046ca1c791e24db99d/scipy-1.10.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07c3457ce0b3ad5124f98a86533106b643dd811dd61b548e78cf4c8786652f6f", size = 34540352, upload-time = "2023-02-19T20:53:30.821Z" }, + { url = "https://files.pythonhosted.org/packages/32/8e/7f403535ddf826348c9b8417791e28712019962f7e90ff845896d6325d09/scipy-1.10.1-cp38-cp38-win_amd64.whl", hash = "sha256:049a8bbf0ad95277ffba9b3b7d23e5369cc39e66406d60422c8cfef40ccc8415", size = 42215036, upload-time = "2023-02-19T20:55:09.639Z" }, + { url = "https://files.pythonhosted.org/packages/d9/7d/78b8035bc93c869b9f17261c87aae97a9cdb937f65f0d453c2831aa172fc/scipy-1.10.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cd9f1027ff30d90618914a64ca9b1a77a431159df0e2a195d8a9e8a04c78abf9", size = 35158611, upload-time = "2023-02-19T20:56:02.715Z" }, + { url = "https://files.pythonhosted.org/packages/e7/f0/55d81813b1a4cb79ce7dc8290eac083bf38bfb36e1ada94ea13b7b1a5f79/scipy-1.10.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:79c8e5a6c6ffaf3a2262ef1be1e108a035cf4f05c14df56057b64acc5bebffb6", size = 28902591, upload-time = "2023-02-19T20:56:45.728Z" }, + { url = "https://files.pythonhosted.org/packages/77/d1/722c457b319eed1d642e0a14c9be37eb475f0e6ed1f3401fa480d5d6d36e/scipy-1.10.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51af417a000d2dbe1ec6c372dfe688e041a7084da4fdd350aeb139bd3fb55353", size = 30960654, upload-time = "2023-02-19T20:57:32.091Z" }, + { url = "https://files.pythonhosted.org/packages/5d/30/b2a2a5bf1a3beefb7609fb871dcc6aef7217c69cef19a4631b7ab5622a8a/scipy-1.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b4735d6c28aad3cdcf52117e0e91d6b39acd4272f3f5cd9907c24ee931ad601", size = 34458863, upload-time = "2023-02-19T20:58:23.601Z" }, + { url = "https://files.pythonhosted.org/packages/35/20/0ec6246bbb43d18650c9a7cad6602e1a84fd8f9564a9b84cc5faf1e037d0/scipy-1.10.1-cp39-cp39-win_amd64.whl", hash = "sha256:7ff7f37b1bf4417baca958d254e8e2875d0cc23aaadbe65b3d5b3077b0eb23ea", size = 42509516, upload-time = "2023-02-19T20:59:26.296Z" }, +] + +[[package]] +name = "scipy" +version = "1.13.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.9.*'", +] +dependencies = [ + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ae/00/48c2f661e2816ccf2ecd77982f6605b2950afe60f60a52b4cbbc2504aa8f/scipy-1.13.1.tar.gz", hash = "sha256:095a87a0312b08dfd6a6155cbbd310a8c51800fc931b8c0b84003014b874ed3c", size = 57210720, upload-time = "2024-05-23T03:29:26.079Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/33/59/41b2529908c002ade869623b87eecff3e11e3ce62e996d0bdcb536984187/scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca", size = 39328076, upload-time = "2024-05-23T03:19:01.687Z" }, + { url = "https://files.pythonhosted.org/packages/d5/33/f1307601f492f764062ce7dd471a14750f3360e33cd0f8c614dae208492c/scipy-1.13.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d605e9c23906d1994f55ace80e0125c587f96c020037ea6aa98d01b4bd2e222f", size = 30306232, upload-time = "2024-05-23T03:19:09.089Z" }, + { url = "https://files.pythonhosted.org/packages/c0/66/9cd4f501dd5ea03e4a4572ecd874936d0da296bd04d1c45ae1a4a75d9c3a/scipy-1.13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cfa31f1def5c819b19ecc3a8b52d28ffdcc7ed52bb20c9a7589669dd3c250989", size = 33743202, upload-time = "2024-05-23T03:19:15.138Z" }, + { url = "https://files.pythonhosted.org/packages/a3/ba/7255e5dc82a65adbe83771c72f384d99c43063648456796436c9a5585ec3/scipy-1.13.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26264b282b9da0952a024ae34710c2aff7d27480ee91a2e82b7b7073c24722f", size = 38577335, upload-time = "2024-05-23T03:19:21.984Z" }, + { url = "https://files.pythonhosted.org/packages/49/a5/bb9ded8326e9f0cdfdc412eeda1054b914dfea952bda2097d174f8832cc0/scipy-1.13.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eccfa1906eacc02de42d70ef4aecea45415f5be17e72b61bafcfd329bdc52e94", size = 38820728, upload-time = "2024-05-23T03:19:28.225Z" }, + { url = "https://files.pythonhosted.org/packages/12/30/df7a8fcc08f9b4a83f5f27cfaaa7d43f9a2d2ad0b6562cced433e5b04e31/scipy-1.13.1-cp310-cp310-win_amd64.whl", hash = "sha256:2831f0dc9c5ea9edd6e51e6e769b655f08ec6db6e2e10f86ef39bd32eb11da54", size = 46210588, upload-time = "2024-05-23T03:19:35.661Z" }, + { url = "https://files.pythonhosted.org/packages/b4/15/4a4bb1b15bbd2cd2786c4f46e76b871b28799b67891f23f455323a0cdcfb/scipy-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:27e52b09c0d3a1d5b63e1105f24177e544a222b43611aaf5bc44d4a0979e32f9", size = 39333805, upload-time = "2024-05-23T03:19:43.081Z" }, + { url = "https://files.pythonhosted.org/packages/ba/92/42476de1af309c27710004f5cdebc27bec62c204db42e05b23a302cb0c9a/scipy-1.13.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:54f430b00f0133e2224c3ba42b805bfd0086fe488835effa33fa291561932326", size = 30317687, upload-time = "2024-05-23T03:19:48.799Z" }, + { url = "https://files.pythonhosted.org/packages/80/ba/8be64fe225360a4beb6840f3cbee494c107c0887f33350d0a47d55400b01/scipy-1.13.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e89369d27f9e7b0884ae559a3a956e77c02114cc60a6058b4e5011572eea9299", size = 33694638, upload-time = "2024-05-23T03:19:55.104Z" }, + { url = "https://files.pythonhosted.org/packages/36/07/035d22ff9795129c5a847c64cb43c1fa9188826b59344fee28a3ab02e283/scipy-1.13.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a78b4b3345f1b6f68a763c6e25c0c9a23a9fd0f39f5f3d200efe8feda560a5fa", size = 38569931, upload-time = "2024-05-23T03:20:01.82Z" }, + { url = "https://files.pythonhosted.org/packages/d9/10/f9b43de37e5ed91facc0cfff31d45ed0104f359e4f9a68416cbf4e790241/scipy-1.13.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:45484bee6d65633752c490404513b9ef02475b4284c4cfab0ef946def50b3f59", size = 38838145, upload-time = "2024-05-23T03:20:09.173Z" }, + { url = "https://files.pythonhosted.org/packages/4a/48/4513a1a5623a23e95f94abd675ed91cfb19989c58e9f6f7d03990f6caf3d/scipy-1.13.1-cp311-cp311-win_amd64.whl", hash = "sha256:5713f62f781eebd8d597eb3f88b8bf9274e79eeabf63afb4a737abc6c84ad37b", size = 46196227, upload-time = "2024-05-23T03:20:16.433Z" }, + { url = "https://files.pythonhosted.org/packages/f2/7b/fb6b46fbee30fc7051913068758414f2721003a89dd9a707ad49174e3843/scipy-1.13.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5d72782f39716b2b3509cd7c33cdc08c96f2f4d2b06d51e52fb45a19ca0c86a1", size = 39357301, upload-time = "2024-05-23T03:20:23.538Z" }, + { url = "https://files.pythonhosted.org/packages/dc/5a/2043a3bde1443d94014aaa41e0b50c39d046dda8360abd3b2a1d3f79907d/scipy-1.13.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:017367484ce5498445aade74b1d5ab377acdc65e27095155e448c88497755a5d", size = 30363348, upload-time = "2024-05-23T03:20:29.885Z" }, + { url = "https://files.pythonhosted.org/packages/e7/cb/26e4a47364bbfdb3b7fb3363be6d8a1c543bcd70a7753ab397350f5f189a/scipy-1.13.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:949ae67db5fa78a86e8fa644b9a6b07252f449dcf74247108c50e1d20d2b4627", size = 33406062, upload-time = "2024-05-23T03:20:36.012Z" }, + { url = "https://files.pythonhosted.org/packages/88/ab/6ecdc526d509d33814835447bbbeedbebdec7cca46ef495a61b00a35b4bf/scipy-1.13.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de3ade0e53bc1f21358aa74ff4830235d716211d7d077e340c7349bc3542e884", size = 38218311, upload-time = "2024-05-23T03:20:42.086Z" }, + { url = "https://files.pythonhosted.org/packages/0b/00/9f54554f0f8318100a71515122d8f4f503b1a2c4b4cfab3b4b68c0eb08fa/scipy-1.13.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2ac65fb503dad64218c228e2dc2d0a0193f7904747db43014645ae139c8fad16", size = 38442493, upload-time = "2024-05-23T03:20:48.292Z" }, + { url = "https://files.pythonhosted.org/packages/3e/df/963384e90733e08eac978cd103c34df181d1fec424de383cdc443f418dd4/scipy-1.13.1-cp312-cp312-win_amd64.whl", hash = "sha256:cdd7dacfb95fea358916410ec61bbc20440f7860333aee6d882bb8046264e949", size = 45910955, upload-time = "2024-05-23T03:20:55.091Z" }, + { url = "https://files.pythonhosted.org/packages/7f/29/c2ea58c9731b9ecb30b6738113a95d147e83922986b34c685b8f6eefde21/scipy-1.13.