From 9c36827c9732ff4d8072ddd83c637fba93204358 Mon Sep 17 00:00:00 2001 From: Alex-Wengg Date: Sat, 25 Jul 2026 13:29:15 -0400 Subject: [PATCH 1/3] feat(tts): Inflect v2 (Micro/Nano) VITS CoreML conversion Two-stage fixed-shape split: encoder+duration predictor and reverse flow+HiFiGAN decoder, with host-side duration expansion and z_p noise. Both variants at fp16 parity (audio corr >0.9999, durations exact vs torch). Warm predicts on M5 Pro: encoder 1.2ms, synthesizer 33ms for a 10.9s budget on GPU (~330x RT). ANE residency capped by the W<=65536 tensor limit at waveform rate; a 256-frame bucket reaches 77% ANE. Trace fixes documented in README: relative-attention int coercion and fused_add_tanh_sigmoid_multiply IntTensor patch. --- models/tts/inflect-v2/coreml/.gitignore | 2 + models/tts/inflect-v2/coreml/README.md | 93 ++ .../tts/inflect-v2/coreml/compare-models.py | 161 ++ .../tts/inflect-v2/coreml/convert-coreml.py | 243 +++ models/tts/inflect-v2/coreml/pyproject.toml | 17 + models/tts/inflect-v2/coreml/uv.lock | 1353 +++++++++++++++++ 6 files changed, 1869 insertions(+) create mode 100644 models/tts/inflect-v2/coreml/.gitignore create mode 100644 models/tts/inflect-v2/coreml/README.md create mode 100644 models/tts/inflect-v2/coreml/compare-models.py create mode 100644 models/tts/inflect-v2/coreml/convert-coreml.py create mode 100644 models/tts/inflect-v2/coreml/pyproject.toml create mode 100644 models/tts/inflect-v2/coreml/uv.lock diff --git a/models/tts/inflect-v2/coreml/.gitignore b/models/tts/inflect-v2/coreml/.gitignore new file mode 100644 index 0000000..986bffe --- /dev/null +++ b/models/tts/inflect-v2/coreml/.gitignore @@ -0,0 +1,2 @@ +checkpoints/ +build/ diff --git a/models/tts/inflect-v2/coreml/README.md b/models/tts/inflect-v2/coreml/README.md new file mode 100644 index 0000000..897d842 --- /dev/null +++ b/models/tts/inflect-v2/coreml/README.md @@ -0,0 +1,93 @@ +# Inflect v2 (Micro / Nano) → CoreML + +Conversion of [owensong/Inflect-Micro-v2](https://huggingface.co/owensong/Inflect-Micro-v2) (9.36M params) +and [owensong/Inflect-Nano-v2](https://huggingface.co/owensong/Inflect-Nano-v2) (3.97M params) — +ultra-tiny VITS-family end-to-end TTS, 24 kHz mono, Apache-2.0. + +## Pipeline split + +The VITS inference graph is split into two fixed-shape, fully deterministic CoreML models. +Everything stochastic or dynamically shaped runs on the host: + +``` +text ── espeak frontend ── tokens (interspersed with blanks, pad to T_text=256) + │ + ┌───────────────▼────────────────┐ + │ encoder.mlpackage │ tokens + x_mask + │ TextEncoder + DurationPredictor│ → m_p, logs_p, logw [1, C, 256] + └───────────────┬────────────────┘ + │ host: w = ceil(exp(logw))·length_scale + │ host: repeat-expand m_p/logs_p to frames + │ host: z_p = m_p + randn·exp(logs_p)·noise_scale + ┌───────────────▼────────────────┐ + │ synthesizer.mlpackage │ z_p + y_mask [1, C, T_frames] + │ reverse coupling flow + HiFiGAN│ → waveform [1, 1, T_frames·256] + └────────────────────────────────┘ + │ host: trim to y_len·256 samples +``` + +- `use_sdp: false` in both configs → deterministic duration predictor, no noise inside either model. +- All masking is host-provided (`x_mask`, `y_mask`), so padded positions stay zero through the + masked encoder/flow. Only the unmasked HiFiGAN decoder sees pad bleed-through, limited to its + receptive field at the valid/pad boundary (audio parity below includes this effect). +- Config-driven: Micro and Nano share runtime code; only channel widths differ. + +## Commands + +```bash +uv sync +# both variants, fp16, T_text=256 tokens / T_frames=1024 frames (10.9 s audio budget) +uv run python convert-coreml.py +uv run python compare-models.py --variant micro +uv run python compare-models.py --variant nano +``` + +## Parity (fp16, M5 Pro, macOS 26.6, seed 0, "The quick brown fox…") + +| stage | metric | Micro | Nano | +|---|---|---|---| +| encoder m_p | max_abs / rel_l2 | 0.0032 / 0.0005 | 0.0034 / 0.0006 | +| encoder logw | max_abs / rel_l2 | 0.0018 / 0.0008 | 0.0020 / 0.0008 | +| durations | frame diff vs torch | 0 | 0 | +| audio (same z_p) | corr / rel_l2 | 0.99991 / 0.0136 | 0.99996 / 0.0096 | + +## Profiling (coreml-cli, warm predicts, Micro) + +| model | shape | best unit | predict | CPU+NE split | +|---|---|---|---|---| +| encoder | T_text=256 | any (~1 ms) | 1.2 ms | 26% ANE | +| synthesizer | T_frames=1024 (10.9 s) | GPU | 33.4 ms (~330× RT) | 17% ANE / 83% CPU | +| synthesizer | T_frames=256 (2.7 s) | GPU | 9.9 ms (~275× RT) | **77% ANE** / 23% CPU | + +### ANE findings + +- At `T_frames=1024` the waveform-rate tensors hit the ANE tensor-width limit + (`W ≤ 65536`; final stages are W=131072/262144) → almost everything falls back. +- At `T_frames=256` (2.7 s bucket, final W=65536 exactly at the limit) residency jumps to 77%. + Remaining fallbacks: 8 dilated resblock convs ("space-to-batch exceeds L2 DMA buffer") and + 2 convs at W=65538 (same-pad overshoot past the limit). +- GPU is fastest at every size; ANE only matters for power. Full-ANE would need the + kokoro-ane treatment (reshape waveform rate to 2D, split dilated convs) — not pursued here. + +## Trace notes (future VITS conversions) + +- `attentions.MultiHeadAttention` relative-position helpers do Python `max()` over traced sizes → + coremltools `aten::int` crash. Patched at conversion time to coerce lengths with `int()` + (static shapes make them constants). See `_static_relative_attention`. +- `commons.fused_add_tanh_sigmoid_multiply` indexes an `IntTensor` channel count → + `intimplicit` not implemented. Patched to a Python-int slice. See `_patch_fused_activation`. +- Weight norm must be removed (`dec` + flow WN layers) before tracing, matching the + reference `optimize_for_inference`. + +## Host responsibilities (Swift port checklist) + +1. espeak-ng en-us phonemization with stress (same frontend family as existing G2P work), + keithito symbol table, blank interspersal (`add_blank: true`). +2. Duration expansion: `repeat` each token column `ceil(exp(logw)/speed)` times. +3. `z_p = m_p + N(0,1)·exp(logs_p)·noise_scale` (default noise_scale 0.667). +4. Trim output to `y_len·256` samples; optional 5 ms edge fade + inter-chunk pauses + (see upstream `inference.py`). + +## Assets + +`checkpoints/` (downloaded via `hf download`, not committed) and `build/` outputs are local-only. diff --git a/models/tts/inflect-v2/coreml/compare-models.py b/models/tts/inflect-v2/coreml/compare-models.py new file mode 100644 index 0000000..26d8384 --- /dev/null +++ b/models/tts/inflect-v2/coreml/compare-models.py @@ -0,0 +1,161 @@ +"""Parity check: Inflect v2 CoreML (fixed-shape split) vs PyTorch reference. + +Stages compared on the valid (unpadded) region: + 1. encoder: m_p / logs_p / logw + 2. synthesizer: waveform given identical z_p + 3. end-to-end audio written to build/ for listening +""" + +import argparse +import sys +import time +from pathlib import Path + +import coremltools as ct +import numpy as np +import soundfile as sf +import torch + +ROOT = Path(__file__).resolve().parent +HOP = 256 + + +def load_reference(checkpoint_dir: Path): + sys.path.insert(0, str(checkpoint_dir / "runtime")) + sys.path.insert(0, str(checkpoint_dir)) + import commons + import utils + from inflect_vits_frontend import run_vits_frontend + from models import SynthesizerTrn + from text import cleaned_text_to_sequence + from text.symbols import symbols + + hps = utils.get_hparams_from_file(str(checkpoint_dir / "config.json")) + model = SynthesizerTrn( + len(symbols), + hps.data.filter_length // 2 + 1, + hps.train.segment_size // hps.data.hop_length, + **hps.model, + ).eval() + utils.load_checkpoint(str(checkpoint_dir / "model.pth"), model, None) + import contextlib, io + + with contextlib.redirect_stdout(io.StringIO()): + model.dec.remove_weight_norm() + for flow in model.flow.flows: + if hasattr(getattr(flow, "enc", None), "remove_weight_norm"): + flow.enc.remove_weight_norm() + + def tokenize(text: str) -> list[int]: + phonemes = run_vits_frontend(text).phoneme_text + sequence = cleaned_text_to_sequence(phonemes) + if hps.data.add_blank: + sequence = commons.intersperse(sequence, 0) + return sequence + + return model, hps, tokenize + + +def report(name: str, ref: np.ndarray, got: np.ndarray) -> None: + ref = ref.astype(np.float32).ravel() + got = got.astype(np.float32).ravel() + max_abs = float(np.max(np.abs(ref - got))) if ref.size else 0.0 + denom = float(np.linalg.norm(ref)) or 1.0 + rel = float(np.linalg.norm(ref - got)) / denom + corr = float(np.corrcoef(ref, got)[0, 1]) if ref.size > 1 else 1.0 + print(f" {name:12s} max_abs={max_abs:.5f} rel_l2={rel:.5f} corr={corr:.6f}") + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--variant", choices=["micro", "nano"], default="micro") + parser.add_argument("--coreml-dir", type=Path, default=None) + parser.add_argument("--text", default="The quick brown fox jumps over the lazy dog.") + parser.add_argument("--seed", type=int, default=0) + parser.add_argument("--noise-scale", type=float, default=0.667) + parser.add_argument("--compute-units", choices=["all", "cpu", "cpu_and_ne"], default="all") + args = parser.parse_args() + + coreml_dir = args.coreml_dir or ROOT / "build" / f"inflect-{args.variant}-v2-fp16-t256-f1024" + checkpoint_dir = ROOT / "checkpoints" / f"inflect-{args.variant}-v2" + model, hps, tokenize = load_reference(checkpoint_dir) + + units = { + "all": ct.ComputeUnit.ALL, + "cpu": ct.ComputeUnit.CPU_ONLY, + "cpu_and_ne": ct.ComputeUnit.CPU_AND_NE, + }[args.compute_units] + ml_encoder = ct.models.MLModel(str(coreml_dir / "encoder.mlpackage"), compute_units=units) + ml_synth = ct.models.MLModel(str(coreml_dir / "synthesizer.mlpackage"), compute_units=units) + enc_shape = ml_encoder.get_spec().description.input[0].type.multiArrayType.shape + synth_shape = ml_synth.get_spec().description.input[0].type.multiArrayType.shape + t_text, t_frames = int(enc_shape[1]), int(synth_shape[2]) + + sequence = tokenize(args.text) + n_tok = len(sequence) + assert n_tok <= t_text, f"{n_tok} tokens exceed fixed t_text={t_text}" + print(f"variant={args.variant} tokens={n_tok}/{t_text} frames_budget={t_frames}") + + tokens = torch.LongTensor(sequence).unsqueeze(0) + lengths = torch.LongTensor([n_tok]) + + # --- PyTorch reference (unpadded) --- + with torch.inference_mode(): + x, m_p, logs_p, x_mask = model.enc_p(tokens, lengths) + logw = model.dp(x, x_mask) + + # --- CoreML encoder (padded) --- + tokens_pad = np.zeros((1, t_text), dtype=np.int32) + tokens_pad[0, :n_tok] = sequence + mask_pad = np.zeros((1, 1, t_text), dtype=np.float32) + mask_pad[0, 0, :n_tok] = 1.0 + t0 = time.perf_counter() + enc_out = ml_encoder.predict({"tokens": tokens_pad, "x_mask": mask_pad}) + enc_ms = (time.perf_counter() - t0) * 1000 + print(f"encoder: {enc_ms:.1f} ms") + report("m_p", m_p.numpy(), enc_out["m_p"][:, :, :n_tok]) + report("logs_p", logs_p.numpy(), enc_out["logs_p"][:, :, :n_tok]) + report("logw", logw.numpy(), enc_out["logw"][:, :, :n_tok]) + + # --- host expansion + shared noise --- + w_ceil_ref = torch.ceil(torch.exp(logw) * x_mask) + w_ceil_ml = np.ceil(np.exp(enc_out["logw"][:, :, :n_tok])) + dur_diff = int(np.abs(w_ceil_ref.numpy() - w_ceil_ml).sum()) + y_len = int(w_ceil_ref.sum()) + print(f" durations: y_len={y_len} frames ({y_len * HOP / hps.data.sampling_rate:.2f}s), ml_dur_diff={dur_diff}") + assert y_len <= t_frames, f"{y_len} frames exceed fixed t_frames={t_frames}" + + idx = np.repeat(np.arange(n_tok), w_ceil_ref.numpy().astype(np.int64).ravel()) + m_exp = m_p.numpy()[:, :, idx] + logs_exp = logs_p.numpy()[:, :, idx] + torch.manual_seed(args.seed) + noise = torch.randn(1, m_exp.shape[1], y_len).numpy() + z_p = m_exp + noise * np.exp(logs_exp) * args.noise_scale + + # --- PyTorch flow + decoder (unpadded) --- + y_mask = torch.ones(1, 1, y_len) + with torch.inference_mode(): + z = model.flow(torch.from_numpy(z_p).float(), y_mask, reverse=True) + audio_ref = model.dec(z * y_mask)[0, 0].numpy() + + # --- CoreML synthesizer (padded) --- + z_p_pad = np.zeros((1, z_p.shape[1], t_frames), dtype=np.float32) + z_p_pad[:, :, :y_len] = z_p + y_mask_pad = np.zeros((1, 1, t_frames), dtype=np.float32) + y_mask_pad[0, 0, :y_len] = 1.0 + t0 = time.perf_counter() + synth_out = ml_synth.predict({"z_p": z_p_pad, "y_mask": y_mask_pad}) + synth_ms = (time.perf_counter() - t0) * 1000 + audio_ml = synth_out["audio"][0, 0, : y_len * HOP] + audio_s = y_len * HOP / hps.data.sampling_rate + print(f"synthesizer: {synth_ms:.1f} ms ({audio_s / (synth_ms / 1000):.1f}x realtime for {audio_s:.2f}s)") + report("audio", audio_ref, audio_ml) + + out_dir = ROOT / "build" + sf.write(out_dir / f"parity_{args.variant}_ref.wav", audio_ref, hps.data.sampling_rate) + sf.write(out_dir / f"parity_{args.variant}_coreml.wav", audio_ml, hps.data.sampling_rate) + print(f"wrote build/parity_{args.variant}_{{ref,coreml}}.wav") + + +if __name__ == "__main__": + main() diff --git a/models/tts/inflect-v2/coreml/convert-coreml.py b/models/tts/inflect-v2/coreml/convert-coreml.py new file mode 100644 index 0000000..4618f23 --- /dev/null +++ b/models/tts/inflect-v2/coreml/convert-coreml.py @@ -0,0 +1,243 @@ +"""Convert Inflect v2 (Micro/Nano) VITS TTS to fixed-shape CoreML models. + +The VITS inference graph is split into two deterministic CoreML models: + 1. encoder: tokens + mask -> m_p, logs_p, logw [T_text fixed] + 2. synthesizer: z_p + mask -> waveform [T_frames fixed] + +Everything stochastic or dynamically shaped runs on the host: + - duration ceil + length-scale, expansion of m_p/logs_p to frame rate + - z_p = m_p + randn * exp(logs_p) * noise_scale +Waveform is trimmed to y_length * hop_length (256) samples on the host. +""" + +import argparse +import contextlib +import io +import sys +import types +from pathlib import Path + +import coremltools as ct +import numpy as np +import torch +from torch import nn + +ROOT = Path(__file__).resolve().parent + + +def load_synthesizer(checkpoint_dir: Path): + runtime = checkpoint_dir / "runtime" + for entry in (str(runtime), str(checkpoint_dir)): + if entry not in sys.path: + sys.path.insert(0, entry) + import utils + from models import SynthesizerTrn + from text.symbols import symbols + + hps = utils.get_hparams_from_file(str(checkpoint_dir / "config.json")) + model = SynthesizerTrn( + len(symbols), + hps.data.filter_length // 2 + 1, + hps.train.segment_size // hps.data.hop_length, + **hps.model, + ).eval() + utils.load_checkpoint(str(checkpoint_dir / "model.pth"), model, None) + with contextlib.redirect_stdout(io.StringIO()): + model.dec.remove_weight_norm() + for flow in model.flow.flows: + encoder = getattr(flow, "enc", None) + if encoder is not None and hasattr(encoder, "remove_weight_norm"): + encoder.remove_weight_norm() + return model, hps + + +def _patch_fused_activation(): + """Replace the IntTensor channel split in the WN gated activation with a + Python-int slice so tracing emits static ops.""" + import commons + + def fused(input_a, input_b, n_channels): + n = int(n_channels[0]) + in_act = input_a + input_b + return torch.tanh(in_act[:, :n, :]) * torch.sigmoid(in_act[:, n:, :]) + + commons.fused_add_tanh_sigmoid_multiply = fused + import modules + + modules.commons.fused_add_tanh_sigmoid_multiply = fused + + +def _static_relative_attention(layer): + """Coerce traced sequence lengths to Python ints so relative-attention + pads and slices become compile-time constants (shapes are fixed).""" + import torch.nn.functional as F + import commons + + def _get_relative_embeddings(self, relative_embeddings, length): + length = int(length) + pad_length = max(length - (self.window_size + 1), 0) + slice_start = max((self.window_size + 1) - length, 0) + if pad_length > 0: + relative_embeddings = F.pad( + relative_embeddings, + commons.convert_pad_shape([[0, 0], [pad_length, pad_length], [0, 0]]), + ) + return relative_embeddings[:, slice_start : slice_start + 2 * length - 1] + + def _rel_to_abs(self, x): + batch, heads, length, _ = (int(v) for v in x.size()) + x = F.pad(x, commons.convert_pad_shape([[0, 0], [0, 0], [0, 0], [0, 1]])) + x_flat = x.view([batch, heads, length * 2 * length]) + x_flat = F.pad(x_flat, commons.convert_pad_shape([[0, 0], [0, 0], [0, length - 1]])) + return x_flat.view([batch, heads, length + 1, 2 * length - 1])[:, :, :length, length - 1 :] + + def _abs_to_rel(self, x): + batch, heads, length, _ = (int(v) for v in x.size()) + x = F.pad(x, commons.convert_pad_shape([[0, 0], [0, 0], [0, 0], [0, length - 1]])) + x_flat = x.view([batch, heads, length * length + length * (length - 1)]) + x_flat = F.pad(x_flat, commons.convert_pad_shape([[0, 0], [0, 0], [length, 0]])) + return x_flat.view([batch, heads, length, 2 * length])[:, :, :, 1:] + + def _attention(self, query, key, value, mask=None): + b, d, t_s = (int(v) for v in key.size()) + t_t = int(query.size(2)) + query = query.view(b, self.n_heads, self.k_channels, t_t).transpose(2, 3) + key = key.view(b, self.n_heads, self.k_channels, t_s).transpose(2, 3) + value = value.view(b, self.n_heads, self.k_channels, t_s).transpose(2, 3) + scores = torch.matmul(query / self.k_channels**0.5, key.transpose(-2, -1)) + key_rel = self._get_relative_embeddings(self.emb_rel_k, t_s) + rel_logits = self._matmul_with_relative_keys(query / self.k_channels**0.5, key_rel) + scores = scores + self._relative_position_to_absolute_position(rel_logits) + if mask is not None: + scores = scores.masked_fill(mask == 0, -1e4) + p_attn = torch.softmax(scores, dim=-1) + output = torch.matmul(p_attn, value) + relative_weights = self._absolute_position_to_relative_position(p_attn) + value_rel = self._get_relative_embeddings(self.emb_rel_v, t_s) + output = output + self._matmul_with_relative_values(relative_weights, value_rel) + output = output.transpose(2, 3).contiguous().view(b, d, t_t) + return output, p_attn + + layer._get_relative_embeddings = types.MethodType(_get_relative_embeddings, layer) + layer._relative_position_to_absolute_position = types.MethodType(_rel_to_abs, layer) + layer._absolute_position_to_relative_position = types.MethodType(_abs_to_rel, layer) + layer.attention = types.MethodType(_attention, layer) + + +class EncoderWrapper(nn.Module): + """TextEncoder + DurationPredictor with a host-provided padding mask.""" + + def __init__(self, model): + super().__init__() + self.enc_p = model.enc_p + for layer in self.enc_p.encoder.attn_layers: + _static_relative_attention(layer) + self.dp = model.dp + self.scale = model.enc_p.hidden_channels ** 0.5 + self.out_channels = model.enc_p.out_channels + + def forward(self, tokens, x_mask): + x = self.enc_p.emb(tokens) * self.scale # [b, t, h] + x = torch.transpose(x, 1, -1) # [b, h, t] + x = self.enc_p.encoder(x * x_mask, x_mask) + stats = self.enc_p.proj(x) * x_mask + m_p, logs_p = torch.split(stats, self.out_channels, dim=1) + logw = self.dp(x, x_mask) + return m_p, logs_p, logw + + +class SynthesizerWrapper(nn.Module): + """Reverse coupling flow + HiFiGAN decoder on frame-rate latents.""" + + def __init__(self, model): + super().__init__() + _patch_fused_activation() + self.flow = model.flow + self.dec = model.dec + + def forward(self, z_p, y_mask): + z = self.flow(z_p, y_mask, reverse=True) + return self.dec(z * y_mask) + + +def convert(traced, inputs, outputs, precision): + return ct.convert( + traced, + inputs=inputs, + outputs=outputs, + minimum_deployment_target=ct.target.iOS17, + compute_precision=precision, + compute_units=ct.ComputeUnit.CPU_ONLY, + convert_to="mlprogram", + ) + + +def convert_variant(checkpoint_dir: Path, output_dir: Path, t_text: int, t_frames: int, precision): + model, hps = load_synthesizer(checkpoint_dir) + inter = hps.model.inter_channels + output_dir.mkdir(parents=True, exist_ok=True) + + encoder = EncoderWrapper(model).eval() + tokens = torch.zeros(1, t_text, dtype=torch.int64) + tokens[0, : t_text // 2] = torch.randint(1, 100, (t_text // 2,)) + x_mask = torch.zeros(1, 1, t_text) + x_mask[:, :, : t_text // 2] = 1.0 + with torch.no_grad(): + traced = torch.jit.trace(encoder, (tokens, x_mask)) + ml_encoder = convert( + traced, + inputs=[ + ct.TensorType(name="tokens", shape=(1, t_text), dtype=np.int32), + ct.TensorType(name="x_mask", shape=(1, 1, t_text), dtype=np.float32), + ], + outputs=[ + ct.TensorType(name="m_p"), + ct.TensorType(name="logs_p"), + ct.TensorType(name="logw"), + ], + precision=precision, + ) + encoder_path = output_dir / "encoder.mlpackage" + ml_encoder.save(str(encoder_path)) + print(f"saved {encoder_path}") + + synthesizer = SynthesizerWrapper(model).eval() + z_p = torch.randn(1, inter, t_frames) + y_mask = torch.zeros(1, 1, t_frames) + y_mask[:, :, : t_frames // 2] = 1.0 + with torch.no_grad(): + traced = torch.jit.trace(synthesizer, (z_p, y_mask)) + ml_synth = convert( + traced, + inputs=[ + ct.TensorType(name="z_p", shape=(1, inter, t_frames), dtype=np.float32), + ct.TensorType(name="y_mask", shape=(1, 1, t_frames), dtype=np.float32), + ], + outputs=[ct.TensorType(name="audio")], + precision=precision, + ) + synth_path = output_dir / "synthesizer.mlpackage" + ml_synth.save(str(synth_path)) + print(f"saved {synth_path}") + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--variant", choices=["micro", "nano", "all"], default="all") + parser.add_argument("--t-text", type=int, default=256, help="fixed interspersed token length") + parser.add_argument("--t-frames", type=int, default=1024, help="fixed mel-frame length (256 samples each)") + parser.add_argument("--precision", choices=["fp16", "fp32"], default="fp16") + parser.add_argument("--output-dir", type=Path, default=ROOT / "build") + args = parser.parse_args() + + precision = ct.precision.FLOAT16 if args.precision == "fp16" else ct.precision.FLOAT32 + variants = ["micro", "nano"] if args.variant == "all" else [args.variant] + for variant in variants: + checkpoint_dir = ROOT / "checkpoints" / f"inflect-{variant}-v2" + out = args.output_dir / f"inflect-{variant}-v2-{args.precision}-t{args.t_text}-f{args.t_frames}" + print(f"=== converting {variant} (t_text={args.t_text}, t_frames={args.t_frames}, {args.precision}) ===") + convert_variant(checkpoint_dir, out, args.t_text, args.t_frames, precision) + + +if __name__ == "__main__": + main() diff --git a/models/tts/inflect-v2/coreml/pyproject.toml b/models/tts/inflect-v2/coreml/pyproject.toml new file mode 100644 index 0000000..c93b2d2 --- /dev/null +++ b/models/tts/inflect-v2/coreml/pyproject.toml @@ -0,0 +1,17 @@ +[project] +name = "inflect-v2-coreml" +version = "0.1.0" +description = "Inflect v2 (Micro/Nano) VITS TTS CoreML conversion" +requires-python = ">=3.10,<3.13" +dependencies = [ + "coremltools>=8.0", + "torch>=2.6,<2.8", + "numpy>=1.26,<3", + "scipy>=1.13", + "soundfile>=0.13", + "phonemizer>=3.3", + "espeakng-loader>=0.2.4", + "num2words>=0.5.14", + "Unidecode>=1.3.8", + "huggingface-hub>=0.36", +] diff --git a/models/tts/inflect-v2/coreml/uv.lock b/models/tts/inflect-v2/coreml/uv.lock new file mode 100644 index 0000000..706b5cb --- /dev/null +++ b/models/tts/inflect-v2/coreml/uv.lock @@ -0,0 +1,1353 @@ +version = 1 +revision = 3 +requires-python = ">=3.10, <3.13" +resolution-markers = [ + "python_full_version >= '3.12'", + "python_full_version == '3.11.