diff --git a/.dvc/config b/.dvc/config index 4f46268..40ef616 100644 --- a/.dvc/config +++ b/.dvc/config @@ -4,4 +4,5 @@ ['remote "gdrive_remote"'] url = gdrive://1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ ['remote "s3_remote"'] - url = s3://dvc-filesystem/scvi-hub-large-files/ + url = s3://dvc-filesystem/scvi-hub-large-files + region = us-west-1 diff --git a/data/.gitignore b/data/.gitignore index ad2831b..b60f508 100644 --- a/data/.gitignore +++ b/data/.gitignore @@ -1,13 +1,18 @@ /mouse_thymus_cite.h5mu /mouse_thymus_cite_totalvi /haniffa_covid_pbmc.h5mu -/neurips_bone_marrow_cite.h5mu -/heart_cell_atlas.h5mu /bone_marrow_cite_totalvi /heart_cell_atlas_scvi /heart_cell_atlas.h5ad -/hlca_core.h5ad /hlca_reference_scanvi -/test_data.h5ad /test_scvi /haniffa_covid_pbmc +/bone_marrow_cite.h5mu +/bone_marrow_cite.h5mu +/bone_marrow_cite.h5mu +/test.h5ad +/test.h5ad +/test.h5ad +/human_lung_cell_atlas.h5ad +/human_lung_cell_atlas.h5ad +/human_lung_cell_atlas.h5ad diff --git a/data/neurips_bone_marrow_cite.h5mu.dvc b/data/bone_marrow_cite.h5mu.dvc similarity index 66% rename from data/neurips_bone_marrow_cite.h5mu.dvc rename to data/bone_marrow_cite.h5mu.dvc index 1071bd7..c8293a0 100644 --- a/data/neurips_bone_marrow_cite.h5mu.dvc +++ b/data/bone_marrow_cite.h5mu.dvc @@ -2,4 +2,4 @@ outs: - md5: 3f68254232dfe342a45a612684f36d92 size: 881794010 hash: md5 - path: neurips_bone_marrow_cite.h5mu + path: bone_marrow_cite.h5mu diff --git a/data/heart_cell_atlas.h5mu.dvc b/data/heart_cell_atlas.h5mu.dvc deleted file mode 100644 index ae6ed94..0000000 --- a/data/heart_cell_atlas.h5mu.dvc +++ /dev/null @@ -1,5 +0,0 @@ -outs: -- md5: 767bf9739d979b6a808164528f70802b - size: 28528362 - hash: md5 - path: heart_cell_atlas.h5mu diff --git a/data/hlca_core.h5ad.dvc b/data/human_lung_cell_atlas.h5ad.dvc similarity index 68% rename from data/hlca_core.h5ad.dvc rename to data/human_lung_cell_atlas.h5ad.dvc index 2da940e..5011b87 100644 --- a/data/hlca_core.h5ad.dvc +++ b/data/human_lung_cell_atlas.h5ad.dvc @@ -2,4 +2,4 @@ outs: - md5: 923ab873d03cff49cfd53a9063e6c1ed size: 1940424488 hash: md5 - path: hlca_core.h5ad + path: human_lung_cell_atlas.h5ad diff --git a/data/test_data.h5ad.dvc b/data/test.h5ad.dvc similarity index 76% rename from data/test_data.h5ad.dvc rename to data/test.h5ad.dvc index adfc425..29cb5ce 100644 --- a/data/test_data.h5ad.dvc +++ b/data/test.h5ad.dvc @@ -2,4 +2,4 @@ outs: - md5: 91bb92467e4f291e0ba0c1663dfabc96 size: 1008864 hash: md5 - path: test_data.h5ad + path: test.h5ad diff --git a/src/scvi_hub_models/test.ipynb b/src/scvi_hub_models/test.ipynb index c730192..6efcdd1 100644 --- a/src/scvi_hub_models/test.ipynb +++ b/src/scvi_hub_models/test.ipynb @@ -2,48 +2,1292 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/cane/Documents/scvi-tools/scvi-hub-models/src/scvi_hub_models'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd ../../.." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Resolved file URL: gdrive://1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ/files/md5/27/ae88708a0e2e42591f8665601ca915\n" + ] + } + ], + "source": [ + "import dvc.api\n", + "\n", + "# Path to the file in the DVC repository\n", + "file_path = \"data/mouse_thymus_cite.h5mu\"\n", + "repo_url = \"https://github.com/YosefLab/scvi-hub-models\"\n", + "\n", + "# Get the HTTP/HTTPS URL for the file\n", + "file_url = dvc.api.get_url(path=file_path, repo=repo_url, remote=\"gdrive_remote\", rev=\"merge\")\n", + "\n", + "print(f\"Resolved file URL: {file_url}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mSignature:\u001b[0m\n", + "\u001b[0mdvc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_url\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mrepo\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mrev\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mremote\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mremote_config\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "Returns the URL to the storage location of a data file or directory tracked\n", + "in a DVC repo. For Git repos, HEAD is used unless a rev argument is\n", + "supplied. The default remote is tried unless a remote argument is supplied.\n", + "\n", + "Raises OutputNotFoundError if the file is not tracked by DVC.\n", + "\n", + "NOTE: This function does not check for the actual existence of the file or\n", + "directory in the remote storage.