diff --git a/docs/changelogs/index.md b/docs/changelogs/index.md index e590ecb..3e1f495 100644 --- a/docs/changelogs/index.md +++ b/docs/changelogs/index.md @@ -2,6 +2,7 @@ Welcome to the TimeCopilot Changelog. Here, you will find a comprehensive list of all the changes, updates, and improvements made to the TimeCopilot project. This section is designed to keep you informed about the latest features, bug fixes, and enhancements as we continue to develop and refine the TimeCopilot experience. Stay tuned for regular updates and feel free to explore the details of each release below. +- [v0.0.27](v0.0.27.md) - [v0.0.26](v0.0.26.md) - [v0.0.25](v0.0.25.md) - [v0.0.24](v0.0.24.md) diff --git a/docs/changelogs/v0.0.27.md b/docs/changelogs/v0.0.27.md new file mode 100644 index 0000000..e09b8cb --- /dev/null +++ b/docs/changelogs/v0.0.27.md @@ -0,0 +1,26 @@ +### Features + +* **Toto 2.0 support**: The `Toto` class now transparently supports both Toto 1.0 and Toto 2.0 foundation models. Pass a Toto 2.0 checkpoint (e.g. `Datadog/Toto-2.0-4m`) as `repo_id` and the model family is detected automatically from the checkpoint configuration. Toto 2.0 predicts a fixed set of quantile knots (0.1, ..., 0.9): the median is used as the point forecast and requested `quantiles`/`level` are obtained by linear interpolation across the knots. See [#343](https://github.com/TimeCopilot/timecopilot/pull/343). + + ```python + import pandas as pd + from timecopilot.models.foundation.toto import Toto + + df = pd.read_csv( + "https://timecopilot.s3.amazonaws.com/public/data/air_passengers.csv", + parse_dates=["ds"], + ) + + model = Toto(repo_id="Datadog/Toto-2.0-4m", alias="Toto-2") + fcst_df = model.forecast(df, h=12, quantiles=[0.1, 0.5, 0.9]) + ``` + + Available Toto 2.0 checkpoints: `Datadog/Toto-2.0-4m`, `Datadog/Toto-2.0-22m`, `Datadog/Toto-2.0-313m`, `Datadog/Toto-2.0-1B`, and `Datadog/Toto-2.0-2.5B`. + +### Documentation + +* **Toto family example**: Added the [Toto Family](https://timecopilot.dev/examples/toto-family/) notebook, comparing Toto 1.0, Toto 2.0, `Prophet`, `AutoARIMA`, and `SeasonalNaive`. See [#343](https://github.com/TimeCopilot/timecopilot/pull/343). + +--- + +**Full Changelog**: https://github.com/TimeCopilot/timecopilot/compare/v0.0.26...v0.0.27 diff --git a/docs/examples/toto-family.ipynb b/docs/examples/toto-family.ipynb new file mode 100644 index 0000000..8f1d62c --- /dev/null +++ b/docs/examples/toto-family.ipynb @@ -0,0 +1,709 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "dbcf16ef", + "metadata": {}, + "source": [ + "# Forecast Using the Toto Family" + ] + }, + { + "cell_type": "markdown", + "id": "67e73106", + "metadata": {}, + "source": [ + "TimeCopilot ships a single `Toto` class that transparently supports both Toto 1.0 (sample-based) and Toto 2.0 (quantile-knot based) foundation models from Datadog. The model family is detected automatically from the checkpoint, so you only need to pass the right `repo_id`.\n", + "\n", + "In this example we compare Toto 1.0 (151M parameters) against the two smallest Toto 2.0 checkpoints, `Datadog/Toto-2.0-4m` (4M parameters) and `Datadog/Toto-2.0-22m` (22M parameters), together with the classical baselines `Prophet`, `AutoARIMA`, and `SeasonalNaive`." + ] + }, + { + "cell_type": "markdown", + "id": "f0c5e616", + "metadata": {}, + "source": [ + "## Import libraries" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ee3d5b6", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:22:42.895509Z", + "iopub.status.busy": "2026-06-03T20:22:42.894665Z", + "iopub.status.idle": "2026-06-03T20:22:50.721921Z", + "shell.execute_reply": "2026-06-03T20:22:50.721698Z" + } + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "from timecopilot import TimeCopilotForecaster" + ] + }, + { + "cell_type": "markdown", + "id": "bf4b868a", + "metadata": {}, + "source": [ + "## Load the dataset \n", + "\n", + "The DataFrame must include at least the following columns:\n", + "- unique_id: Unique identifier for each time series (string)\n", + "- ds: Date column (datetime format)\n", + "- y: Target variable for forecasting (float format)\n", + "\n", + "The pandas frequency will be inferred from the ds column, if not provided.