*'", + "python_full_version < '3.11'", +] + +[[package]] +name = "anyio" +version = "4.14.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, + { name = "idna" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" }, +] + +[[package]] +name = "attrs" +version = "26.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/9a/8e/82a0fe20a541c03148528be8cac2408564a6c9a0cc7e9171802bc1d26985/attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32", size = 952055, upload-time = "2026-03-19T14:22:25.026Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" }, +] + +[[package]] +name = "babel" +version = "2.18.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7d/b2/51899539b6ceeeb420d40ed3cd4b7a40519404f9baf3d4ac99dc413a834b/babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d", size = 9959554, upload-time = "2026-02-01T12:30:56.078Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" }, +] + +[[package]] +name = "cattrs" +version = "26.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "attrs" }, + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a0/ec/ba18945e7d6e55a58364d9fb2e46049c1c2998b3d805f19b703f14e81057/cattrs-26.1.0.tar.gz", hash = "sha256:fa239e0f0ec0715ba34852ce813986dfed1e12117e209b816ab87401271cdd40", size = 495672, upload-time = "2026-02-18T22:15:19.406Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/80/56/60547f7801b97c67e97491dc3d9ade9fbccbd0325058fd3dfcb2f5d98d90/cattrs-26.1.0-py3-none-any.whl", hash = "sha256:d1e0804c42639494d469d08d4f26d6b9de9b8ab26b446db7b5f8c2e97f7c3096", size = 73054, upload-time = "2026-02-18T22:15:17.958Z" }, +] + +[[package]] +name = "certifi" +version = "2026.7.22" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a3/c2/24167ea9858356b47a87a50d39908bfdb72ceeefe0041586e704e5376b3a/certifi-2026.7.22.tar.gz", hash = "sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55", size = 138112, upload-time = "2026-07-22T03:35:12.644Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/a7/71ac2cff56fec219ed242bb11b8efb69fcc4bec75db06fb7bfe35de520e6/certifi-2026.7.22-py3-none-any.whl", hash = "sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775", size = 136983, upload-time = "2026-07-22T03:35:11.276Z" }, +] + +[[package]] +name = "cffi" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pycparser", marker = "implementation_name != 'PyPy'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/57/5f/ff100cae70ebe9d8df1c01a00e510e45d9adb5c1fdda84791b199141de97/cffi-2.1.0.tar.gz", hash = "sha256:efc1cdd798b1aaf39b4610bba7aad28c9bea9b910f25c784ccf9ec1fa719d1f9", size = 531036, upload-time = "2026-07-06T21:34:30.382Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c0/e9/6d7724983b3d5a0908dbf74f64038ade77c18646ff6636ec7894fd392ce1/cffi-2.1.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:b65f590ef2a44640f9a05dbb548a429b4ade77913ce683ac8b1480777658a6c0", size = 183837, upload-time = "2026-07-06T21:32:09.655Z" }, + { url = "https://files.pythonhosted.org/packages/69/aa/24580a278de21fd7322635556334d9b535f1cbc00b0a3919447cdf464c65/cffi-2.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:164bff1657b2a74f0b6d54e11c9b375bc97b931f2ca9c43fcf875838da1570dd", size = 184226, upload-time = "2026-07-06T21:32:11.196Z" }, + { url = "https://files.pythonhosted.org/packages/88/a9/02cae418ec4beb282ace11958d9d4737793439d561fadc7e6d56f2e2b354/cffi-2.1.0-cp310-cp310-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:c941bb58d5a6e1c3892d86e42927ed6c180302f07e6d395d08c416e594b98b46", size = 211107, upload-time = "2026-07-06T21:32:12.328Z" }, + { url = "https://files.pythonhosted.org/packages/3b/30/c806937ed5e4c2c7ac30d9d6b76b5dc57ff8b75d83800d9bb11a8253cf2a/cffi-2.1.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a016194dbe13d14ee9556e734b772d8d67b947092b268d757fd4290e3ba2dfc2", size = 218733, upload-time = "2026-07-06T21:32:13.67Z" }, + { url = "https://files.pythonhosted.org/packages/f9/cf/398272b8bbfd58aa314fda5a7f1cdbb26d1d78ae324a11211521315dd1f0/cffi-2.1.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:03e9810d18c646077e501f661b682fbf5dee4676048527ca3cffe66faa9960dd", size = 205543, upload-time = "2026-07-06T21:32:15.148Z" }, + { url = "https://files.pythonhosted.org/packages/45/ca/f91641185cdd90c36d317a9dc7f85e88ef8682d8b300977baff5e23c35d8/cffi-2.1.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:19c54ac121cad98450b4896fa9a43ee0180d57bc4bc911a33db6cab1efab6cd3", size = 205460, upload-time = "2026-07-06T21:32:16.479Z" }, + { url = "https://files.pythonhosted.org/packages/38/66/04781a77b411f0bb5b234d62c1814754ab75ebe455ccff1b08e8d7aae98f/cffi-2.1.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d433a51f1870e43a13b6732f92aaf540ff77c2015097c78556f75a2d6c030e0", size = 218760, upload-time = "2026-07-06T21:32:17.98Z" }, + { url = "https://files.pythonhosted.org/packages/d0/9a/bb1d5ed9c3fcae158e9f6391bf309c95d98c2ac37ed56573228471d0af5e/cffi-2.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3d7f118b5adbfdfead90c25822690b02bc8074fba949bb7858bec4ebd55adb43", size = 221230, upload-time = "2026-07-06T21:32:19.407Z" }, + { url = "https://files.pythonhosted.org/packages/41/aa/3c1409cdd26094efacd1c36c66e0a6eb9d4296e4fd4f9901b8b2042f4323/cffi-2.1.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:c5f5df567f6eb216de69be06ce55c8b714090fae02b18a3b40da8163b8c5fa9c", size = 213524, upload-time = "2026-07-06T21:32:20.828Z" }, + { url = "https://files.pythonhosted.org/packages/fa/75/74dfb7c3fc6ebbd408038476bd4c1d7e925c62614e7b9c534ecc34218288/cffi-2.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:11b3fb55f4f8ad92274ed26705f65d8f91457de71f5380061eb6d125a768fecd", size = 220341, upload-time = "2026-07-06T21:32:21.9Z" }, + { url = "https://files.pythonhosted.org/packages/70/b6/9003c33a3e7d2c1306f5962e646457dcfe5a8cd8fce6bbe02d7af25db783/cffi-2.1.0-cp310-cp310-win32.whl", hash = "sha256:9d72af0cf10a76a600a9690078fe31c63b9588c8e86bf9fd353f713c84b5db0f", size = 174578, upload-time = "2026-07-06T21:32:23.073Z" }, + { url = "https://files.pythonhosted.org/packages/8a/26/710688310447531c7a22f857c7f79d9855ec18b03e04494ced723fb37e2f/cffi-2.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:fb62edb5bb52cca65fab91a63afa7561607120d26090a7e8fda6fb9f064726da", size = 185071, upload-time = "2026-07-06T21:32:24.671Z" }, + { url = "https://files.pythonhosted.org/packages/d3/67/85c89a59ba36a671e79638f44d466749f08179266a57e4f2ffdf92174072/cffi-2.1.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:02cb7ff33ded4f1532476731f89ede53e2e488a8e6205515a82144246ffa7dcc", size = 183845, upload-time = "2026-07-06T21:32:26.32Z" }, + { url = "https://files.pythonhosted.org/packages/ea/dd/e3b0baa2d3d6a857ac72b7efbf18e32e487c9cdafcc13049ad765495b15e/cffi-2.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f5bce581e6b8c235e566a14768a943b172ada3ed73537bb0c0be1edee312d4e7", size = 184186, upload-time = "2026-07-06T21:32:28.025Z" }, + { url = "https://files.pythonhosted.org/packages/65/68/9f3ef890cf3c6ab97bd531c5677f67613d302165d16f8142b2811782a614/cffi-2.1.0-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:30b65779d598c370374fefabf138d456fd6f3216bfa7bedfab1ba82025b0cd93", size = 211892, upload-time = "2026-07-06T21:32:29.565Z" }, + { url = "https://files.pythonhosted.org/packages/22/d7/1a74539db16d8bfd839ff1515948948efbb162e574650fd3d846896eea95/cffi-2.1.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:88023dfe18799507b73f1dbb0d14326a17465de1bc9c9c7655c22845e9ddc3a2", size = 218793, upload-time = "2026-07-06T21:32:30.951Z" }, + { url = "https://files.pythonhosted.org/packages/ec/d1/9a5b7169499e8e8d8e636de70b97ac7c9447104d2ff1a2cd94790cea5162/cffi-2.1.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:0a96b74cda968eebbad56d973efe5098974f0a9fb323865bf99ea1fd24e3e64c", size = 205737, upload-time = "2026-07-06T21:32:32.216Z" }, + { url = "https://files.pythonhosted.org/packages/ba/b0/e131a9c41f10607926278453d9596163594fe1c4ebc46efe3b5e5b34eb84/cffi-2.1.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:a5781494d4d400a3f47f8f1da94b324f6e6b440a53387774002890a2a2f4b50f", size = 204909, upload-time = "2026-07-06T21:32:33.655Z" }, + { url = "https://files.pythonhosted.org/packages/fb/d2/4398416cd699b35167947c6e22aca52c47e69ad5695073c9f1f2c52e04aa/cffi-2.1.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aa7a1b53a2a4452ada2d1b5dade9960b2522f1e61293a811a077439e39029565", size = 217883, upload-time = "2026-07-06T21:32:35.173Z" }, + { url = "https://files.pythonhosted.org/packages/a2/a5/d4fe77b589e5e82d43ebc809bf2e6474afe8e48e32ea050b9357645b6471/cffi-2.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9d8272c0e483b024e1b9ad029821470ed8ec65631dbd90217469da0e7cd89f1c", size = 221251, upload-time = "2026-07-06T21:32:36.527Z" }, + { url = "https://files.pythonhosted.org/packages/22/f0/a2fc43084c0433caf7f461bccc013e28f848d04ee1c5ed7fce71423cf4d9/cffi-2.1.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7762faa47e8ff7eb80bd261d9a7d8eea2d8baa69de5e95b70c1f338bbe712f02", size = 214250, upload-time = "2026-07-06T21:32:37.852Z" }, + { url = "https://files.pythonhosted.org/packages/04/8c/b925975448cf20634a9fbd5efceb807219db452653648d2897c0989cab2d/cffi-2.1.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:89095c1968b4ba8285840e131bf2891b09ae137fe2146905acae0354fbce1b5e", size = 219441, upload-time = "2026-07-06T21:32:39.146Z" }, + { url = "https://files.pythonhosted.org/packages/eb/da/5c4918a2d61d86fa927d716cb3d8e4626ef8dc8f605a599d32f33897f59a/cffi-2.1.0-cp311-cp311-win32.whl", hash = "sha256:64c753a0f87a256020004f37a1c8c02c480e725f910f0b2a0f3f07debd1b2479", size = 174496, upload-time = "2026-07-06T21:32:40.467Z" }, + { url = "https://files.pythonhosted.org/packages/f9/c8/6c2de1d55cf35ef8b92885d5ef280790f0fb9634d87ea1cc315176aecd61/cffi-2.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:4f26194e3d95e06501b942642855aed4f953d55e95d7d01b7c4483db3ecff458", size = 185113, upload-time = "2026-07-06T21:32:41.761Z" }, + { url = "https://files.pythonhosted.org/packages/9e/4e/e8d7cb5783f1841a3c8fb3a7735838d7484d08ec08c9f984b14cac1ac0e9/cffi-2.1.0-cp311-cp311-win_arm64.whl", hash = "sha256:35aaea0c7ee0e58a5cd8c2fd1a48fdf7ece0d2699b7ecdda08194e9ce5dd9b3d", size = 179927, upload-time = "2026-07-06T21:32:42.961Z" }, + { url = "https://files.pythonhosted.org/packages/1e/85/990925db5df586ec90beb97529c853497e7f85ba0234830447faf41c3057/cffi-2.1.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:df2b82571a1b30f58a87bf4e5a9e78d2b1eff6c6ce8fd3aa3757221f93f0863f", size = 184829, upload-time = "2026-07-06T21:32:44.324Z" }, + { url = "https://files.pythonhosted.org/packages/4b/92/e7bb136ad6b5352603732cf907ef862ca103f20f2031c1735a46300c20c9/cffi-2.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:78474632761faa0fb96f30b1c928c84ebcf68713cbb80d15bab09dfe61640fde", size = 184728, upload-time = "2026-07-06T21:32:45.683Z" }, + { url = "https://files.pythonhosted.org/packages/c3/c0/d1ec30ffb370f748f2fb54425972bfef9871e0132e82fb589c46b6676049/cffi-2.1.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:5972433ad71a9e46516584ef60a0fda12d9dc459938d1539c3ddecf9bdc1368d", size = 214815, upload-time = "2026-07-06T21:32:48.557Z" }, + { url = "https://files.pythonhosted.org/packages/1b/dc/5620cf930688be01f2d673804291de757a934c90b946dbdc3d84130c2ea4/cffi-2.1.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b6422532152adf4e59b110cb2808cee7a033800952f5c036b4af047ee43199e7", size = 222429, upload-time = "2026-07-06T21:32:49.848Z" }, + { url = "https://files.pythonhosted.org/packages/4b/a4/77b53abbf7a1e0beb9637edbef2a94d15f9c822f591e85d439ffd91519a6/cffi-2.1.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:46b1c8db8f6122420f32d02fffb924c2fe9bc772d228c7c711748fff56aabb2b", size = 210315, upload-time = "2026-07-06T21:32:51.221Z" }, + { url = "https://files.pythonhosted.org/packages/58/0c/f528df19cc94b675087324d4760d9e6d5bfae97d6217aa4fac43de4f5fcc/cffi-2.1.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:d9fafc5aa2e2a39aaf7f8cc0c1f044a9b07fca12e558dca53a3cc5c654ad67a7", size = 208859, upload-time = "2026-07-06T21:32:52.512Z" }, + { url = "https://files.pythonhosted.org/packages/62/f2/c9522a81c32132799a1972c39f5c5f8b4c8b9f00488a23feaa6c06f07741/cffi-2.1.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1e9f50d192a3e525b15a75ab5114e442d83d657b7ec29182a991bc9a88fd3a66", size = 221844, upload-time = "2026-07-06T21:32:53.704Z" }, + { url = "https://files.pythonhosted.org/packages/6e/28/bd53988b9833e8f8ad539d26f4c07a6b3f6bcb1e9e02e7ca038250b3428d/cffi-2.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:98fff996e983a36d3aa2eca83af40c5821202e7e6f32d13ae94e3d2286f10cfe", size = 225287, upload-time = "2026-07-06T21:32:54.907Z" }, + { url = "https://files.pythonhosted.org/packages/79/99/0d0fd37f055224085f42bbb2c022d002e17dde4a97972822327b07d84101/cffi-2.1.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:379de10ce1ba048b1448599d1b37b24caee16309d1ac98d3982fc997f768700b", size = 223681, upload-time = "2026-07-06T21:32:56.329Z" }, + { url = "https://files.pythonhosted.org/packages/b0/80/c138990aa2a70b1a269f6e06348729836d733d6f970867943f61d367f8cc/cffi-2.1.0-cp312-cp312-win32.whl", hash = "sha256:9b8f0f26ca4e7513c534d351eca551947d053fac438f2a04ac96d882909b0d3a", size = 175269, upload-time = "2026-07-06T21:32:57.777Z" }, + { url = "https://files.pythonhosted.org/packages/a8/eb/f636456ff21a83fc13c032b58cc5dde061691546ac79efa284b2989b7982/cffi-2.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:c97f080ea627e2863524c5af3836e2270b5f5dfff1f104392b959f8df0c5d384", size = 185881, upload-time = "2026-07-06T21:32:59.253Z" }, + { url = "https://files.pythonhosted.org/packages/dd/2c/400ea43e721727dca8a65c4521390e9196757caba4a45643acb2b63271b8/cffi-2.1.0-cp312-cp312-win_arm64.whl", hash = "sha256:6d194185eabd279f1c05ebe3504265ddfc5ad2b58d0714f7db9f01da592e9eb6", size = 180088, upload-time = "2026-07-06T21:33:02.278Z" }, +] + +[[package]] +name = "click" +version = "8.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl", hash = "sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76", size = 119243, upload-time = "2026-06-24T17:45:13.73Z" }, +] + +[[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 = "coremltools" +version = "9.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "attrs" }, + { name = "cattrs" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "packaging" }, + { name = "protobuf" }, + { name = "pyaml" }, + { name = "sympy" }, + { name = "tqdm" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/79/e6/8cb11a246f61736e75b20488b9c3cf9c208f500c9a3f92d717dbf592348c/coremltools-9.0.tar.gz", hash = "sha256:4ff346b29c31c4b45acd19a20e0f0a1ac65180a96776e62f15bd5c46f4926687", size = 1656978, upload-time = "2025-11-10T21:51:23.855Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/51/a5/c16527bac75d3c5f8abde9a0e65346587886e47fea18269d7157dab40333/coremltools-9.0-cp310-none-macosx_10_15_x86_64.whl", hash = "sha256:f3247ec310eb13ce3f0e98ff76747a238ff1bde31835a2a289c84e95fe93f6a9", size = 2788452, upload-time = "2025-11-10T21:46:51.937Z" }, + { url = "https://files.pythonhosted.org/packages/dd/b5/34f15d9f43b5b70e27602752dfc6811d029e0ec61c311991be76c23022c0/coremltools-9.0-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:e9692a53b8a18891c1a54e8871de4c59ed435c5016e734c8989298b03bdb50de", size = 2763550, upload-time = "2025-11-10T21:47:08.484Z" }, + { url = "https://files.pythonhosted.org/packages/29/4e/4dfc48820739f00dc0e6d850ac8a612d8162c89de89125022adbf2b6ac00/coremltools-9.0-cp310-none-manylinux1_x86_64.whl", hash = "sha256:8e6765539e0c830ac39755e80cef9f8ff323a46c54dda051a0562a622931094b", size = 2308133, upload-time = "2025-11-10T21:47:12.799Z" }, + { url = "https://files.pythonhosted.org/packages/87/ab/d1e06207fd68aab62b1b476fc4ccf1fb52f43fa1816d6ab02f13c38d7c2c/coremltools-9.0-cp311-none-macosx_10_15_x86_64.whl", hash = "sha256:e6e58143c5270c1a37872fef41f8c18c042d22fa38f0ad33b33250007d9e1186", size = 2793255, upload-time = "2025-11-10T21:47:29.351Z" }, + { url = "https://files.pythonhosted.org/packages/27/b2/8ff944f25c0fc9e5ae9deef1707029784019b78a1df2a7d0b24d581be1a2/coremltools-9.0-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:0e079fea3f13f96a30587c9f7375796ff61cad53f703bde53c56fbf1374813ed", size = 2767374, upload-time = "2025-11-10T21:47:46.002Z" }, + { url = "https://files.pythonhosted.org/packages/54/fe/58fc966635ebe3b92b100fbec875d173addab62454c4438457fa3f427d1c/coremltools-9.0-cp311-none-manylinux1_x86_64.whl", hash = "sha256:e9080254a4b9d286e168f3b1bc8616edd5d48ab664c17870b85e496629a00e81", size = 2309379, upload-time = "2025-11-10T21:48:02.81Z" }, + { url = "https://files.pythonhosted.org/packages/d5/7e/0746b42d39d903da2015d33b619319d84fc16a44e6ed68c1a4768ae27fc5/coremltools-9.0-cp312-none-macosx_10_15_x86_64.whl", hash = "sha256:35d6e972e254081e364e6c7763eae89df8cc775dbf53756ba1ca08a2bc22f018", size = 2792457, upload-time = "2025-11-10T21:48:18.418Z" }, + { url = "https://files.pythonhosted.org/packages/44/ab/6231b83d770825803284453f1ff36e5f3ba0a5740fcedbd3ba7454e5d412/coremltools-9.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:7079e8b6ff5a63f0e2c08eeeb8673e4eab8ca231d4b2eae4f7fb005e0d08a8cd", size = 2764416, upload-time = "2025-11-10T21:48:30.209Z" }, + { url = "https://files.pythonhosted.org/packages/b5/87/add15e7b4537765bef9cb47ffbd6a5d48493e65181df9864afeffa13b99b/coremltools-9.0-cp312-none-manylinux1_x86_64.whl", hash = "sha256:99a101085a7919de9f1c18e514c17d2b3e6a06ad4f7a35aae9515ad47f5a843f", size = 2308591, upload-time = "2025-11-10T21:48:47.269Z" }, +] + +[[package]] +name = "csvw" +version = "4.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "babel" }, + { name = "isodate" }, + { name = "jsonschema" }, + { name = "language-tags" }, + { name = "python-dateutil" }, + { name = "rdflib" }, + { name = "rfc3986" }, + { name = "termcolor" }, + { name = "uritemplate" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/c5/f1/95a10e22505e84bf346dd8df41d9c6135aea564d83d8e39b79b0851ba4db/csvw-4.1.0.tar.gz", hash = "sha256:bfe2b64442552b392577a8d30edf886510c8d05e665606fa5caa1508365fd700", size = 83167, upload-time = "2026-07-06T08:37:26.378Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fe/7f/9586327961379fd23362eafddac9fc9ba1d6783686d20154d55e93dd8a61/csvw-4.1.0-py2.py3-none-any.whl", hash = "sha256:d432d4cccd8dcdf31ccb2272d6d7ad40a9ebde7de3c7d6ced9033afb23bb76dd", size = 69495, upload-time = "2026-07-06T08:37:24.411Z" }, +] + +[[package]] +name = "dlinfo" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/85/8e/8f2f94cd40af1b51e8e371a83b385d622170d42f98776441a6118f4dd682/dlinfo-2.0.0.tar.gz", hash = "sha256:88a2bc04f51d01bc604cdc9eb1c3cc0bde89057532ca6a3e71a41f6235433e17", size = 12727, upload-time = "2025-01-16T15:43:10.756Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/da/90/022c79d6e5e6f843268c10b84d4a021ee3afba0621d3c176d3ff2024bfc8/dlinfo-2.0.0-py3-none-any.whl", hash = "sha256:b32cc18e3ea67c0ca9ca409e5b41eed863bd1363dbc9dd3de90fedf11b61e7bc", size = 3654, upload-time = "2025-01-16T15:43:09.474Z" }, +] + +[[package]] +name = "docopt" +version = "0.6.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/55/8f8cab2afd404cf578136ef2cc5dfb50baa1761b68c9da1fb1e4eed343c9/docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491", size = 25901, upload-time = "2014-06-16T11:18:57.406Z" } + +[[package]] +name = "espeakng-loader" +version = "0.2.4" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f8/92/f44ed7f531143c3c6c97d56e2b0f9be8728dc05e18b96d46eb539230ed46/espeakng_loader-0.2.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b77477ae2ddf62a748e04e49714eabb2f3a24f344166200b00539083bd669904", size = 9938387, upload-time = "2025-01-17T01:22:42.064Z" }, + { url = "https://files.pythonhosted.org/packages/a8/26/258c0cd43b9bc1043301c5f61767d6a6c3b679df82790c9cb43a3277b865/espeakng_loader-0.2.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d27cdca31112226e7299d8562e889d3e38a1e48055c9ee381b45d669072ee59f", size = 9892565, upload-time = "2025-01-17T01:22:40.365Z" }, + { url = "https://files.pythonhosted.org/packages/de/1e/25ec5ab07528c0fbb215a61800a38eca05c8a99445515a02d7fa5debcb32/espeakng_loader-0.2.