From f10c652368a3702b915d7406fa6fda2e624b8791 Mon Sep 17 00:00:00 2001 From: hz Date: Sun, 3 May 2026 06:30:59 +0000 Subject: [PATCH] release(0.2.0): scmidas.integrate() + bundled quickstart + Colab notebook MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit User-facing entry point overhaul focused on first-impression UX. The previous Quick start in the README was an API sketch with `...` placeholders that nobody could paste-run; new users had to read the full demo2 tutorial before their first MIDAS run. This release bundles a 2.66 MB toy MuData (1600 cells, RNA+ADT mosaic, hand-tuned subset of wnn_mosaic_8batch_mtx) inside the wheel, plus a top-level `scmidas.integrate(mdata)` wrapper with hyperparameters (batch_size=128, max_epochs=65, lr=3e-4) tuned to converge on that toy dataset in about a minute on a mid-range GPU. The README quickstart is now five runnable lines plus a rendered UMAP image; an `Open in Colab` badge points at a pre-executed `examples/quickstart.ipynb` so users can try MIDAS without installing anything locally. The new defaults are loud about their toy-tuned scope — both the docstring `.. warning::` block and the README explicitly say to override `max_epochs` (1000-2000) and `batch_size` (256) for real data. Also folds in the unreleased library-logging refactor (5 modules drop `logging.basicConfig` for module-level `getLogger(__name__)`) that has been on `main` since 4e75e4e. --- .gitignore | 3 + README.md | 26 +- docs/source/_static/img/quickstart_umap.png | Bin 0 -> 124715 bytes docs/source/release.md | 38 + examples/quickstart.ipynb | 747 +++++++++++++++++++ pyproject.toml | 4 +- scripts/build_quickstart_demo.py | 169 +++++ src/scmidas/__init__.py | 2 + src/scmidas/api.py | 127 ++++ src/scmidas/data/quickstart_pbmc_mosaic.h5mu | Bin 0 -> 2789920 bytes src/scmidas/datasets.py | 45 ++ 11 files changed, 1145 insertions(+), 16 deletions(-) create mode 100644 docs/source/_static/img/quickstart_umap.png create mode 100644 examples/quickstart.ipynb create mode 100644 scripts/build_quickstart_demo.py create mode 100644 src/scmidas/api.py create mode 100644 src/scmidas/data/quickstart_pbmc_mosaic.h5mu create mode 100644 src/scmidas/datasets.py diff --git a/.gitignore b/.gitignore index c63ff4b..d4fc55d 100644 --- a/.gitignore +++ b/.gitignore @@ -18,5 +18,8 @@ auto_ver.sh *.yaml *.png *.jpg +# whitelist images committed to the docs static dir +!docs/source/_static/img/*.png +!docs/source/_static/img/*.jpg .venv* .nfs* diff --git a/README.md b/README.md index df12069..bd01045 100644 --- a/README.md +++ b/README.md @@ -13,6 +13,7 @@ PyPI version Documentation Status License + Open In Colab GitHub Stars

@@ -38,26 +39,23 @@ pip install scmidas ## Quick start -The MIDAS workflow is four calls. The snippet below is an API sketch — replace `...` with your data and refer to the [tutorials](https://scmidas.readthedocs.io/en/latest/) for runnable end-to-end examples. +A bundled 1600-cell PBMC RNA+ADT mosaic dataset lets you go from `pip install` to a UMAP in about a minute on a single GPU — no extra downloads, no config files. Click the [Colab badge](https://colab.research.google.com/github/labomics/midas/blob/main/examples/quickstart.ipynb) to run it without installing anything, or copy the snippet: ```python -from scmidas.config import load_config -from scmidas.model import MIDAS +import scmidas -# 1. Build a model bound to a mosaic dataset. -# Input is either a directory of per-batch MTX