\n", + "\n", + "Args:\n", + " path (str): location and file name of the target, relative to the root\n", + " of `repo`.\n", + " repo (str, optional): location of the DVC project or Git Repo.\n", + " Defaults to the current DVC project (found by walking up from the\n", + " current working directory tree).\n", + " It can be a URL or a file system path.\n", + " Both HTTP and SSH protocols are supported for online Git repos\n", + " (e.g. [user@]server:project.git).\n", + " rev (str, optional): Any `Git revision`_ such as a branch or tag name,\n", + " a commit hash or a dvc experiment name.\n", + " Defaults to HEAD.\n", + " If `repo` is not a Git repo, this option is ignored.\n", + " remote (str, optional): Name of the `DVC remote`_ used to form the\n", + " returned URL string.\n", + " Defaults to the `default remote`_ of `repo`.\n", + " For local projects, the cache is tried before the default remote.\n", + " config(dict, optional): config to be passed to the DVC repository.\n", + " Defaults to None.\n", + " remote_config(dict, optional): remote config to be passed to the DVC\n", + " repository.\n", + " Defaults to None.\n", + "\n", + "Returns:\n", + " str: URL to the file or directory.\n", + "\u001b[0;31mFile:\u001b[0m ~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/dvc/api/data.py\n", + "\u001b[0;31mType:\u001b[0m function" + ] + } + ], + "source": [ + "dvc.api.get_url" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[22], line 12\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[38;5;66;03m# Fetch the file info from DVC\u001b[39;00m\n\u001b[1;32m 11\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m dvc\u001b[38;5;241m.\u001b[39mapi\u001b[38;5;241m.\u001b[39mopen(path\u001b[38;5;241m=\u001b[39mfile_path, repo\u001b[38;5;241m=\u001b[39mrepo_url) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFile ID: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[43mf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mdecode()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/pydrive2/fs/utils.py:22\u001b[0m, in \u001b[0;36mIterStream.readinto\u001b[0;34m(self, b)\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;66;03m# Python 3 requires only .readinto() method, it still uses other ones\u001b[39;00m\n\u001b[1;32m 18\u001b[0m \u001b[38;5;66;03m# under some circumstances and falls back if those are absent. Since\u001b[39;00m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;66;03m# iterator already constructs byte strings for us, .readinto() is not the\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# most optimal, so we provide .read1() too.\u001b[39;00m\n\u001b[0;32m---> 22\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mreadinto\u001b[39m(\u001b[38;5;28mself\u001b[39m, b):\n\u001b[1;32m 23\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 24\u001b[0m n \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(b) \u001b[38;5;66;03m# We're supposed to return at most this much\u001b[39;00m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "import dvc.api\n", + "\n", + "# Define your DVC repo and file path\n", + "repo_url = \"https://github.com/YosefLab/scvi-hub-models\"\n", + "file_path = \"data/mouse_thymus_cite.h5mu\"\n", + "\n", + "# Google Drive download URL template\n", + "gdrive_url_template = \"https://drive.google.com/uc?export=download&id={file_id}\"\n", + "\n", + "# Fetch the file info from DVC\n", + "with dvc.api.open(path=file_path, repo=repo_url) as f:\n", + " print(f\"File ID: {f.read().decode()}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "eeee \n" + ] + }, + { + "ename": "HTTPError", + "evalue": "400 Client Error: Bad Request for url: https://www.googleapis.com/drive/v3/files?q=%271MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ%27+in+parents+and+name%3D%27ae88708a0e2e42591f8665601ca915%27+and+trashed%3Dfalse&fields=files%28id%2C+name%29&key=%3CYOUR_PUBLIC_API_KEY%3E", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[35], line 37\u001b[0m\n\u001b[1;32m 34\u001b[0m FOLDER_ID \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 35\u001b[0m FILE_NAME \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mae88708a0e2e42591f8665601ca915\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 37\u001b[0m download_url \u001b[38;5;241m=\u001b[39m \u001b[43mget_file_url\u001b[49m\u001b[43m(\u001b[49m\u001b[43mFOLDER_ID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mFILE_NAME\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 38\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDownload URL: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdownload_url\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", + "Cell \u001b[0;32mIn[35], line 23\u001b[0m, in \u001b[0;36mget_file_url\u001b[0;34m(folder_id, file_name)\u001b[0m\n\u001b[1;32m 21\u001b[0m response \u001b[38;5;241m=\u001b[39m requests\u001b[38;5;241m.