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:08721baf27d13d461f6be6eed9a65277e70d68234ff484fd8b9897b222cdcb6d", size = 10078484, upload-time = "2025-01-17T01:22:43.373Z" }, + { url = "https://files.pythonhosted.org/packages/d9/ad/1b768d8daffc2996e07bbcb6f534d8de3202cd75fce1f1c45eced1ce6465/espeakng_loader-0.2.4-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:d1e798141b46a050cdb75fcf3c17db969bb2c40394f3f4a48910655d547508b9", size = 10037736, upload-time = "2025-01-17T01:22:42.576Z" }, + { url = "https://files.pythonhosted.org/packages/9d/ed/a3d872fbad4f3a3f3db0e8c31768ab14e77cd77306de16b8b20b1e1df7ea/espeakng_loader-0.2.4-py3-none-win_amd64.whl", hash = "sha256:41f1e08ac9deda2efd1ea9de0b81dab9f5ae3c4b24284f76533d0a7b1dd7abd7", size = 9437292, upload-time = "2025-01-17T01:23:27.463Z" }, + { url = "https://files.pythonhosted.org/packages/29/64/0b75bc50ec53b4e000bac913625511215aa96124adf5dba8c4baa17c02cd/espeakng_loader-0.2.4-py3-none-win_arm64.whl", hash = "sha256:d7a2928843eaeb2df82f99a370f44e8a630f59b02f9b0d1f168a03c4eeb76b89", size = 9426841, upload-time = "2025-01-17T01:23:21.766Z" }, +] + +[[package]] +name = "exceptiongroup" +version = "1.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +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 = "3.32.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/c0/80/8232b582c4b318b817cf1274ba74976b07b34d35ef439b3eb948f98645a1/filelock-3.32.0.tar.gz", hash = "sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402", size = 213757, upload-time = "2026-07-21T13:17:42.898Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/06/79/b4c714bef36bc4ec2beeae1e0c124f0223888cd8c6feb1cdc56038116920/filelock-3.32.0-py3-none-any.whl", hash = "sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3", size = 97732, upload-time = "2026-07-21T13:17:41.55Z" }, +] + +[[package]] +name = "fsspec" +version = "2026.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/10/a1/ae4e3e5003468d6391d2c77b6fa1cd73bd5d13511d81c642d7b28ac90ed4/fsspec-2026.6.0.tar.gz", hash = "sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a", size = 313646, upload-time = "2026-06-16T01:57:28.105Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e5/22/4222d7ddf3da30f363edaa98e329c2bce6c65497c9cb2810931c8b2c0fbc/fsspec-2026.6.0-py3-none-any.whl", hash = "sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1", size = 203949, upload-time = "2026-06-16T01:57:26.358Z" }, +] + +[[package]] +name = "h11" +version = "0.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" }, +] + +[[package]] +name = "hf-xet" +version = "1.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/63/39/67be8d71f900d9a55761b6022821d6679fb56c64f1b6063d5af2c2606727/hf_xet-1.5.2.tar.gz", hash = "sha256:73044bd31bae33c984af832d19c752a0dffb67518fee9ddbd91d616e1101cf47", size = 903674, upload-time = "2026-07-16T17:29:56.833Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/de/ba/2b70603c7552db82baeb2623e2336898304a17328845151be4fe1f48d420/hf_xet-1.5.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799", size = 4033760, upload-time = "2026-07-16T17:29:43.884Z" }, + { url = "https://files.pythonhosted.org/packages/60/ac/b097a86a1e4a6098f3a79382643ab09d5733d87ccc864877ad1e12b49b70/hf_xet-1.5.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed", size = 3841438, upload-time = "2026-07-16T17:29:45.539Z" }, + { url = "https://files.pythonhosted.org/packages/d3/35/db860aa3a0780660324a506ad4b3d322ddc6ecbba4b9340aed0942cbf21c/hf_xet-1.5.2-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:db78c39c83d6279daddc98e2238f373ab8980685556d42472b4ec51abcf03e8c", size = 4428006, upload-time = "2026-07-16T17:29:46.996Z" }, + { url = "https://files.pythonhosted.org/packages/af/6b/832dd980af4b0c3ae0660e309285f2ffcdff2faa38129390dbb47aa4a3f9/hf_xet-1.5.2-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:7db73c810500c54c6760be8c39d4b2e476974de85424c50063efc22fdda13025", size = 4221099, upload-time = "2026-07-16T17:29:48.525Z" }, + { url = "https://files.pythonhosted.org/packages/9e/05/ae50f0d34e3254e6c3e208beb2519f6b8673016fc4b3643badaf6450d186/hf_xet-1.5.2-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6395cfe3c9cbead4f16b31808b0e67eac428b66c656f856e99636adaddea878f", size = 4420766, upload-time = "2026-07-16T17:29:50.092Z" }, + { url = "https://files.pythonhosted.org/packages/07/a9/c050bc2743a2bcd68928bfee157b08681667a164a24ec95fbfcfcd717e08/hf_xet-1.5.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:cde8cd167126bb6109b2ceb19b844433a4988643e8f3e01dd9dd0e4a34535097", size = 4636716, upload-time = "2026-07-16T17:29:51.62Z" }, + { url = "https://files.pythonhosted.org/packages/e9/f8/68b01c5c2edb56ac9a67b3d076ffddcb90867abaee923923eb34e7a14e76/hf_xet-1.5.2-cp38-abi3-win_amd64.whl", hash = "sha256:ecf63d1cb69a9a7319910f8f83fcf9b46e7a32dfcf4b8f8eeddb55f647306e65", size = 3988373, upload-time = "2026-07-16T17:29:53.395Z" }, + { url = "https://files.pythonhosted.org/packages/39/c6/988383e9dc17294d536fcbcd6fd16eed882e411ad16c954984a53e47b09c/hf_xet-1.5.2-cp38-abi3-win_arm64.whl", hash = "sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d", size = 3816957, upload-time = "2026-07-16T17:29:54.991Z" }, +] + +[[package]] +name = "httpcore" +version = "1.0.9" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "h11" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" }, +] + +[[package]] +name = "httpx" +version = "0.28.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, + { name = "certifi" }, + { name = "httpcore" }, + { name = "idna" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" }, +] + +[[package]] +name = "huggingface-hub" +version = "1.24.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "filelock" }, + { name = "fsspec" }, + { name = "hf-xet", marker = "platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" }, + { name = "httpx" }, + { name = "packaging" }, + { name = "pyyaml" }, + { name = "tqdm" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/df/9b/d3bb4e7d792835daf34dd7091bbc7d7b4e0437d9388f1ea7239cce49f478/huggingface_hub-1.24.0.tar.gz", hash = "sha256:18431ff4daae0749aa9ba102fc952e314c98e1d30ebdec5319d85ca0a83e1ae5", size = 921848, upload-time = "2026-07-17T09:54:01.022Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5f/c3/aeaaf3911d2529614be18d1c8b5496afc185560e76568063d517283318af/huggingface_hub-1.24.0-py3-none-any.whl", hash = "sha256:6ed4120a84a6beec900640aa7e346bd766a6b7341e41526fef5dc8bd81fb7d59", size = 771904, upload-time = "2026-07-17T09:53:59.106Z" }, +] + +[[package]] +name = "idna" +version = "3.18" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/cd/63/9496c57188a2ee585e0f1db071d75089a11e98aa86eb99d9d7618fc1edce/idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848", size = 196711, upload-time = "2026-06-02T14:34:07.794Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/5e/d4e9f1a599fb8e573b7b87160658329fbf28d19eac2718f51fc3def3aa5a/idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2", size = 65455, upload-time = "2026-06-02T14:34:06.319Z" }, +] + +[[package]] +name = "inflect-v2-coreml" +version = "0.1.0" +source = { virtual = "." } +dependencies = [ + { name = "coremltools" }, + { name = "espeakng-loader" }, + { name = "huggingface-hub" }, + { name = "num2words" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "phonemizer" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "scipy", version = "1.18.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "soundfile" }, + { name = "torch" }, + { name = "unidecode" }, +] + +[package.metadata] +requires-dist = [ + { name = "coremltools", specifier = ">=8.0" }, + { name = "espeakng-loader", specifier = ">=0.2.4" }, + { name = "huggingface-hub", specifier = ">=0.36" }, + { name = "num2words", specifier = ">=0.5.14" }, + { name = "numpy", specifier = ">=1.26,<3" }, + { name = "phonemizer", specifier = ">=3.3" }, + { name = "scipy", specifier = ">=1.13" }, + { name = "soundfile", specifier = ">=0.13" }, + { name = "torch", specifier = ">=2.6,<2.8" }, + { name = "unidecode", specifier = ">=1.3.8" }, +] + +[[package]] +name = "isodate" +version = "0.7.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/54/4d/e940025e2ce31a8ce1202635910747e5a87cc3a6a6bb2d00973375014749/isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6", size = 29705, upload-time = "2024-10-08T23:04:11.5Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/15/aa/0aca39a37d3c7eb941ba736ede56d689e7be91cab5d9ca846bde3999eba6/isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15", size = 22320, upload-time = "2024-10-08T23:04:09.501Z" }, +] + +[[package]] +name = "jinja2" +version = "3.1.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115, upload-time = "2025-03-05T20:05:02.478Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" }, +] + +[[package]] +name = "joblib" +version = "1.5.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/41/f2/d34e8b3a08a9cc79a50b2208a93dce981fe615b64d5a4d4abee421d898df/joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3", size = 331603, upload-time = "2025-12-15T08:41:46.427Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713", size = 309071, upload-time = "2025-12-15T08:41:44.973Z" }, +] + +[[package]] +name = "jsonschema" +version = "4.26.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "attrs" }, + { name = "jsonschema-specifications" }, + { name = "referencing" }, + { name = "rpds-py", version = "0.30.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "rpds-py", version = "2026.6.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b3/fc/e067678238fa451312d4c62bf6e6cf5ec56375422aee02f9cb5f909b3047/jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326", size = 366583, upload-time = "2026-01-07T13:41:07.246Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce", size = 90630, upload-time = "2026-01-07T13:41:05.306Z" }, +] + +[[package]] +name = "jsonschema-specifications" +version = "2025.9.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "referencing" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/19/74/a633ee74eb36c44aa6d1095e7cc5569bebf04342ee146178e2d36600708b/jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d", size = 32855, upload-time = "2025-09-08T01:34:59.186Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe", size = 18437, upload-time = "2025-09-08T01:34:57.871Z" }, +] + +[[package]] +name = "language-tags" +version = "1.3.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/39/d1/b37165bed9016c19e2cdecf4176fbd902a014fb8a87dd44415438e190969/language_tags-1.3.1.tar.gz", hash = "sha256:b15f05505dad3ad296a1782d5a6083fd141309186094d1ab08095348f4203f37", size = 222642, upload-time = "2026-05-08T11:46:24.418Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0a/21/b48b9e8408b3faec9fb7cb2f68352c7724add35a980c948eaceb29ac41e4/language_tags-1.3.1-py3-none-any.whl", hash = "sha256:f7db7ef8879523019603e09644a86d95ba60595ce5e5ea82d46e8971b0f68f7b", size = 216654, upload-time = "2026-05-08T11:46:17.836Z" }, +] + +[[package]] +name = "markupsafe" +version = "3.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e8/4b/3541d44f3937ba468b75da9eebcae497dcf67adb65caa16760b0a6807ebb/markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559", size = 11631, upload-time = "2025-09-27T18:36:05.558Z" }, + { url = "https://files.pythonhosted.org/packages/98/1b/fbd8eed11021cabd9226c37342fa6ca4e8a98d8188a8d9b66740494960e4/markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419", size = 12057, upload-time = "2025-09-27T18:36:07.165Z" }, + { url = "https://files.pythonhosted.org/packages/40/01/e560d658dc0bb8ab762670ece35281dec7b6c1b33f5fbc09ebb57a185519/markupsafe-3.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695", size = 22050, upload-time = "2025-09-27T18:36:08.005Z" }, + { url = "https://files.pythonhosted.org/packages/af/cd/ce6e848bbf2c32314c9b237839119c5a564a59725b53157c856e90937b7a/markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591", size = 20681, upload-time = "2025-09-27T18:36:08.881Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2a/b5c12c809f1c3045c4d580b035a743d12fcde53cf685dbc44660826308da/markupsafe-3.0.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c", size = 20705, upload-time = "2025-09-27T18:36:10.131Z" }, + { url = "https://files.pythonhosted.org/packages/cf/e3/9427a68c82728d0a88c50f890d0fc072a1484de2f3ac1ad0bfc1a7214fd5/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f", size = 21524, upload-time = "2025-09-27T18:36:11.324Z" }, + { url = "https://files.pythonhosted.org/packages/bc/36/23578f29e9e582a4d0278e009b38081dbe363c5e7165113fad546918a232/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6", size = 20282, upload-time = "2025-09-27T18:36:12.573Z" }, + { url = "https://files.pythonhosted.org/packages/56/21/dca11354e756ebd03e036bd8ad58d6d7168c80ce1fe5e75218e4945cbab7/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1", size = 20745, upload-time = "2025-09-27T18:36:13.504Z" }, + { url = "https://files.pythonhosted.org/packages/87/99/faba9369a7ad6e4d10b6a5fbf71fa2a188fe4a593b15f0963b73859a1bbd/markupsafe-3.0.3-cp310-cp310-win32.whl", hash = "sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa", size = 14571, upload-time = "2025-09-27T18:36:14.779Z" }, + { url = "https://files.pythonhosted.org/packages/d6/25/55dc3ab959917602c96985cb1253efaa4ff42f71194bddeb61eb7278b8be/markupsafe-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8", size = 15056, upload-time = "2025-09-27T18:36:16.125Z" }, + { url = "https://files.pythonhosted.org/packages/d0/9e/0a02226640c255d1da0b8d12e24ac2aa6734da68bff14c05dd53b94a0fc3/markupsafe-3.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1", size = 13932, upload-time = "2025-09-27T18:36:17.311Z" }, + { url = "https://files.pythonhosted.org/packages/08/db/fefacb2136439fc8dd20e797950e749aa1f4997ed584c62cfb8ef7c2be0e/markupsafe-3.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad", size = 11631, upload-time = "2025-09-27T18:36:18.185Z" }, + { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058, upload-time = "2025-09-27T18:36:19.444Z" }, + { url = "https://files.pythonhosted.org/packages/1d/09/adf2df3699d87d1d8184038df46a9c80d78c0148492323f4693df54e17bb/markupsafe-3.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50", size = 24287, upload-time = "2025-09-27T18:36:20.768Z" }, + { url = "https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf", size = 22940, upload-time = "2025-09-27T18:36:22.249Z" }, + { url = "https://files.pythonhosted.org/packages/19/ae/31c1be199ef767124c042c6c3e904da327a2f7f0cd63a0337e1eca2967a8/markupsafe-3.0.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f", size = 21887, upload-time = "2025-09-27T18:36:23.535Z" }, + { url = "https://files.pythonhosted.org/packages/b2/76/7edcab99d5349a4532a459e1fe64f0b0467a3365056ae550d3bcf3f79e1e/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a", size = 23692, upload-time = "2025-09-27T18:36:24.823Z" }, + { url = "https://files.pythonhosted.org/packages/a4/28/6e74cdd26d7514849143d69f0bf2399f929c37dc2b31e6829fd2045b2765/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115", size = 21471, upload-time = "2025-09-27T18:36:25.95Z" }, + { url = "https://files.pythonhosted.org/packages/62/7e/a145f36a5c2945673e590850a6f8014318d5577ed7e5920a4b3448e0865d/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a", size = 22923, upload-time = "2025-09-27T18:36:27.109Z" }, + { url = "https://files.pythonhosted.org/packages/0f/62/d9c46a7f5c9adbeeeda52f5b8d802e1094e9717705a645efc71b0913a0a8/markupsafe-3.0.3-cp311-cp311-win32.whl", hash = "sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19", size = 14572, upload-time = "2025-09-27T18:36:28.045Z" }, + { url = "https://files.pythonhosted.org/packages/83/8a/4414c03d3f891739326e1783338e48fb49781cc915b2e0ee052aa490d586/markupsafe-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01", size = 15077, upload-time = "2025-09-27T18:36:29.025Z" }, + { url = "https://files.pythonhosted.org/packages/35/73/893072b42e6862f319b5207adc9ae06070f095b358655f077f69a35601f0/markupsafe-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c", size = 13876, upload-time = "2025-09-27T18:36:29.954Z" }, + { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615, upload-time = "2025-09-27T18:36:30.854Z" }, + { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020, upload-time = "2025-09-27T18:36:31.971Z" }, + { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332, upload-time = "2025-09-27T18:36:32.813Z" }, + { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947, upload-time = "2025-09-27T18:36:33.86Z" }, + { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962, upload-time = "2025-09-27T18:36:35.099Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760, upload-time = "2025-09-27T18:36:36.001Z" }, + { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529, upload-time = "2025-09-27T18:36:36.906Z" }, + { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015, upload-time = "2025-09-27T18:36:37.868Z" }, + { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540, upload-time = "2025-09-27T18:36:38.761Z" }, + { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105, upload-time = "2025-09-27T18:36:39.701Z" }, + { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906, upload-time = "2025-09-27T18:36:40.689Z" }, +] + +[[package]] +name = "mpmath" +version = "1.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e0/47/dd32fa426cc72114383ac549964eecb20ecfd886d1e5ccf5340b55b02f57/mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f", size = 508106, upload-time = "2023-03-07T16:47:11.061Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198, upload-time = "2023-03-07T16:47:09.197Z" }, +] + +[[package]] +name = "networkx" +version = "3.4.2" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +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 >= '3.12'", + "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 = "num2words" +version = "0.5.14" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "docopt" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/f6/58/ad645bd38b4b648eb2fc2ba1b909398e54eb0cbb6a7dbd2b4953e38c9621/num2words-0.5.14.tar.gz", hash = "sha256:b066ec18e56b6616a3b38086b5747daafbaa8868b226a36127e0451c0cf379c6", size = 218213, upload-time = "2024-12-17T20:17:10.191Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d6/5b/545e9267a1cc080c8a1be2746113a063e34bcdd0f5173fd665a5c13cb234/num2words-0.5.14-py3-none-any.whl", hash = "sha256:1c8e5b00142fc2966fd8d685001e36c4a9911e070d1b120e1beb721fa1edb33d", size = 163525, upload-time = "2024-12-17T20:17:06.074Z" }, +] + +[[package]] +name = "numpy" +version = "2.2.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +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/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 = "2.4.6" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.11.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/d0/ad/fed0499ce6a338d2a03ebae59cd15093910c8875328855781952abf6c2fe/numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda", size = 20735807, upload-time = "2026-05-18T23:37:14.07Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/49/ec46835a70be8fa6446c495126ac84fdb28cb2558e1620ffb87a10c8b64c/numpy-2.4.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4", size = 16969194, upload-time = "2026-05-18T23:33:13.503Z" }, + { url = "https://files.pythonhosted.org/packages/0e/0d/f5957185c0ee2f3e12f78715aa9e3b353fd83633316c8532b38faa37e3f6/numpy-2.4.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d", size = 14964111, upload-time = "2026-05-18T23:33:17.795Z" }, + { url = "https://files.pythonhosted.org/packages/ad/40/40a40ee0ddf7ceb782c49af278894b686e586d65d8c1889c8b5da01a3d7d/numpy-2.4.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8", size = 5469159, upload-time = "2026-05-18T23:33:20.654Z" }, + { url = "https://files.pythonhosted.org/packages/63/13/f9a8046535cb21deae82f8d03de9617e08882d274fad2539630761888228/numpy-2.4.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538", size = 6798936, upload-time = "2026-05-18T23:33:22.987Z" }, + { url = "https://files.pythonhosted.org/packages/33/a8/6fa8c1a345a8c85dbb21932c447bee07c30a2c2a3f31e369c0a84b300147/numpy-2.4.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47", size = 15966692, upload-time = "2026-05-18T23:33:26.62Z" }, + { url = "https://files.pythonhosted.org/packages/02/03/74fe2a4cb3817d94d86402f2506554130a2f01414e299b5a843e5a8a957f/numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93", size = 16918164, upload-time = "2026-05-18T23:33:29.955Z" }, + { url = "https://files.pythonhosted.org/packages/c5/80/3615be3313f7e7696609bc194b9f0101da809df79e859bdb84e0cd043f46/numpy-2.4.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8", size = 17322877, upload-time = "2026-05-18T23:33:34.724Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ac/a691e0fe2675e370d0e08ff905adc49a1c8830e8cae03efe4477e92cd55d/numpy-2.4.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6", size = 18651487, upload-time = "2026-05-18T23:33:38.217Z" }, + { url = "https://files.pythonhosted.org/packages/15/a7/9bc1cd626d7bf6869bfedf27b91b6ab5dd607758bf8e959d6fa80c6a59cb/numpy-2.4.6-cp311-cp311-win32.whl", hash = "sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8", size = 6233945, upload-time = "2026-05-18T23:33:41.331Z" }, + { url = "https://files.pythonhosted.org/packages/c5/31/7fc6239c12bce7e931463251cca4426c465e1876ba3cc785402ef4dd8f4e/numpy-2.4.6-cp311-cp311-win_amd64.whl", hash = "sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147", size = 12608406, upload-time = "2026-05-18T23:33:44.131Z" }, + { url = "https://files.pythonhosted.org/packages/27/83/140f85a466595a16382996a1bf06b2b54bcd597488921b0c9daaeeda72af/numpy-2.4.6-cp311-cp311-win_arm64.whl", hash = "sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577", size = 10479528, upload-time = "2026-05-18T23:33:50.725Z" }, + { url = "https://files.pythonhosted.org/packages/95/2a/3d7b5ac8aac24feaf9ad7ed58f45b0bbc06d37e4338ae84c9f2298b570f9/numpy-2.4.