matrices, or a MuData -# object via MIDAS.configure_data_from_mdata(...). -model = MIDAS.configure_data_from_dir(load_config(), ..., transform={'atac': 'binarize'}) +mdata = scmidas.datasets.quickstart() # bundled toy MuData +model = scmidas.integrate(mdata) # ~1 min on a mid-range GPU +out = model.predict(joint_latent=True) # latent embeddings per batch +``` -# 2. Train. -model.train(max_epochs=2000) +This produces lineage-separated clusters that mix freely across batches: -# 3. Predict — latent embeddings (z_c, z_u) and imputed counts per batch. -pred = model.predict() +
+ quickstart UMAP +
-# 4. (Optional) UMAP of the integrated latent space. -model.get_emb_umap() -``` +> ⚠️ **`scmidas.integrate()` defaults are tuned for the bundled toy dataset.** For your own data, override `max_epochs` (1000-2000 is typical) and consider letting `batch_size` default back to 256, e.g. `scmidas.integrate(my_mdata, max_epochs=2000, batch_size=256)`. See the [full demos](https://scmidas.readthedocs.io/en/latest/) for end-to-end pipelines on real-sized data, including imputation, batch correction, and cross-modality translation. ## Reproducibility diff --git a/docs/source/_static/img/quickstart_umap.png b/docs/source/_static/img/quickstart_umap.png new file mode 100644 index 0000000000000000000000000000000000000000..2daa0b6f74f2e5ee07508b359ebbe34806bbee63 GIT binary patch literal 124715 zcmd42Wmr^i^frppt&)-w0@9rWBOss>0}>Jf0@B?>4k2AiBi+*7B_JRT(%lT*Jp-JL zzyJHb=X^fr!?`XQgcW*;{b-RO^}j zb-bk2+pX*SmC?-3HDNV37rjt9H+R3Jsj05ceXcI|txg7UsOtQ}0>|$K>+@z9JEN5g z!&~`{>qQ8dOU%?{DCOm0P_LuOriz-n`co+^y01_EdqEbNm!6~iub&=%Kb3}t6YxLp zKK%TQh4}yW`L`L$|L2dfeE**x{eSnSO0TZ#f{c?>wRBPzOY_~$?$j61zm->)%y-5M zSVB8Wb(>1hmA^h&)t7!8AcY)EmGJt3Ndxtnp4J4metdqO>v4JDd3OzujgP-GUwixR z-OBltzUfk{7i?Di-=2O?IMQ*u9>X#-Gtc(t5_07e^fb~BTM?Y6@Zq*bR1ztyG4m8qQ~J&cJ}ZjK2tr1hvWIZ6lNt(x@x=ANeIsQ`7@Z-`>LJpEmX2I 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this file. --- +## Version 0.2.x + +### v0.2.0 (2026-05-03) +* **🚀 New — `scmidas.integrate(mdata)` one-line entry point** + * A thin top-level wrapper around `MIDAS.configure_data_from_mdata` + + `train()` with toy-tuned defaults (`batch_size=128`, + `max_epochs=65`, `lr=3e-4`) so that the bundled quickstart + dataset converges in roughly one minute on a single mid-range + GPU. The full `MIDAS` class API is unchanged for users who + need control. + * ⚠️ The defaults are tuned for the toy quickstart only. For + real datasets, override `max_epochs` (1000-2000) and consider + `batch_size=256`. +* **🚀 New — bundled quickstart dataset** + * `scmidas.datasets.quickstart()` returns a 1600-cell PBMC RNA+ADT + mosaic MuData (4 batches, full mosaic structure: one RNA-only, + one ADT-only, two paired). 500 RNA HVGs + 224 ADT features, + 2.66 MB shipped inside the wheel. + * Source: hand-tuned subset of `wnn_mosaic_8batch_mtx`. Build + script: `scripts/build_quickstart_demo.py`. +* **📚 Documentation** + * New `examples/quickstart.ipynb` — pre-rendered notebook that + users can open in Colab via the new badge in the README, no + local install required. + * README quickstart rewritten: replaces the previous `...