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:436bbb42a94a8aeef855d755ce5a465479c721e9d684de76bf61a62e7c2b81d5", size = 39352927, upload-time = "2024-05-23T03:21:01.95Z" }, + { url = "https://files.pythonhosted.org/packages/5c/c0/e71b94b20ccf9effb38d7147c0064c08c622309fd487b1b677771a97d18c/scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:8335549ebbca860c52bf3d02f80784e91a004b71b059e3eea9678ba994796a24", size = 30324538, upload-time = "2024-05-23T03:21:07.634Z" }, + { url = "https://files.pythonhosted.org/packages/6d/0f/aaa55b06d474817cea311e7b10aab2ea1fd5d43bc6a2861ccc9caec9f418/scipy-1.13.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d533654b7d221a6a97304ab63c41c96473ff04459e404b83275b60aa8f4b7004", size = 33732190, upload-time = "2024-05-23T03:21:14.41Z" }, + { url = "https://files.pythonhosted.org/packages/35/f5/d0ad1a96f80962ba65e2ce1de6a1e59edecd1f0a7b55990ed208848012e0/scipy-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:637e98dcf185ba7f8e663e122ebf908c4702420477ae52a04f9908707456ba4d", size = 38612244, upload-time = "2024-05-23T03:21:21.827Z" }, + { url = "https://files.pythonhosted.org/packages/8d/02/1165905f14962174e6569076bcc3315809ae1291ed14de6448cc151eedfd/scipy-1.13.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a014c2b3697bde71724244f63de2476925596c24285c7a637364761f8710891c", size = 38845637, upload-time = "2024-05-23T03:21:28.729Z" }, + { url = "https://files.pythonhosted.org/packages/3e/77/dab54fe647a08ee4253963bcd8f9cf17509c8ca64d6335141422fe2e2114/scipy-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:392e4ec766654852c25ebad4f64e4e584cf19820b980bc04960bca0b0cd6eaa2", size = 46227440, upload-time = "2024-05-23T03:21:35.888Z" }, +] + +[[package]] +name = "scipy" +version = "1.15.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.10.*'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz", hash = "sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf", size = 59419214, upload-time = "2025-05-08T16:13:05.955Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/2f/4966032c5f8cc7e6a60f1b2e0ad686293b9474b65246b0c642e3ef3badd0/scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c", size = 38702770, upload-time = "2025-05-08T16:04:20.849Z" }, + { url = "https://files.pythonhosted.org/packages/a0/6e/0c3bf90fae0e910c274db43304ebe25a6b391327f3f10b5dcc638c090795/scipy-1.15.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253", size = 30094511, upload-time = "2025-05-08T16:04:27.103Z" }, + { url = "https://files.pythonhosted.org/packages/ea/b1/4deb37252311c1acff7f101f6453f0440794f51b6eacb1aad4459a134081/scipy-1.15.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f", size = 22368151, upload-time = "2025-05-08T16:04:31.731Z" }, + { url = "https://files.pythonhosted.org/packages/38/7d/f457626e3cd3c29b3a49ca115a304cebb8cc6f31b04678f03b216899d3c6/scipy-1.15.3-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92", size = 25121732, upload-time = "2025-05-08T16:04:36.596Z" }, + { url = "https://files.pythonhosted.org/packages/db/0a/92b1de4a7adc7a15dcf5bddc6e191f6f29ee663b30511ce20467ef9b82e4/scipy-1.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82", size = 35547617, upload-time = "2025-05-08T16:04:43.546Z" }, + { url = "https://files.pythonhosted.org/packages/8e/6d/41991e503e51fc1134502694c5fa7a1671501a17ffa12716a4a9151af3df/scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40", size = 37662964, upload-time = "2025-05-08T16:04:49.431Z" }, + { url = "https://files.pythonhosted.org/packages/25/e1/3df8f83cb15f3500478c889be8fb18700813b95e9e087328230b98d547ff/scipy-1.15.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e", size = 37238749, upload-time = "2025-05-08T16:04:55.215Z" }, + { url = "https://files.pythonhosted.org/packages/93/3e/b3257cf446f2a3533ed7809757039016b74cd6f38271de91682aa844cfc5/scipy-1.15.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c", size = 40022383, upload-time = "2025-05-08T16:05:01.914Z" }, + { url = "https://files.pythonhosted.org/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl", hash = "sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13", size = 41259201, upload-time = "2025-05-08T16:05:08.166Z" }, + { url = "https://files.pythonhosted.org/packages/96/ab/5cc9f80f28f6a7dff646c5756e559823614a42b1939d86dd0ed550470210/scipy-1.15.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b", size = 38714255, upload-time = "2025-05-08T16:05:14.596Z" }, + { url = "https://files.pythonhosted.org/packages/4a/4a/66ba30abe5ad1a3ad15bfb0b59d22174012e8056ff448cb1644deccbfed2/scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba", size = 30111035, upload-time = "2025-05-08T16:05:20.152Z" }, + { url = "https://files.pythonhosted.org/packages/4b/fa/a7e5b95afd80d24313307f03624acc65801846fa75599034f8ceb9e2cbf6/scipy-1.15.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65", size = 22384499, upload-time = "2025-05-08T16:05:24.494Z" }, + { url = "https://files.pythonhosted.org/packages/17/99/f3aaddccf3588bb4aea70ba35328c204cadd89517a1612ecfda5b2dd9d7a/scipy-1.15.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1", size = 25152602, upload-time = "2025-05-08T16:05:29.313Z" }, + { url = "https://files.pythonhosted.org/packages/56/c5/1032cdb565f146109212153339f9cb8b993701e9fe56b1c97699eee12586/scipy-1.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889", size = 35503415, upload-time = "2025-05-08T16:05:34.699Z" }, + { url = "https://files.pythonhosted.org/packages/bd/37/89f19c8c05505d0601ed5650156e50eb881ae3918786c8fd7262b4ee66d3/scipy-1.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982", size = 37652622, upload-time = "2025-05-08T16:05:40.762Z" }, + { url = "https://files.pythonhosted.org/packages/7e/31/be59513aa9695519b18e1851bb9e487de66f2d31f835201f1b42f5d4d475/scipy-1.15.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9", size = 37244796, upload-time = "2025-05-08T16:05:48.119Z" }, + { url = "https://files.pythonhosted.org/packages/10/c0/4f5f3eeccc235632aab79b27a74a9130c6c35df358129f7ac8b29f562ac7/scipy-1.15.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594", size = 40047684, upload-time = "2025-05-08T16:05:54.22Z" }, + { url = "https://files.pythonhosted.org/packages/ab/a7/0ddaf514ce8a8714f6ed243a2b391b41dbb65251affe21ee3077ec45ea9a/scipy-1.15.3-cp311-cp311-win_amd64.whl", hash = "sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb", size = 41246504, upload-time = "2025-05-08T16:06:00.437Z" }, + { url = "https://files.pythonhosted.org/packages/37/4b/683aa044c4162e10ed7a7ea30527f2cbd92e6999c10a8ed8edb253836e9c/scipy-1.15.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019", size = 38766735, upload-time = "2025-05-08T16:06:06.471Z" }, + { url = "https://files.pythonhosted.org/packages/7b/7e/f30be3d03de07f25dc0ec926d1681fed5c732d759ac8f51079708c79e680/scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6", size = 30173284, upload-time = "2025-05-08T16:06:11.686Z" }, + { url = "https://files.pythonhosted.org/packages/07/9c/0ddb0d0abdabe0d181c1793db51f02cd59e4901da6f9f7848e1f96759f0d/scipy-1.15.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477", size = 22446958, upload-time = "2025-05-08T16:06:15.97Z" }, + { url = "https://files.pythonhosted.org/packages/af/43/0bce905a965f36c58ff80d8bea33f1f9351b05fad4beaad4eae34699b7a1/scipy-1.15.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c", size = 25242454, upload-time = "2025-05-08T16:06:20.394Z" }, + { url = "https://files.pythonhosted.org/packages/56/30/a6f08f84ee5b7b28b4c597aca4cbe545535c39fe911845a96414700b64ba/scipy-1.