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1", size = 16689119, upload-time = "2026-05-18T23:33:54.065Z" }, + { url = "https://files.pythonhosted.org/packages/ea/12/92c4c131527599e8288d6918e888d88726f84d805d784b771f32408aeaef/numpy-2.4.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb", size = 14699246, upload-time = "2026-05-18T23:33:57.621Z" }, + { url = "https://files.pythonhosted.org/packages/ad/fe/c0a6b7b2ca128a8fb228575147073b660656734b8ebe4d76c8fd748dcc79/numpy-2.4.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41", size = 5204410, upload-time = "2026-05-18T23:34:00.302Z" }, + { url = "https://files.pythonhosted.org/packages/f3/d4/9770d14ba719432bb90a421bfd443872ed0f70f7264b64bec12ea363d5fd/numpy-2.4.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698", size = 6551240, upload-time = "2026-05-18T23:34:02.852Z" }, + { url = "https://files.pythonhosted.org/packages/c9/c6/50a46a6205feba2343f1d6d17438107c5dc491ed1c736e6ea68689fd906b/numpy-2.4.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f", size = 15671012, upload-time = "2026-05-18T23:34:05.485Z" }, + { url = "https://files.pythonhosted.org/packages/99/60/14115e6364fa676c5397c2ad3004e527e9aa487abf5d0706ec81bbd08529/numpy-2.4.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853", size = 16645538, upload-time = "2026-05-18T23:34:09.265Z" }, + { url = "https://files.pythonhosted.org/packages/ae/c5/693cbe59e57db94d2231fa519ca3978dc9e19da5a8f088588f5c6e947ff2/numpy-2.4.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a", size = 17020706, upload-time = "2026-05-18T23:34:13.053Z" }, + { url = "https://files.pythonhosted.org/packages/ef/fc/85b7c4eff9b4966ade25c2273cf7e7012e92366c032058653934b37de044/numpy-2.4.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2", size = 18368541, upload-time = "2026-05-18T23:34:17.024Z" }, + { url = "https://files.pythonhosted.org/packages/f6/81/e1b27545deedce7f4a0b348618c6b62d74e36a4dc9ccd42f3eb2f85eee32/numpy-2.4.6-cp312-cp312-win32.whl", hash = "sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45", size = 5962825, upload-time = "2026-05-18T23:34:20.3Z" }, + { url = "https://files.pythonhosted.org/packages/ab/ca/feab00bd44aa5fe1ad2c18f08b4d3bb92e26484b0b1d1443897809ed528c/numpy-2.4.6-cp312-cp312-win_amd64.whl", hash = "sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751", size = 12321687, upload-time = "2026-05-18T23:34:23.095Z" }, + { url = "https://files.pythonhosted.org/packages/63/cf/5a6d34850a39d1093558564f77ee8e8e0bee5061151b8f05a55711001ec7/numpy-2.4.6-cp312-cp312-win_arm64.whl", hash = "sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8", size = 10221482, upload-time = "2026-05-18T23:34:25.876Z" }, + { url = "https://files.pythonhosted.org/packages/de/12/b422cc84439adc0d00de605bf4a308890ae5c26f2c71fbd73e5d08fbb0dd/numpy-2.4.6-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662", size = 16847511, upload-time = "2026-05-18T23:36:50.673Z" }, + { url = "https://files.pythonhosted.org/packages/44/53/f481bef68011740f8849418d82db07230e825013f31f4eef5ba5b805316a/numpy-2.4.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7", size = 14889064, upload-time = "2026-05-18T23:36:53.879Z" }, + { url = "https://files.pythonhosted.org/packages/7f/57/42ed575c10ced8af951d426bc4e1f8aff16fd851db33f067036215a7f860/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f", size = 5394157, upload-time = "2026-05-18T23:36:57.194Z" }, + { url = "https://files.pythonhosted.org/packages/6a/ef/f66cc724fcc36c1e364c67f51ae9146090b8b584f27d58b97fdae3edd737/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c", size = 6708728, upload-time = "2026-05-18T23:36:59.575Z" }, + { url = "https://files.pythonhosted.org/packages/1a/9c/c531f2293b91265d8b48e9b329f54fdd7ffae73cb4134ea10cca4237e9cc/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0", size = 15798374, upload-time = "2026-05-18T23:37:02.674Z" }, + { url = "https://files.pythonhosted.org/packages/1a/b0/413077f6b1153ed3cba361401c6783bbad6114804a000cc22eb71c13e190/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02", size = 16747286, upload-time = "2026-05-18T23:37:06.327Z" }, + { url = "https://files.pythonhosted.org/packages/15/ce/e5ec180bc41812edcd8daeb8639d205622c0e8c02259d8ab25a0201b3c2a/numpy-2.4.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73", size = 12504263, upload-time = "2026-05-18T23:37:09.715Z" }, +] + +[[package]] +name = "numpy" +version = "2.5.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.12'", +] +sdist = { url = "https://files.pythonhosted.org/packages/22/fd/89965aa4ac08c74998539fcbf24fa3540f3e15237fbeb6bcf9c908f4aade/numpy-2.5.1.tar.gz", hash = "sha256:a48a113e6afea91f5608793bafa7ef2ad481fefbda87ec5069f483de61cb9fa3", size = 20755553, upload-time = "2026-07-04T17:08:00.933Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/62/7b/14687aa674250e5e546f616f486b0d56d3631cd5b2415739141ce40bdcea/numpy-2.5.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2c889b56fe48b1018f764b0eec8df59ab654e9148aa91faa12596043500de277", size = 16801574, upload-time = "2026-07-04T17:06:12.423Z" }, + { url = "https://files.pythonhosted.org/packages/e1/19/cc5bb2a3f2913d27d6dbb2c78d25921fabaedc6741d4a5a615a11f3c5bf3/numpy-2.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ab451b59c5643c570974c43aef780703ef1d3b4965d2be07afd530615a9358d1", size = 11772250, upload-time = "2026-07-04T17:06:15.726Z" }, + { url = "https://files.pythonhosted.org/packages/42/77/fdf34a71dd30f54979b18603bee915e0aaf825b07afe79acd60b04b691e2/numpy-2.5.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:78798bd5b9ad744056af8efa90e3b9ddaa53272a0848a483084a1cc0a13b2dc0", size = 5331516, upload-time = "2026-07-04T17:06:17.913Z" }, + { url = "https://files.pythonhosted.org/packages/ce/e2/eb7efa015b4cce41e2517bf182a7fce0d7d5b9d9ed76a29bfa0f4fe4505c/numpy-2.5.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:2ae0ca40bcb22d6ba59c1dfd5446f49940b0f2d821fde133f10dda11f816b84e", size = 6664863, upload-time = "2026-07-04T17:06:20.02Z" }, + { url = "https://files.pythonhosted.org/packages/a9/4b/a2b32dd94ee9ffbeecb28152240042a3949db33b1c834d44090b80e1b3b8/numpy-2.5.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:61ac47e772e6b8ea489e1d2f441a34c5c3ac17327e7ce294cbdf535795ad4e75", size = 15167977, upload-time = "2026-07-04T17:06:21.621Z" }, + { url = "https://files.pythonhosted.org/packages/b8/a9/6e73d68500f80773f65f0654ea932019d6694329a0eb0ed0533de38df376/numpy-2.5.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:59fda5e192b570217ec2580c96f00e9a7e12ef6866a900eb089b62c1a32545ca", size = 16672469, upload-time = "2026-07-04T17:06:24.064Z" }, + { url = "https://files.pythonhosted.org/packages/24/7d/ad3e59015135f5261c95fd4cafeff159c955febd83a99a1d9250c4233815/numpy-2.5.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f7119ebff1a9829e9f431a4f9d28e703023bb6b9fe7c8f724467dbfc27c94ab3", size = 16527531, upload-time = "2026-07-04T17:06:26.69Z" }, + { url = "https://files.pythonhosted.org/packages/83/d0/a39b2fbcde9cb17a1dac678f254b33a6336298af9df338824c685425d5e8/numpy-2.5.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e824c2acf8862052246be5a44c15da1777940c60d010dd2aab897824d9c430f9", size = 18431940, upload-time = "2026-07-04T17:06:29.521Z" }, + { url = "https://files.pythonhosted.org/packages/04/12/cff070947791c1ed425ff76413189adbdc2fbe215eba7ce7fa454a03c7f8/numpy-2.5.1-cp312-cp312-win32.whl", hash = "sha256:08d60c810432eb83360958dea0999ac4cfb94531ea8efcbf0b7f277c2068aeb2", size = 6066764, upload-time = "2026-07-04T17:06:32.571Z" }, + { url = "https://files.pythonhosted.org/packages/65/66/53f31807a48a750f9d748da273bc3fcedd12b27ff1f3e373bfec55ef2dc0/numpy-2.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:f7d60026c0bdb1380e83bfa7a0419c4577ee4b9a08880afcb6dadeb74c649fa2", size = 12430966, upload-time = "2026-07-04T17:06:34.926Z" }, + { url = "https://files.pythonhosted.org/packages/2b/2a/d1a88066b1c14186f5d3c0d18c94f17b064511982bab0578d49ee9d43c29/numpy-2.5.1-cp312-cp312-win_arm64.whl", hash = "sha256:17a25e09640602e10bc8de0e6fa2b3fd68eedd84ba6d7842dc8f32f9ab87bd0b", size = 10350488, upload-time = "2026-07-04T17:06:37.785Z" }, +] + +[[package]] +name = "nvidia-cublas-cu12" +version = "12.6.4.1" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/af/eb/ff4b8c503fa1f1796679dce648854d58751982426e4e4b37d6fce49d259c/nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:08ed2686e9875d01b58e3cb379c6896df8e76c75e0d4a7f7dace3d7b6d9ef8eb", size = 393138322, upload-time = "2024-11-20T17:40:25.65Z" }, +] + +[[package]] +name = "nvidia-cuda-cupti-cu12" +version = "12.6.80" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/49/60/7b6497946d74bcf1de852a21824d63baad12cd417db4195fc1bfe59db953/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6768bad6cab4f19e8292125e5f1ac8aa7d1718704012a0e3272a6f61c4bce132", size = 8917980, upload-time = "2024-11-20T17:36:04.019Z" }, + { url = "https://files.pythonhosted.org/packages/a5/24/120ee57b218d9952c379d1e026c4479c9ece9997a4fb46303611ee48f038/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73", size = 8917972, upload-time = "2024-10-01T16:58:06.036Z" }, +] + +[[package]] +name = "nvidia-cuda-nvrtc-cu12" +version = "12.6.77" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/75/2e/46030320b5a80661e88039f59060d1790298b4718944a65a7f2aeda3d9e9/nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:35b0cc6ee3a9636d5409133e79273ce1f3fd087abb0532d2d2e8fff1fe9efc53", size = 23650380, upload-time = "2024-10-01T17:00:14.643Z" }, +] + +[[package]] +name = "nvidia-cuda-runtime-cu12" +version = "12.6.77" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e1/23/e717c5ac26d26cf39a27fbc076240fad2e3b817e5889d671b67f4f9f49c5/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ba3b56a4f896141e25e19ab287cd71e52a6a0f4b29d0d31609f60e3b4d5219b7", size = 897690, upload-time = "2024-11-20T17:35:30.697Z" }, + { url = "https://files.pythonhosted.org/packages/f0/62/65c05e161eeddbafeca24dc461f47de550d9fa8a7e04eb213e32b55cfd99/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8", size = 897678, upload-time = "2024-10-01T16:57:33.821Z" }, +] + +[[package]] +name = "nvidia-cudnn-cu12" +version = "9.5.1.17" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "nvidia-cublas-cu12" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/2a/78/4535c9c7f859a64781e43c969a3a7e84c54634e319a996d43ef32ce46f83/nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:30ac3869f6db17d170e0e556dd6cc5eee02647abc31ca856634d5a40f82c15b2", size = 570988386, upload-time = "2024-10-25T19:54:26.39Z" }, +] + +[[package]] +name = "nvidia-cufft-cu12" +version = "11.3.0.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "nvidia-nvjitlink-cu12" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/8f/16/73727675941ab8e6ffd86ca3a4b7b47065edcca7a997920b831f8147c99d/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ccba62eb9cef5559abd5e0d54ceed2d9934030f51163df018532142a8ec533e5", size = 200221632, upload-time = "2024-11-20T17:41:32.357Z" }, + { url = "https://files.pythonhosted.org/packages/60/de/99ec247a07ea40c969d904fc14f3a356b3e2a704121675b75c366b694ee1/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.whl", hash = "sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca", size = 200221622, upload-time = "2024-10-01T17:03:58.79Z" }, +] + +[[package]] +name = "nvidia-cufile-cu12" +version = "1.11.1.6" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b2/66/cc9876340ac68ae71b15c743ddb13f8b30d5244af344ec8322b449e35426/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc23469d1c7e52ce6c1d55253273d32c565dd22068647f3aa59b3c6b005bf159", size = 1142103, upload-time = "2024-11-20T17:42:11.83Z" }, +] + +[[package]] +name = "nvidia-curand-cu12" +version = "10.3.7.77" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/73/1b/44a01c4e70933637c93e6e1a8063d1e998b50213a6b65ac5a9169c47e98e/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf", size = 56279010, upload-time = "2024-11-20T17:42:50.958Z" }, + { url = "https://files.pythonhosted.org/packages/4a/aa/2c7ff0b5ee02eaef890c0ce7d4f74bc30901871c5e45dee1ae6d0083cd80/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:99f1a32f1ac2bd134897fc7a203f779303261268a65762a623bf30cc9fe79117", size = 56279000, upload-time = "2024-10-01T17:04:45.274Z" }, +] + +[[package]] +name = "nvidia-cusolver-cu12" +version = "11.7.1.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "nvidia-cublas-cu12" }, + { name = "nvidia-cusparse-cu12" }, + { name = "nvidia-nvjitlink-cu12" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/f0/6e/c2cf12c9ff8b872e92b4a5740701e51ff17689c4d726fca91875b07f655d/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c", size = 158229790, upload-time = "2024-11-20T17:43:43.211Z" }, + { url = "https://files.pythonhosted.org/packages/9f/81/baba53585da791d043c10084cf9553e074548408e04ae884cfe9193bd484/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6cf28f17f64107a0c4d7802be5ff5537b2130bfc112f25d5a30df227058ca0e6", size = 158229780, upload-time = "2024-10-01T17:05:39.875Z" }, +] + +[[package]] +name = "nvidia-cusparse-cu12" +version = "12.5.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "nvidia-nvjitlink-cu12" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/06/1e/b8b7c2f4099a37b96af5c9bb158632ea9e5d9d27d7391d7eb8fc45236674/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7556d9eca156e18184b94947ade0fba5bb47d69cec46bf8660fd2c71a4b48b73", size = 216561367, upload-time = "2024-11-20T17:44:54.824Z" }, + { url = "https://files.pythonhosted.org/packages/43/ac/64c4316ba163e8217a99680c7605f779accffc6a4bcd0c778c12948d3707/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f", size = 216561357, upload-time = "2024-10-01T17:06:29.861Z" }, +] + +[[package]] +name = "nvidia-cusparselt-cu12" +version = "0.6.3" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3b/9a/72ef35b399b0e183bc2e8f6f558036922d453c4d8237dab26c666a04244b/nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:e5c8a26c36445dd2e6812f1177978a24e2d37cacce7e090f297a688d1ec44f46", size = 156785796, upload-time = "2024-10-15T21:29:17.709Z" }, +] + +[[package]] +name = "nvidia-nccl-cu12" +version = "2.26.2" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/67/ca/f42388aed0fddd64ade7493dbba36e1f534d4e6fdbdd355c6a90030ae028/nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:694cf3879a206553cc9d7dbda76b13efaf610fdb70a50cba303de1b0d1530ac6", size = 201319755, upload-time = "2025-03-13T00:29:55.296Z" }, +] + +[[package]] +name = "nvidia-nvjitlink-cu12" +version = "12.6.85" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9d/d7/c5383e47c7e9bf1c99d5bd2a8c935af2b6d705ad831a7ec5c97db4d82f4f/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a", size = 19744971, upload-time = "2024-11-20T17:46:53.366Z" }, +] + +[[package]] +name = "nvidia-nvtx-cu12" +version = "12.6.77" +source = { registry = "https://pypi.org/simple" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/56/9a/fff8376f8e3d084cd1530e1ef7b879bb7d6d265620c95c1b322725c694f4/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b90bed3df379fa79afbd21be8e04a0314336b8ae16768b58f2d34cb1d04cd7d2", size = 89276, upload-time = "2024-11-20T17:38:27.621Z" }, + { url = "https://files.pythonhosted.org/packages/9e/4e/0d0c945463719429b7bd21dece907ad0bde437a2ff12b9b12fee94722ab0/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1", size = 89265, upload-time = "2024-10-01T17:00:38.172Z" }, +] + +[[package]] +name = "packaging" +version = "26.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/f1/e7a6dd94a8d4a5626c03e4e99c87f241ba9e350cd9e6d75123f992427270/packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661", size = 228134, upload-time = "2026-04-24T20:15:23.917Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e", size = 100195, upload-time = "2026-04-24T20:15:22.081Z" }, +] + +[[package]] +name = "phonemizer" +version = "3.3.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "attrs" }, + { name = "dlinfo" }, + { name = "joblib" }, + { name = "segments" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/c4/ff/3574c55a71b42ad6944a5bf0a7d59f0251ea2ba47e51a5c4005e32e9145c/phonemizer-3.3.0.tar.gz", hash = "sha256:5e0c38122effe0b331a24e674aff256874ece169d70a9cf1120337b56f8e3d0c", size = 88564, upload-time = "2024-08-01T14:29:50.299Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b6/23/e8d67c2052e132181c4c9027c2d8ed9e37e8acb27acfc13ed2d0c41ed850/phonemizer-3.3.0-py3-none-any.whl", hash = "sha256:17afaa98691fe73b025dd8d8727b0e67cc376c5e7ee27590853e457fb3f43602", size = 103800, upload-time = "2024-08-01T14:29:47.572Z" }, +] + +[[package]] +name = "protobuf" +version = "7.35.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/da/01/9ef0afd7999eb9badb3a768b4aedd78c86d4c65cfaf1958ab276199e76b4/protobuf-7.35.1.tar.gz", hash = "sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a", size = 458717, upload-time = "2026-06-11T21:55:40.257Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/03/8aeeb7458d22546bf64b5250ca1daeb5ff757d900e8e4a7476c6f0db843e/protobuf-7.35.1-cp310-abi3-macosx_10_9_universal2.whl", hash = "sha256:24f857477359a85c0c235261b8ba905fd51b2562f4a64ca1df5473f29850cbf6", size = 433226, upload-time = "2026-06-11T21:55:31.719Z" }, + { url = "https://files.pythonhosted.org/packages/37/4b/dfb89eb0e652a1ff073c39a59fb5e3a83cfe9b57a2c83fa6d78270101767/protobuf-7.35.1-cp310-abi3-manylinux2014_aarch64.whl", hash = "sha256:11d6b0ec246892d85215b0a13ca6e0233cf5284b68f0ac02646427f4ff88a799", size = 328847, upload-time = "2026-06-11T21:55:34.035Z" }, + { url = "https://files.pythonhosted.org/packages/0f/58/dc12f2cd484951524af6e3382c785869b9b3fb5e52ee95ae23add53ee8f9/protobuf-7.35.1-cp310-abi3-manylinux2014_s390x.whl", hash = "sha256:b73f9489a4b8b1c9cb1f8ed951c736392592edb24b9d6819f36d2e10b171d5b4", size = 344030, upload-time = "2026-06-11T21:55:34.941Z" }, + { url = "https://files.pythonhosted.org/packages/e4/be/5b3cfe508bfab6761414ff944e3366eb13be4fd71efcd69450f89ba39f43/protobuf-7.35.1-cp310-abi3-manylinux2014_x86_64.whl", hash = "sha256:74758715c53d7158fb76caf4f0cfdacc5329a4b1bb994f865d6cf302d413a1c4", size = 327130, upload-time = "2026-06-11T21:55:35.921Z" }, + { url = "https://files.pythonhosted.org/packages/d8/bc/6d6c7ba8709c85f8f2c390b2b118d6fb08a783676a572271851bf45a7d22/protobuf-7.35.1-cp310-abi3-win32.whl", hash = "sha256:353652e4efd0bca5b5fc2656abf8307ef351f0cf938c9eba09f0e09c20a25c30", size = 428945, upload-time = "2026-06-11T21:55:37.034Z" }, + { url = "https://files.pythonhosted.org/packages/0a/19/8d0cb6f20a1ef7b18f1c8986ad5783f22f84cce39c6ce9a6e645ea55192e/protobuf-7.35.1-cp310-abi3-win_amd64.whl", hash = "sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87", size = 439996, upload-time = "2026-06-11T21:55:38.123Z" }, + { url = "https://files.pythonhosted.org/packages/19/c7/5f7c636ec43e0c545e28d1f1db71990108306f7bdcb89f069ba97e428e7f/protobuf-7.35.1-py3-none-any.whl", hash = "sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9", size = 171659, upload-time = "2026-06-11T21:55:39.155Z" }, +] + +[[package]] +name = "pyaml" +version = "26.7.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pyyaml" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/15/6a/acfdf17de0d6947b419da8696e02b781b18de2cf49e0472298b50e1f0711/pyaml-26.7.0.tar.gz", hash = "sha256:11cda3a796efc6dbce0d56836be56cfd26289dad07bcd78e9904086729929c93", size = 30669, upload-time = "2026-07-04T00:34:38.532Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a6/26/3f05f9e3692853dff663913d5d62fb8df3f5640c8d70b06588c0b51ed953/pyaml-26.7.0-py3-none-any.whl", hash = "sha256:cfa382780c43ae660669b87d394d550a41856ef175f5749f51f753e12d7077ac", size = 27226, upload-time = "2026-07-04T00:34:37.198Z" }, +] + +[[package]] +name = "pycparser" +version = "3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1b/7d/92392ff7815c21062bea51aa7b87d45576f649f16458d78b7cf94b9ab2e6/pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29", size = 103492, upload-time = "2026-01-21T14:26:51.89Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992", size = 48172, upload-time = "2026-01-21T14:26:50.693Z" }, +] + +[[package]] +name = "pyparsing" +version = "3.3.2" +source = { registry = "https://pypi.org/simple" } +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 = "python-dateutil" +version = "2.9.0.post0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "six" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, +] + +[[package]] +name = "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/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" }, +] + +[[package]] +name = "rdflib" +version = "7.6.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "isodate", marker = "python_full_version < '3.11'" }, + { name = "pyparsing" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/f5/18bb77b7af9526add0c727a3b2048959847dc5fb030913e2918bf384fec3/rdflib-7.6.0.tar.gz", hash = "sha256:6c831288d5e4a5a7ece85d0ccde9877d512a3d0f02d7c06455d00d6d0ea379df", size = 4943826, upload-time = "2026-02-13T07:15:55.938Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/c2/6604a71269e0c1bd75656d5a001432d16f2cc5b8c057140ec797155c295e/rdflib-7.6.0-py3-none-any.whl", hash = "sha256:30c0a3ebf4c0e09215f066be7246794b6492e054e782d7ac2a34c9f70a15e0dd", size = 615416, upload-time = "2026-02-13T07:15:46.487Z" }, +] + +[[package]] +name = "referencing" +version = "0.37.