` API + sketch with a runnable five-line snippet using + `scmidas.datasets.quickstart()` + `scmidas.integrate()`, + followed by the rendered UMAP image. +* **⚙️ Packaging** + * `pyproject.toml` ships `data/*.h5mu` as package data so the + quickstart dataset travels with the wheel. + * Module-level `logging.basicConfig(level=INFO)` removed from + five files (`config`, `data`, `model`, `nn`, `utils`); each + now does the canonical `logger = logging.getLogger(__name__)` + instead. Demo notebooks call `logging.basicConfig` themselves + so visible output is unchanged. Libraries should not call + `basicConfig` — it overrides the user's own logging config. + ## Version 0.1.x ### v0.1.19 (2026-05-03) diff --git a/examples/quickstart.ipynb b/examples/quickstart.ipynb new file mode 100644 index 0000000..45a8534 --- /dev/null +++ b/examples/quickstart.ipynb @@ -0,0 +1,747 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5881277c", + "metadata": {}, + "source": [ + "# scmidas quickstart\n", + "\n", + "Five lines from `pip install scmidas` to a UMAP of mosaic-integrated single-cell multi-omic data.\n", + "\n", + "This notebook trains MIDAS on a **toy 1600-cell PBMC mosaic dataset** (RNA + ADT, 4 batches with paired and unpaired modality combinations) bundled inside the package. On a free Colab T4 GPU end-to-end takes about 2 minutes; on a local mid-range GPU about 1 minute.\n", + "\n", + "> ⚠️ **The default `scmidas.integrate(...)` hyperparameters are tuned for this toy dataset**, not for your own data. For a real analysis, see [demo2 / demo3](https://scmidas.readthedocs.io/en/latest/) and tune `max_epochs`, `batch_size` accordingly." + ] + }, + { + "cell_type": "markdown", + "id": "8792bc14", + "metadata": {}, + "source": [ + "## 1. Install (Colab only)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "c46a8c24", + "metadata": { + "execution": { + "iopub.execute_input": "2026-05-03T05:44:21.109192Z", + "iopub.status.busy": "2026-05-03T05:44:21.108326Z", + "iopub.status.idle": "2026-05-03T05:44:21.110400Z", + "shell.execute_reply": "2026-05-03T05:44:21.109789Z" + } + }, + "outputs": [], + "source": [ + "# Uncomment the next line on Colab; skip if scmidas is already installed.\n", + "# !pip install scmidas" + ] + }, + { + "cell_type": "markdown", + "id": "023f43b7", + "metadata": {}, + "source": [ + "## 2. Load the bundled quickstart dataset\n", + "\n", + "A 1600-cell PBMC mosaic MuData (RNA + ADT). 4 batches with the typical mosaic structure: one RNA-only, one ADT-only, two with both modalities." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ee9385e5", + "metadata": { + "execution": { + "iopub.execute_input": "2026-05-03T05:44:21.116404Z", + "iopub.status.busy": "2026-05-03T05:44:21.115804Z", + "iopub.status.idle": "2026-05-03T05:44:25.934178Z", + "shell.execute_reply": "2026-05-03T05:44:25.935356Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
MuData object with n_obs × n_vars = 1600 × 724\n",
+       "  obs:\t'batch', 'celltype'\n",
+       "  2 modalities\n",
+       "    rna:\t1200 × 500\n",
+       "      obs:\t'batch', 'celltype'\n",
+       "    adt:\t1200 × 224\n",
+       "      obs:\t'batch', 'celltype'
" + ], + "text/plain": [ + "MuData object with n_obs × n_vars = 1600 × 724\n", + " obs:\t'batch', 'celltype'\n", + " 2 modalities\n", + " rna:\t1200 × 500\n", + " obs:\t'batch', 'celltype'\n", + " adt:\t1200 × 224\n", + " obs:\t'batch', 'celltype'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "import logging\n", + "logging.basicConfig(level=logging.INFO)\n", + "\n", + "import scmidas\n", + "\n", + "mdata = scmidas.datasets.quickstart()\n", + "mdata" + ] + }, + { + "cell_type": "markdown", + "id": "602dc63b", + "metadata": {}, + "source": [ + "## 3. Train\n", + "\n", + "One call. `scmidas.integrate(...)