\n", + "If the seasonality is not provided, it will be inferred based on the frequency. \n", + "If the horizon is not set, it will default to 2 times the inferred seasonality." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "05998eb9", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:22:50.723189Z", + "iopub.status.busy": "2026-06-03T20:22:50.723112Z", + "iopub.status.idle": "2026-06-03T20:22:51.282729Z", + "shell.execute_reply": "2026-06-03T20:22:51.282516Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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unique_iddsy
0Oktoberfest2020-01-3125376
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+ "text/plain": [ + "
" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TimeCopilotForecaster.plot(df)" + ] + }, + { + "cell_type": "markdown", + "id": "2da8b861", + "metadata": {}, + "source": [ + "## Import the models" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "68479e12", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:22:51.723197Z", + "iopub.status.busy": "2026-06-03T20:22:51.723114Z", + "iopub.status.idle": "2026-06-03T20:22:52.714314Z", + "shell.execute_reply": "2026-06-03T20:22:52.714051Z" + } + }, + "outputs": [], + "source": [ + "from timecopilot.models.foundation.toto import Toto\n", + "from timecopilot.models.prophet import Prophet\n", + "from timecopilot.models.stats import AutoARIMA, SeasonalNaive" + ] + }, + { + "cell_type": "markdown", + "id": "b8e87aeb", + "metadata": {}, + "source": [ + "## Create a TimeCopilotForecaster\n", + "\n", + "We compare Toto 1.0 (`Datadog/Toto-Open-Base-1.0`, 151M parameters) with the two smallest Toto 2.0 checkpoints, `Datadog/Toto-2.0-4m` (4M parameters) and `Datadog/Toto-2.0-22m` (22M parameters), against `Prophet`, `AutoARIMA`, and `SeasonalNaive`. Each model gets a distinct `alias` so its forecasts are easy to identify." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8579b5e3", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:22:52.715547Z", + "iopub.status.busy": "2026-06-03T20:22:52.715461Z", + "iopub.status.idle": "2026-06-03T20:22:52.717447Z", + "shell.execute_reply": "2026-06-03T20:22:52.717268Z" + } + }, + "outputs": [], + "source": [ + "models = [\n", + " Toto(repo_id=\"Datadog/Toto-Open-Base-1.0\", alias=\"Toto-1-151M\"),\n", + " Toto(repo_id=\"Datadog/Toto-2.0-4m\", alias=\"Toto-2-4M\"),\n", + " Toto(repo_id=\"Datadog/Toto-2.0-22m\", alias=\"Toto-2-22M\"),\n", + " Prophet(),\n", + " AutoARIMA(),\n", + " SeasonalNaive(),\n", + "]\n", + "\n", + "tcf = TimeCopilotForecaster(models=models)" + ] + }, + { + "cell_type": "markdown", + "id": "938c2b6b", + "metadata": {}, + "source": [ + "## Generate forecast \n", + "\n", + "You can optionally specify the following parameters:\n", + "- freq: The frequency of your data (e.g., 'D' for daily, 'M' for monthly)\n", + "- h: The forecast horizon, which is the number of periods to predict\n", + "- seasonality: The seasonal period of your data, which can be inferred if not provided" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ad596b1", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:22:52.718528Z", + "iopub.status.busy": "2026-06-03T20:22:52.718464Z", + "iopub.status.idle": "2026-06-03T20:24:24.772934Z", + "shell.execute_reply": "2026-06-03T20:24:24.754864Z" + } + }, + "outputs": [], + "source": [ + "level = [20, 40, 60, 80]\n", + "cv_df = tcf.cross_validation(df=df, h=12, level=level)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2327c32c", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-03T20:24:24.822266Z", + "iopub.status.busy": "2026-06-03T20:24:24.818302Z", + "iopub.status.idle": "2026-06-03T20:24:25.735296Z", + "shell.execute_reply": "2026-06-03T20:24:25.735041Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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2Black Friday2024-11-302024-08-311105818899.69531215117.93359421524.93750011459.41015624256.6699227209.637207...27347.14453117053.015411.10546913654.45996111598.6132818747.50878918694.89453120451.53906222507.38671925358.490234