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45", size = 35210199, upload-time = "2025-05-08T16:06:26.159Z" }, + { url = "https://files.pythonhosted.org/packages/0b/1f/03f52c282437a168ee2c7c14a1a0d0781a9a4a8962d84ac05c06b4c5b555/scipy-1.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49", size = 37309455, upload-time = "2025-05-08T16:06:32.778Z" }, + { url = "https://files.pythonhosted.org/packages/89/b1/fbb53137f42c4bf630b1ffdfc2151a62d1d1b903b249f030d2b1c0280af8/scipy-1.15.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e", size = 36885140, upload-time = "2025-05-08T16:06:39.249Z" }, + { url = "https://files.pythonhosted.org/packages/2e/2e/025e39e339f5090df1ff266d021892694dbb7e63568edcfe43f892fa381d/scipy-1.15.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539", size = 39710549, upload-time = "2025-05-08T16:06:45.729Z" }, + { url = "https://files.pythonhosted.org/packages/e6/eb/3bf6ea8ab7f1503dca3a10df2e4b9c3f6b3316df07f6c0ded94b281c7101/scipy-1.15.3-cp312-cp312-win_amd64.whl", hash = "sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed", size = 40966184, upload-time = "2025-05-08T16:06:52.623Z" }, + { url = "https://files.pythonhosted.org/packages/73/18/ec27848c9baae6e0d6573eda6e01a602e5649ee72c27c3a8aad673ebecfd/scipy-1.15.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759", size = 38728256, upload-time = "2025-05-08T16:06:58.696Z" }, + { url = "https://files.pythonhosted.org/packages/74/cd/1aef2184948728b4b6e21267d53b3339762c285a46a274ebb7863c9e4742/scipy-1.15.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62", size = 30109540, upload-time = "2025-05-08T16:07:04.209Z" }, + { url = "https://files.pythonhosted.org/packages/5b/d8/59e452c0a255ec352bd0a833537a3bc1bfb679944c4938ab375b0a6b3a3e/scipy-1.15.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb", size = 22383115, upload-time = "2025-05-08T16:07:08.998Z" }, + { url = "https://files.pythonhosted.org/packages/08/f5/456f56bbbfccf696263b47095291040655e3cbaf05d063bdc7c7517f32ac/scipy-1.15.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730", size = 25163884, upload-time = "2025-05-08T16:07:14.091Z" }, + { url = "https://files.pythonhosted.org/packages/a2/66/a9618b6a435a0f0c0b8a6d0a2efb32d4ec5a85f023c2b79d39512040355b/scipy-1.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825", size = 35174018, upload-time = "2025-05-08T16:07:19.427Z" }, + { url = "https://files.pythonhosted.org/packages/b5/09/c5b6734a50ad4882432b6bb7c02baf757f5b2f256041da5df242e2d7e6b6/scipy-1.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7", size = 37269716, upload-time = "2025-05-08T16:07:25.712Z" }, + { url = "https://files.pythonhosted.org/packages/77/0a/eac00ff741f23bcabd352731ed9b8995a0a60ef57f5fd788d611d43d69a1/scipy-1.15.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11", size = 36872342, upload-time = "2025-05-08T16:07:31.468Z" }, + { url = "https://files.pythonhosted.org/packages/fe/54/4379be86dd74b6ad81551689107360d9a3e18f24d20767a2d5b9253a3f0a/scipy-1.15.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126", size = 39670869, upload-time = "2025-05-08T16:07:38.002Z" }, + { url = "https://files.pythonhosted.org/packages/87/2e/892ad2862ba54f084ffe8cc4a22667eaf9c2bcec6d2bff1d15713c6c0703/scipy-1.15.3-cp313-cp313-win_amd64.whl", hash = "sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163", size = 40988851, upload-time = "2025-05-08T16:08:33.671Z" }, + { url = "https://files.pythonhosted.org/packages/1b/e9/7a879c137f7e55b30d75d90ce3eb468197646bc7b443ac036ae3fe109055/scipy-1.15.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8", size = 38863011, upload-time = "2025-05-08T16:07:44.039Z" }, + { url = "https://files.pythonhosted.org/packages/51/d1/226a806bbd69f62ce5ef5f3ffadc35286e9fbc802f606a07eb83bf2359de/scipy-1.15.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5", size = 30266407, upload-time = "2025-05-08T16:07:49.891Z" }, + { url = "https://files.pythonhosted.org/packages/e5/9b/f32d1d6093ab9eeabbd839b0f7619c62e46cc4b7b6dbf05b6e615bbd4400/scipy-1.15.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e", size = 22540030, upload-time = "2025-05-08T16:07:54.121Z" }, + { url = "https://files.pythonhosted.org/packages/e7/29/c278f699b095c1a884f29fda126340fcc201461ee8bfea5c8bdb1c7c958b/scipy-1.15.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb", size = 25218709, upload-time = "2025-05-08T16:07:58.506Z" }, + { url = "https://files.pythonhosted.org/packages/24/18/9e5374b617aba742a990581373cd6b68a2945d65cc588482749ef2e64467/scipy-1.15.3-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723", size = 34809045, upload-time = "2025-05-08T16:08:03.929Z" }, + { url = "https://files.pythonhosted.org/packages/e1/fe/9c4361e7ba2927074360856db6135ef4904d505e9b3afbbcb073c4008328/scipy-1.15.3-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb", size = 36703062, upload-time = "2025-05-08T16:08:09.558Z" }, + { url = "https://files.pythonhosted.org/packages/b7/8e/038ccfe29d272b30086b25a4960f757f97122cb2ec42e62b460d02fe98e9/scipy-1.15.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4", size = 36393132, upload-time = "2025-05-08T16:08:15.34Z" }, + { url = "https://files.pythonhosted.org/packages/10/7e/5c12285452970be5bdbe8352c619250b97ebf7917d7a9a9e96b8a8140f17/scipy-1.15.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5", size = 38979503, upload-time = "2025-05-08T16:08:21.513Z" }, + { url = "https://files.pythonhosted.org/packages/81/06/0a5e5349474e1cbc5757975b21bd4fad0e72ebf138c5592f191646154e06/scipy-1.15.3-cp313-cp313t-win_amd64.whl", hash = "sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca", size = 40308097, upload-time = "2025-05-08T16:08:27.627Z" }, +] + +[[package]] +name = "scipy" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/56/3e/9cca699f3486ce6bc12ff46dc2031f1ec8eb9ccc9a320fdaf925f1417426/scipy-1.17.0.tar.gz", hash = "sha256:2591060c8e648d8b96439e111ac41fd8342fdeff1876be2e19dea3fe8930454e", size = 30396830, upload-time = "2026-01-10T21:34:23.009Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/4b/c89c131aa87cad2b77a54eb0fb94d633a842420fa7e919dc2f922037c3d8/scipy-1.17.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:2abd71643797bd8a106dff97894ff7869eeeb0af0f7a5ce02e4227c6a2e9d6fd", size = 31381316, upload-time = "2026-01-10T21:24:33.42Z" }, + { url = "https://files.pythonhosted.org/packages/5e/5f/a6b38f79a07d74989224d5f11b55267714707582908a5f1ae854cf9a9b84/scipy-1.17.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:ef28d815f4d2686503e5f4f00edc387ae58dfd7a2f42e348bb53359538f01558", size = 27966760, upload-time = "2026-01-10T21:24:38.911Z" }, + { url = "https://files.pythonhosted.org/packages/c1/20/095ad24e031ee8ed3c5975954d816b8e7e2abd731e04f8be573de8740885/scipy-1.17.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:272a9f16d6bb4667e8b50d25d71eddcc2158a214df1b566319298de0939d2ab7", size = 20138701, upload-time = "2026-01-10T21:24:43.249Z" }, + { url = "https://files.pythonhosted.org/packages/89/11/4aad2b3858d0337756f3323f8960755704e530b27eb2a94386c970c32cbe/scipy-1.17.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:7204fddcbec2fe6598f1c5fdf027e9f259106d05202a959a9f1aecf036adc9f6", size = 22480574, upload-time = "2026-01-10T21:24:47.266Z" }, + { url = "https://files.pythonhosted.org/packages/85/bd/f5af70c28c6da2227e510875cadf64879855193a687fb19951f0f44cfd6b/scipy-1.17.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fc02c37a5639ee67d8fb646ffded6d793c06c5622d36b35cfa8fe5ececb8f042", size = 32862414, upload-time = "2026-01-10T21:24:52.566Z" }, + { url = "https://files.pythonhosted.org/packages/ef/df/df1457c4df3826e908879fe3d76bc5b6e60aae45f4ee42539512438cfd5d/scipy-1.17.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dac97a27520d66c12a34fd90a4fe65f43766c18c0d6e1c0a80f114d2260080e4", size = 35112380, upload-time = "2026-01-10T21:24:58.433Z" }, + { url = "https://files.pythonhosted.org/packages/5f/bb/88e2c16bd1dd4de19d80d7c5e238387182993c2fb13b4b8111e3927ad422/scipy-1.17.