\u001b[39mget(url, params\u001b[38;5;241m=\u001b[39mparams)\n\u001b[1;32m 22\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124meeee\u001b[39m\u001b[38;5;124m'\u001b[39m, response)\n\u001b[0;32m---> 23\u001b[0m \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_for_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 24\u001b[0m files \u001b[38;5;241m=\u001b[39m response\u001b[38;5;241m.\u001b[39mjson()\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfiles\u001b[39m\u001b[38;5;124m\"\u001b[39m, [])\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28mprint\u001b[39m(files)\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/requests/models.py:1024\u001b[0m, in \u001b[0;36mResponse.raise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1019\u001b[0m http_error_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 1020\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mstatus_code\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m Server Error: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mreason\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m for url: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39murl\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1021\u001b[0m )\n\u001b[1;32m 1023\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m http_error_msg:\n\u001b[0;32m-> 1024\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m HTTPError(http_error_msg, response\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m)\n", + "\u001b[0;31mHTTPError\u001b[0m: 400 Client Error: Bad Request for url: https://www.googleapis.com/drive/v3/files?q=%271MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ%27+in+parents+and+name%3D%27ae88708a0e2e42591f8665601ca915%27+and+trashed%3Dfalse&fields=files%28id%2C+name%29&key=%3CYOUR_PUBLIC_API_KEY%3E" + ] + } + ], + "source": [ + "import requests\n", + "\n", + "def get_file_url(folder_id, file_name):\n", + " \"\"\"\n", + " Search for a file in a public folder and return its download URL.\n", + "\n", + " Args:\n", + " folder_id (str): Google Drive folder ID.\n", + " file_name (str): Name of the file to search for.\n", + "\n", + " Returns:\n", + " str: Download URL for the file.\n", + " \"\"\"\n", + " url = f\"https://www.googleapis.com/drive/v3/files\"\n", + " params = {\n", + " \"q\": f\"'{folder_id}' in parents and name='{file_name}' and trashed=false\",\n", + " \"fields\": \"files(id, name)\",\n", + " \"key\": \"\" # Replace with your API key if needed\n", + " }\n", + "\n", + " response = requests.get(url, params=params)\n", + " print('eeee', response)\n", + " response.raise_for_status()\n", + " files = response.json().get(\"files\", [])\n", + " print(files)\n", + "\n", + " if not files:\n", + " raise FileNotFoundError(f\"File '{file_name}' not found in folder '{folder_id}'.\")\n", + "\n", + " file_id = files[0][\"id\"]\n", + " return f\"https://drive.google.com/uc?id={file_id}&export=download\"\n", + "\n", + "# Example Usage\n", + "FOLDER_ID = \"1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ\"\n", + "FILE_NAME = \"ae88708a0e2e42591f8665601ca915\"\n", + "\n", + "download_url = get_file_url(FOLDER_ID, FILE_NAME)\n", + "print(f\"Download URL: {download_url}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "%load_ext autoreload\n", - "%autoreload 2" + "SERVICE_ACCOUNT_FILE" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'service_config'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[32], line 50\u001b[0m\n\u001b[1;32m 47\u001b[0m FOLDER_ID \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 48\u001b[0m FILE_PATH \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfiles/md5/27/ae88708a0e2e42591f8665601ca915\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 50\u001b[0m public_url \u001b[38;5;241m=\u001b[39m \u001b[43mresolve_gdrive_path\u001b[49m\u001b[43m(\u001b[49m\u001b[43mFOLDER_ID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mFILE_PATH\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 51\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPublic URL: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mpublic_url\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", + "Cell \u001b[0;32mIn[32], line 17\u001b[0m, in \u001b[0;36mresolve_gdrive_path\u001b[0;34m(folder_id, file_path)\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;124;03mResolve a gdrive:// path to a sharable Google Drive URL.