3Black Friday2024-12-312024-08-3135482831.0263672498.4865723178.4914552320.7587893893.1411132095.536133...11227.8857425407.03765.1057132008.460327-47.386593-2898.4912117048.8940438805.54003910861.38671913712.491211
4Black Friday2025-01-312024-08-3117242105.9062501962.7343752244.0297851869.2280272564.6594241767.263428...8978.1240232656.01014.105774-742.539673-2798.386475-5649.4912114297.8940436054.5395518110.38671910961.491211
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metricmasescaled_crps
Toto-2-4M1.5650.333
Toto-1-151M1.5330.353
Toto-2-22M1.4990.362
SeasonalNaive1.5760.521
Prophet2.1680.559
AutoARIMA1.8970.565
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" + ], + "text/plain": [ + "metric mase scaled_crps\n", + "Toto-2-4M 1.565 0.333\n", + "Toto-1-151M 1.533 0.353\n", + "Toto-2-22M 1.499 0.362\n", + "SeasonalNaive 1.576 0.521\n", + "Prophet 2.168 0.559\n", + "AutoARIMA 1.897 0.565" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eval_df = evaluate(\n", + " cv_df.drop(columns=[\"cutoff\"]),\n", + " train_df=df.query(\"ds <= '2024-08-31'\"),\n", + " metrics=[partial(mase, seasonality=12), scaled_crps],\n", + " level=level,\n", + ")\n", + "eval_df.groupby(\"metric\").mean(numeric_only=True).T.sort_values(\n", + " by=\"scaled_crps\"\n", + ").round(3)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/mkdocs.yml b/mkdocs.yml index 0e8e275..5ed582a 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -28,6 +28,7 @@ nav: - examples/ts-foundation-models-comparison-quickstart.ipynb - examples/gift-eval.ipynb - examples/chronos-family.ipynb + - examples/toto-family.ipynb - examples/finetuning.ipynb - examples/cryptocurrency-quickstart.ipynb - examples/sktime.ipynb @@ -54,6 +55,9 @@ nav: - api/gift-eval/gift-eval.md - Changelogs: - changelogs/index.md + - changelogs/v0.0.27.md + - changelogs/v0.0.26.md + - changelogs/v0.0.25.md - changelogs/v0.0.24.md - changelogs/v0.0.23.md - changelogs/v0.0.22.md diff --git a/pyproject.toml b/pyproject.toml index 4d434b8..57e09a6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -96,7 +96,8 @@ dependencies = [ "timecopilot-granite-tsfm>=0.1.2", "timecopilot-timesfm>=0.2.1", "timecopilot-tirex>=0.1.0 ; python_full_version >= '3.11'", - "timecopilot-toto>=0.1.5", + "timecopilot-toto-2>=0.1.1", + "timecopilot-toto>=0.1.6", "timecopilot-uni2ts>=0.1.2 ; python_full_version < '3.14'", "torchmetrics>=1.8.2", "transformers>=4.41,<5 ; python_full_version < '3.13'", diff --git a/tests/models/conftest.py b/tests/models/conftest.py index 8e3d0dd..a3838ac 100644 --- a/tests/models/conftest.py +++ b/tests/models/conftest.py @@ -108,6 +108,12 @@ def disable_mps_session(monkeypatch): context_length=2_048, ), Toto(context_length=256, batch_size=2), + Toto( + repo_id="Datadog/Toto-2.0-4m", + alias="Toto-2", + context_length=256, + batch_size=2, + ), Moirai( context_length=256, batch_size=2, diff --git a/timecopilot/models/foundation/toto.py b/timecopilot/models/foundation/toto.py index 735c4c5..059fe1b 100644 --- a/timecopilot/models/foundation/toto.py +++ b/timecopilot/models/foundation/toto.py @@ -1,21 +1,31 @@ +import json from contextlib import contextmanager +from pathlib import Path import numpy as np import pandas as pd import torch +from huggingface_hub import hf_hub_download from toto.data.util.dataset import MaskedTimeseries from toto.inference.forecaster import TotoForecaster from toto.model.toto import Toto as TotoModel +from toto2 import Toto2Model from tqdm import tqdm from ..utils.forecaster import Forecaster, QuantileConverter from .utils import TimeSeriesDataset +# Config key that only appears in Toto 2.0 checkpoints (a Toto2ModelConfig