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "attrs" }, + { name = "rpds-py", version = "0.30.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "rpds-py", version = "2026.6.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/22/f5/df4e9027acead3ecc63e50fe1e36aca1523e1719559c499951bb4b53188f/referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8", size = 78036, upload-time = "2025-10-13T15:30:48.871Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231", size = 26766, upload-time = "2025-10-13T15:30:47.625Z" }, +] + +[[package]] +name = "regex" +version = "2026.7.19" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/20/98/04b13f1ddfb63158025291c02e03eb42fbb7acb51d091d541050eb4e35e8/regex-2026.7.19.tar.gz", hash = "sha256:7e77b324909c1617cbb4c668677e2c6ae13f44d7c1de0d4f15f2e3c10f3315b5", size = 416440, upload-time = "2026-07-19T00:19:48.923Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/24/13/bbf7d9d1887fe4a3693527c6caa232c197ea9da91f1212e9672eff60329d/regex-2026.7.19-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:555497390743af1a65045fa4527782d10ff5b88970359412baa4a1e628fe393b", size = 494009, upload-time = "2026-07-19T00:16:13.602Z" }, + { url = "https://files.pythonhosted.org/packages/a3/19/783688e75a2bec15d50aec0d5e7e317d363808bc82a6eb6750b897bfcd7b/regex-2026.7.19-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:343a4504e3fb688c47cad451221ca5d4814f42b1e16c0065bde9cbf7f473bd52", size = 295287, upload-time = "2026-07-19T00:16:15.702Z" }, + { url = "https://files.pythonhosted.org/packages/16/01/cefe4f051302ca298d3f3e79ed6dbd933ac84485b9515acdd6a52d70cef7/regex-2026.7.19-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ebee1ee89c39c953baac6924fcde08c5bb427c4057510862f9d7c7bdb3d8665", size = 290633, upload-time = "2026-07-19T00:16:17.182Z" }, + { url = "https://files.pythonhosted.org/packages/ae/1e/1045ca2cabb12e8ec41ad0d138e9f3ff1eb079d30a6f51ccf7d709b44aad/regex-2026.7.19-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:062f8cb7a9739c4835d22bd96f370c59aba89f257adcfa53be3cc209e08d3ae0", size = 785300, upload-time = "2026-07-19T00:16:18.505Z" }, + { url = "https://files.pythonhosted.org/packages/d5/4a/20e5bca184e90bf1bd187efdb53363f4a7b7b34f01d54ced5740caf104bd/regex-2026.7.19-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1123ef4211d763ee771d47916a1596e2f4915794f7aabdc1adcb20e4249a6951", size = 854079, upload-time = "2026-07-19T00:16:19.909Z" }, + { url = "https://files.pythonhosted.org/packages/09/9b/5a2e59678be3b24aa6a42b2c6d66a48daa212593e9f4096fe7ba577fa9b1/regex-2026.7.19-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6e44c0e7c5664be20aee92085153150c0a7967310a73a43c0f832b7cd35d0dd3", size = 899496, upload-time = "2026-07-19T00:16:21.453Z" }, + { url = "https://files.pythonhosted.org/packages/48/9a/7317f14ed8ed9fd998d1978b4802b07bc4d79216353c435dbcc1ddd1301f/regex-2026.7.19-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:98c6ac18480fcdb33f35439183f1d2e79760ab41930309c6d951cb1f8e46694c", size = 793541, upload-time = "2026-07-19T00:16:22.991Z" }, + { url = "https://files.pythonhosted.org/packages/6f/53/833c2db3e274d3c191f4c42fe5bfa358e4c8b617d5d7312d31334965fc46/regex-2026.7.19-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4458124d71339f505bf1fb94f69fd1bb8fa9d2481eebfef27c10ef4f2b9e12f6", size = 785515, upload-time = "2026-07-19T00:16:24.654Z" }, + { url = "https://files.pythonhosted.org/packages/8d/b9/efb2f9fa151d71db09d4015e1fb92fee47416f01c12164836bbd23e2f3c2/regex-2026.7.19-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fbf300e2070bb35038660b3be1be4b91b0024edb41517e6996320b49b92b4175", size = 769556, upload-time = "2026-07-19T00:16:26.207Z" }, + { url = "https://files.pythonhosted.org/packages/81/4d/45610c263f8eadb84e4a1fabd904d81d5176226faa9104ef498bf8a8b285/regex-2026.7.19-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b2b506b1788df5fecd270a10d5e70a95fe77b87ea2b370a318043f6f5f817ee6", size = 774130, upload-time = "2026-07-19T00:16:27.786Z" }, + { url = "https://files.pythonhosted.org/packages/40/95/1b40d87c7a9e5480bec7a87bce9fd67fc3f14b5f106c8ee66d660249072f/regex-2026.7.19-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:52579c60a6078be70a0e49c81d6e56d677f34cd439af281a0083b8c7bc75c095", size = 848694, upload-time = "2026-07-19T00:16:29.412Z" }, + { url = "https://files.pythonhosted.org/packages/17/8b/bb45968addd5b394ef9cd9184bd9c65ade1a819dbb2b92b71ad52a0c7907/regex-2026.7.19-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:2955907b7157a6660f27079edf7e0229e9c9c5325c77a2ef6a890cba91efa6f0", size = 758505, upload-time = "2026-07-19T00:16:31.006Z" }, + { url = "https://files.pythonhosted.org/packages/bf/6f/33386c672fbf43e21602135a0f29a97ee251a483f007fe51d10e9b2dbc93/regex-2026.7.19-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:89dfee3319f5ae3f75ebd5c2445a809bb320252ba5529ffdafea4ef25d79cf1a", size = 836985, upload-time = "2026-07-19T00:16:32.459Z" }, + { url = "https://files.pythonhosted.org/packages/22/f1/9112b86e9bb075619862e8e42b604794389f1958faa68fb69bde505dd90e/regex-2026.7.19-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d3143f159261b1ce5b24c261c590e5913370c3200c5e9ebbb92b5aa5e111902", size = 782610, upload-time = "2026-07-19T00:16:33.857Z" }, + { url = "https://files.pythonhosted.org/packages/3a/f9/13d460d8a385ca0b0be9e6be80a90968b9293b3e30895543ad2d1d1653e4/regex-2026.7.19-cp310-cp310-win32.whl", hash = "sha256:64729333167c2dcaaa56a331d40ee097bd9c5617ffd51dabb09eaddafb1b532e", size = 266772, upload-time = "2026-07-19T00:16:35.194Z" }, + { url = "https://files.pythonhosted.org/packages/9f/90/29addd7a03e1aea402c1f31467e25c80caabc8c3735b88a23cf73b0aa9c2/regex-2026.7.19-cp310-cp310-win_amd64.whl", hash = "sha256:1c398716054621aa300b3d411f467dda903806c5da0df6945ab73982b8d115db", size = 277967, upload-time = "2026-07-19T00:16:36.847Z" }, + { url = "https://files.pythonhosted.org/packages/8c/ba/ecfce06fe66c122bc6f77ae284887a9282e4411fe1e6268c5266611ca054/regex-2026.7.19-cp310-cp310-win_arm64.whl", hash = "sha256:064f1760a5a4ade65c5419be23e782f29147528e8a66e0c42dd4cedb8d4e9fc6", size = 276963, upload-time = "2026-07-19T00:16:38.315Z" }, + { url = "https://files.pythonhosted.org/packages/05/e5/cef4de2bac939280b68d32adc659478845238a8274f2f79c465063f590ad/regex-2026.7.19-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ac777001cdfc28b72477d93c8564bb7583081ea8fb45cdca3d568e0a4f87183c", size = 494012, upload-time = "2026-07-19T00:16:39.927Z" }, + { url = "https://files.pythonhosted.org/packages/ff/87/e86f51eb117457bb7803132ffe5cb6e2841e2b5bea4cc85d397f3c6e257d/regex-2026.7.19-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:59787bd5f8c70aa339084e961d2996b53fbdeab4d5393bba5c1fe1fc32e02bae", size = 295281, upload-time = "2026-07-19T00:16:41.433Z" }, + { url = "https://files.pythonhosted.org/packages/41/2e/2360c41d8080a3d9ec7e5c90fad6eab3b50192869d10e9a5609e48c8177b/regex-2026.7.19-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:90c633e7e8d6bf4e992b8b36ce69e018f834b641dd6de8cea6d78c06ffa119c5", size = 290615, upload-time = "2026-07-19T00:16:43.058Z" }, + { url = "https://files.pythonhosted.org/packages/cf/69/b65ba4344efbc771b28fe5dde84cbbb6c8f9551165952fe78def5b9dde6a/regex-2026.7.19-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:87ccab0db8d5f4fbb0272642113c1adb2ffc698c16d3a0944580222331fa7a20", size = 791804, upload-time = "2026-07-19T00:16:44.662Z" }, + { url = "https://files.pythonhosted.org/packages/81/b6/a40dfa0dc6224b36f620c00296eacc830489cbf8c2837b6750dfe6170375/regex-2026.7.19-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9e50d748a32da622f256e8d505867f5d3c43a837c6a9f0efb149655fadd1042a", size = 861723, upload-time = "2026-07-19T00:16:46.412Z" }, + { url = "https://files.pythonhosted.org/packages/e3/02/735991dee71abd83196a7962f7ed8bf5aa05720ff06e2d3ff896a85e2bbb/regex-2026.7.19-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:bf1516fe58fc104f39b2d1dbe2d5e27d0cd45c4be2e42ba6ee0cc763701ec3c7", size = 905932, upload-time = "2026-07-19T00:16:47.956Z" }, + { url = "https://files.pythonhosted.org/packages/45/6c/e7098d8b846ccdbf431d8c081b61e496526a27a28094ed09e0dce21b3f54/regex-2026.7.19-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:09f3e5287f94f17b709dc9a9e70865855feee835c861613be144218ce4ca82cc", size = 801407, upload-time = "2026-07-19T00:16:49.43Z" }, + { url = "https://files.pythonhosted.org/packages/8a/18/34b69274e2649bcc7d9b089c2b2983fb2632d8ecf667e359593be9072e79/regex-2026.7.19-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6383cd2ed53a646c659ba1fe65727db76437fdaa069e697a0b44a51d5843d864", size = 774448, upload-time = "2026-07-19T00:16:51.352Z" }, + { url = "https://files.pythonhosted.org/packages/bb/e6/0a72247d025585fd3800b98e040b84d562a88af6303347100484849f4f01/regex-2026.7.19-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:09d3007fc76249a83cdd33de160d50e6cb77f54e09d8fa9e7148e10607ce24af", size = 783297, upload-time = "2026-07-19T00:16:53.071Z" }, + { url = "https://files.pythonhosted.org/packages/b1/aa/c4f65ae7dd02a36b323a70c4cff326e1f3442361aaebc9311100a130d54f/regex-2026.7.19-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:6f8c6e7a1cfa3dc9d0ee2de0e65e834537fa29992cc3976ffec914afc35c5dd5", size = 854736, upload-time = "2026-07-19T00:16:54.607Z" }, + { url = "https://files.pythonhosted.org/packages/62/c3/668082bcc817b9e694189b84997aeba7385b7779faa6711788679c482e35/regex-2026.7.19-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:b2ea4a3e8357be8849e833beeae757ac3c7a6b3fc055c03c808a53c91ad30d82", size = 763298, upload-time = "2026-07-19T00:16:56.289Z" }, + { url = "https://files.pythonhosted.org/packages/4b/fb/2d07ad555e7af88aa5f867fdafa47a8d945ee237c20af3ebceb46a820835/regex-2026.7.19-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:80115dd39481fd3a4b4080220799dbcacb921a844de4b827264ececacbe17c78", size = 844430, upload-time = "2026-07-19T00:16:57.933Z" }, + { url = "https://files.pythonhosted.org/packages/51/15/c82a471fe3dce56f03745635b43aa456c40dc0db089e07ef148b331507d1/regex-2026.7.19-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d6ce43a0269d68cee79a7d1ade7def53c20f8f2a047b92d7b5d5bcc73ae88327", size = 789683, upload-time = "2026-07-19T00:16:59.583Z" }, + { url = "https://files.pythonhosted.org/packages/b5/f4/7532a2c59d56f5398902c20de60f0c9a5d1cd364e42a051b48e1b210be7b/regex-2026.7.19-cp311-cp311-win32.whl", hash = "sha256:9be2a6647740dd3cca6acb24e87f03d7632cd280dbce9bbe40c26353a215a45d", size = 266778, upload-time = "2026-07-19T00:17:01.032Z" }, + { url = "https://files.pythonhosted.org/packages/83/2b/cf1bc631db154eb95520d9d5dbc2371ff77a0f014bbf7d748fed8496aa63/regex-2026.7.19-cp311-cp311-win_amd64.whl", hash = "sha256:8d3469c91dd92ee41b7c95280edbd975ef1ba9195086686623a1c6e8935ce965", size = 277983, upload-time = "2026-07-19T00:17:02.571Z" }, + { url = "https://files.pythonhosted.org/packages/8d/bd/56ceaf170e875d5a6761bf2bfd0d040f1cacc896850d5e40cb29b11bbd06/regex-2026.7.19-cp311-cp311-win_arm64.whl", hash = "sha256:36aacfb15faaff3ced55afbf35ec72f50d4aee22082c4f7fe0573a33e2fca92e", size = 276961, upload-time = "2026-07-19T00:17:04.135Z" }, + { url = "https://files.pythonhosted.org/packages/3b/b9/d11d7e501ac8fd7d617684423ebb9561e0b998481c1e4cbc0cb212c5d74a/regex-2026.7.19-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:2cc3460cedf7579948486eab03bc9ad7089df4d7281c0f47f4afe03e8d13f02d", size = 496778, upload-time = "2026-07-19T00:17:05.677Z" }, + { url = "https://files.pythonhosted.org/packages/3f/a9/a5ab6f312f24318019170dc485d5421fe4f89e43a98640da50d95a8a7041/regex-2026.7.19-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:0e9554c8785eac5cffe6300f69a91f58ba72bc88a5f8d661235ad7c6aa5b8ccd", size = 297122, upload-time = "2026-07-19T00:17:07.59Z" }, + { url = "https://files.pythonhosted.org/packages/b3/63/4cab4d7f2d384a144d420b763d97674cb70619c878ea6fcd7640d0e62143/regex-2026.7.19-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d7da47a0f248977f08e2cb659ff3c17ddc13a4d39b3a7baa0a81bf5b415430f6", size = 292009, upload-time = "2026-07-19T00:17:09.648Z" }, + { url = "https://files.pythonhosted.org/packages/22/85/102a81b218298957d4ea7d2f084fae537a71add9d6ff93c8e67284c5f45e/regex-2026.7.19-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:93db40c8de0815baab96a06e08a984bac71f989d13bab789e382158c5d426797", size = 796708, upload-time = "2026-07-19T00:17:11.542Z" }, + { url = "https://files.pythonhosted.org/packages/78/b5/dc136af5629938a037cd2b304c12240e132ec92f38be8ff9cc89af2a1f2d/regex-2026.7.19-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:66bd62c59a5427746e8c44becae1d9b99d22fb13f30f492083dfb9ad7c45cc18", size = 865651, upload-time = "2026-07-19T00:17:13.312Z" }, + { url = "https://files.pythonhosted.org/packages/e0/75/67402ae3cd9c8c988a4c805d15ee3eef015e7ca4cb112cf3e640fc1f4153/regex-2026.7.19-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1649eb39fcc9ea80c4d2f110fde2b8ab2aef3877b98f02ab9b14e961f418c511", size = 911756, upload-time = "2026-07-19T00:17:15.015Z" }, + { url = "https://files.pythonhosted.org/packages/2a/8e/096d00c7c480ef2ff4265349b14e2261d4ab787ba1f74e2e80d1c58079c3/regex-2026.7.19-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9dce8ec9695f531a1b8a6f314fd4b393adcccf2ea861db480cdf97a301d01a68", size = 801798, upload-time = "2026-07-19T00:17:17.208Z" }, + { url = "https://files.pythonhosted.org/packages/f0/41/e7ecac6edb5722417f85cc67eaf386322fbe8acf6918ec2fdc37c20dd9d0/regex-2026.7.19-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:3080a7fd38ef049bd489e01c970c97dd84ff446a885b0f1f6b26d9b1ad13ce11", size = 776933, upload-time = "2026-07-19T00:17:19.347Z" }, + { url = "https://files.pythonhosted.org/packages/6f/69/03c9b3f058d66403e0ca2c938696e81d51cd4c6d47ec5265f02f96948d9a/regex-2026.7.19-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1d793a7988e04fcb1e2e135567443d82173225d657419ec09414a9b5a145b986", size = 784338, upload-time = "2026-07-19T00:17:21.057Z" }, + { url = "https://files.pythonhosted.org/packages/f6/f7/b38ab3d43f284afbb618fcd15d0e77eb786ae461ce1f6bc7494619ddc0f2/regex-2026.7.19-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:e8b0abe7d870f53ca5143895fef7d1041a0c831a140d3dc2c760dd7ba25d4a8b", size = 860452, upload-time = "2026-07-19T00:17:23.119Z" }, + { url = "https://files.pythonhosted.org/packages/15/5c/ff60ef0571121714f3cf9920bc183071e384a10b556d042e0fdb06cc07a5/regex-2026.7.19-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:4e5413bd5f13d3a4e3539ca98f70f75e7fca92518dd7f117f030ebedd10b60cb", size = 765958, upload-time = "2026-07-19T00:17:24.81Z" }, + { url = "https://files.pythonhosted.org/packages/aa/0f/bd34021162c0ab47f9a315bd56cd5642e920c8e5668a75ef6c6a6fca590d/regex-2026.7.19-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:73b133a9e6fb512858e7f065e96f1180aa46646bc74a83aea62f1d314f3dd035", size = 851765, upload-time = "2026-07-19T00:17:26.993Z" }, + { url = "https://files.pythonhosted.org/packages/2a/20/a2ca43edade0595cccfdc98636739f536d9e26898e7dbddc2b9e98898953/regex-2026.7.19-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dbe6493fbd27321b1d1f2dd4f5c7e5bd4d8b1d7cab7f32fd67db3d0b2ed8248a", size = 789714, upload-time = "2026-07-19T00:17:28.699Z" }, + { url = "https://files.pythonhosted.org/packages/5d/47/e02db4015d424fc83c00ea0ac8c5e5ec14397943de9abf909d5ce3a25931/regex-2026.7.19-cp312-cp312-win32.whl", hash = "sha256:ddd67571c10869f65a5d7dde536d1e066e306cc90de57d7de4d5f34802428bb5", size = 267157, upload-time = "2026-07-19T00:17:31.051Z" }, + { url = "https://files.pythonhosted.org/packages/08/8e/c780c131f79b42ed22d1bd7da4096c2c35f813e835acd02ef0f018bd892c/regex-2026.7.19-cp312-cp312-win_amd64.whl", hash = "sha256:e30d40268a28d54ce0437031750497004c22602b8e3ab891f759b795a003b312", size = 277777, upload-time = "2026-07-19T00:17:32.848Z" }, + { url = "https://files.pythonhosted.org/packages/3e/4c/e4d7e086449bdf379d89774bf1f89dc4a41943f3c5a6125a03905b34b5fb/regex-2026.7.19-cp312-cp312-win_arm64.whl", hash = "sha256:de9208bb427130c82a5dbfd104f92c8876fc9559278c880b3002755bbbe9c83d", size = 277136, upload-time = "2026-07-19T00:17:34.803Z" }, +] + +[[package]] +name = "rfc3986" +version = "1.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/79/30/5b1b6c28c105629cc12b33bdcbb0b11b5bb1880c6cfbd955f9e792921aa8/rfc3986-1.5.0.tar.gz", hash = "sha256:270aaf10d87d0d4e095063c65bf3ddbc6ee3d0b226328ce21e036f946e421835", size = 49378, upload-time = "2021-05-07T23:29:27.183Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c4/e5/63ca2c4edf4e00657584608bee1001302bbf8c5f569340b78304f2f446cb/rfc3986-1.5.0-py2.py3-none-any.whl", hash = "sha256:a86d6e1f5b1dc238b218b012df0aa79409667bb209e58da56d0b94704e712a97", size = 31976, upload-time = "2021-05-07T23:29:25.611Z" }, +] + +[[package]] +name = "rpds-py" +version = "0.30.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +sdist = { url = "https://files.pythonhosted.org/packages/20/af/3f2f423103f1113b36230496629986e0ef7e199d2aa8392452b484b38ced/rpds_py-0.30.0.tar.gz", hash = "sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84", size = 69469, upload-time = "2025-11-30T20:24:38.837Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/06/0c/0c411a0ec64ccb6d104dcabe0e713e05e153a9a2c3c2bd2b32ce412166fe/rpds_py-0.30.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288", size = 370490, upload-time = "2025-11-30T20:21:33.256Z" }, + { url = "https://files.pythonhosted.org/packages/19/6a/4ba3d0fb7297ebae71171822554abe48d7cab29c28b8f9f2c04b79988c05/rpds_py-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00", size = 359751, upload-time = "2025-11-30T20:21:34.591Z" }, + { url = "https://files.pythonhosted.org/packages/cd/7c/e4933565ef7f7a0818985d87c15d9d273f1a649afa6a52ea35ad011195ea/rpds_py-0.30.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6", size = 389696, upload-time = "2025-11-30T20:21:36.122Z" }, + { url = "https://files.pythonhosted.org/packages/5e/01/6271a2511ad0815f00f7ed4390cf2567bec1d4b1da39e2c27a41e6e3b4de/rpds_py-0.30.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7", size = 403136, upload-time = "2025-11-30T20:21:37.728Z" }, + { url = "https://files.pythonhosted.org/packages/55/64/c857eb7cd7541e9b4eee9d49c196e833128a55b89a9850a9c9ac33ccf897/rpds_py-0.30.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324", size = 524699, upload-time = "2025-11-30T20:21:38.92Z" }, + { url = "https://files.pythonhosted.org/packages/9c/ed/94816543404078af9ab26159c44f9e98e20fe47e2126d5d32c9d9948d10a/rpds_py-0.30.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df", size = 412022, upload-time = "2025-11-30T20:21:40.407Z" }, + { url = "https://files.pythonhosted.org/packages/61/b5/707f6cf0066a6412aacc11d17920ea2e19e5b2f04081c64526eb35b5c6e7/rpds_py-0.30.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3", size = 390522, upload-time = "2025-11-30T20:21:42.17Z" }, + { url = "https://files.pythonhosted.org/packages/13/4e/57a85fda37a229ff4226f8cbcf09f2a455d1ed20e802ce5b2b4a7f5ed053/rpds_py-0.30.0-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221", size = 404579, upload-time = "2025-11-30T20:21:43.769Z" }, + { url = "https://files.pythonhosted.org/packages/f9/da/c9339293513ec680a721e0e16bf2bac3db6e5d7e922488de471308349bba/rpds_py-0.30.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7", size = 421305, upload-time = "2025-11-30T20:21:44.994Z" }, + { url = "https://files.pythonhosted.org/packages/f9/be/522cb84751114f4ad9d822ff5a1aa3c98006341895d5f084779b99596e5c/rpds_py-0.30.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff", size = 572503, upload-time = "2025-11-30T20:21:46.91Z" }, + { url = "https://files.pythonhosted.org/packages/a2/9b/de879f7e7ceddc973ea6e4629e9b380213a6938a249e94b0cdbcc325bb66/rpds_py-0.30.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7", size = 598322, upload-time = "2025-11-30T20:21:48.709Z" }, + { url = "https://files.pythonhosted.org/packages/48/ac/f01fc22efec3f37d8a914fc1b2fb9bcafd56a299edbe96406f3053edea5a/rpds_py-0.30.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139", size = 560792, upload-time = "2025-11-30T20:21:50.024Z" }, + { url = "https://files.pythonhosted.org/packages/e2/da/4e2b19d0f131f35b6146425f846563d0ce036763e38913d917187307a671/rpds_py-0.30.0-cp310-cp310-win32.whl", hash = "sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464", size = 221901, upload-time = "2025-11-30T20:21:51.32Z" }, + { url = "https://files.pythonhosted.org/packages/96/cb/156d7a5cf4f78a7cc571465d8aec7a3c447c94f6749c5123f08438bcf7bc/rpds_py-0.30.0-cp310-cp310-win_amd64.whl", hash = "sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169", size = 235823, upload-time = "2025-11-30T20:21:52.505Z" }, + { url = "https://files.pythonhosted.org/packages/4d/6e/f964e88b3d2abee2a82c1ac8366da848fce1c6d834dc2132c3fda3970290/rpds_py-0.30.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425", size = 370157, upload-time = "2025-11-30T20:21:53.789Z" }, + { url = "https://files.pythonhosted.org/packages/94/ba/24e5ebb7c1c82e74c4e4f33b2112a5573ddc703915b13a073737b59b86e0/rpds_py-0.30.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d", size = 359676, upload-time = "2025-11-30T20:21:55.475Z" }, + { url = "https://files.pythonhosted.org/packages/84/86/04dbba1b087227747d64d80c3b74df946b986c57af0a9f0c98726d4d7a3b/rpds_py-0.30.