\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[38;5;124;03m str: Public URL of the file.\u001b[39;00m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 16\u001b[0m gauth \u001b[38;5;241m=\u001b[39m GoogleAuth()\n\u001b[0;32m---> 17\u001b[0m \u001b[43mgauth\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mServiceAuth\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 18\u001b[0m drive \u001b[38;5;241m=\u001b[39m GoogleDrive(gauth)\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Traverse the folder structure to locate the file\u001b[39;00m\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/pydrive2/auth.py:101\u001b[0m, in \u001b[0;36mCheckServiceAuth.._decorated\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mLoadCredentials()\n\u001b[1;32m 100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcredentials \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 101\u001b[0m \u001b[43mdecoratee\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 102\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mAuthorize()\n\u001b[1;32m 103\u001b[0m dirty \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/pydrive2/auth.py:324\u001b[0m, in \u001b[0;36mGoogleAuth.ServiceAuth\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 319\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Authenticate and authorize using P12 private key, client id\u001b[39;00m\n\u001b[1;32m 320\u001b[0m \u001b[38;5;124;03mand client email for a Service account.\u001b[39;00m\n\u001b[1;32m 321\u001b[0m \u001b[38;5;124;03m:raises: AuthError, InvalidConfigError\u001b[39;00m\n\u001b[1;32m 322\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 323\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mset\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mSERVICE_CONFIGS_LIST) \u001b[38;5;241m-\u001b[39m \u001b[38;5;28mset\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclient_config):\n\u001b[0;32m--> 324\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mLoadServiceConfigSettings\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 325\u001b[0m scopes \u001b[38;5;241m=\u001b[39m scopes_to_string(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msettings[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124moauth_scope\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[1;32m 326\u001b[0m keyfile_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclient_config\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclient_json_file_path\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/pydrive2/auth.py:599\u001b[0m, in \u001b[0;36mGoogleAuth.LoadServiceConfigSettings\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 591\u001b[0m configs \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 592\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclient_json_file_path\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 593\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclient_json_dict\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 594\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclient_json\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 595\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclient_pkcs12_file_path\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 596\u001b[0m ]\n\u001b[1;32m 598\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m config \u001b[38;5;129;01min\u001b[39;00m configs:\n\u001b[0;32m--> 599\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msettings\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mservice_config\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mget(config)\n\u001b[1;32m 600\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m value:\n\u001b[1;32m 601\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclient_config[config] \u001b[38;5;241m=\u001b[39m value\n", + "\u001b[0;31mKeyError\u001b[0m: 'service_config'" + ] + } + ], + "source": [ + "from pydrive2.auth import GoogleAuth\n", + "from pydrive2.drive import GoogleDrive\n", + "\n", + "def resolve_gdrive_path(service_account_file, folder_id, file_path):\n", + " \"\"\"\n", + " Resolve a gdrive:// path to a sharable Google Drive URL.