` infers feature dimensions from the MuData and uses defaults that produce a clean UMAP for this toy dataset in about a minute." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e91fadfd", + "metadata": { + "execution": { + "iopub.execute_input": "2026-05-03T05:44:25.940862Z", + "iopub.status.busy": "2026-05-03T05:44:25.940266Z", + "iopub.status.idle": "2026-05-03T05:45:29.365469Z", + "shell.execute_reply": "2026-05-03T05:45:29.364139Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:scmidas.config:The model is initialized with the default configurations.\n", + "INFO:scmidas.api:scmidas.integrate(): toy-tuned defaults — batch_size=128, max_epochs=65, lr=0.0003. For real datasets, override max_epochs (e.g. 2000) and consider batch_size=256.\n", + "INFO:scmidas.model:Input data: \n", + " #CELL #RNA #ADT\n", + "p1_0 400 500.0 NaN\n", + "p2_0 400 NaN 224.0\n", + "p3_0 400 500.0 224.0\n", + "p4_0 400 500.0 224.0\n", + "INFO: 💡 Tip: For seamless cloud uploads and versioning, try installing [litmodels](https://pypi.org/project/litmodels/) to enable LitModelCheckpoint, which syncs automatically with the Lightning model registry.\n", + "INFO:lightning.pytorch.utilities.rank_zero:💡 Tip: For seamless cloud uploads and versioning, try installing [litmodels](https://pypi.org/project/litmodels/) to enable LitModelCheckpoint, which syncs automatically with the Lightning model registry.\n", + "INFO: GPU available: True (cuda), used: True\n", + "INFO:lightning.pytorch.utilities.rank_zero:GPU available: True (cuda), used: True\n", + "INFO: TPU available: False, using: 0 TPU cores\n", + "INFO:lightning.pytorch.utilities.rank_zero:TPU available: False, using: 0 TPU cores\n", + "INFO: HPU available: False, using: 0 HPUs\n", + "INFO:lightning.pytorch.utilities.rank_zero:HPU available: False, using: 0 HPUs\n", + "INFO: LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3]\n", + "INFO:lightning.pytorch.accelerators.cuda:LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3]\n", + "INFO: \n", + " | Name | Type | Params | Mode \n", + "-----------------------------------------------\n", + "0 | net | VAE | 1.8 M | train\n", + "1 | dsc | Discriminator | 39.2 K | train\n", + "-----------------------------------------------\n", + "1.8 M Trainable params\n", + "0 Non-trainable params\n", + "1.8 M Total params\n", + "7.240 Total estimated model params size (MB)\n", + "144 Modules in train mode\n", + "0 Modules in eval mode\n", + "INFO:lightning.pytorch.callbacks.model_summary:\n", + " | Name | Type | Params | Mode \n", + "-----------------------------------------------\n", + "0 | net | VAE | 1.8 M | train\n", + "1 | dsc | Discriminator | 39.2 K | train\n", + "-----------------------------------------------\n", + "1.8 M Trainable params\n", + "0 Non-trainable params\n", + "1.8 M Total params\n", + "7.240 Total estimated model params size (MB)\n", + "144 Modules in train mode\n", + "0 Modules in eval mode\n", + "INFO:scmidas.model:Total number of samples: 1600 from 4 datasets.\n", + "INFO:scmidas.model:Using MultiBatchSampler for data loading.\n", + "INFO:scmidas.model:DataLoader created with batch size 128 and 20 workers.