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4", size = 389938, upload-time = "2025-11-30T20:21:57.079Z" }, + { url = "https://files.pythonhosted.org/packages/42/bb/1463f0b1722b7f45431bdd468301991d1328b16cffe0b1c2918eba2c4eee/rpds_py-0.30.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f", size = 402932, upload-time = "2025-11-30T20:21:58.47Z" }, + { url = "https://files.pythonhosted.org/packages/99/ee/2520700a5c1f2d76631f948b0736cdf9b0acb25abd0ca8e889b5c62ac2e3/rpds_py-0.30.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4", size = 525830, upload-time = "2025-11-30T20:21:59.699Z" }, + { url = "https://files.pythonhosted.org/packages/e0/ad/bd0331f740f5705cc555a5e17fdf334671262160270962e69a2bdef3bf76/rpds_py-0.30.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97", size = 412033, upload-time = "2025-11-30T20:22:00.991Z" }, + { url = "https://files.pythonhosted.org/packages/f8/1e/372195d326549bb51f0ba0f2ecb9874579906b97e08880e7a65c3bef1a99/rpds_py-0.30.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89", size = 390828, upload-time = "2025-11-30T20:22:02.723Z" }, + { url = "https://files.pythonhosted.org/packages/ab/2b/d88bb33294e3e0c76bc8f351a3721212713629ffca1700fa94979cb3eae8/rpds_py-0.30.0-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d", size = 404683, upload-time = "2025-11-30T20:22:04.367Z" }, + { url = "https://files.pythonhosted.org/packages/50/32/c759a8d42bcb5289c1fac697cd92f6fe01a018dd937e62ae77e0e7f15702/rpds_py-0.30.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038", size = 421583, upload-time = "2025-11-30T20:22:05.814Z" }, + { url = "https://files.pythonhosted.org/packages/2b/81/e729761dbd55ddf5d84ec4ff1f47857f4374b0f19bdabfcf929164da3e24/rpds_py-0.30.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7", size = 572496, upload-time = "2025-11-30T20:22:07.713Z" }, + { url = "https://files.pythonhosted.org/packages/14/f6/69066a924c3557c9c30baa6ec3a0aa07526305684c6f86c696b08860726c/rpds_py-0.30.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed", size = 598669, upload-time = "2025-11-30T20:22:09.312Z" }, + { url = "https://files.pythonhosted.org/packages/5f/48/905896b1eb8a05630d20333d1d8ffd162394127b74ce0b0784ae04498d32/rpds_py-0.30.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85", size = 561011, upload-time = "2025-11-30T20:22:11.309Z" }, + { url = "https://files.pythonhosted.org/packages/22/16/cd3027c7e279d22e5eb431dd3c0fbc677bed58797fe7581e148f3f68818b/rpds_py-0.30.0-cp311-cp311-win32.whl", hash = "sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c", size = 221406, upload-time = "2025-11-30T20:22:13.101Z" }, + { url = "https://files.pythonhosted.org/packages/fa/5b/e7b7aa136f28462b344e652ee010d4de26ee9fd16f1bfd5811f5153ccf89/rpds_py-0.30.0-cp311-cp311-win_amd64.whl", hash = "sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825", size = 236024, upload-time = "2025-11-30T20:22:14.853Z" }, + { url = "https://files.pythonhosted.org/packages/14/a6/364bba985e4c13658edb156640608f2c9e1d3ea3c81b27aa9d889fff0e31/rpds_py-0.30.0-cp311-cp311-win_arm64.whl", hash = "sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229", size = 229069, upload-time = "2025-11-30T20:22:16.577Z" }, + { url = "https://files.pythonhosted.org/packages/03/e7/98a2f4ac921d82f33e03f3835f5bf3a4a40aa1bfdc57975e74a97b2b4bdd/rpds_py-0.30.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad", size = 375086, upload-time = "2025-11-30T20:22:17.93Z" }, + { url = "https://files.pythonhosted.org/packages/4d/a1/bca7fd3d452b272e13335db8d6b0b3ecde0f90ad6f16f3328c6fb150c889/rpds_py-0.30.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05", size = 359053, upload-time = "2025-11-30T20:22:19.297Z" }, + { url = "https://files.pythonhosted.org/packages/65/1c/ae157e83a6357eceff62ba7e52113e3ec4834a84cfe07fa4b0757a7d105f/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28", size = 390763, upload-time = "2025-11-30T20:22:21.661Z" }, + { url = "https://files.pythonhosted.org/packages/d4/36/eb2eb8515e2ad24c0bd43c3ee9cd74c33f7ca6430755ccdb240fd3144c44/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd", size = 408951, upload-time = "2025-11-30T20:22:23.408Z" }, + { url = "https://files.pythonhosted.org/packages/d6/65/ad8dc1784a331fabbd740ef6f71ce2198c7ed0890dab595adb9ea2d775a1/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f", size = 514622, upload-time = "2025-11-30T20:22:25.16Z" }, + { url = "https://files.pythonhosted.org/packages/63/8e/0cfa7ae158e15e143fe03993b5bcd743a59f541f5952e1546b1ac1b5fd45/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1", size = 414492, upload-time = "2025-11-30T20:22:26.505Z" }, + { url = "https://files.pythonhosted.org/packages/60/1b/6f8f29f3f995c7ffdde46a626ddccd7c63aefc0efae881dc13b6e5d5bb16/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23", size = 394080, upload-time = "2025-11-30T20:22:27.934Z" }, + { url = "https://files.pythonhosted.org/packages/6d/d5/a266341051a7a3ca2f4b750a3aa4abc986378431fc2da508c5034d081b70/rpds_py-0.30.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6", size = 408680, upload-time = "2025-11-30T20:22:29.341Z" }, + { url = "https://files.pythonhosted.org/packages/10/3b/71b725851df9ab7a7a4e33cf36d241933da66040d195a84781f49c50490c/rpds_py-0.30.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51", size = 423589, upload-time = "2025-11-30T20:22:31.469Z" }, + { url = "https://files.pythonhosted.org/packages/00/2b/e59e58c544dc9bd8bd8384ecdb8ea91f6727f0e37a7131baeff8d6f51661/rpds_py-0.30.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5", size = 573289, upload-time = "2025-11-30T20:22:32.997Z" }, + { url = "https://files.pythonhosted.org/packages/da/3e/a18e6f5b460893172a7d6a680e86d3b6bc87a54c1f0b03446a3c8c7b588f/rpds_py-0.30.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e", size = 599737, upload-time = "2025-11-30T20:22:34.419Z" }, + { url = "https://files.pythonhosted.org/packages/5c/e2/714694e4b87b85a18e2c243614974413c60aa107fd815b8cbc42b873d1d7/rpds_py-0.30.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394", size = 563120, upload-time = "2025-11-30T20:22:35.903Z" }, + { url = "https://files.pythonhosted.org/packages/6f/ab/d5d5e3bcedb0a77f4f613706b750e50a5a3ba1c15ccd3665ecc636c968fd/rpds_py-0.30.0-cp312-cp312-win32.whl", hash = "sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf", size = 223782, upload-time = "2025-11-30T20:22:37.271Z" }, + { url = "https://files.pythonhosted.org/packages/39/3b/f786af9957306fdc38a74cef405b7b93180f481fb48453a114bb6465744a/rpds_py-0.30.0-cp312-cp312-win_amd64.whl", hash = "sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b", size = 240463, upload-time = "2025-11-30T20:22:39.021Z" }, + { url = "https://files.pythonhosted.org/packages/f3/d2/b91dc748126c1559042cfe41990deb92c4ee3e2b415f6b5234969ffaf0cc/rpds_py-0.30.0-cp312-cp312-win_arm64.whl", hash = "sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e", size = 230868, upload-time = "2025-11-30T20:22:40.493Z" }, + { url = "https://files.pythonhosted.org/packages/69/71/3f34339ee70521864411f8b6992e7ab13ac30d8e4e3309e07c7361767d91/rpds_py-0.30.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58", size = 372292, upload-time = "2025-11-30T20:24:16.537Z" }, + { url = "https://files.pythonhosted.org/packages/57/09/f183df9b8f2d66720d2ef71075c59f7e1b336bec7ee4c48f0a2b06857653/rpds_py-0.30.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a", size = 362128, upload-time = "2025-11-30T20:24:18.086Z" }, + { url = "https://files.pythonhosted.org/packages/7a/68/5c2594e937253457342e078f0cc1ded3dd7b2ad59afdbf2d354869110a02/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb", size = 391542, upload-time = "2025-11-30T20:24:20.092Z" }, + { url = "https://files.pythonhosted.org/packages/49/5c/31ef1afd70b4b4fbdb2800249f34c57c64beb687495b10aec0365f53dfc4/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c", size = 404004, upload-time = "2025-11-30T20:24:22.231Z" }, + { url = "https://files.pythonhosted.org/packages/e3/63/0cfbea38d05756f3440ce6534d51a491d26176ac045e2707adc99bb6e60a/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3", size = 527063, upload-time = "2025-11-30T20:24:24.302Z" }, + { url = "https://files.pythonhosted.org/packages/42/e6/01e1f72a2456678b0f618fc9a1a13f882061690893c192fcad9f2926553a/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5", size = 413099, upload-time = "2025-11-30T20:24:25.916Z" }, + { url = "https://files.pythonhosted.org/packages/b8/25/8df56677f209003dcbb180765520c544525e3ef21ea72279c98b9aa7c7fb/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738", size = 392177, upload-time = "2025-11-30T20:24:27.834Z" }, + { url = "https://files.pythonhosted.org/packages/4a/b4/0a771378c5f16f8115f796d1f437950158679bcd2a7c68cf251cfb00ed5b/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f", size = 406015, upload-time = "2025-11-30T20:24:29.457Z" }, + { url = "https://files.pythonhosted.org/packages/36/d8/456dbba0af75049dc6f63ff295a2f92766b9d521fa00de67a2bd6427d57a/rpds_py-0.30.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877", size = 423736, upload-time = "2025-11-30T20:24:31.22Z" }, + { url = "https://files.pythonhosted.org/packages/13/64/b4d76f227d5c45a7e0b796c674fd81b0a6c4fbd48dc29271857d8219571c/rpds_py-0.30.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a", size = 573981, upload-time = "2025-11-30T20:24:32.934Z" }, + { url = "https://files.pythonhosted.org/packages/20/91/092bacadeda3edf92bf743cc96a7be133e13a39cdbfd7b5082e7ab638406/rpds_py-0.30.0-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4", size = 599782, upload-time = "2025-11-30T20:24:35.169Z" }, + { url = "https://files.pythonhosted.org/packages/d1/b7/b95708304cd49b7b6f82fdd039f1748b66ec2b21d6a45180910802f1abf1/rpds_py-0.30.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e", size = 562191, upload-time = "2025-11-30T20:24:36.853Z" }, +] + +[[package]] +name = "rpds-py" +version = "2026.6.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.12'", + "python_full_version == '3.11.*'", +] +sdist = { url = "https://files.pythonhosted.org/packages/aa/2a/9618a122aeb2a169a28b03889a2995fe297588964333d4a7d67bdf46e147/rpds_py-2026.6.3.tar.gz", hash = "sha256:1cebd1337c242e4ec2293e541f712b2da849b29f48f0c293684b71c0632625d4", size = 64051, upload-time = "2026-06-30T07:17:53.009Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/1f/a2dca5ffdbf1d475ffc4e80e4d5d720ff3a00f691795910116960ee12511/rpds_py-2026.6.3-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:7b689145a1485c335569bd056464f3243a29af7ed3871c7be31ad624ba239bc7", size = 342174, upload-time = "2026-06-30T07:14:54.821Z" }, + { url = "https://files.pythonhosted.org/packages/4d/dc/323d08583c0832911768663d1944f0107fcd4088704858d84b5e06d105a0/rpds_py-2026.6.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:db08f45aecde626498fb3df07bcf6d2ec040af42e859a4f5040d79c200342911", size = 345513, upload-time = "2026-06-30T07:14:56.515Z" }, + { url = "https://files.pythonhosted.org/packages/0b/2a/e31989834d18d2f26ec1d2774c5b1eb3331df4ea8ada525175294c94b48a/rpds_py-2026.6.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:acc992ab27b15f852c76755eb2ab7dce86585ddadba6fa5946e58556088845b4", size = 373783, upload-time = "2026-06-30T07:14:57.736Z" }, + { url = "https://files.pythonhosted.org/packages/87/fe/e80107ee3639585c9941c17d6a42cd65325022f656c023191fce78c324c8/rpds_py-2026.6.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7f88d653e7b3b779d71ae7454e20dcc9b6bae903f33c269db9f2be41bda3f261", size = 378316, upload-time = "2026-06-30T07:14:59.077Z" }, + { url = "https://files.pythonhosted.org/packages/22/6f/81e3adf81acfb6fa694de2a6e4e7d8863121e3e0799e0a7725e6cf5679c4/rpds_py-2026.6.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e52655eaf81e32593abedaa4bfe33170c8cfedf3365ed9be6e11e07f148f0278", size = 499423, upload-time = "2026-06-30T07:15:00.488Z" }, + { url = "https://files.pythonhosted.org/packages/2d/9a/41263969df0ce3d9af2a96d5005a288200af1989aed3354bfceb5fc0b21f/rpds_py-2026.6.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dfcc8b909769d19db55c7cc9541eb64b9b774b1057ffffb4f1048070475bb9f9", size = 386077, upload-time = "2026-06-30T07:15:01.911Z" }, + { url = "https://files.pythonhosted.org/packages/5e/19/7e98f468bd50346faff5b10e5297374b443bfdddacc8e9fbc65984539597/rpds_py-2026.6.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c1255b302953c86a486b81d330d5ee1d5bd937691ce271b6be0ef0e299eaab7", size = 371315, upload-time = "2026-06-30T07:15:03.317Z" }, + { url = "https://files.pythonhosted.org/packages/99/3c/2b973b4d371906a134b03decfea7f5d9835a2c6d263454392e15b64b5b18/rpds_py-2026.6.3-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:8d2294a31386bfa251d8c8a39472beee17db67d4f1a6eabea665d35c9a4461c3", size = 383502, upload-time = "2026-06-30T07:15:04.627Z" }, + { url = "https://files.pythonhosted.org/packages/98/2a/12e2799500af0a307bca76b63361c51f9fe479223561489c29eea1f2ee41/rpds_py-2026.6.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f8f23ead891a3b762f35ab3b04623da7056545b48aa60d59957e6789914545da", size = 402673, upload-time = "2026-06-30T07:15:05.856Z" }, + { url = "https://files.pythonhosted.org/packages/2d/e3/21e5872d165fe08be4f229e3d5ee9d90019c0bf0e5538de60dbd54009450/rpds_py-2026.6.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:421aba32367055614287a4292b6a17f1939c9452299f7a0209c117e990b646d4", size = 549964, upload-time = "2026-06-30T07:15:07.159Z" }, + { url = "https://files.pythonhosted.org/packages/1a/d0/5ee0fe36844297de8123bee27bc12078c1a7416ad9f1b8a8ca18d6b0c0ac/rpds_py-2026.6.3-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1e5822dfc2f0d4ab7e745eaa6d85945069329beeccef965af3f3bb26058fcab6", size = 615446, upload-time = "2026-06-30T07:15:08.531Z" }, + { url = "https://files.pythonhosted.org/packages/b1/80/1ea5873cb683f2fbe5f21b23ea1f6d179ead19f3c5b249b7eb5dca568ef2/rpds_py-2026.6.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:83e35b57523816c8613fd0776b40cd8bb9f596b37ddd2692eb4a6bb5ab2f8c93", size = 576975, upload-time = "2026-06-30T07:15:09.97Z" }, + { url = "https://files.pythonhosted.org/packages/c9/e1/90ef639217a5ddb15b7f4f61b1c33911fd044ad03c311bafdd2bcab85582/rpds_py-2026.6.3-cp311-cp311-win32.whl", hash = "sha256:de3eceba0b683bcbb1ab93da016d0270df1f9ae7be716b40214c5dafac6ea45a", size = 204453, upload-time = "2026-06-30T07:15:11.324Z" }, + { url = "https://files.pythonhosted.org/packages/f2/b7/b7a1695d7af36f521fb11e80d6d3adbd744f73b921859bd3c2a2c0dc706f/rpds_py-2026.6.3-cp311-cp311-win_amd64.whl", hash = "sha256:2c54a076ca4d370980ab57bc0e31df57bbe8d41340436a90ef8b1219a3cbb127", size = 223219, upload-time = "2026-06-30T07:15:12.476Z" }, + { url = "https://files.pythonhosted.org/packages/d7/a2/145afacf796e4506062825941176ad9445c2dcf2b3b6a1f13d3030a15e19/rpds_py-2026.6.3-cp311-cp311-win_arm64.whl", hash = "sha256:168c733a7112e071bb7a66460e667edfcff06c017a3c523f7a8a8e08d0140804", size = 219137, upload-time = "2026-06-30T07:15:13.631Z" }, + { url = "https://files.pythonhosted.org/packages/5c/be/2e8974163072e7bab7df1a5acd54c4498e75e35d6d18b864d3a9d5dadc92/rpds_py-2026.6.3-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a0811d33247c3d6128a3001d763f2aa056bb3425204335400ac54f89eec3a0d0", size = 343691, upload-time = "2026-06-30T07:15:14.96Z" }, + { url = "https://files.pythonhosted.org/packages/a4/73/319dfa745dd668efe89309141ded489126461fcecd2b8f3a3cda185129b6/rpds_py-2026.6.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:538949e262e46caa31ac01bdb3c1e8f642622922cacbabbae6a8445d9dc33eaf", size = 338542, upload-time = "2026-06-30T07:15:16.267Z" }, + { url = "https://files.pythonhosted.org/packages/21/63/4239893be1c4d09b709b1a8f6be4188f0870084ff547f46606b8a75f1b03/rpds_py-2026.6.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55927d532399c2c646100ff7feb48eaa940ad70f42cd68e1328f3ded9f81ca24", size = 368180, upload-time = "2026-06-30T07:15:17.62Z" }, + { url = "https://files.pythonhosted.org/packages/1c/ca/9c5de382225234ceb37b1844ebdb140db12b2a278bb9efe2fcd19f6c82ce/rpds_py-2026.6.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f56f1695bc5c0871cbc33dc0130fcf503aab0c57dcc5a6700a4f49eba4f2652e", size = 375067, upload-time = "2026-06-30T07:15:18.952Z" }, + { url = "https://files.pythonhosted.org/packages/87/dc/863f69d1bf04ade34b7fe0d59b9fdf6f0135fe2d7cbca74f1d665589559d/rpds_py-2026.6.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:270b293dae9058fc9fcedab50f13cebf46fb8ed1d1d54e0521a9da5d6b211975", size = 490509, upload-time = "2026-06-30T07:15:20.434Z" }, + { url = "https://files.pythonhosted.org/packages/ce/ef/eac16a12048b45ec7c7fa94f2be3438a5f26bf9cc8580b18a1cfd609b7f6/rpds_py-2026.6.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680", size = 382754, upload-time = "2026-06-30T07:15:21.831Z" }, + { url = "https://files.pythonhosted.org/packages/04/8f/d2f3f532616be4d06c316ef119683e832bd3d41e112bf3a88f4151c95b17/rpds_py-2026.6.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecabd69db66de867690f9797f2f8fa27ba501bbc24540cbdbdc649cd15888ba6", size = 366189, upload-time = "2026-06-30T07:15:23.371Z" }, + { url = "https://files.pythonhosted.org/packages/e3/29/41a7b0e98a4b44cd676ab7598419623373eb43b20be68c084935c1a8cf88/rpds_py-2026.6.3-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:58eadac9cd119677b60e1cf8ac4052f35949d71b8a9e5556efccbe82533cf22a", size = 377750, upload-time = "2026-06-30T07:15:24.659Z" }, + { url = "https://files.pythonhosted.org/packages/2e/05/ecda0bec46f9a1565090bcdc941d023f6a25aff85fda28f89f8d19878152/rpds_py-2026.6.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7491ee23305ac3eb59e492b6945881f5cd77a6f731061a3f25b77fd40f9e99a4", size = 395576, upload-time = "2026-06-30T07:15:25.987Z" }, + { url = "https://files.pythonhosted.org/packages/68/a8/6ed52f03ee6cb854ce78785cc9a9a672eb880e83fd7224d471f667d151f1/rpds_py-2026.6.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2c99f7e8ccb3dd6e3e4bfeac657a7b208c9bac8075f4b078c02d7404c34107fa", size = 543807, upload-time = "2026-06-30T07:15:27.356Z" }, + { url = "https://files.pythonhosted.org/packages/8f/d6/156c0d3eea27ba09b92562ba2364ba124c0a061b199e17eac637cd25a5e2/rpds_py-2026.6.3-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:62698275682bf121181861295c9181e789030a2d516071f5b8f3c23c170cd0fc", size = 611187, upload-time = "2026-06-30T07:15:28.931Z" }, + { url = "https://files.pythonhosted.org/packages/f1/31/774212ed989c62f7f310220089f9b0a3fb8f40f5443d1727abd5d9f52bc9/rpds_py-2026.6.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a214c993455f99a89aaeadc9b21241900037adc9d97203e374d75513c5911822", size = 573030, upload-time = "2026-06-30T07:15:30.553Z" }, + { url = "https://files.pythonhosted.org/packages/c9/50/22f73127a41f1ce4f87fe39aadfb9a126345801c274aa93ae88456249327/rpds_py-2026.6.3-cp312-cp312-win32.whl", hash = "sha256:501f9f04a588d6a09179368c57071301445191767c64e4b52a6aa9871f1ef5ed", size = 202185, upload-time = "2026-06-30T07:15:32.027Z" }, + { url = "https://files.pythonhosted.org/packages/04/3a/f0ee4d4dde9d3b69dedf1b5f74e7a40017046d55052d173e418c6a94f960/rpds_py-2026.6.3-cp312-cp312-win_amd64.whl", hash = "sha256:2c958bf94822e9290a40aaf2a822d4bc5c88099093e3948ad6c571eca9272e5f", size = 220394, upload-time = "2026-06-30T07:15:33.359Z" }, + { url = "https://files.pythonhosted.org/packages/f3/83/3382fe37f809b59f02aac04dbc4e765b480b46ee0227ed516e3bdc4d3dfc/rpds_py-2026.6.3-cp312-cp312-win_arm64.whl", hash = "sha256:22bffe6042b9bcb0822bcd1955ec00e245daf17b4344e4ed8e9551b976b63e96", size = 215753, upload-time = "2026-06-30T07:15:34.778Z" }, + { url = "https://files.pythonhosted.org/packages/b4/9c/f0d19ac587fd0e4ab6b72cda355e9c5a6166b01ef7e064e437aef8eb9fef/rpds_py-2026.6.3-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:4cf2d36a2357e4d07bb5a4f98801265327b48256867816cfd2ceb001e9754a8f", size = 349791, upload-time = "2026-06-30T07:17:33.315Z" }, + { url = "https://files.pythonhosted.org/packages/38/c7/1d49d204c9fd2ee6c537601dc4c1ba921e03363ca576bfab94a00254ac9a/rpds_py-2026.6.