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ebb7446a39b3ae0fe8f416a9a3fdc6fba3f11c634f680f16a239c5187bc487c0", size = 34922676, upload-time = "2026-01-10T21:25:04.287Z" }, + { url = "https://files.pythonhosted.org/packages/02/ba/5120242cc735f71fc002cff0303d536af4405eb265f7c60742851e7ccfe9/scipy-1.17.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:474da16199f6af66601a01546144922ce402cb17362e07d82f5a6cf8f963e449", size = 37507599, upload-time = "2026-01-10T21:25:09.851Z" }, + { url = "https://files.pythonhosted.org/packages/52/c8/08629657ac6c0da198487ce8cd3de78e02cfde42b7f34117d56a3fe249dc/scipy-1.17.0-cp311-cp311-win_amd64.whl", hash = "sha256:255c0da161bd7b32a6c898e7891509e8a9289f0b1c6c7d96142ee0d2b114c2ea", size = 36380284, upload-time = "2026-01-10T21:25:15.632Z" }, + { url = "https://files.pythonhosted.org/packages/6c/4a/465f96d42c6f33ad324a40049dfd63269891db9324aa66c4a1c108c6f994/scipy-1.17.0-cp311-cp311-win_arm64.whl", hash = "sha256:85b0ac3ad17fa3be50abd7e69d583d98792d7edc08367e01445a1e2076005379", size = 24370427, upload-time = "2026-01-10T21:25:20.514Z" }, + { url = "https://files.pythonhosted.org/packages/0b/11/7241a63e73ba5a516f1930ac8d5b44cbbfabd35ac73a2d08ca206df007c4/scipy-1.17.0-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:0d5018a57c24cb1dd828bcf51d7b10e65986d549f52ef5adb6b4d1ded3e32a57", size = 31364580, upload-time = "2026-01-10T21:25:25.717Z" }, + { url = "https://files.pythonhosted.org/packages/ed/1d/5057f812d4f6adc91a20a2d6f2ebcdb517fdbc87ae3acc5633c9b97c8ba5/scipy-1.17.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:88c22af9e5d5a4f9e027e26772cc7b5922fab8bcc839edb3ae33de404feebd9e", size = 27969012, upload-time = "2026-01-10T21:25:30.921Z" }, + { url = "https://files.pythonhosted.org/packages/e3/21/f6ec556c1e3b6ec4e088da667d9987bb77cc3ab3026511f427dc8451187d/scipy-1.17.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f3cd947f20fe17013d401b64e857c6b2da83cae567adbb75b9dcba865abc66d8", size = 20140691, upload-time = "2026-01-10T21:25:34.802Z" }, + { url = "https://files.pythonhosted.org/packages/7a/fe/5e5ad04784964ba964a96f16c8d4676aa1b51357199014dce58ab7ec5670/scipy-1.17.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:e8c0b331c2c1f531eb51f1b4fc9ba709521a712cce58f1aa627bc007421a5306", size = 22463015, upload-time = "2026-01-10T21:25:39.277Z" }, + { url = "https://files.pythonhosted.org/packages/4a/69/7c347e857224fcaf32a34a05183b9d8a7aca25f8f2d10b8a698b8388561a/scipy-1.17.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5194c445d0a1c7a6c1a4a4681b6b7c71baad98ff66d96b949097e7513c9d6742", size = 32724197, upload-time = "2026-01-10T21:25:44.084Z" }, + { url = "https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9eeb9b5f5997f75507814ed9d298ab23f62cf79f5a3ef90031b1ee2506abdb5b", size = 35009148, upload-time = "2026-01-10T21:25:50.591Z" }, + { url = "https://files.pythonhosted.org/packages/af/07/07dec27d9dc41c18d8c43c69e9e413431d20c53a0339c388bcf72f353c4b/scipy-1.17.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:40052543f7bbe921df4408f46003d6f01c6af109b9e2c8a66dd1cf6cf57f7d5d", size = 34798766, upload-time = "2026-01-10T21:25:59.41Z" }, + { url = "https://files.pythonhosted.org/packages/81/61/0470810c8a093cdacd4ba7504b8a218fd49ca070d79eca23a615f5d9a0b0/scipy-1.17.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0cf46c8013fec9d3694dc572f0b54100c28405d55d3e2cb15e2895b25057996e", size = 37405953, upload-time = "2026-01-10T21:26:07.75Z" }, + { url = "https://files.pythonhosted.org/packages/92/ce/672ed546f96d5d41ae78c4b9b02006cedd0b3d6f2bf5bb76ea455c320c28/scipy-1.17.0-cp312-cp312-win_amd64.whl", hash = "sha256:0937a0b0d8d593a198cededd4c439a0ea216a3f36653901ea1f3e4be949056f8", size = 36328121, upload-time = "2026-01-10T21:26:16.509Z" }, + { url = "https://files.pythonhosted.org/packages/9d/21/38165845392cae67b61843a52c6455d47d0cc2a40dd495c89f4362944654/scipy-1.17.0-cp312-cp312-win_arm64.whl", hash = "sha256:f603d8a5518c7426414d1d8f82e253e454471de682ce5e39c29adb0df1efb86b", size = 24314368, upload-time = "2026-01-10T21:26:23.087Z" }, + { url = "https://files.pythonhosted.org/packages/0c/51/3468fdfd49387ddefee1636f5cf6d03ce603b75205bf439bbf0e62069bfd/scipy-1.17.0-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:65ec32f3d32dfc48c72df4291345dae4f048749bc8d5203ee0a3f347f96c5ce6", size = 31344101, upload-time = "2026-01-10T21:26:30.25Z" }, + { url = "https://files.pythonhosted.org/packages/b2/9a/9406aec58268d437636069419e6977af953d1e246df941d42d3720b7277b/scipy-1.17.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:1f9586a58039d7229ce77b52f8472c972448cded5736eaf102d5658bbac4c269", size = 27950385, upload-time = "2026-01-10T21:26:36.801Z" }, + { url = "https://files.pythonhosted.org/packages/4f/98/e7342709e17afdfd1b26b56ae499ef4939b45a23a00e471dfb5375eea205/scipy-1.17.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:9fad7d3578c877d606b1150135c2639e9de9cecd3705caa37b66862977cc3e72", size = 20122115, upload-time = "2026-01-10T21:26:42.107Z" }, + { url = "https://files.pythonhosted.org/packages/fd/0e/9eeeb5357a64fd157cbe0302c213517c541cc16b8486d82de251f3c68ede/scipy-1.17.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:423ca1f6584fc03936972b5f7c06961670dbba9f234e71676a7c7ccf938a0d61", size = 22442402, upload-time = "2026-01-10T21:26:48.029Z" }, + { url = "https://files.pythonhosted.org/packages/c9/10/be13397a0e434f98e0c79552b2b584ae5bb1c8b2be95db421533bbca5369/scipy-1.17.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fe508b5690e9eaaa9467fc047f833af58f1152ae51a0d0aed67aa5801f4dd7d6", size = 32696338, upload-time = "2026-01-10T21:26:55.521Z" }, + { url = "https://files.pythonhosted.org/packages/63/1e/12fbf2a3bb240161651c94bb5cdd0eae5d4e8cc6eaeceb74ab07b12a753d/scipy-1.17.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6680f2dfd4f6182e7d6db161344537da644d1cf85cf293f015c60a17ecf08752", size = 34977201, upload-time = "2026-01-10T21:27:03.501Z" }, + { url = "https://files.pythonhosted.org/packages/19/5b/1a63923e23ccd20bd32156d7dd708af5bbde410daa993aa2500c847ab2d2/scipy-1.17.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eec3842ec9ac9de5917899b277428886042a93db0b227ebbe3a333b64ec7643d", size = 34777384, upload-time = "2026-01-10T21:27:11.423Z" }, + { url = "https://files.pythonhosted.org/packages/39/22/b5da95d74edcf81e540e467202a988c50fef41bd2011f46e05f72ba07df6/scipy-1.17.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d7425fcafbc09a03731e1bc05581f5fad988e48c6a861f441b7ab729a49a55ea", size = 37379586, upload-time = "2026-01-10T21:27:20.171Z" }, + { url = "https://files.pythonhosted.org/packages/b9/b6/8ac583d6da79e7b9e520579f03007cb006f063642afd6b2eeb16b890bf93/scipy-1.17.0-cp313-cp313-win_amd64.whl", hash = "sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812", size = 36287211, upload-time = "2026-01-10T21:28:43.122Z" }, + { url = "https://files.pythonhosted.org/packages/55/fb/7db19e0b3e52f882b420417644ec81dd57eeef1bd1705b6f689d8ff93541/scipy-1.17.0-cp313-cp313-win_arm64.whl", hash = "sha256:357ca001c6e37601066092e7c89cca2f1ce74e2a520ca78d063a6d2201101df2", size = 24312646, upload-time = "2026-01-10T21:28:49.893Z" }, + { url = "https://files.pythonhosted.org/packages/20/b6/7feaa252c21cc7aff335c6c55e1b90ab3e3306da3f048109b8b639b94648/scipy-1.17.0-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:ec0827aa4d36cb79ff1b81de898e948a51ac0b9b1c43e4a372c0508c38c0f9a3", size = 31693194, upload-time = "2026-01-10T21:27:27.454Z" }, + { url = "https://files.pythonhosted.org/packages/76/bb/bbb392005abce039fb7e672cb78ac7d158700e826b0515cab6b5b60c26fb/scipy-1.17.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:819fc26862b4b3c73a60d486dbb919202f3d6d98c87cf20c223511429f2d1a97", size = 28365415, upload-time = "2026-01-10T21:27:34.26Z" }, + { url = "https://files.pythonhosted.org/packages/37/da/9d33196ecc99fba16a409c691ed464a3a283ac454a34a13a3a57c0d66f3a/scipy-1.17.