\n", + "\n", + " Args:\n", + " service_account_file (str): Path to the service account credentials JSON.\n", + " folder_id (str): The root folder ID in Google Drive.\n", + " file_path (str): Logical path inside the folder.\n", + "\n", + " Returns:\n", + " str: Public URL of the file.\n", + " \"\"\"\n", + " gauth = GoogleAuth()\n", + " gauth.ServiceAuth(service_account_file)\n", + " drive = GoogleDrive(gauth)\n", + "\n", + " # Traverse the folder structure to locate the file\n", + " current_folder_id = folder_id\n", + " path_parts = file_path.split(\"/\")\n", + " for part in path_parts[:-1]: # Traverse through directories\n", + " query = f\"'{current_folder_id}' in parents and title='{part}' and mimeType='application/vnd.google-apps.folder' and trashed=false\"\n", + " folder_list = drive.ListFile({\"q\": query}).GetList()\n", + " if not folder_list:\n", + " raise FileNotFoundError(f\"Folder '{part}' not found in path '{file_path}'\")\n", + " current_folder_id = folder_list[0][\"id\"]\n", + "\n", + " # Locate the file in the final folder\n", + " file_name = path_parts[-1]\n", + " query = f\"'{current_folder_id}' in parents and title='{file_name}' and trashed=false\"\n", + " file_list = drive.ListFile({\"q\": query}).GetList()\n", + " if not file_list:\n", + " raise FileNotFoundError(f\"File '{file_name}' not found in path '{file_path}'\")\n", + "\n", + " file = file_list[0]\n", + " # Generate a public sharable URL\n", + " file.InsertPermission({\n", + " \"type\": \"anyone\",\n", + " \"value\": \"anyone\",\n", + " \"role\": \"reader\"\n", + " })\n", + " return file[\"alternateLink\"]\n", + "\n", + "# Example Usage\n", + "FOLDER_ID = \"1MbX5Au5QRgagdXUaV9xvgLB9lOEVbfbQ\"\n", + "FILE_PATH = \"files/md5/27/ae88708a0e2e42591f8665601ca915\"\n", + "\n", + "public_url = resolve_gdrive_path(SERVICE_ACCOUNT_FILE, FOLDER_ID, FILE_PATH)\n", + "print(f\"Public URL: {public_url}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[27], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m dvc\u001b[38;5;241m.\u001b[39mapi\u001b[38;5;241m.\u001b[39mopen(path\u001b[38;5;241m=\u001b[39mfile_path, repo\u001b[38;5;241m=\u001b[39mrepo_url) \u001b[38;5;28;01mas\u001b[39;00m b:\n\u001b[0;32m----> 2\u001b[0m e \u001b[38;5;241m=\u001b[39m \u001b[43mb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/pydrive2/fs/utils.py:22\u001b[0m, in \u001b[0;36mIterStream.readinto\u001b[0;34m(self, b)\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;66;03m# Python 3 requires only .readinto() method, it still uses other ones\u001b[39;00m\n\u001b[1;32m 18\u001b[0m \u001b[38;5;66;03m# under some circumstances and falls back if those are absent. Since\u001b[39;00m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;66;03m# iterator already constructs byte strings for us, .readinto() is not the\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# most optimal, so we provide .read1() too.\u001b[39;00m\n\u001b[0;32m---> 22\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mreadinto\u001b[39m(\u001b[38;5;28mself\u001b[39m, b):\n\u001b[1;32m 23\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 24\u001b[0m n \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(b) \u001b[38;5;66;03m# We're supposed to return at most this much\u001b[39;00m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "with dvc.api.open(path=file_path, repo=repo_url) as b:\n", + " e = b.read()" ] }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "dvc.api.open() should be used in a with statement.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[25], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m()\n", + "File \u001b[0;32m~/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/dvc/api/data.py:99\u001b[0m, in \u001b[0;36m_OpenContextManager.__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__getattr__\u001b[39m(\u001b[38;5;28mself\u001b[39m, name):\n\u001b[0;32m---> 99\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdvc.api.open() should be used in a with statement.