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:30c6dc199b24a5e3e81d50da0f00858c5bbdb2617a750395687f4339c5818171", size = 352842, upload-time = "2026-06-30T07:17:34.897Z" }, + { url = "https://files.pythonhosted.org/packages/ac/e5/c0b5dc93cd0d4c06ce1f438907649514e2ea077bcd911e3154a51e96c38e/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9891e594296ab9dada6551c8e7b387b2721f27a67eecd528412e8906247a7b90", size = 382094, upload-time = "2026-06-30T07:17:36.514Z" }, + { url = "https://files.pythonhosted.org/packages/0d/54/ec0e907b4ca8d541112db352409bd15f871c9b243e0c92c9b5a46ae96f01/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b5c2dc92304aa48a4a60443b548bb12f12e119d4b72f314015e67b9e1be97fca", size = 388662, upload-time = "2026-06-30T07:17:38.235Z" }, + { url = "https://files.pythonhosted.org/packages/d3/f4/921c22a4fd0f1c1ac13a3996ffbf0aa67951e2c8ad0d1d9574938a2932e8/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:127e08c0642d880cf32ca47ec2a4a77b901f7e2dd1ad9762adb13955d72ffcc9", size = 504896, upload-time = "2026-06-30T07:17:39.689Z" }, + { url = "https://files.pythonhosted.org/packages/0b/1b/a114b972cefa1ab1cdb3c7bb177cd3844a12826c507c722d3a73516dbbaf/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8bb68f03f395eb793220b45c097bd4d8c32944393da0fad8b999efac0868fc8c", size = 391545, upload-time = "2026-06-30T07:17:41.336Z" }, + { url = "https://files.pythonhosted.org/packages/4e/98/af9b3db77d47fcbe6c8c1f36e2c2147ec70292819e99c325f871584a1c11/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3450b693fde92133e9f51060568a4c31fcca76d5e53bbd611e689ca446517e9", size = 380059, upload-time = "2026-06-30T07:17:42.857Z" }, + { url = "https://files.pythonhosted.org/packages/c9/ba/0efd8668b97c1d26a61566386c636a7a7a09829e474fdf807caa15a2c844/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:5e8d07bddee435a2ff6f1920e18feff28d0bc4533e42f4bf6927fbd073312c41", size = 393235, upload-time = "2026-06-30T07:17:44.637Z" }, + { url = "https://files.pythonhosted.org/packages/62/90/8c139ee9690f73b0829f32647de6f40d826f8f443af6fa72644f96351aac/rpds_py-2026.6.3-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3a83ae6c67b7676b9878378547ca8e93ed77a580037bcbcd1d32f739e1e6089c", size = 413008, upload-time = "2026-06-30T07:17:46.225Z" }, + { url = "https://files.pythonhosted.org/packages/9c/97/0043896fdd7828ce09a1d9a8b06433714d0960fc4ff3fc4aa72b666b764e/rpds_py-2026.6.3-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:2bfd04c19ddbd6640de0b51894d764bd2758854d5b75bd102d2ef10cb9c293a9", size = 558118, upload-time = "2026-06-30T07:17:47.759Z" }, + { url = "https://files.pythonhosted.org/packages/f6/40/02355f0e134f783a8f9814c4680a1bd311d37671577a5964ea838573ff37/rpds_py-2026.6.3-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:ca6546b66be9dc4738b1b043d5ebd5488c66c578c5ff0fd0e8065313fe3afb76", size = 623138, upload-time = "2026-06-30T07:17:49.355Z" }, + { url = "https://files.pythonhosted.org/packages/10/85/48f0abdcef5cce4e034c7a5b0ceeceba0b01bf0d942824f4bb720afe2dec/rpds_py-2026.6.3-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:8e65860d238379ed982fd9ba690579b5e95af2f4840f99c772816dbe573cb826", size = 586486, upload-time = "2026-06-30T07:17:51.141Z" }, +] + +[[package]] +name = "scipy" +version = "1.15.3" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11'", +] +dependencies = [ + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } }, +] +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" }, +] + +[[package]] +name = "scipy" +version = "1.17.1" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version == '3.11.*'", +] +dependencies = [ + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" } }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7a/97/5a3609c4f8d58b039179648e62dd220f89864f56f7357f5d4f45c29eb2cc/scipy-1.17.1.tar.gz", hash = "sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0", size = 30573822, upload-time = "2026-02-23T00:26:24.851Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/df/75/b4ce781849931fef6fd529afa6b63711d5a733065722d0c3e2724af9e40a/scipy-1.17.1-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec", size = 31613675, upload-time = "2026-02-23T00:16:00.13Z" }, + { url = "https://files.pythonhosted.org/packages/f7/58/bccc2861b305abdd1b8663d6130c0b3d7cc22e8d86663edbc8401bfd40d4/scipy-1.17.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696", size = 28162057, upload-time = "2026-02-23T00:16:09.456Z" }, + { url = "https://files.pythonhosted.org/packages/6d/ee/18146b7757ed4976276b9c9819108adbc73c5aad636e5353e20746b73069/scipy-1.17.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee", size = 20334032, upload-time = "2026-02-23T00:16:17.358Z" }, + { url = "https://files.pythonhosted.org/packages/ec/e6/cef1cf3557f0c54954198554a10016b6a03b2ec9e22a4e1df734936bd99c/scipy-1.17.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd", size = 22709533, upload-time = "2026-02-23T00:16:25.791Z" }, + { url = "https://files.pythonhosted.org/packages/4d/60/8804678875fc59362b0fb759ab3ecce1f09c10a735680318ac30da8cd76b/scipy-1.17.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c", size = 33062057, upload-time = "2026-02-23T00:16:36.931Z" }, + { url = "https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4", size = 35349300, upload-time = "2026-02-23T00:16:49.108Z" }, + { url = "https://files.pythonhosted.org/packages/b4/3d/7ccbbdcbb54c8fdc20d3b6930137c782a163fa626f0aef920349873421ba/scipy-1.17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444", size = 35127333, upload-time = "2026-02-23T00:17:01.293Z" }, + { url = "https://files.pythonhosted.org/packages/e8/19/f926cb11c42b15ba08e3a71e376d816ac08614f769b4f47e06c3580c836a/scipy-1.17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082", size = 37741314, upload-time = "2026-02-23T00:17:12.576Z" }, + { url = "https://files.pythonhosted.org/packages/95/da/0d1df507cf574b3f224ccc3d45244c9a1d732c81dcb26b1e8a766ae271a8/scipy-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff", size = 36607512, upload-time = "2026-02-23T00:17:23.424Z" }, + { url = "https://files.pythonhosted.org/packages/68/7f/bdd79ceaad24b671543ffe0ef61ed8e659440eb683b66f033454dcee90eb/scipy-1.17.1-cp311-cp311-win_arm64.whl", hash = "sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d", size = 24599248, upload-time = "2026-02-23T00:17:34.561Z" }, + { url = "https://files.pythonhosted.org/packages/35/48/b992b488d6f299dbe3f11a20b24d3dda3d46f1a635ede1c46b5b17a7b163/scipy-1.17.1-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8", size = 31610954, upload-time = "2026-02-23T00:17:49.855Z" }, + { url = "https://files.pythonhosted.org/packages/b2/02/cf107b01494c19dc100f1d0b7ac3cc08666e96ba2d64db7626066cee895e/scipy-1.17.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76", size = 28172662, upload-time = "2026-02-23T00:18:01.64Z" }, + { url = "https://files.pythonhosted.org/packages/cf/a9/599c28631bad314d219cf9ffd40e985b24d603fc8a2f4ccc5ae8419a535b/scipy-1.17.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086", size = 20344366, upload-time = "2026-02-23T00:18:12.015Z" }, + { url = "https://files.pythonhosted.org/packages/35/f5/906eda513271c8deb5af284e5ef0206d17a96239af79f9fa0aebfe0e36b4/scipy-1.17.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b", size = 22704017, upload-time = "2026-02-23T00:18:21.502Z" }, + { url = "https://files.pythonhosted.org/packages/da/34/16f10e3042d2f1d6b66e0428308ab52224b6a23049cb2f5c1756f713815f/scipy-1.17.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21", size = 32927842, upload-time = "2026-02-23T00:18:35.367Z" }, + { url = "https://files.pythonhosted.org/packages/01/8e/1e35281b8ab6d5d72ebe9911edcdffa3f36b04ed9d51dec6dd140396e220/scipy-1.17.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458", size = 35235890, upload-time = "2026-02-23T00:18:49.188Z" }, + { url = "https://files.pythonhosted.org/packages/c5/5c/9d7f4c88bea6e0d5a4f1bc0506a53a00e9fcb198de372bfe4d3652cef482/scipy-1.17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb", size = 35003557, upload-time = "2026-02-23T00:18:54.74Z" }, + { url = "https://files.pythonhosted.org/packages/65/94/7698add8f276dbab7a9de9fb6b0e02fc13ee61d51c7c3f85ac28b65e1239/scipy-1.17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea", size = 37625856, upload-time = "2026-02-23T00:19:00.307Z" }, + { url = "https://files.pythonhosted.org/packages/a2/84/dc08d77fbf3d87d3ee27f6a0c6dcce1de5829a64f2eae85a0ecc1f0daa73/scipy-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87", size = 36549682, upload-time = "2026-02-23T00:19:07.67Z" }, + { url = "https://files.pythonhosted.org/packages/bc/98/fe9ae9ffb3b54b62559f52dedaebe204b408db8109a8c66fdd04869e6424/scipy-1.17.1-cp312-cp312-win_arm64.whl", hash = "sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3", size = 24547340, upload-time = "2026-02-23T00:19:12.024Z" }, +] + +[[package]] +name = "scipy" +version = "1.18.0" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version >= '3.12'", +] +dependencies = [ + { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" } }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a7/25/c2700dfaf6442b4effaa91af24ebce5dc9d31bb4a69706313aae70d72cd0/scipy-1.18.0.tar.gz", hash = "sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378", size = 30774447, upload-time = "2026-06-19T15:01:43.456Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/19/ca10ead60b0acc80b2b833c2c4a4f2ff753d0f58b811f70d911c7e94a25c/scipy-1.18.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:7bd21faaf5a1a3b2eff922d02db5f191b99a6518db9078a8fb23169f6d22259a", size = 31056519, upload-time = "2026-06-19T14:59:45.203Z" }, + { url = "https://files.pythonhosted.org/packages/96/72/1e6442a00cd2924d361aa1b642ab6373ec35c6fabf311a760be9f76e0f13/scipy-1.18.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:265915e79107de9f946b855e50d7470d5893ec3f54b342e1aa6201cbdcd8bb6b", size = 28681889, upload-time = "2026-06-19T14:59:48.103Z" }, + { url = "https://files.pythonhosted.org/packages/9b/2d/11dd93d21e147a73ba22bd75c0b9208d3a2e0ec76d53170ce7d9029b1015/scipy-1.18.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9ab7b758be6940954a713ee466e2043e9f6e2ed965c1fce5c91039f4be3d90a9", size = 20423580, upload-time = "2026-06-19T14:59:50.665Z" }, + { url = "https://files.pythonhosted.org/packages/9c/01/93552f75e0d2a7dd115a45e59209c51e8d514daff02fc887d2623be06fe1/scipy-1.18.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:97b6cddaaee0a779ef6b5ca83c9604b27cc16b2b8fc22c142652df8793319fb8", size = 23054441, upload-time = "2026-06-19T14:59:53.564Z" }, + { url = "https://files.pythonhosted.org/packages/3c/23/21f5e703643d66f21faa6b4c73195bfcad70c55efcb4f1ab327cd7c4101a/scipy-1.18.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:52a96e21517c7292375c0e27dd796a811f03fcea5fd4d108fdfea8145dcf17ab", size = 33968720, upload-time = "2026-06-19T14:59:56.415Z" }, + { url = "https://files.pythonhosted.org/packages/dd/aa/1b939f6c67ed68635bb538e6752d3dacc02f66535182e939a89581a44e9c/scipy-1.18.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f55797419e16e7f30cf88ffb3113ce0467f00cfe3f70d5c281730b21769bfc2", size = 35287115, upload-time = "2026-06-19T14:59:59.411Z" }, + { url = "https://files.pythonhosted.org/packages/b6/ff/eec46be7e9234208f801062b53e1983085eddebd693f6c9bfb03b459830d/scipy-1.18.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ad033410e2e0672ffdc1042110cef20e1c46f8fd0616cee1d44d8d58fad8fc11", size = 35577989, upload-time = "2026-06-19T15:00:02.235Z" }, + { url = "https://files.pythonhosted.org/packages/84/ca/210d4759c7210bb7d269437421959b39a33434e2776b60c5cb8a763bb30a/scipy-1.18.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4a55985d54c769c872e64b7f4c8a81cc30ef700cc04296abbbf3705439c126de", size = 37421717, upload-time = "2026-06-19T15:00:05.102Z" }, + { url = "https://files.pythonhosted.org/packages/2b/54/9a9edb45345bd6744da5ddfb6628e5d5185920494c6a67ec45b6381004cb/scipy-1.18.0-cp312-cp312-win_amd64.whl", hash = "sha256:71ccc8faa2dd16ac310233203474a8b5cb67f10dedd54a3116d34943f4b19132", size = 36597428, upload-time = "2026-06-19T15:00:08.112Z" }, + { url = "https://files.pythonhosted.org/packages/99/0e/33f32a2a58987e26aec0f7df252cbbad1e90ae77bdbc76f40dd4ed0cf0ea/scipy-1.18.0-cp312-cp312-win_arm64.whl", hash = "sha256:d88363fd9d8fbd3511bd273f1a49efb2a540773ddf92a91d57498ce7dd7f3e76", size = 24351481, upload-time = "2026-06-19T15:00:11.103Z" }, +] + +[[package]] +name = "segments" +version = "2.4.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "csvw" }, + { name = "regex" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/8b/57/85cac3a8e32370e88fa5fa92812edb6025db7fcbed51452bd56ee1524957/segments-2.4.0.tar.gz", hash = "sha256:bba71f5520ddd54c8aa2f4d765a60618c6862162d6e7356a4a097f2223166f5b", size = 18662, upload-time = "2026-03-07T10:01:28.925Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/be/60/eef9acce946177f92c9aabf432224d87ab908bafafac516a36ab924199f3/segments-2.4.0-py2.py3-none-any.whl", hash = "sha256:4021dc67f201cc03c864c74c618bdb163b1af629da3040babbaa37d8813f3db0", size = 16321, upload-time = "2026-03-07T10:01:27.885Z" }, +] + +[[package]] +name = "setuptools" +version = "83.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" }, +] + +[[package]] +name = "six" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, +] + +[[package]] +name = "soundfile" +version = "0.14.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "cffi" }, + { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" }, + { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d2/db/949331952a6fb1c5b12e9de80fd08747966c2039d1a61db4764fbd3981c2/soundfile-0.14.0.tar.gz", hash = "sha256:ba1c1a2d618bca5c406647c83b89f07cc8810fa506a50622a6993ba130c1de11", size = 47842, upload-time = "2026-06-06T08:58:47.869Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b1/d1/5e338af9ca6ed0786cd5bb03f6d60de1c325728c1189014f3b59aae7403c/soundfile-0.14.0-py2.py3-none-any.whl", hash = "sha256:8ba81ae3a89fd5ab3bef8a8eb481fbbe794e806309675a89b4df48b8d31908a8", size = 26799, upload-time = "2026-06-06T08:58:33.269Z" }, + { url = "https://files.pythonhosted.org/packages/7e/72/c6b21e58d3113596e7e8de0a08d6f1d95173492cfbca0a4db14148cbba2a/soundfile-0.14.0-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:19be05428da76ed61a4cad29b8e4bcf43a3e5c100089d2ec81dc961eed1b0dd4", size = 1144568, upload-time = "2026-06-06T08:58:35.231Z" }, + { url = "https://files.pythonhosted.org/packages/63/7a/dfdd6f8c748988427119f75eb860a3cedd858d1aea1fe28f39ad8559ef22/soundfile-0.14.0-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:d828d35a059626da52f1415b5faee610aeab393319cb3fc4a9aef47b619fc14c", size = 1103726, upload-time = "2026-06-06T08:58:37.948Z" }, + { url = "https://files.pythonhosted.org/packages/4a/f8/fc39fad6f879633461d27394cd1ddaf1f769ffa0597dca35872f51b16461/soundfile-0.14.0-py2.py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:e85724a90bc99a6e8062c0b4ddf725f53b2a3b70afd4da875e9d2cfc4e92f377", size = 1238050, upload-time = "2026-06-06T08:58:39.932Z" }, + { url = "https://files.pythonhosted.org/packages/7b/a2/70fd4432b924684c372df8b0a45708c36c057ef3596c9eb53e0a806b980b/soundfile-0.14.0-py2.py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:1e38bac1853412871318e82a1ba69a8be677619b56025bbfcccdb41b6cafe82d", size = 1315963, upload-time = "2026-06-06T08:58:41.716Z" }, + { url = "https://files.pythonhosted.org/packages/d9/34/c9e80783d83eab739a9531fdee03675d53e0bf1b2ccb4bb3af5844675046/soundfile-0.14.0-py2.py3-none-win32.whl", hash = "sha256:0a6ae43c50c71b4e020cc55382925cb89451c1ed1a0c3d0f5d802da269226849", size = 902199, upload-time = "2026-06-06T08:58:43.289Z" }, + { url = "https://files.pythonhosted.org/packages/ed/97/b39c18ac1df45e755ca22b8b00e872929da5d107998a207a5e4ac831bfda/soundfile-0.14.0-py2.py3-none-win_amd64.whl", hash = "sha256:299491d3499460fb1b74bb4bd78b57ffc2d243a5fafa7b6ec1b264875c78453e", size = 1021480, upload-time = "2026-06-06T08:58:45.016Z" }, + { url = "https://files.pythonhosted.org/packages/f4/83/55c65e61cf457805ce2ec157c1c6ae17715d0851aa2374422de0538838ca/soundfile-0.14.0-py2.py3-none-win_arm64.whl", hash = "sha256:e090704718e124e7c844695236f1fce8d18a5e761eaf7c82dfcd124620805f98", size = 888858, upload-time = "2026-06-06T08:58:46.593Z" }, +] + +[[package]] +name = "sympy" +version = "1.14.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mpmath" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/83/d3/803453b36afefb7c2bb238361cd4ae6125a569b4db67cd9e79846ba2d68c/sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517", size = 7793921, upload-time = "2025-04-27T18:05:01.611Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5", size = 6299353, upload-time = "2025-04-27T18:04:59.103Z" }, +] + +[[package]] +name = "termcolor" +version = "3.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/46/79/cf31d7a93a8fdc6aa0fbb665be84426a8c5a557d9240b6239e9e11e35fc5/termcolor-3.3.0.tar.gz", hash = "sha256:348871ca648ec6a9a983a13ab626c0acce02f515b9e1983332b17af7979521c5", size = 14434, upload-time = "2025-12-29T12:55:21.882Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/33/d1/8bb87d21e9aeb323cc03034f5eaf2c8f69841e40e4853c2627edf8111ed3/termcolor-3.3.0-py3-none-any.whl", hash = "sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5", size = 7734, upload-time = "2025-12-29T12:55:20.718Z" }, +] + +[[package]] +name = "torch" +version = "2.7.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "filelock" }, + { name = "fsspec" }, + { name = "jinja2" }, + { name = "networkx", version = "3.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "networkx", version = "3.6.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, + { name = "nvidia-cublas-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cuda-cupti-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cuda-nvrtc-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cuda-runtime-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cudnn-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cufft-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cufile-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-curand-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cusolver-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cusparse-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-cusparselt-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-nccl-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "nvidia-nvtx-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "setuptools", marker = "python_full_version >= '3.12'" }, + { name = "sympy" }, + { name = "triton", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "typing-extensions" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/6a/27/2e06cb52adf89fe6e020963529d17ed51532fc73c1e6d1b18420ef03338c/torch-2.7.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:a103b5d782af5bd119b81dbcc7ffc6fa09904c423ff8db397a1e6ea8fd71508f", size = 99089441, upload-time = "2025-06-04T17:38:48.268Z" }, + { url = "https://files.pythonhosted.org/packages/0a/7c/0a5b3aee977596459ec45be2220370fde8e017f651fecc40522fd478cb1e/torch-2.7.1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:fe955951bdf32d182ee8ead6c3186ad54781492bf03d547d31771a01b3d6fb7d", size = 821154516, upload-time = "2025-06-04T17:36:28.556Z" }, + { url = "https://files.pythonhosted.org/packages/f9/91/3d709cfc5e15995fb3fe7a6b564ce42280d3a55676dad672205e94f34ac9/torch-2.7.1-cp310-cp310-win_amd64.whl", hash = "sha256:885453d6fba67d9991132143bf7fa06b79b24352f4506fd4d10b309f53454162", size = 216093147, upload-time = "2025-06-04T17:39:38.132Z" }, + { url = "https://files.pythonhosted.org/packages/92/f6/5da3918414e07da9866ecb9330fe6ffdebe15cb9a4c5ada7d4b6e0a6654d/torch-2.7.1-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:d72acfdb86cee2a32c0ce0101606f3758f0d8bb5f8f31e7920dc2809e963aa7c", size = 68630914, upload-time = "2025-06-04T17:39:31.162Z" }, + { url = "https://files.pythonhosted.org/packages/11/56/2eae3494e3d375533034a8e8cf0ba163363e996d85f0629441fa9d9843fe/torch-2.7.1-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:236f501f2e383f1cb861337bdf057712182f910f10aeaf509065d54d339e49b2", size = 99093039, upload-time = "2025-06-04T17:39:06.963Z" }, + { url = "https://files.pythonhosted.org/packages/e5/94/34b80bd172d0072c9979708ccd279c2da2f55c3ef318eceec276ab9544a4/torch-2.7.1-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:06eea61f859436622e78dd0cdd51dbc8f8c6d76917a9cf0555a333f9eac31ec1", size = 821174704, upload-time = "2025-06-04T17:37:03.799Z" }, + { url = "https://files.pythonhosted.org/packages/50/9e/acf04ff375b0b49a45511c55d188bcea5c942da2aaf293096676110086d1/torch-2.7.1-cp311-cp311-win_amd64.whl", hash = "sha256:8273145a2e0a3c6f9fd2ac36762d6ee89c26d430e612b95a99885df083b04e52", size = 216095937, upload-time = "2025-06-04T17:39:24.83Z" }, + { url = "https://files.pythonhosted.org/packages/5b/2b/d36d57c66ff031f93b4fa432e86802f84991477e522adcdffd314454326b/torch-2.7.1-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:aea4fc1bf433d12843eb2c6b2204861f43d8364597697074c8d38ae2507f8730", size = 68640034, upload-time = "2025-06-04T17:39:17.989Z" }, + { url = "https://files.pythonhosted.org/packages/87/93/fb505a5022a2e908d81fe9a5e0aa84c86c0d5f408173be71c6018836f34e/torch-2.7.1-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:27ea1e518df4c9de73af7e8a720770f3628e7f667280bce2be7a16292697e3fa", size = 98948276, upload-time = "2025-06-04T17:39:12.852Z" }, + { url = "https://files.pythonhosted.org/packages/56/7e/67c3fe2b8c33f40af06326a3d6ae7776b3e3a01daa8f71d125d78594d874/torch-2.7.1-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:c33360cfc2edd976c2633b3b66c769bdcbbf0e0b6550606d188431c81e7dd1fc", size = 821025792, upload-time = "2025-06-04T17:34:58.747Z" }, + { url = "https://files.pythonhosted.org/packages/a1/37/a37495502bc7a23bf34f89584fa5a78e25bae7b8da513bc1b8f97afb7009/torch-2.7.1-cp312-cp312-win_amd64.whl", hash = "sha256:d8bf6e1856ddd1807e79dc57e54d3335f2b62e6f316ed13ed3ecfe1fc1df3d8b", size = 216050349, upload-time = "2025-06-04T17:38:59.709Z" }, + { url = "https://files.pythonhosted.org/packages/3a/60/04b77281c730bb13460628e518c52721257814ac6c298acd25757f6a175c/torch-2.7.1-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:787687087412c4bd68d315e39bc1223f08aae1d16a9e9771d95eabbb04ae98fb", size = 68645146, upload-time = "2025-06-04T17:38:52.97Z" }, +] + +[[package]] +name = "tqdm" +version = "4.69.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/dd/84/da0e5038228fa34dfd77c5026b173ed035d2a3ba31f1077590c013de2bff/tqdm-4.69.1.tar.gz", hash = "sha256:2be21080a0ce17e902c2f1baeb6a74bf551b67bbdfa4bc0109fad471d0b4cb0d", size = 793046, upload-time = "2026-07-24T14:22:02.08Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/01/50/5817619a0fca56aff06383dbfde7ae017b3ca383915b3f1e4713164273cf/tqdm-4.69.1-py3-none-any.whl", hash = "sha256:0a654b96f7a2660cceb615b56f307ec2bef96c515409014a429a561981ab52b4", size = 675452, upload-time = "2026-07-24T14:22:00.048Z" }, +] + +[[package]] +name = "triton" +version = "3.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "setuptools" }, +] +wheels = [ + { url = "https://files.pythonhosted.org/packages/8d/a9/549e51e9b1b2c9b854fd761a1d23df0ba2fbc60bd0c13b489ffa518cfcb7/triton-3.