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:363ad4ae2853d88ebcde3ae6ec46ccca903ea9835ee8ba543f12f575e7b07e4e", size = 20537232, upload-time = "2026-01-10T21:27:40.306Z" }, + { url = "https://files.pythonhosted.org/packages/56/9d/f4b184f6ddb28e9a5caea36a6f98e8ecd2a524f9127354087ce780885d83/scipy-1.17.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:979c3a0ff8e5ba254d45d59ebd38cde48fce4f10b5125c680c7a4bfe177aab07", size = 22791051, upload-time = "2026-01-10T21:27:46.539Z" }, + { url = "https://files.pythonhosted.org/packages/9b/9d/025cccdd738a72140efc582b1641d0dd4caf2e86c3fb127568dc80444e6e/scipy-1.17.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:130d12926ae34399d157de777472bf82e9061c60cc081372b3118edacafe1d00", size = 32815098, upload-time = "2026-01-10T21:27:54.389Z" }, + { url = "https://files.pythonhosted.org/packages/48/5f/09b879619f8bca15ce392bfc1894bd9c54377e01d1b3f2f3b595a1b4d945/scipy-1.17.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6e886000eb4919eae3a44f035e63f0fd8b651234117e8f6f29bad1cd26e7bc45", size = 35031342, upload-time = "2026-01-10T21:28:03.012Z" }, + { url = "https://files.pythonhosted.org/packages/f2/9a/f0f0a9f0aa079d2f106555b984ff0fbb11a837df280f04f71f056ea9c6e4/scipy-1.17.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:13c4096ac6bc31d706018f06a49abe0485f96499deb82066b94d19b02f664209", size = 34893199, upload-time = "2026-01-10T21:28:10.832Z" }, + { url = "https://files.pythonhosted.org/packages/90/b8/4f0f5cf0c5ea4d7548424e6533e6b17d164f34a6e2fb2e43ffebb6697b06/scipy-1.17.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:cacbaddd91fcffde703934897c5cd2c7cb0371fac195d383f4e1f1c5d3f3bd04", size = 37438061, upload-time = "2026-01-10T21:28:19.684Z" }, + { url = "https://files.pythonhosted.org/packages/f9/cc/2bd59140ed3b2fa2882fb15da0a9cb1b5a6443d67cfd0d98d4cec83a57ec/scipy-1.17.0-cp313-cp313t-win_amd64.whl", hash = "sha256:edce1a1cf66298cccdc48a1bdf8fb10a3bf58e8b58d6c3883dd1530e103f87c0", size = 36328593, upload-time = "2026-01-10T21:28:28.007Z" }, + { url = "https://files.pythonhosted.org/packages/13/1b/c87cc44a0d2c7aaf0f003aef2904c3d097b422a96c7e7c07f5efd9073c1b/scipy-1.17.0-cp313-cp313t-win_arm64.whl", hash = "sha256:30509da9dbec1c2ed8f168b8d8aa853bc6723fede1dbc23c7d43a56f5ab72a67", size = 24625083, upload-time = "2026-01-10T21:28:35.188Z" }, + { url = "https://files.pythonhosted.org/packages/1a/2d/51006cd369b8e7879e1c630999a19d1fbf6f8b5ed3e33374f29dc87e53b3/scipy-1.17.0-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:c17514d11b78be8f7e6331b983a65a7f5ca1fd037b95e27b280921fe5606286a", size = 31346803, upload-time = "2026-01-10T21:28:57.24Z" }, + { url = "https://files.pythonhosted.org/packages/d6/2e/2349458c3ce445f53a6c93d4386b1c4c5c0c540917304c01222ff95ff317/scipy-1.17.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:4e00562e519c09da34c31685f6acc3aa384d4d50604db0f245c14e1b4488bfa2", size = 27967182, upload-time = "2026-01-10T21:29:04.107Z" }, + { url = "https://files.pythonhosted.org/packages/5e/7c/df525fbfa77b878d1cfe625249529514dc02f4fd5f45f0f6295676a76528/scipy-1.17.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7df7941d71314e60a481e02d5ebcb3f0185b8d799c70d03d8258f6c80f3d467", size = 20139125, upload-time = "2026-01-10T21:29:10.179Z" }, + { url = "https://files.pythonhosted.org/packages/33/11/fcf9d43a7ed1234d31765ec643b0515a85a30b58eddccc5d5a4d12b5f194/scipy-1.17.0-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:aabf057c632798832f071a8dde013c2e26284043934f53b00489f1773b33527e", size = 22443554, upload-time = "2026-01-10T21:29:15.888Z" }, + { url = "https://files.pythonhosted.org/packages/80/5c/ea5d239cda2dd3d31399424967a24d556cf409fbea7b5b21412b0fd0a44f/scipy-1.17.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a38c3337e00be6fd8a95b4ed66b5d988bac4ec888fd922c2ea9fe5fb1603dd67", size = 32757834, upload-time = "2026-01-10T21:29:23.406Z" }, + { url = "https://files.pythonhosted.org/packages/b8/7e/8c917cc573310e5dc91cbeead76f1b600d3fb17cf0969db02c9cf92e3cfa/scipy-1.17.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00fb5f8ec8398ad90215008d8b6009c9db9fa924fd4c7d6be307c6f945f9cd73", size = 34995775, upload-time = "2026-01-10T21:29:31.915Z" }, + { url = "https://files.pythonhosted.org/packages/c5/43/176c0c3c07b3f7df324e7cdd933d3e2c4898ca202b090bd5ba122f9fe270/scipy-1.17.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f2a4942b0f5f7c23c7cd641a0ca1955e2ae83dedcff537e3a0259096635e186b", size = 34841240, upload-time = "2026-01-10T21:29:39.995Z" }, + { url = "https://files.pythonhosted.org/packages/44/8c/d1f5f4b491160592e7f084d997de53a8e896a3ac01cd07e59f43ca222744/scipy-1.17.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:dbf133ced83889583156566d2bdf7a07ff89228fe0c0cb727f777de92092ec6b", size = 37394463, upload-time = "2026-01-10T21:29:48.723Z" }, + { url = "https://files.pythonhosted.org/packages/9f/ec/42a6657f8d2d087e750e9a5dde0b481fd135657f09eaf1cf5688bb23c338/scipy-1.17.0-cp314-cp314-win_amd64.whl", hash = "sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061", size = 37053015, upload-time = "2026-01-10T21:30:51.418Z" }, + { url = "https://files.pythonhosted.org/packages/27/58/6b89a6afd132787d89a362d443a7bddd511b8f41336a1ae47f9e4f000dc4/scipy-1.17.0-cp314-cp314-win_arm64.whl", hash = "sha256:9244608d27eafe02b20558523ba57f15c689357c85bdcfe920b1828750aa26eb", size = 24951312, upload-time = "2026-01-10T21:30:56.771Z" }, + { url = "https://files.pythonhosted.org/packages/e9/01/f58916b9d9ae0112b86d7c3b10b9e685625ce6e8248df139d0fcb17f7397/scipy-1.17.0-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:2b531f57e09c946f56ad0b4a3b2abee778789097871fc541e267d2eca081cff1", size = 31706502, upload-time = "2026-01-10T21:29:56.326Z" }, + { url = "https://files.pythonhosted.org/packages/59/8e/2912a87f94a7d1f8b38aabc0faf74b82d3b6c9e22be991c49979f0eceed8/scipy-1.17.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:13e861634a2c480bd237deb69333ac79ea1941b94568d4b0efa5db5e263d4fd1", size = 28380854, upload-time = "2026-01-10T21:30:01.554Z" }, + { url = "https://files.pythonhosted.org/packages/bd/1c/874137a52dddab7d5d595c1887089a2125d27d0601fce8c0026a24a92a0b/scipy-1.17.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:eb2651271135154aa24f6481cbae5cc8af1f0dd46e6533fb7b56aa9727b6a232", size = 20552752, upload-time = "2026-01-10T21:30:05.93Z" }, + { url = "https://files.pythonhosted.org/packages/3f/f0/7518d171cb735f6400f4576cf70f756d5b419a07fe1867da34e2c2c9c11b/scipy-1.17.0-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:c5e8647f60679790c2f5c76be17e2e9247dc6b98ad0d3b065861e082c56e078d", size = 22803972, upload-time = "2026-01-10T21:30:10.651Z" }, + { url = "https://files.pythonhosted.org/packages/7c/74/3498563a2c619e8a3ebb4d75457486c249b19b5b04a30600dfd9af06bea5/scipy-1.17.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5fb10d17e649e1446410895639f3385fd2bf4c3c7dfc9bea937bddcbc3d7b9ba", size = 32829770, upload-time = "2026-01-10T21:30:16.359Z" }, + { url = "https://files.pythonhosted.org/packages/48/d1/7b50cedd8c6c9d6f706b4b36fa8544d829c712a75e370f763b318e9638c1/scipy-1.17.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8547e7c57f932e7354a2319fab613981cde910631979f74c9b542bb167a8b9db", size = 35051093, upload-time = "2026-01-10T21:30:22.987Z" }, + { url = "https://files.pythonhosted.org/packages/e2/82/a2d684dfddb87ba1b3ea325df7c3293496ee9accb3a19abe9429bce94755/scipy-1.17.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33af70d040e8af9d5e7a38b5ed3b772adddd281e3062ff23fec49e49681c38cf", size = 34909905, upload-time = "2026-01-10T21:30:28.704Z" }, + { url = "https://files.pythonhosted.org/packages/ef/5e/e565bd73991d42023eb82bb99e51c5b3d9e2c588ca9d4b3e2cc1d3ca62a6/scipy-1.17.