field). +# Used to dispatch between the Toto 1.0 and Toto 2.0 backends. +_TOTO2_CONFIG_KEY = "num_variate_layers_per_group" + class Toto(Forecaster): """ - Toto is a foundation model for multivariate time series forecasting, optimized - for observability and high-dimensional data. See the + Toto is a family of foundation models for multivariate time series + forecasting, optimized for observability and high-dimensional data. This + class transparently supports both Toto 1.0 and Toto 2.0 checkpoints, + dispatching to the appropriate backend based on the loaded model. See the [official repo](https://github.com/DataDog/toto) for more details. """ @@ -26,14 +36,19 @@ def __init__( batch_size: int = 16, num_samples: int = 128, samples_per_batch: int = 8, + decode_block_size: int | None = None, alias: str = "Toto", ): + # ruff: noqa: E501 """ Args: repo_id (str, optional): The Hugging Face Hub model ID or local path to - load the Toto model from. Examples include "Datadog/Toto-Open-Base-1.0". - Defaults to "Datadog/Toto-Open-Base-1.0". See the full list of models - at [Hugging Face](https://huggingface.co/Datadog). + load the Toto model from. This can be either a Toto 1.0 checkpoint + (e.g. "Datadog/Toto-Open-Base-1.0") or a Toto 2.0 checkpoint (e.g. + "Datadog/Toto-2.0-4m"). The model family is detected automatically + from the checkpoint configuration. Defaults to + "Datadog/Toto-Open-Base-1.0". See the full list of models at + [Hugging Face](https://huggingface.co/Datadog). context_length (int, optional): Maximum context length (input window size) for the model. Defaults to 4096. Should match the configuration of the pretrained checkpoint. See [Toto docs](https://github.com/DataDog/toto# @@ -42,16 +57,44 @@ def __init__( Adjust based on available memory and model size. num_samples (int, optional): Number of samples for probabilistic forecasting. Controls the number of forecast samples drawn for - uncertainty estimation. Defaults to 128. + uncertainty estimation. Defaults to 128. Only used by Toto 1.0 + checkpoints; ignored by Toto 2.0, which predicts fixed quantile knots + directly. samples_per_batch (int, optional): Number of samples processed per batch - during inference. Controls memory usage. Defaults to 8. + during inference. Controls memory usage. Defaults to 8. Only used by + Toto 1.0 checkpoints; ignored by Toto 2.0. + decode_block_size (int | None, optional): Block size for Toto 2.0 block + decoding, expressed in time steps and divisible by the model patch + size. When None (default), Toto 2.0 forecasts in a single forward + pass, which is faster and better for short horizons. Larger values + (e.g. 768) improve long-term stability for very long horizons. Only + used by Toto 2.0 checkpoints; ignored by Toto 1.0. alias (str, optional): Name to use for the model in output DataFrames and logs. Defaults to "Toto". Notes: + **Available models:** + + *Toto 1.0 (sample-based):* + + | Model ID | Parameters | + | ----------------------------------------------------------------------------------- | ---------- | + | [`Datadog/Toto-Open-Base-1.0`](https://huggingface.co/Datadog/Toto-Open-Base-1.0) | 151M | + + *Toto 2.0 (quantile-knot based):* + + | Model ID | Parameters | + | --------------------------------------------------------------------- | ---------- | + | [`Datadog/Toto-2.0-4m`](https://huggingface.co/Datadog/Toto-2.0-4m) | 4M | + | [`Datadog/Toto-2.0-22m`](https://huggingface.co/Datadog/Toto-2.0-22m) | 22M | + | [`Datadog/Toto-2.0-313m`](https://huggingface.co/Datadog/Toto-2.0-313m) | 313M | + | [`Datadog/Toto-2.0-1B`](https://huggingface.co/Datadog/Toto-2.0-1B) | 1B | + | [`Datadog/Toto-2.0-2.5B`](https://huggingface.co/Datadog/Toto-2.0-2.5B) | 2.5B | + **Academic Reference:** - - Paper: [Building a Foundation Model for Time Series](https://arxiv.org/abs/2505.14766) + - Paper (Toto 1.0): [Building a Foundation Model for Time Series](https://arxiv.org/abs/2505.14766) + - Paper (Toto 2.0): [Toto 2.0: Time Series