\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "30186375b1a0421e92b5cf6e4c5dfda4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Training: | | 0/? [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import anndata as ad\n", + "import matplotlib.pyplot as plt\n", + "import scanpy as sc\n", + "\n", + "ad_z = ad.AnnData(X=z_c)\n", + "ad_z.obs_names = all_ids\n", + "batches, celltypes = [], []\n", + "for c in all_ids:\n", + " if c in mdata['rna'].obs_names:\n", + " batches.append(mdata['rna'].obs.loc[c, 'batch'])\n", + " celltypes.append(mdata['rna'].obs.loc[c, 'celltype'])\n", + " else:\n", + " batches.append(mdata['adt'].obs.loc[c, 'batch'])\n", + " celltypes.append(mdata['adt'].obs.loc[c, 'celltype'])\n", + "ad_z.obs['batch'] = batches\n", + "ad_z.obs['celltype'] = celltypes\n", + "\n", + "sc.pp.neighbors(ad_z, n_neighbors=30)\n", + "sc.tl.umap(ad_z, random_state=42, min_dist=0.3)\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(13, 5.5))\n", + "sc.pl.umap(ad_z, color='celltype', ax=axes[0], show=False, frameon=False, title='Cell type')\n", + "sc.pl.umap(ad_z, color='batch', ax=axes[1], show=False, frameon=False, title='Batch')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "be94ec90", + "metadata": {}, + "source": [ + "## Next steps\n", + "\n", + "- See `docs/source/tutorials/basics/` for the full demos (with real-sized data, multi-GPU training, prediction tasks like imputation, batch correction, modality translation).\n", + "- For your own MuData: `scmidas.integrate(your_mdata, max_epochs=2000, batch_size=256)` (paper-default hyperparameters)." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.12.11" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + 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[tool.setuptools.package-data] -scmidas = ["py.typed"] +scmidas = ["py.typed", "data/*.h5mu"] # --- Ruff (optional) --- [tool.ruff] diff --git a/scripts/build_quickstart_demo.py b/scripts/build_quickstart_demo.py new file mode 100644 index 0000000..0280e33 --- /dev/null +++ b/scripts/build_quickstart_demo.py @@ -0,0 +1,169 @@ +"""Build the lightweight quickstart MuData from wnn_mosaic_8batch_mtx. + +Output: a single .h5mu file roughly 3-5 MB containing a representative +mosaic subset (4 batches, ~600 cells each, 500 HVGs + all 224 ADT +features). Reproducible (seed=42). +""" +from __future__ import annotations + +import argparse +import warnings +from pathlib import Path + +import anndata as ad +import mudata as mu +import numpy as np +import pandas as pd +import scanpy as sc +from scipy.io import mmread + +warnings.filterwarnings('ignore') +sc.settings.verbosity = 0 + +SEED = 42 +N_CELLS_PER_BATCH = 400 +N_HVG = 500 + +# Picked to preserve the full 1+1+2 mosaic structure of the source dataset +# while keeping the result < 10MB. p3_0 brings NK over-representation; +# p4_0 brings the more typical CD4/Mono/CD8 mix. +SELECTED_BATCHES: list[str] = ['p1_0', 'p2_0', 'p3_0', 'p4_0'] +MODALITIES_PER_BATCH: dict[str, list[str]] = { + 'p1_0': ['rna'], + 'p2_0': ['adt'], + 'p3_0': ['rna', 'adt'], + 'p4_0': ['rna', 'adt'], +} + + +def stratified_subsample(celltypes: np.ndarray, n_target: int, seed: int) -> np.ndarray: + rng = np.random.default_rng(seed) + df = pd.DataFrame({'idx': np.arange(len(celltypes)), 'ct': celltypes}) + n = len(celltypes) + if n_target >= n: + return df['idx'].values + chosen = [] + for ct, group in df.groupby('ct'): + k = max(1, int(round(n_target * len(group) / n))) + k = min(k, len(group)) + chosen.extend(rng.choice(group['idx'].values, size=k, replace=False).tolist()) + chosen = np.array(chosen) + if len(chosen) > n_target: + chosen = rng.choice(chosen, size=n_target, replace=False) + elif len(chosen) < n_target: + leftover = np.setdiff1d(df['idx'].values, chosen) + extra = rng.choice(leftover, size=n_target - len(chosen), replace=False) + chosen = np.concatenate([chosen, extra]) + return np.sort(chosen) + + +def select_hvgs(src: Path, rna_names: list[str], rna_batches: list[str]) -> list[str]: + """Compute Seurat batch-aware HVGs across the *selected* RNA-having batches.""" + adatas = [] + for b in rna_batches: + m = mmread(src / f'data/{b}/mat/rna.mtx').tocsr().astype(np.float32) + a = ad.AnnData(X=m) + a.var_names = rna_names + a.obs_names = [f'{b}_{i}' for i in range(m.shape[0])] + a.obs['batch'] = b + adatas.append(a) + combined = ad.concat(adatas, join='outer') + combined.obs_names_make_unique() + sc.pp.normalize_total(combined, target_sum=1e4) + sc.pp.log1p(combined) + sc.pp.highly_variable_genes(combined, n_top_genes=N_HVG, batch_key='batch', flavor='seurat') + return combined.var.index[combined.var['highly_variable']].tolist() + + +def build(src_dir: str, out_path: str) -> mu.MuData: + src = Path(src_dir) + + rna_names = pd.read_csv(src / 'data/feat/feat_names_rna.csv', index_col=0)['x'].tolist() + adt_names = pd.read_csv(src / 'data/feat/feat_names_adt.csv', index_col=0)['x'].tolist() + print(f'Source: {len(rna_names)} RNA features, {len(adt_names)} ADT features') + + rna_batches = [b for b in SELECTED_BATCHES if 'rna' in MODALITIES_PER_BATCH[b]] + adt_batches = [b for b in SELECTED_BATCHES if 'adt' in MODALITIES_PER_BATCH[b]] + print(f'Selected batches: {SELECTED_BATCHES}') + print(f' RNA batches: {rna_batches}') + print(f' ADT batches: {adt_batches}') + + print(f'\nComputing {N_HVG} HVGs across selected RNA batches...') + hvgs = select_hvgs(src, rna_names, rna_batches) + print(f' selected {len(hvgs)} HVGs') + + print(f'\nStratified subsample ({N_CELLS_PER_BATCH} cells/batch)...') + selected_idx: dict[str, np.ndarray] = {} + for b in SELECTED_BATCHES: + lbl = pd.read_csv(src / f'label/{b}.csv', index_col=0) + celltypes = lbl.iloc[:, 0].values + idx = stratified_subsample(celltypes, N_CELLS_PER_BATCH, SEED) + selected_idx[b] = idx + ct_dist = pd.Series(celltypes[idx]).value_counts().head(4).to_dict() + print(f' {b}: {len(idx)} cells | top: {ct_dist}') + + hvg_mask = np.isin(rna_names, hvgs) + + rna_adatas = [] + adt_adatas = [] + for b in SELECTED_BATCHES: + idx = selected_idx[b] + cell_ids = [f'{b}_{i}' for i in idx] + lbl = pd.read_csv(src / f'label/{b}.csv', index_col=0) + celltypes = lbl.iloc[:, 0].values[idx] + + if 'rna' in MODALITIES_PER_BATCH[b]: + m = mmread(src / f'data/{b}/mat/rna.mtx').tocsr().astype(np.float32) + m = m[idx, :][:, hvg_mask] + a = ad.AnnData(X=m) + a.var_names = [n for n, k in zip(rna_names, hvg_mask) if k] + a.obs_names = cell_ids + a.obs['batch'] = b + a.obs['celltype'] = celltypes + rna_adatas.append(a) + + if 'adt' in MODALITIES_PER_BATCH[b]: + m = mmread(src / f'data/{b}/mat/adt.mtx').tocsr().astype(np.float32) + m = m[idx, :] + a = ad.AnnData(X=m) + a.var_names = adt_names + a.obs_names = cell_ids + a.obs['batch'] = b + a.obs['celltype'] = celltypes + adt_adatas.append(a) + + rna_full = ad.concat(rna_adatas, join='outer') + adt_full = ad.concat(adt_adatas, join='outer') + print(f'\nAnnData shapes: rna={rna_full.shape} adt={adt_full.shape}') + + mdata = mu.MuData({'rna': rna_full, 'adt': adt_full}) + mdata.update() + + # Promote batch / celltype from modality obs to top-level mdata.obs so + # users only need to look in one place. + batch_per_cell: dict[str, str] = {} + ct_per_cell: dict[str, str] = {} + for mod_adata in [rna_full, adt_full]: + for cid, b, ct in zip(mod_adata.obs_names, mod_adata.obs['batch'], mod_adata.obs['celltype']): + batch_per_cell.setdefault(cid, b) + ct_per_cell.setdefault(cid, ct) + mdata.obs['batch'] = pd.Series(batch_per_cell) + mdata.obs['celltype'] = pd.Series(ct_per_cell) + + out = Path(out_path) + out.parent.mkdir(parents=True, exist_ok=True) + mdata.write_h5mu(str(out)) + size_mb = out.stat().st_size / 1024 / 1024 + print(f'\nWrote {out}: {size_mb:.2f} MB') + + return mdata + + +if __name__ == '__main__': + p = argparse.ArgumentParser() + p.add_argument('--src', default='/tmp/midas-demo2/wnn_mosaic_8batch_mtx', + help='Path to extracted wnn_mosaic_8batch_mtx directory') + p.add_argument('--out', default='/tmp/quickstart_pbmc_mosaic.h5mu', + help='Output .h5mu path') + args = p.parse_args() + build(args.src, args.out) diff --git a/src/scmidas/__init__.py b/src/scmidas/__init__.py index e79d49e..4c96e8f 100644 --- a/src/scmidas/__init__.py +++ b/src/scmidas/__init__.py @@ -3,6 +3,8 @@ from .nn import * from .utils import * from .config import * +from . import datasets +from .api import integrate from importlib.metadata import PackageNotFoundError, version as _pkg_version try: diff --git a/src/scmidas/api.py b/src/scmidas/api.py new file mode 100644 index 0000000..8bc78a6 --- /dev/null +++ b/src/scmidas/api.py @@ -0,0 +1,127 @@ +"""High-level conveniences on top of the MIDAS class.""" +from __future__ import annotations + +import logging +from typing import Any, Optional + +import mudata as mu + +from .config import load_config +from .model import MIDAS + +logger = logging.getLogger(__name__) + + +# Tuned for the bundled quickstart dataset (PBMC mosaic, 1200 cells, 500 +# HVGs + 224 ADT). On a single mid-range GPU these defaults converge in +# roughly one minute and produce a clean lineage-separated UMAP. They +# are NOT general-purpose — for full datasets, fall back to the +# paper defaults via ``MIDAS.configure_data_from_mdata(...).train()``. +_QUICKSTART_DEFAULTS: dict[str, Any] = { + 'batch_size': 128, + 'max_epochs': 65, + 'lr_net': 3e-4, + 'lr_dsc': 3e-4, +} + + +def integrate( + mdata: mu.MuData, + *, + batch_key: str = 'batch', + max_epochs: Optional[int] = None, + batch_size: Optional[int] = None, + accelerator: str = 'auto', + devices: Any = 1, + strategy: str = 'auto', + save_model_path: str = './saved_models/scmidas', + seed: Optional[int] = 42, + **kwargs: Any, +) -> MIDAS: + """One-call MIDAS pipeline for users who want a sensible default. + + Internally this is just:: + + configs = load_config() + configs.update(quickstart_defaults) + MIDAS.configure_data_from_mdata(...).train(...) + + so the surface and behaviour are identical to the longhand + pipeline; ``integrate`` simply fills in the easy-to-get-wrong + parameters with values that we know work on the bundled + ``scmidas.datasets.quickstart()`` data. + + .. warning:: + The default training hyperparameters (``batch_size=128``, + ``max_epochs=65``, ``lr=3e-4``) are tuned for the **toy + quickstart dataset** (1600 cells). They are **not appropriate + for real analyses** — for full datasets pass your own + ``max_epochs`` (typically 1000-2000) and consider letting + ``batch_size`` default back to 256. + + Parameters: + mdata : MuData + Multi-modal single-cell data. Must have a top-level + ``mdata.obs[batch_key]`` column identifying batches. + batch_key : str + Column in ``mdata.obs`` that identifies the source batch. + max_epochs : int, optional + Training epochs. Default 65 (quickstart-tuned). For real + data, override with 1000-2000. + batch_size : int, optional + Mini-batch size. Default 128 (quickstart-tuned). For real + data, 256 is a more typical choice. + accelerator, devices, strategy + Forwarded to ``lightning.Trainer``. Default ``'auto'`` + picks GPU if available. + save_model_path : str + Where to write checkpoints during training. + seed : int, optional + If not None, calls ``lightning.seed_everything(seed)`` + before configuring data, so the run is reproducible. + **kwargs + Additional keyword arguments forwarded to + ``MIDAS.configure_data_from_mdata``. + + Returns: + MIDAS: + A trained MIDAS model. Call ``.predict(...)`` to obtain + latent embeddings and/or imputed counts. + """ + if seed is not None: + import lightning as L + L.seed_everything(seed, verbose=False) + + configs = load_config() + configs['lr_net'] = _QUICKSTART_DEFAULTS['lr_net'] + configs['lr_dsc'] = _QUICKSTART_DEFAULTS['lr_dsc'] + + bsz = batch_size if batch_size is not None else _QUICKSTART_DEFAULTS['batch_size'] + eps = max_epochs if max_epochs is not None else _QUICKSTART_DEFAULTS['max_epochs'] + + dims_x = {m: [mdata[m].n_vars] for m in mdata.mod} + + logger.info( + 'scmidas.integrate(): toy-tuned defaults — ' + 'batch_size=%d, max_epochs=%d, lr=%g. ' + 'For real datasets, override max_epochs (e.g. 2000) ' + 'and consider batch_size=256.', + bsz, eps, _QUICKSTART_DEFAULTS['lr_net'], + ) + + model = MIDAS.configure_data_from_mdata( + configs=configs, + mdata=mdata, + dims_x=dims_x, + batch_key=batch_key, + batch_size=bsz, + save_model_path=save_model_path, + **kwargs, + ) + model.train( + max_epochs=eps, + accelerator=accelerator, + devices=devices, + strategy=strategy, + ) + return model diff --git a/src/scmidas/data/quickstart_pbmc_mosaic.h5mu b/src/scmidas/data/quickstart_pbmc_mosaic.h5mu new file mode 100644 index 0000000000000000000000000000000000000000..5cc51a8c47a3be69cb2692846b6b52d7c5eb137e GIT binary patch literal 2789920 zcmeFa1$Z6R*Y-V0leW+nTC{laA}z-S?a7HYcABJ$lr%{NYNQ2<7bsBN-HN-r7k77e zcXxQ#-m}-r^ge4I-tXn&yPoI&5JFCW_q}J&_Sv&XPUEhX?Q`3Q44piydq(@*VY_v8 z&zUxB=2ns6(czITI=Z{s=g#WhYR0a!W-c*zSbEi^Z6^Bm z^~$_~ett^*k3ZedkmEMC0<-UW-j41cCGK;f`@Gm~U*h%kj5pZn16}-!w($cLoZi+_ 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z&!1+c$ooaMl;!WM-XiCf|MfoA&4C`rxb%p{gU^b#Z@52ytDI*d_M2|A Path: + """Return the on-disk path of the bundled quickstart .h5mu file. + + Returns: + Path: + Absolute path to ``quickstart_pbmc_mosaic.h5mu`` inside the + installed scmidas package. + """ + with resources.as_file( + resources.files('scmidas').joinpath('data/quickstart_pbmc_mosaic.h5mu') + ) as p: + return Path(p) + + +def quickstart() -> mu.MuData: + """Load the bundled quickstart MuData (PBMC RNA+ADT mosaic, 1600 cells). + + The dataset is a hand-tuned subset of the WNN PBMC mosaic dataset: + 4 batches × 400 cells each (RNA-only, ADT-only, two paired) with + 500 RNA HVGs + 224 ADT features, sized so that + ``scmidas.integrate(...)`` finishes in roughly one minute on a + single mid-range GPU. **It is intended for the quickstart only**; + its size and feature count are not appropriate for serious analysis. + + Returns: + MuData: + A MuData with two modalities (``'rna'``, ``'adt'``) and the + following ``obs`` columns at top level: + ``'batch'`` and ``'celltype'``. + """ + return mu.read_h5mu(str(quickstart_path()))

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