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f9eb55bb97d00f8b7ab95cb64f873eb0bf54d9446264d9f3609130381233483f", size = 37457743, upload-time = "2026-01-10T21:30:34.819Z" }, + { url = "https://files.pythonhosted.org/packages/58/a8/a66a75c3d8f1fb2b83f66007d6455a06a6f6cf5618c3dc35bc9b69dd096e/scipy-1.17.0-cp314-cp314t-win_amd64.whl", hash = "sha256:1ff269abf702f6c7e67a4b7aad981d42871a11b9dd83c58d2d2ea624efbd1088", size = 37098574, upload-time = "2026-01-10T21:30:40.782Z" }, + { url = "https://files.pythonhosted.org/packages/56/a5/df8f46ef7da168f1bc52cd86e09a9de5c6f19cc1da04454d51b7d4f43408/scipy-1.17.0-cp314-cp314t-win_arm64.whl", hash = "sha256:031121914e295d9791319a1875444d55079885bbae5bdc9c5e0f2ee5f09d34ff", size = 25246266, upload-time = "2026-01-10T21:30:45.923Z" }, +] + +[[package]] +name = "tomli" +version = "2.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/82/30/31573e9457673ab10aa432461bee537ce6cef177667deca369efb79df071/tomli-2.4.0.tar.gz", hash = "sha256:aa89c3f6c277dd275d8e243ad24f3b5e701491a860d5121f2cdd399fbb31fc9c", size = 17477, upload-time = "2026-01-11T11:22:38.165Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/d9/3dc2289e1f3b32eb19b9785b6a006b28ee99acb37d1d47f78d4c10e28bf8/tomli-2.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b5ef256a3fd497d4973c11bf142e9ed78b150d36f5773f1ca6088c230ffc5867", size = 153663, upload-time = "2026-01-11T11:21:45.27Z" }, + { url = "https://files.pythonhosted.org/packages/51/32/ef9f6845e6b9ca392cd3f64f9ec185cc6f09f0a2df3db08cbe8809d1d435/tomli-2.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5572e41282d5268eb09a697c89a7bee84fae66511f87533a6f88bd2f7b652da9", size = 148469, upload-time = "2026-01-11T11:21:46.873Z" }, + { url = "https://files.pythonhosted.org/packages/d6/c2/506e44cce89a8b1b1e047d64bd495c22c9f71f21e05f380f1a950dd9c217/tomli-2.4.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:551e321c6ba03b55676970b47cb1b73f14a0a4dce6a3e1a9458fd6d921d72e95", size = 236039, upload-time = "2026-01-11T11:21:48.503Z" }, + { url = "https://files.pythonhosted.org/packages/b3/40/e1b65986dbc861b7e986e8ec394598187fa8aee85b1650b01dd925ca0be8/tomli-2.4.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5e3f639a7a8f10069d0e15408c0b96a2a828cfdec6fca05296ebcdcc28ca7c76", size = 243007, upload-time = "2026-01-11T11:21:49.456Z" }, + { url = "https://files.pythonhosted.org/packages/9c/6f/6e39ce66b58a5b7ae572a0f4352ff40c71e8573633deda43f6a379d56b3e/tomli-2.4.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1b168f2731796b045128c45982d3a4874057626da0e2ef1fdd722848b741361d", size = 240875, upload-time = "2026-01-11T11:21:50.755Z" }, + { url = "https://files.pythonhosted.org/packages/aa/ad/cb089cb190487caa80204d503c7fd0f4d443f90b95cf4ef5cf5aa0f439b0/tomli-2.4.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:133e93646ec4300d651839d382d63edff11d8978be23da4cc106f5a18b7d0576", size = 246271, upload-time = "2026-01-11T11:21:51.81Z" }, + { url = "https://files.pythonhosted.org/packages/0b/63/69125220e47fd7a3a27fd0de0c6398c89432fec41bc739823bcc66506af6/tomli-2.4.0-cp311-cp311-win32.whl", hash = "sha256:b6c78bdf37764092d369722d9946cb65b8767bfa4110f902a1b2542d8d173c8a", size = 96770, upload-time = "2026-01-11T11:21:52.647Z" }, + { url = "https://files.pythonhosted.org/packages/1e/0d/a22bb6c83f83386b0008425a6cd1fa1c14b5f3dd4bad05e98cf3dbbf4a64/tomli-2.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:d3d1654e11d724760cdb37a3d7691f0be9db5fbdaef59c9f532aabf87006dbaa", size = 107626, upload-time = "2026-01-11T11:21:53.459Z" }, + { url = "https://files.pythonhosted.org/packages/2f/6d/77be674a3485e75cacbf2ddba2b146911477bd887dda9d8c9dfb2f15e871/tomli-2.4.0-cp311-cp311-win_arm64.whl", hash = "sha256:cae9c19ed12d4e8f3ebf46d1a75090e4c0dc16271c5bce1c833ac168f08fb614", size = 94842, upload-time = "2026-01-11T11:21:54.831Z" }, + { url = "https://files.pythonhosted.org/packages/3c/43/7389a1869f2f26dba52404e1ef13b4784b6b37dac93bac53457e3ff24ca3/tomli-2.4.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:920b1de295e72887bafa3ad9f7a792f811847d57ea6b1215154030cf131f16b1", size = 154894, upload-time = "2026-01-11T11:21:56.07Z" }, + { url = "https://files.pythonhosted.org/packages/e9/05/2f9bf110b5294132b2edf13fe6ca6ae456204f3d749f623307cbb7a946f2/tomli-2.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7d6d9a4aee98fac3eab4952ad1d73aee87359452d1c086b5ceb43ed02ddb16b8", size = 149053, upload-time = "2026-01-11T11:21:57.467Z" }, + { url = "https://files.pythonhosted.org/packages/e8/41/1eda3ca1abc6f6154a8db4d714a4d35c4ad90adc0bcf700657291593fbf3/tomli-2.4.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:36b9d05b51e65b254ea6c2585b59d2c4cb91c8a3d91d0ed0f17591a29aaea54a", size = 243481, upload-time = "2026-01-11T11:21:58.661Z" }, + { url = "https://files.pythonhosted.org/packages/d2/6d/02ff5ab6c8868b41e7d4b987ce2b5f6a51d3335a70aa144edd999e055a01/tomli-2.4.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1c8a885b370751837c029ef9bc014f27d80840e48bac415f3412e6593bbc18c1", size = 251720, upload-time = "2026-01-11T11:22:00.178Z" }, + { url = "https://files.pythonhosted.org/packages/7b/57/0405c59a909c45d5b6f146107c6d997825aa87568b042042f7a9c0afed34/tomli-2.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8768715ffc41f0008abe25d808c20c3d990f42b6e2e58305d5da280ae7d1fa3b", size = 247014, upload-time = "2026-01-11T11:22:01.238Z" }, + { url = "https://files.pythonhosted.org/packages/2c/0e/2e37568edd944b4165735687cbaf2fe3648129e440c26d02223672ee0630/tomli-2.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7b438885858efd5be02a9a133caf5812b8776ee0c969fea02c45e8e3f296ba51", size = 251820, upload-time = "2026-01-11T11:22:02.727Z" }, + { url = "https://files.pythonhosted.org/packages/5a/1c/ee3b707fdac82aeeb92d1a113f803cf6d0f37bdca0849cb489553e1f417a/tomli-2.4.0-cp312-cp312-win32.whl", hash = "sha256:0408e3de5ec77cc7f81960c362543cbbd91ef883e3138e81b729fc3eea5b9729", size = 97712, upload-time = "2026-01-11T11:22:03.777Z" }, + { url = "https://files.pythonhosted.org/packages/69/13/c07a9177d0b3bab7913299b9278845fc6eaaca14a02667c6be0b0a2270c8/tomli-2.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:685306e2cc7da35be4ee914fd34ab801a6acacb061b6a7abca922aaf9ad368da", size = 108296, upload-time = "2026-01-11T11:22:04.86Z" }, + { url = "https://files.pythonhosted.org/packages/18/27/e267a60bbeeee343bcc279bb9e8fbed0cbe224bc7b2a3dc2975f22809a09/tomli-2.4.0-cp312-cp312-win_arm64.whl", hash = "sha256:5aa48d7c2356055feef06a43611fc401a07337d5b006be13a30f6c58f869e3c3", size = 94553, upload-time = "2026-01-11T11:22:05.854Z" }, + { url = "https://files.pythonhosted.org/packages/34/91/7f65f9809f2936e1f4ce6268ae1903074563603b2a2bd969ebbda802744f/tomli-2.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:84d081fbc252d1b6a982e1870660e7330fb8f90f676f6e78b052ad4e64714bf0", size = 154915, upload-time = "2026-01-11T11:22:06.703Z" }, + { url = "https://files.pythonhosted.org/packages/20/aa/64dd73a5a849c2e8f216b755599c511badde80e91e9bc2271baa7b2cdbb1/tomli-2.4.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9a08144fa4cba33db5255f9b74f0b89888622109bd2776148f2597447f92a94e", size = 149038, upload-time = "2026-01-11T11:22:07.56Z" }, + { url = "https://files.pythonhosted.org/packages/9e/8a/6d38870bd3d52c8d1505ce054469a73f73a0fe62c0eaf5dddf61447e32fa/tomli-2.4.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c73add4bb52a206fd0c0723432db123c0c75c280cbd67174dd9d2db228ebb1b4", size = 242245, upload-time = "2026-01-11T11:22:08.344Z" }, + { url = "https://files.pythonhosted.org/packages/59/bb/8002fadefb64ab2669e5b977df3f5e444febea60e717e755b38bb7c41029/tomli-2.4.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1fb2945cbe303b1419e2706e711b7113da57b7db31ee378d08712d678a34e51e", size = 250335, upload-time = "2026-01-11T11:22:09.951Z" }, + { url = "https://files.pythonhosted.org/packages/a5/3d/4cdb6f791682b2ea916af2de96121b3cb1284d7c203d97d92d6003e91c8d/tomli-2.4.