Forecasting Enters the Scaling Era](https://arxiv.org/abs/2605.20119) **Resources:** @@ -63,25 +106,61 @@ def __init__( - The model is loaded onto the best available device (GPU if available, otherwise CPU). - For best performance, a CUDA-capable GPU is recommended. + - Toto 1.0 draws probabilistic samples and reports the sample mean as the + point forecast, with exact sample quantiles. Toto 2.0 predicts a fixed + set of quantile knots (0.1, 0.2, ..., 0.9); the median (0.5) is used as + the point forecast and requested quantiles are obtained by linear + interpolation across the knots. """ self.repo_id = repo_id self.context_length = context_length self.batch_size = batch_size - # Number of samples for probabilistic forecasting + # Number of samples for probabilistic forecasting (Toto 1.0 only) self.num_samples = num_samples - # Control memory usage during inference + # Control memory usage during inference (Toto 1.0 only) self.samples_per_batch = samples_per_batch + # Block decoding size (Toto 2.0 only) + self.decode_block_size = decode_block_size self.alias = alias self.device = "cuda" if torch.cuda.is_available() else "cpu" + self._is_toto2_cache: bool | None = None + + def _is_toto2(self) -> bool: + """Detect whether ``repo_id`` points to a Toto 2.0 checkpoint. + + Detection is based on the model ``config.json``: Toto 2.0 + configurations contain Toto2-specific fields that are absent from + Toto 1.0 checkpoints. The result is cached on the instance. + """ + if self._is_toto2_cache is not None: + return self._is_toto2_cache + repo_path = Path(self.repo_id) + if repo_path.is_dir(): + config_path = repo_path / "config.json" + else: + config_path = Path( + hf_hub_download(repo_id=self.repo_id, filename="config.json") + ) + config = json.loads(config_path.read_text()) + self._is_toto2_cache = _TOTO2_CONFIG_KEY in config + return self._is_toto2_cache @contextmanager - def _get_model(self) -> TotoForecaster: - model = TotoModel.from_pretrained(self.repo_id).to(self.device) - try: - yield TotoForecaster(model.model) - finally: - del model - torch.cuda.empty_cache() + def _get_model(self) -> TotoForecaster | Toto2Model: + if self._is_toto2(): + model = Toto2Model.from_pretrained(self.repo_id).to(self.device).eval() + try: + yield model + finally: + del model + torch.cuda.empty_cache() + else: + model = TotoModel.from_pretrained(self.repo_id).to(self.device) + try: + yield TotoForecaster(model.model) + finally: + del model + torch.cuda.empty_cache() def _to_masked_timeseries(self, batch: list[torch.Tensor]) -> MaskedTimeseries: batch_size = len(batch) @@ -103,7 +182,10 @@ def _to_masked_timeseries(self, batch: list[torch.Tensor]) -> MaskedTimeseries: series_length = len(ts) if series_length > self.context_length: ts = ts[-self.context_length :] - padded_tensor[idx, -series_length:] = ts + series_length = self.context_length + padded_tensor[idx, -series_length:] = ts.to( + device=self.device, dtype=torch.float + ) padding_mask[idx, -series_length:] = 1.0 masked_ts = MaskedTimeseries( series=padded_tensor, @@ -120,6 +202,50 @@ def _to_masked_timeseries(self, batch: list[torch.Tensor]) -> MaskedTimeseries: ) return masked_ts + def _to_toto2_inputs(self, batch: list[torch.Tensor]) -> dict[str, torch.Tensor]: + """Build the Toto 2.0 ``forecast`` inputs dict for a batch. + + Produces left-padded ``target``/``target_mask`` tensors of shape + ``(batch, n_var=1, context_length)`` together with zero + ``series_ids`` of shape ``(batch, n_var=1)``. + """ + batch_size = len(batch) + padded_tensor = torch.zeros( + batch_size, + self.context_length, + dtype=torch.float, + device=self.device, + ) + padding_mask = torch.zeros( + batch_size, + self.context_length, + dtype=torch.bool, + device=self.device, + ) + for idx, ts in enumerate(batch): + series_length = len(ts) + if series_length > self.context_length: + ts = ts[-self.context_length :] + series_length = self.context_length + padded_tensor[idx, -series_length:] = ts.to( + device=self.device, dtype=torch.float + ) + padding_mask[idx, -series_length:] = True + # add the variate dimension (n_var=1) + target = padded_tensor.unsqueeze(1) + target_mask = padding_mask.unsqueeze(1) + series_ids = torch.zeros( + batch_size, + 1, + dtype=torch.long, + device=self.device, + ) + return { + "target": target, + "target_mask": target_mask, + "series_ids": series_ids, + } + def _forecast( self, model: TotoForecaster, @@ -139,7 +265,7 @@ def _forecast( for batch in tqdm(dataset) ] # list of fcsts objects - fcsts_mean = [fcst.mean.cpu().numpy() for fcst in fcsts] + fcsts_mean = [fcst.median.cpu().numpy() for fcst in fcsts] fcsts_mean_np = np.concatenate(fcsts_mean, axis=1) if fcsts_mean_np.shape[0] != 1: raise ValueError( @@ -168,6 +294,62 @@ def _forecast( fcsts_quantiles_np = None return fcsts_mean_np, fcsts_quantiles_np + def _forecast_toto2( + self, + model: Toto2Model, + dataset: TimeSeriesDataset, + h: int, + quantiles: list[float] | None, + ) -> tuple[np.ndarray, np.ndarray | None]: + """Forecast with a Toto 2.0 model. + + Toto 2.0 predicts a fixed set of quantile knots (0.1, ..., 0.9). The + median knot is used as the point forecast, and requested quantiles are + obtained by linear interpolation across the knots. + """ + knots = list(model.output_head.knots) + median_idx = knots.index(0.5) + # collect per-batch quantile knots of shape (n_knots, batch, h) + knot_fcsts: list[np.ndarray] = [] + for batch in tqdm(dataset): + inputs = self._to_toto2_inputs(batch) + with torch.no_grad(): + # shape: (n_knots, batch, n_var=1, h) + q = model.forecast( + inputs, + horizon=h, + decode_block_size=self.decode_block_size, + has_missing_values=True, + ) + q_np = q.float().cpu().numpy() + if q_np.shape[2] != 1: + raise ValueError( + f"toto2 forecast n_var != 1: {q_np.shape[2]} != 1, " + "this is not expected, please open an issue on github" + ) + knot_fcsts.append(q_np.squeeze(axis=2)) + # shape: (n_knots, n_series, h) + knots_np = np.concatenate(knot_fcsts, axis=1) + fcsts_mean_np = knots_np[median_idx] + if quantiles is not None: + # interpolate requested quantiles across the fixed knots, per + # (series, horizon) position. np.interp clamps at the edge knots. + knots_arr = np.asarray(knots) + fcsts_quantiles_np = np.stack( + [ + np.apply_along_axis( + lambda col, _q=q: np.interp(_q, knots_arr, col), + axis=0, + arr=knots_np, + ) + for q in quantiles + ], + axis=-1, + ) + else: + fcsts_quantiles_np = None + return fcsts_mean_np, fcsts_quantiles_np + def forecast( self, df: pd.DataFrame, @@ -209,7 +391,8 @@ def forecast( and 1. Should not be used simultaneously with `level`. When provided, the output DataFrame will contain additional columns named in the format "model-q-{percentile}", where {percentile} - = 100 × quantile value. + = 100 × quantile value. For Toto 2.0 checkpoints, quantiles are + linearly interpolated across the model's fixed knots. Returns: pd.DataFrame: @@ -226,8 +409,9 @@ def forecast( qc = QuantileConverter(level=level, quantiles=quantiles) dataset = TimeSeriesDataset.from_df(df, batch_size=self.batch_size) fcst_df = dataset.make_future_dataframe(h=h, freq=freq) + forecast_fn = self._forecast_toto2 if self._is_toto2() else self._forecast with self._get_model() as model: - fcsts_mean_np, fcsts_quantiles_np = self._forecast( + fcsts_mean_np, fcsts_quantiles_np = forecast_fn( model, dataset, h, diff --git a/uv.lock b/uv.lock index 7ef83bc..fe1a5ca 100644 --- a/uv.lock +++ b/uv.lock @@ -7245,6 +7245,7 @@ dependencies = [ {name = "timecopilot-granite-tsfm"}, {name = "timecopilot-timesfm"}, {name = "timecopilot-toto"}, + {name = "timecopilot-toto-2"}, {name = "torchmetrics"}, {name = "transformers"}, {name = "tsfeatures"}, @@ -7330,7 +7331,8 @@ requires-dist = [ {name = "timecopilot-chronos-forecasting", specifier = ">=0.2.1"}, {name = "timecopilot-granite-tsfm", specifier = ">=0.1.2"}, {name = "timecopilot-timesfm", specifier = ">=0.2.1"}, - 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