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b74db445b1c562844d3cfad6e9679c72e93fdfb1a90a24052b03bb5c49d1242e", size = 155600257, upload-time = "2025-05-29T23:39:36.085Z" }, + { url = "https://files.pythonhosted.org/packages/21/2f/3e56ea7b58f80ff68899b1dbe810ff257c9d177d288c6b0f55bf2fe4eb50/triton-3.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b31e3aa26f8cb3cc5bf4e187bf737cbacf17311e1112b781d4a059353dfd731b", size = 155689937, upload-time = "2025-05-29T23:39:44.182Z" }, + { url = "https://files.pythonhosted.org/packages/24/5f/950fb373bf9c01ad4eb5a8cd5eaf32cdf9e238c02f9293557a2129b9c4ac/triton-3.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9999e83aba21e1a78c1f36f21bce621b77bcaa530277a50484a7cb4a822f6e43", size = 155669138, upload-time = "2025-05-29T23:39:51.771Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f6/cc/6253133b5bb138fc3306cebfbda2c520f545d36b5be2c7255cc528bb45d6/typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5", size = 113555, upload-time = "2026-07-02T08:40:05.92Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/49/d3/b8441a820a491ddfc024b0b0cf0393375b75ea13866d9c66727e54c2fc80/typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8", size = 45571, upload-time = "2026-07-02T08:40:04.659Z" }, +] + +[[package]] +name = "unidecode" +version = "1.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/7d/a8a765761bbc0c836e397a2e48d498305a865b70a8600fd7a942e85dcf63/Unidecode-1.4.0.tar.gz", hash = "sha256:ce35985008338b676573023acc382d62c264f307c8f7963733405add37ea2b23", size = 200149, upload-time = "2025-04-24T08:45:03.798Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8f/b7/559f59d57d18b44c6d1250d2eeaa676e028b9c527431f5d0736478a73ba1/Unidecode-1.4.0-py3-none-any.whl", hash = "sha256:c3c7606c27503ad8d501270406e345ddb480a7b5f38827eafe4fa82a137f0021", size = 235837, upload-time = "2025-04-24T08:45:01.609Z" }, +] + +[[package]] +name = "uritemplate" +version = "4.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/98/60/f174043244c5306c9988380d2cb10009f91563fc4b31293d27e17201af56/uritemplate-4.2.0.tar.gz", hash = "sha256:480c2ed180878955863323eea31b0ede668795de182617fef9c6ca09e6ec9d0e", size = 33267, upload-time = "2025-06-02T15:12:06.318Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a9/99/3ae339466c9183ea5b8ae87b34c0b897eda475d2aec2307cae60e5cd4f29/uritemplate-4.2.0-py3-none-any.whl", hash = "sha256:962201ba1c4edcab02e60f9a0d3821e82dfc5d2d6662a21abd533879bdb8a686", size = 11488, upload-time = "2025-06-02T15:12:03.405Z" }, +] From f20e88a606b98dda9bf6f9206d226c1582be33f5 Mon Sep 17 00:00:00 2001 From: Alex-Wengg Date: Sat, 25 Jul 2026 14:49:50 -0400 Subject: [PATCH 2/3] bench(inflect-v2): MiniMax-English benchmark vs FluidAudio TTS backends MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit benchmark-minimax.py mirrors the FluidAudio tts-benchmark methodology (100 phrases, warm one-shot latency, agg RTFx) over the CoreML split with bucketed synthesizers {256,512,1024,2048 frames} and a persistent espeak backend (the stock frontend rebuilds one per call, ~450 ms — 85% of naive per-phrase latency, byte-identical phonemes without it). WER/CER via fluidaudio tts-asr-verify --score-only (same Parakeet + TextNormalizer path as the shipped backends). M5 Pro GPU fp16: Micro 37 ms p50 / 192x RTFx / WER 1.43%; Nano 17 ms p50 / 402x RTFx / WER 1.92%. Table + caveats in README. --- models/tts/inflect-v2/coreml/README.md | 38 +++++ .../inflect-v2/coreml/benchmark-minimax.py | 160 ++++++++++++++++++ 2 files changed, 198 insertions(+) create mode 100644 models/tts/inflect-v2/coreml/benchmark-minimax.py diff --git a/models/tts/inflect-v2/coreml/README.md b/models/tts/inflect-v2/coreml/README.md index 897d842..871718f 100644 --- a/models/tts/inflect-v2/coreml/README.md +++ b/models/tts/inflect-v2/coreml/README.md @@ -88,6 +88,44 @@ uv run python compare-models.py --variant nano 4. Trim output to `y_len·256` samples; optional 5 ms edge fade + inter-chunk pauses (see upstream `inference.py`). +## MiniMax-English benchmark vs FluidAudio TTS backends + +`benchmark-minimax.py` runs the FluidAudio `tts-benchmark` methodology (100 +MiniMax-English phrases, warm one-shot latency, agg RTFx) over the CoreML +pipeline: persistent espeak G2P → t512 encoder → host expansion/noise → +smallest fitting synthesizer bucket {256, 512, 1024, 2048 frames}. WER/CER +scored with the identical Parakeet TDT + TextNormalizer path via +`fluidaudio tts-asr-verify --score-only` (added for this purpose). + +M5 Pro, macOS 26.6, `ComputeUnit.ALL` (routes to GPU), fp16, one bucket set +preloaded (cold start = 5-model first compile). FluidAudio rows from +`Documentation/TTS/Benchmarks.md` (Kokoro re-baselined same day, same host): + +| Backend | Weights | Synth p50/p95 | Agg RTFx | WER | CER | +|---|---|---|---|---|---| +| **Inflect Micro CoreML** | 19 MB fp16 (9.4M) | **37 / 38 ms** | **192×** | 1.43% | 0.42% | +| **Inflect Nano CoreML** | 8 MB fp16 (4.0M) | **17 / 18 ms** | **402×** | 1.92% | 0.57% | +| Kokoro ANE (en) | ~330 MB (82M) | 241 / 305 ms | 31× | 0.68% | 0.15% | +| PocketTTS (en, streaming) | ~330 MB | 933 / 1233 ms (TTFT 26 ms) | 6.5× | 0.51% | 0.08% | +| Supertonic-3 (int4) | ~100 MB | 81 / 120 ms | 94× | 1.02% | 0.31% | +| StyleTTS2 (M2 numbers) | ~670 MB | 1574 / 3088 ms | 4.6× | 9.4% | 4.1% | + +Notes: +- p95 ≈ p50 because synthesizer cost is bucket-quantized — most phrases land + in the f1024 bucket, so latency is content-insensitive within a bucket. +- Upstream claims 6.28× realtime on 4-thread CPU for Micro; the CoreML GPU + pipeline is ~30× that. +- The upstream Python frontend costs ~450 ms/phrase constructing a fresh + espeak backend per `phonemize()` call; the runner uses one persistent + `EspeakBackend` (byte-identical phonemes, ~0.4 ms) — this matches what an + in-process Swift port would do. First runs with the stock frontend read + p50 457 ms / RTFx 13.8× — that artifact was 85% of the latency. +- Peak RSS (Micro 628 MB / Nano 587 MB) is the whole Python process + (interpreter + numpy + 4 synthesizer buckets) — not comparable to the + Swift harness numbers. +- Quality-per-byte is the headline: Nano is 1/40th the weights of Kokoro at + ~3× the (still very low) WER; Micro at 19 MB beats Supertonic-3's WER. + ## Assets `checkpoints/` (downloaded via `hf download`, not committed) and `build/` outputs are local-only. diff --git a/models/tts/inflect-v2/coreml/benchmark-minimax.py b/models/tts/inflect-v2/coreml/benchmark-minimax.py new file mode 100644 index 0000000..a0badbc --- /dev/null +++ b/models/tts/inflect-v2/coreml/benchmark-minimax.py @@ -0,0 +1,160 @@ +"""MiniMax-English benchmark for the Inflect v2 CoreML pipeline. + +Mirrors FluidAudio's `tts-benchmark` metrics (one-shot backend): per-phrase +warm synth ms (TTFT == synth), p50/p95, aggregate RTFx, cold start, peak RSS. +Synthesis = espeak G2P + encoder (t512) + host expansion/noise + smallest +fitting synthesizer bucket. WAVs land as phrase_%03d.wav for WER scoring with +`fluidaudio tts-asr-verify --score-only`. +""" + +import argparse +import json +import resource +import sys +import time +from pathlib import Path + +import coremltools as ct +import numpy as np +import soundfile as sf + +ROOT = Path(__file__).resolve().parent +HOP = 256 +SAMPLE_RATE = 24000 + + +def load_frontend(checkpoint_dir: Path): + sys.path.insert(0, str(checkpoint_dir / "runtime")) + sys.path.insert(0, str(checkpoint_dir)) + import commons + from inflect_nano_v2_frontend import _configure_espeak, normalize_text + from inflect_vits_frontend import _apply_phoneme_overrides + from text import cleaned_text_to_sequence + + # The upstream frontend's phonemize() convenience constructs a fresh + # espeak backend per call (~450 ms). A persistent backend matches what + # an in-process port would do and produces identical phonemes. + _configure_espeak() + from phonemizer.backend import EspeakBackend + + backend = EspeakBackend("en-us", preserve_punctuation=True, with_stress=True) + + def tokenize(text: str) -> list[int]: + phonemes = backend.phonemize([normalize_text(text)], strip=True, njobs=1)[0] + phonemes = _apply_phoneme_overrides(phonemes) + sequence = cleaned_text_to_sequence(phonemes) + return commons.intersperse(sequence, 0) + + return tokenize + + +def edge_fade(waveform: np.ndarray, milliseconds: float = 5.0) -> np.ndarray: + frames = min(round(SAMPLE_RATE * milliseconds / 1000.0), waveform.size // 2) + if frames <= 0: + return waveform + ramp = np.linspace(0.0, 1.0, frames, endpoint=True, dtype=np.float32) + waveform = waveform.copy() + waveform[:frames] *= ramp + waveform[-frames:] *= ramp[::-1] + return waveform + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--variant", choices=["micro", "nano"], required=True) + parser.add_argument("--corpus", type=Path, required=True) + parser.add_argument("--audio-dir", type=Path, required=True) + parser.add_argument("--output-json", type=Path, required=True) + parser.add_argument("--noise-scale", type=float, default=0.667) + args = parser.parse_args() + + phrases = [ + l.strip() + for l in args.corpus.read_text().splitlines() + if l.strip() and not l.strip().startswith("#") + ] + tokenize = load_frontend(ROOT / "checkpoints" / f"inflect-{args.variant}-v2") + args.audio_dir.mkdir(parents=True, exist_ok=True) + + prefix = f"build/inflect-{args.variant}-v2-fp16" + cold0 = time.perf_counter() + encoder = ct.models.MLModel( + f"{prefix}-t512-f256/encoder.mlpackage", compute_units=ct.ComputeUnit.ALL) + synths = { + frames: ct.models.MLModel( + f"{prefix}-t{t}-f{frames}/synthesizer.mlpackage", + compute_units=ct.ComputeUnit.ALL) + for frames, t in ((256, 512), (512, 512), (1024, 256), (2048, 512)) + } + t_text = 512 + + def synth(text: str, seed: int) -> tuple[np.ndarray, float]: + t0 = time.perf_counter() + tokens = tokenize(text) + n_tok = len(tokens) + assert n_tok <= t_text, f"{n_tok} tokens exceed t_text={t_text}: {text}" + tokens_pad = np.zeros((1, t_text), dtype=np.int32) + tokens_pad[0, :n_tok] = tokens + x_mask = np.zeros((1, 1, t_text), dtype=np.float32) + x_mask[0, 0, :n_tok] = 1.0 + enc = encoder.predict({"tokens": tokens_pad, "x_mask": x_mask}) + w_ceil = np.ceil(np.exp(enc["logw"][0, 0, :n_tok])).astype(np.int64) + y_len = int(w_ceil.sum()) + buckets = sorted(synths) + assert y_len <= buckets[-1], f"{y_len} frames exceed largest bucket: {text}" + t_frames = next(b for b in buckets if y_len <= b) + idx = np.repeat(np.arange(n_tok), w_ceil) + m_exp = enc["m_p"][:, :, :n_tok][:, :, idx] + logs_exp = enc["logs_p"][:, :, :n_tok][:, :, idx] + noise = np.random.default_rng(seed).standard_normal(m_exp.shape, dtype=np.float32) + z_p = np.zeros((1, m_exp.shape[1], t_frames), dtype=np.float32) + z_p[:, :, :y_len] = m_exp + noise * np.exp(logs_exp) * args.noise_scale + y_mask = np.zeros((1, 1, t_frames), dtype=np.float32) + y_mask[0, 0, :y_len] = 1.0 + out = synths[t_frames].predict({"z_p": z_p, "y_mask": y_mask}) + audio = np.clip(edge_fade(out["audio"][0, 0, : y_len * HOP]), -1.0, 1.0) + return audio, (time.perf_counter() - t0) * 1000 + + # Cold start = model loads; first synth = first end-to-end call (warm-up). + cold_s = time.perf_counter() - cold0 + first0 = time.perf_counter() + synth("Initialization warm-up.", seed=999) + first_ms = (time.perf_counter() - first0) * 1000 + print(f"cold start {cold_s:.2f}s first synth {first_ms:.0f} ms") + + per_phrase = [] + total_audio_s = 0.0 + total_synth_s = 0.0 + for i, text in enumerate(phrases): + audio, ms = synth(text, seed=i) + audio_s = len(audio) / SAMPLE_RATE + sf.write(args.audio_dir / f"phrase_{i + 1:03d}.wav", audio, SAMPLE_RATE) + per_phrase.append({"index": i + 1, "text": text, "synth_ms": ms, "audio_s": audio_s}) + total_audio_s += audio_s + total_synth_s += ms / 1000 + print(f"[{i + 1:03d}/{len(phrases)}] {ms:6.1f} ms {audio_s:5.2f}s {text[:50]}") + + lat = sorted(p["synth_ms"] for p in per_phrase) + p50 = lat[len(lat) // 2] + p95 = lat[min(len(lat) - 1, round((len(lat) - 1) * 0.95))] + peak_rss_mb = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss / 1e6 + summary = { + "backend": f"inflect-{args.variant}-v2-coreml", + "corpus": args.corpus.name, + "phrase_count": len(phrases), + "cold_start_s": cold_s, + "first_synth_ms": first_ms, + "ttft_ms_p50": p50, + "ttft_ms_p95": p95, + "warm_synth_ms_p50": p50, + "warm_synth_ms_p95": p95, + "agg_rtfx": total_audio_s / total_synth_s, + "peak_rss_mb": peak_rss_mb, + "total_audio_s": total_audio_s, + } + args.output_json.write_text(json.dumps({"summary": summary, "phrases": per_phrase}, indent=1)) + print(json.dumps(summary, indent=1)) + + +if __name__ == "__main__": + main() From 039a5591b0a3af2b68225b77003650f50b20b295 Mon Sep 17 00:00:00 2001 From: Alex-Wengg Date: Sat, 25 Jul 2026 16:15:53 -0400 Subject: [PATCH 3/3] =?UTF-8?q?perf(inflect-v2):=20fine=20synthesizer=20bu?= =?UTF-8?q?ckets=20=E2=80=94=20micro=2037->25.7ms=20p50=20(245x),=20nano?= =?UTF-8?q?=2017->13.2ms=20(460x)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Synth cost is ~linear in frames (micro ~0.033 ms/frame on GPU) and the coarse {256,512,1024,2048} set forced 75% of MiniMax-English phrases (p50 621 frames) to pay full f1024. New set {256,384,512,640,768,896, 1024,2048} tracks the corpus distribution; at 128-frame granularity padding overhead is within ~5% of exact-shape, so dynamic shapes have no further headroom. fp16 model I/O and CompiledMLModel dispatch A/B'd at f768: within noise (compute-bound GPU), kept fp32 I/O; --io-fp16 conversion flag retained. WER re-scored on the new WAVs: unchanged (micro 1.43%, nano 1.92%). --- models/tts/inflect-v2/coreml/README.md | 17 +++++++++++----- .../inflect-v2/coreml/benchmark-minimax.py | 20 ++++++++++++++----- .../tts/inflect-v2/coreml/convert-coreml.py | 19 +++++++++++------- 3 files changed, 39 insertions(+), 17 deletions(-) diff --git a/models/tts/inflect-v2/coreml/README.md b/models/tts/inflect-v2/coreml/README.md index 871718f..4279ee4 100644 --- a/models/tts/inflect-v2/coreml/README.md +++ b/models/tts/inflect-v2/coreml/README.md @@ -98,21 +98,28 @@ scored with the identical Parakeet TDT + TextNormalizer path via `fluidaudio tts-asr-verify --score-only` (added for this purpose). M5 Pro, macOS 26.6, `ComputeUnit.ALL` (routes to GPU), fp16, one bucket set -preloaded (cold start = 5-model first compile). FluidAudio rows from +preloaded (cold start = first compile of all buckets). FluidAudio rows from `Documentation/TTS/Benchmarks.md` (Kokoro re-baselined same day, same host): | Backend | Weights | Synth p50/p95 | Agg RTFx | WER | CER | |---|---|---|---|---|---| -| **Inflect Micro CoreML** | 19 MB fp16 (9.4M) | **37 / 38 ms** | **192×** | 1.43% | 0.42% | -| **Inflect Nano CoreML** | 8 MB fp16 (4.0M) | **17 / 18 ms** | **402×** | 1.92% | 0.57% | +| **Inflect Micro CoreML** | 19 MB fp16 (9.4M) | **25.7 / 35.5 ms** | **245×** | 1.43% | 0.44% | +| **Inflect Nano CoreML** | 8 MB fp16 (4.0M) | **13.2 / 16.9 ms** | **460×** | 1.92% | 0.57% | | Kokoro ANE (en) | ~330 MB (82M) | 241 / 305 ms | 31× | 0.68% | 0.15% | | PocketTTS (en, streaming) | ~330 MB | 933 / 1233 ms (TTFT 26 ms) | 6.5× | 0.51% | 0.08% | | Supertonic-3 (int4) | ~100 MB | 81 / 120 ms | 94× | 1.02% | 0.31% | | StyleTTS2 (M2 numbers) | ~670 MB | 1574 / 3088 ms | 4.6× | 9.4% | 4.1% | Notes: -- p95 ≈ p50 because synthesizer cost is bucket-quantized — most phrases land - in the f1024 bucket, so latency is content-insensitive within a bucket. +- Synthesizer cost is bucket-quantized and ~linear in frames (micro ≈ + 0.033 ms/frame on GPU). The first run used coarse buckets {256, 512, 1024, + 2048}; 75% of phrases (p50 = 621 frames) overpaid in f1024 (p50 37 ms / + 192×). The shipped set {256, 384, 512, 640, 768, 896, 1024, 2048} tracks + the corpus distribution — at 128-frame granularity, padding overhead is + within ~5% of exact-shape synthesis, so dynamic shapes buy nothing more. +- fp16 model I/O and `CompiledMLModel` dispatch were A/B'd at f768: both + within noise (~25.3 ms either way) — the GPU is compute-bound, casts and + dispatch don't matter. Kept fp32 I/O. - Upstream claims 6.28× realtime on 4-thread CPU for Micro; the CoreML GPU pipeline is ~30× that. - The upstream Python frontend costs ~450 ms/phrase constructing a fresh diff --git a/models/tts/inflect-v2/coreml/benchmark-minimax.py b/models/tts/inflect-v2/coreml/benchmark-minimax.py index a0badbc..11f890f 100644 --- a/models/tts/inflect-v2/coreml/benchmark-minimax.py +++ b/models/tts/inflect-v2/coreml/benchmark-minimax.py @@ -66,6 +66,10 @@ def main(): parser.add_argument("--audio-dir", type=Path, required=True) parser.add_argument("--output-json", type=Path, required=True) parser.add_argument("--noise-scale", type=float, default=0.667) + parser.add_argument( + "--buckets", default="256,512,1024,2048", + help="comma-separated synthesizer frame buckets (build dirs must exist)") + parser.add_argument("--io-fp16", action="store_true", help="use -io16 fp16-I/O bundles") args = parser.parse_args() phrases = [ @@ -77,14 +81,19 @@ def main(): args.audio_dir.mkdir(parents=True, exist_ok=True) prefix = f"build/inflect-{args.variant}-v2-fp16" + suffix = "-io16" if args.io_fp16 else "" + io_dtype = np.float16 if args.io_fp16 else np.float32 + bucket_list = sorted(int(b) for b in args.buckets.split(",")) + # f1024 predates the t512 conversions; the synthesizer is t_text-independent. + t_for = lambda frames: 256 if (frames == 1024 and not args.io_fp16) else 512 cold0 = time.perf_counter() encoder = ct.models.MLModel( f"{prefix}-t512-f256/encoder.mlpackage", compute_units=ct.ComputeUnit.ALL) synths = { frames: ct.models.MLModel( - f"{prefix}-t{t}-f{frames}/synthesizer.mlpackage", + f"{prefix}-t{t_for(frames)}-f{frames}{suffix}/synthesizer.mlpackage", compute_units=ct.ComputeUnit.ALL) - for frames, t in ((256, 512), (512, 512), (1024, 256), (2048, 512)) + for frames in bucket_list } t_text = 512 @@ -107,12 +116,13 @@ def synth(text: str, seed: int) -> tuple[np.ndarray, float]: m_exp = enc["m_p"][:, :, :n_tok][:, :, idx] logs_exp = enc["logs_p"][:, :, :n_tok][:, :, idx] noise = np.random.default_rng(seed).standard_normal(m_exp.shape, dtype=np.float32) - z_p = np.zeros((1, m_exp.shape[1], t_frames), dtype=np.float32) + z_p = np.zeros((1, m_exp.shape[1], t_frames), dtype=io_dtype) z_p[:, :, :y_len] = m_exp + noise * np.exp(logs_exp) * args.noise_scale - y_mask = np.zeros((1, 1, t_frames), dtype=np.float32) + y_mask = np.zeros((1, 1, t_frames), dtype=io_dtype) y_mask[0, 0, :y_len] = 1.0 out = synths[t_frames].predict({"z_p": z_p, "y_mask": y_mask}) - audio = np.clip(edge_fade(out["audio"][0, 0, : y_len * HOP]), -1.0, 1.0) + audio = out["audio"][0, 0, : y_len * HOP].astype(np.float32) + audio = np.clip(edge_fade(audio), -1.0, 1.0) return audio, (time.perf_counter() - t0) * 1000 # Cold start = model loads; first synth = first end-to-end call (warm-up). diff --git a/models/tts/inflect-v2/coreml/convert-coreml.py b/models/tts/inflect-v2/coreml/convert-coreml.py index 4618f23..1df019e 100644 --- a/models/tts/inflect-v2/coreml/convert-coreml.py +++ b/models/tts/inflect-v2/coreml/convert-coreml.py @@ -172,7 +172,9 @@ def convert(traced, inputs, outputs, precision): ) -def convert_variant(checkpoint_dir: Path, output_dir: Path, t_text: int, t_frames: int, precision): +def convert_variant( + checkpoint_dir: Path, output_dir: Path, t_text: int, t_frames: int, precision, io_fp16: bool = False +): model, hps = load_synthesizer(checkpoint_dir) inter = hps.model.inter_channels output_dir.mkdir(parents=True, exist_ok=True) @@ -205,15 +207,16 @@ def convert_variant(checkpoint_dir: Path, output_dir: Path, t_text: int, t_frame z_p = torch.randn(1, inter, t_frames) y_mask = torch.zeros(1, 1, t_frames) y_mask[:, :, : t_frames // 2] = 1.0 + io_dtype = np.float16 if io_fp16 else np.float32 with torch.no_grad(): traced = torch.jit.trace(synthesizer, (z_p, y_mask)) ml_synth = convert( traced, inputs=[ - ct.TensorType(name="z_p", shape=(1, inter, t_frames), dtype=np.float32), - ct.TensorType(name="y_mask", shape=(1, 1, t_frames), dtype=np.float32), + ct.TensorType(name="z_p", shape=(1, inter, t_frames), dtype=io_dtype), + ct.TensorType(name="y_mask", shape=(1, 1, t_frames), dtype=io_dtype), ], - outputs=[ct.TensorType(name="audio")], + outputs=[ct.TensorType(name="audio", dtype=io_dtype)], precision=precision, ) synth_path = output_dir / "synthesizer.mlpackage" @@ -227,6 +230,7 @@ def main(): parser.add_argument("--t-text", type=int, default=256, help="fixed interspersed token length") parser.add_argument("--t-frames", type=int, default=1024, help="fixed mel-frame length (256 samples each)") parser.add_argument("--precision", choices=["fp16", "fp32"], default="fp16") + parser.add_argument("--io-fp16", action="store_true", help="fp16 model I/O (skips fp32<->fp16 casts)") parser.add_argument("--output-dir", type=Path, default=ROOT / "build") args = parser.parse_args() @@ -234,9 +238,10 @@ def main(): variants = ["micro", "nano"] if args.variant == "all" else [args.variant] for variant in variants: checkpoint_dir = ROOT / "checkpoints" / f"inflect-{variant}-v2" - out = args.output_dir / f"inflect-{variant}-v2-{args.precision}-t{args.t_text}-f{args.t_frames}" - print(f"=== converting {variant} (t_text={args.t_text}, t_frames={args.t_frames}, {args.precision}) ===") - convert_variant(checkpoint_dir, out, args.t_text, args.t_frames, precision) + suffix = "-io16" if args.io_fp16 else "" + out = args.output_dir / f"inflect-{variant}-v2-{args.precision}-t{args.t_text}-f{args.t_frames}{suffix}" + print(f"=== converting {variant} (t_text={args.t_text}, t_frames={args.t_frames}, {args.precision}{suffix}) ===") + convert_variant(checkpoint_dir, out, args.t_text, args.t_frames, precision, io_fp16=args.io_fp16) if __name__ == "__main__":