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bbb1b10aa643d973366dc2cb1ad94f99c1726a02343d43cbc011edbfac579e7c", size = 245962, upload-time = "2026-01-11T11:22:11.27Z" }, + { url = "https://files.pythonhosted.org/packages/f2/4a/5f25789f9a460bd858ba9756ff52d0830d825b458e13f754952dd15fb7bb/tomli-2.4.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4cbcb367d44a1f0c2be408758b43e1ffb5308abe0ea222897d6bfc8e8281ef2f", size = 250396, upload-time = "2026-01-11T11:22:12.325Z" }, + { url = "https://files.pythonhosted.org/packages/aa/2f/b73a36fea58dfa08e8b3a268750e6853a6aac2a349241a905ebd86f3047a/tomli-2.4.0-cp313-cp313-win32.whl", hash = "sha256:7d49c66a7d5e56ac959cb6fc583aff0651094ec071ba9ad43df785abc2320d86", size = 97530, upload-time = "2026-01-11T11:22:13.865Z" }, + { url = "https://files.pythonhosted.org/packages/3b/af/ca18c134b5d75de7e8dc551c5234eaba2e8e951f6b30139599b53de9c187/tomli-2.4.0-cp313-cp313-win_amd64.whl", hash = "sha256:3cf226acb51d8f1c394c1b310e0e0e61fecdd7adcb78d01e294ac297dd2e7f87", size = 108227, upload-time = "2026-01-11T11:22:15.224Z" }, + { url = "https://files.pythonhosted.org/packages/22/c3/b386b832f209fee8073c8138ec50f27b4460db2fdae9ffe022df89a57f9b/tomli-2.4.0-cp313-cp313-win_arm64.whl", hash = "sha256:d20b797a5c1ad80c516e41bc1fb0443ddb5006e9aaa7bda2d71978346aeb9132", size = 94748, upload-time = "2026-01-11T11:22:16.009Z" }, + { url = "https://files.pythonhosted.org/packages/f3/c4/84047a97eb1004418bc10bdbcfebda209fca6338002eba2dc27cc6d13563/tomli-2.4.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:26ab906a1eb794cd4e103691daa23d95c6919cc2fa9160000ac02370cc9dd3f6", size = 154725, upload-time = "2026-01-11T11:22:17.269Z" }, + { url = "https://files.pythonhosted.org/packages/a8/5d/d39038e646060b9d76274078cddf146ced86dc2b9e8bbf737ad5983609a0/tomli-2.4.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:20cedb4ee43278bc4f2fee6cb50daec836959aadaf948db5172e776dd3d993fc", size = 148901, upload-time = "2026-01-11T11:22:18.287Z" }, + { url = "https://files.pythonhosted.org/packages/73/e5/383be1724cb30f4ce44983d249645684a48c435e1cd4f8b5cded8a816d3c/tomli-2.4.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:39b0b5d1b6dd03684b3fb276407ebed7090bbec989fa55838c98560c01113b66", size = 243375, upload-time = "2026-01-11T11:22:19.154Z" }, + { url = "https://files.pythonhosted.org/packages/31/f0/bea80c17971c8d16d3cc109dc3585b0f2ce1036b5f4a8a183789023574f2/tomli-2.4.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a26d7ff68dfdb9f87a016ecfd1e1c2bacbe3108f4e0f8bcd2228ef9a766c787d", size = 250639, upload-time = "2026-01-11T11:22:20.168Z" }, + { url = "https://files.pythonhosted.org/packages/2c/8f/2853c36abbb7608e3f945d8a74e32ed3a74ee3a1f468f1ffc7d1cb3abba6/tomli-2.4.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:20ffd184fb1df76a66e34bd1b36b4a4641bd2b82954befa32fe8163e79f1a702", size = 246897, upload-time = "2026-01-11T11:22:21.544Z" }, + { url = "https://files.pythonhosted.org/packages/49/f0/6c05e3196ed5337b9fe7ea003e95fd3819a840b7a0f2bf5a408ef1dad8ed/tomli-2.4.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:75c2f8bbddf170e8effc98f5e9084a8751f8174ea6ccf4fca5398436e0320bc8", size = 254697, upload-time = "2026-01-11T11:22:23.058Z" }, + { url = "https://files.pythonhosted.org/packages/f3/f5/2922ef29c9f2951883525def7429967fc4d8208494e5ab524234f06b688b/tomli-2.4.0-cp314-cp314-win32.whl", hash = "sha256:31d556d079d72db7c584c0627ff3a24c5d3fb4f730221d3444f3efb1b2514776", size = 98567, upload-time = "2026-01-11T11:22:24.033Z" }, + { url = "https://files.pythonhosted.org/packages/7b/31/22b52e2e06dd2a5fdbc3ee73226d763b184ff21fc24e20316a44ccc4d96b/tomli-2.4.0-cp314-cp314-win_amd64.whl", hash = "sha256:43e685b9b2341681907759cf3a04e14d7104b3580f808cfde1dfdb60ada85475", size = 108556, upload-time = "2026-01-11T11:22:25.378Z" }, + { url = "https://files.pythonhosted.org/packages/48/3d/5058dff3255a3d01b705413f64f4306a141a8fd7a251e5a495e3f192a998/tomli-2.4.0-cp314-cp314-win_arm64.whl", hash = "sha256:3d895d56bd3f82ddd6faaff993c275efc2ff38e52322ea264122d72729dca2b2", size = 96014, upload-time = "2026-01-11T11:22:26.138Z" }, + { url = "https://files.pythonhosted.org/packages/b8/4e/75dab8586e268424202d3a1997ef6014919c941b50642a1682df43204c22/tomli-2.4.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:5b5807f3999fb66776dbce568cc9a828544244a8eb84b84b9bafc080c99597b9", size = 163339, upload-time = "2026-01-11T11:22:27.143Z" }, + { url = "https://files.pythonhosted.org/packages/06/e3/b904d9ab1016829a776d97f163f183a48be6a4deb87304d1e0116a349519/tomli-2.4.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c084ad935abe686bd9c898e62a02a19abfc9760b5a79bc29644463eaf2840cb0", size = 159490, upload-time = "2026-01-11T11:22:28.399Z" }, + { url = "https://files.pythonhosted.org/packages/e3/5a/fc3622c8b1ad823e8ea98a35e3c632ee316d48f66f80f9708ceb4f2a0322/tomli-2.4.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0f2e3955efea4d1cfbcb87bc321e00dc08d2bcb737fd1d5e398af111d86db5df", size = 269398, upload-time = "2026-01-11T11:22:29.345Z" }, + { url = "https://files.pythonhosted.org/packages/fd/33/62bd6152c8bdd4c305ad9faca48f51d3acb2df1f8791b1477d46ff86e7f8/tomli-2.4.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e0fe8a0b8312acf3a88077a0802565cb09ee34107813bba1c7cd591fa6cfc8d", size = 276515, upload-time = "2026-01-11T11:22:30.327Z" }, + { url = "https://files.pythonhosted.org/packages/4b/ff/ae53619499f5235ee4211e62a8d7982ba9e439a0fb4f2f351a93d67c1dd2/tomli-2.4.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:413540dce94673591859c4c6f794dfeaa845e98bf35d72ed59636f869ef9f86f", size = 273806, upload-time = "2026-01-11T11:22:32.56Z" }, + { url = "https://files.pythonhosted.org/packages/47/71/cbca7787fa68d4d0a9f7072821980b39fbb1b6faeb5f5cf02f4a5559fa28/tomli-2.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:0dc56fef0e2c1c470aeac5b6ca8cc7b640bb93e92d9803ddaf9ea03e198f5b0b", size = 281340, upload-time = "2026-01-11T11:22:33.505Z" }, + { url = "https://files.pythonhosted.org/packages/f5/00/d595c120963ad42474cf6ee7771ad0d0e8a49d0f01e29576ee9195d9ecdf/tomli-2.4.0-cp314-cp314t-win32.whl", hash = "sha256:d878f2a6707cc9d53a1be1414bbb419e629c3d6e67f69230217bb663e76b5087", size = 108106, upload-time = "2026-01-11T11:22:34.451Z" }, + { url = "https://files.pythonhosted.org/packages/de/69/9aa0c6a505c2f80e519b43764f8b4ba93b5a0bbd2d9a9de6e2b24271b9a5/tomli-2.4.0-cp314-cp314t-win_amd64.whl", hash = "sha256:2add28aacc7425117ff6364fe9e06a183bb0251b03f986df0e78e974047571fd", size = 120504, upload-time = "2026-01-11T11:22:35.764Z" }, + { url = "https://files.pythonhosted.org/packages/b3/9f/f1668c281c58cfae01482f7114a4b88d345e4c140386241a1a24dcc9e7bc/tomli-2.4.0-cp314-cp314t-win_arm64.whl", hash = "sha256:2b1e3b80e1d5e52e40e9b924ec43d81570f0e7d09d11081b797bc4692765a3d4", size = 99561, upload-time = "2026-01-11T11:22:36.624Z" }, + { url = "https://files.pythonhosted.org/packages/23/d1/136eb2cb77520a31e1f64cbae9d33ec6df0d78bdf4160398e86eec8a8754/tomli-2.4.0-py3-none-any.whl", hash = "sha256:1f776e7d669ebceb01dee46484485f43a4048746235e683bcdffacdf1fb4785a", size = 14477, upload-time = "2026-01-11T11:22:37.446Z" }, +] + +[[package]] +name = "ty" +version = "0.0.14" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/af/57/22c3d6bf95c2229120c49ffc2f0da8d9e8823755a1c3194da56e51f1cc31/ty-0.0.14.tar.gz", hash = "sha256:a691010565f59dd7f15cf324cdcd1d9065e010c77a04f887e1ea070ba34a7de2", size = 5036573, upload-time = "2026-01-27T00:57:31.427Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/99/cb/cc6d1d8de59beb17a41f9a614585f884ec2d95450306c173b3b7cc090d2e/ty-0.0.14-py3-none-linux_armv6l.whl", hash = "sha256:32cf2a7596e693094621d3ae568d7ee16707dce28c34d1762947874060fdddaa", size = 10034228, upload-time = "2026-01-27T00:57:53.133Z" }, + { url = "https://files.pythonhosted.org/packages/f3/96/dd42816a2075a8f31542296ae687483a8d047f86a6538dfba573223eaf9a/ty-0.0.14-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:f971bf9805f49ce8c0968ad53e29624d80b970b9eb597b7cbaba25d8a18ce9a2", size = 9939162, upload-time = "2026-01-27T00:57:43.857Z" }, + { url = "https://files.pythonhosted.org/packages/ff/b4/73c4859004e0f0a9eead9ecb67021438b2e8e5fdd8d03e7f5aca77623992/ty-0.0.14-py3-none-macosx_11_0_arm64.whl", hash = "sha256:45448b9e4806423523268bc15e9208c4f3f2ead7c344f615549d2e2354d6e924", size = 9418661, upload-time = "2026-01-27T00:58:03.411Z" }, + { url = "https://files.pythonhosted.org/packages/58/35/839c4551b94613db4afa20ee555dd4f33bfa7352d5da74c5fa416ffa0fd2/ty-0.0.14-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee94a9b747ff40114085206bdb3205a631ef19a4d3fb89e302a88754cbbae54c", size = 9837872, upload-time = "2026-01-27T00:57:23.718Z" }, + { url = "https://files.pythonhosted.org/packages/41/2b/bbecf7e2faa20c04bebd35fc478668953ca50ee5847ce23e08acf20ea119/ty-0.0.14-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6756715a3c33182e9ab8ffca2bb314d3c99b9c410b171736e145773ee0ae41c3", size = 9848819, upload-time = "2026-01-27T00:57:58.501Z" }, + { url = "https://files.pythonhosted.org/packages/be/60/3c0ba0f19c0f647ad9d2b5b5ac68c0f0b4dc899001bd53b3a7537fb247a2/ty-0.0.14-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:89d0038a2f698ba8b6fec5cf216a4e44e2f95e4a5095a8c0f57fe549f87087c2", size = 10324371, upload-time = "2026-01-27T00:57:29.291Z" }, + { url = "https://files.pythonhosted.org/packages/24/32/99d0a0b37d0397b0a989ffc2682493286aa3bc252b24004a6714368c2c3d/ty-0.0.14-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2c64a83a2d669b77f50a4957039ca1450626fb474619f18f6f8a3eb885bf7544", size = 10865898, upload-time = "2026-01-27T00:57:33.542Z" }, + { url = "https://files.pythonhosted.org/packages/1a/88/30b583a9e0311bb474269cfa91db53350557ebec09002bfc3fb3fc364e8c/ty-0.0.14-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:242488bfb547ef080199f6fd81369ab9cb638a778bb161511d091ffd49c12129", size = 10555777, upload-time = "2026-01-27T00:58:05.853Z" }, + { url = "https://files.pythonhosted.org/packages/cd/a2/cb53fb6325dcf3d40f2b1d0457a25d55bfbae633c8e337bde8ec01a190eb/ty-0.0.14-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4790c3866f6c83a4f424fc7d09ebdb225c1f1131647ba8bdc6fcdc28f09ed0ff", size = 10412913, upload-time = "2026-01-27T00:57:38.834Z" }, + { url = "https://files.pythonhosted.org/packages/42/8f/f2f5202d725ed1e6a4e5ffaa32b190a1fe70c0b1a2503d38515da4130b4c/ty-0.0.14-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:950f320437f96d4ea9a2332bbfb5b68f1c1acd269ebfa4c09b6970cc1565bd9d", size = 9837608, upload-time = "2026-01-27T00:57:55.898Z" }, + { url = "https://files.pythonhosted.org/packages/f7/ba/59a2a0521640c489dafa2c546ae1f8465f92956fede18660653cce73b4c5/ty-0.0.14-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:4a0ec3ee70d83887f86925bbc1c56f4628bd58a0f47f6f32ddfe04e1f05466df", size = 9884324, upload-time = "2026-01-27T00:57:46.786Z" }, + { url = "https://files.pythonhosted.org/packages/03/95/8d2a49880f47b638743212f011088552ecc454dd7a665ddcbdabea25772a/ty-0.0.14-py3-none-musllinux_1_2_i686.whl", hash = "sha256:a1a4e6b6da0c58b34415955279eff754d6206b35af56a18bb70eb519d8d139ef", size = 10033537, upload-time = "2026-01-27T00:58:01.149Z" }, + { url = "https://files.pythonhosted.org/packages/e9/40/4523b36f2ce69f92ccf783855a9e0ebbbd0f0bb5cdce6211ee1737159ed3/ty-0.0.14-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:dc04384e874c5de4c5d743369c277c8aa73d1edea3c7fc646b2064b637db4db3", size = 10495910, upload-time = "2026-01-27T00:57:26.691Z" }, + { url = "https://files.pythonhosted.org/packages/08/d5/655beb51224d1bfd4f9ddc0bb209659bfe71ff141bcf05c418ab670698f0/ty-0.0.14-py3-none-win32.whl", hash = "sha256:b20e22cf54c66b3e37e87377635da412d9a552c9bf4ad9fc449fed8b2e19dad2", size = 9507626, upload-time = "2026-01-27T00:57:41.43Z" }, + { url = "https://files.pythonhosted.org/packages/b6/d9/c569c9961760e20e0a4bc008eeb1415754564304fd53997a371b7cf3f864/ty-0.0.14-py3-none-win_amd64.whl", hash = "sha256:e312ff9475522d1a33186657fe74d1ec98e4a13e016d66f5758a452c90ff6409", size = 10437980, upload-time = "2026-01-27T00:57:36.422Z" }, + { url = "https://files.pythonhosted.org/packages/ad/0c/186829654f5bfd9a028f6648e9caeb11271960a61de97484627d24443f91/ty-0.0.14-py3-none-win_arm64.whl", hash = "sha256:b6facdbe9b740cb2c15293a1d178e22ffc600653646452632541d01c36d5e378", size = 9885831, upload-time = "2026-01-27T00:57:49.747Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.13.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.9'", +] +sdist = { url = "https://files.pythonhosted.org/packages/f6/37/23083fcd6e35492953e8d2aaaa68b860eb422b34627b13f2ce3eb6106061/typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef", size = 106967, upload-time = "2025-04-10T14:19:05.416Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8b/54/b1ae86c0973cc6f0210b53d508ca3641fb6d0c56823f288d108bc7ab3cc8/typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c", size = 45806, upload-time = "2025-04-10T14:19:03.967Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.15.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.10.*'", + "python_full_version == '3.9.*'", +] +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 = "virtualenv" +version = "20.36.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "distlib" }, + { name = "filelock", version = "3.16.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "filelock", version = "3.19.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "filelock", version = "3.20.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "platformdirs", version = "4.3.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "platformdirs", version = "4.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "platformdirs", version = "4.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" }, + { name = "typing-extensions", version = "4.13.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9' and python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/aa/a3/4d310fa5f00863544e1d0f4de93bddec248499ccf97d4791bc3122c9d4f3/virtualenv-20.36.1.tar.gz", hash = "sha256:8befb5c81842c641f8ee658481e42641c68b5eab3521d8e092d18320902466ba", size = 6032239, upload-time = "2026-01-09T18:21:01.296Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/2a/dc2228b2888f51192c7dc766106cd475f1b768c10caaf9727659726f7391/virtualenv-20.36.1-py3-none-any.whl", hash = "sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f", size = 6008258, upload-time = "2026-01-09T18:20:59.425Z" }, +] + +[[package]] +name = "xyzgraph" +version = "1.4.9" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "networkx", version = "3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "networkx", version = "3.2.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "networkx", version = "3.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "networkx", version = "3.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "numpy", version = "1.24.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" }, + { name = "numpy", version = "2.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" }, + { name = "numpy", version = "2.4.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "rdkit" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7d/31/f5d5e1d32f89144ab68255154e4fd99d72679d5bad16ba693950eab5be38/xyzgraph-1.4.9.tar.gz", hash = "sha256:bf9d280675a70f72ec335133351df6f3c9f2cf470a1afa5c93a7691e7ad6f086", size = 99324, upload-time = "2026-01-30T20:10:44.807Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d3/3a/15583e075acf860008ab5725eea45584fe7ef74026a13c73bed48406210b/xyzgraph-1.4.9-py3-none-any.whl", hash = "sha256:5cc61493b4974c073c44d7b40dc082cd280bd710cc91538d30fe387a22767f8b", size = 73725, upload-time = "2026-01-30T20:10:42.346Z" }, +]