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mAttributeError\u001b[0m: dvc.api.open() should be used in a with statement." + ] + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "import sys\n", - "sys.path.insert(0, '/home/cane/Documents/scvi-tools/scvi-hub-models/src')" + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing read_csv from `anndata` is deprecated. Import anndata.io.read_csv instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing read_loom from `anndata` is deprecated. Import anndata.io.read_loom instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing read_text from `anndata` is deprecated. Import anndata.io.read_text instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing CSCDataset from `anndata.experimental` is deprecated. Import anndata.abc.CSCDataset instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing CSRDataset from `anndata.experimental` is deprecated. Import anndata.abc.CSRDataset instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/utils.py:429: FutureWarning: Importing read_elem from `anndata.experimental` is deprecated. Import anndata.io.read_elem instead.\n", + " warnings.warn(msg, FutureWarning)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/docrep/decorators.py:43: SyntaxWarning: 'param_categorical_covariate_keys' is not a valid key!\n", + " doc = func(self, args[0].__doc__, *args[1:], **kwargs)\n" + ] + } + ], + "source": [ + "import scvi\n", + "from scvi.model import SCVI\n", + "from scvi.hub import HubModel" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Fetching 3 files: 100%|██████████| 3/3 [00:00<00:00, 15123.69it/s]\n" + ] + } + ], + "source": [ + "hmo = HubModel.pull_from_huggingface_hub(\n", + " repo_name=\"scvi-tools/mouse_thymus_cite_totalvi\",\n", + " cache_dir=\".\",\n", + " revision=\"main\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[34mINFO \u001b[0m Loading model\u001b[33m...\u001b[0m \n", + "\u001b[34mINFO \u001b[0m File \n", + " .\u001b[35m/models--scvi-tools--mouse_thymus_cite_totalvi/snapshots/a3a8922f39534c70cbff92f93abda95c701102d2/\u001b[0m\u001b[95mmodel.p\u001b[0m\n", + " \u001b[95mt\u001b[0m already downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[34mINFO \u001b[0m Found batches with missing protein expression \n", + "\u001b[34mINFO \u001b[0m Found batches with missing protein expression \n", + "latent_posterior_parameters\n", + "\u001b[34mINFO \u001b[0m Reading adata\u001b[33m...\u001b[0m \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:136: UserWarning: Some proteins have all 0 counts in some batches. These proteins will be treated as missing measurements; however, this can occur due to experimental design/biology. Reinitialize the model with `override_missing_proteins=True`,to override this behavior.\n", + " model = cls(adata, **non_kwargs, **kwargs)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + } + ], + "source": [ + "model = hmo.model\n", + "mdata = hmo.adata" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'latent_posterior_parameters'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.module.minified_data_type" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ - "import logging\n", - "import os\n", - "\n", - "import scanpy as sc\n", - "from anndata import AnnData\n", - "from mudata import MuData\n", - "from scvi.model import TOTALVI\n", - "\n", - "from scvi_hub_models.models import BaseModelWorkflow\n", - "\n", - "logger = logging.getLogger(__name__)" + "import scanpy as sc" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "mdata.obs[mdata['rna'].obs.columns] = mdata['rna'].obs" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n", + "SSSS minified_data latent_posterior_parameters False\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mdata.obsm['X_totalvi'] = model.get_latent_representation(batch_size=4096)\n", + "sc.pp.neighbors(mdata, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata)\n", + "mdata['rna'].obsm['X_umap'] = mdata.obsm['X_umap']\n", + "sc.pl.umap(mdata['rna'], color='cell_type')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "sys.path.insert(0, '/home/cane/Documents/scvi-tools/scvi-hub-models/src')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "import os\n", + "\n", + "import scanpy as sc\n", + "from anndata import AnnData\n", + "from mudata import MuData\n", + "from scvi.model import TOTALVI\n", + "\n", + "from scvi_hub_models.models import BaseModelWorkflow\n", + "\n", + "logger = logging.getLogger(__name__)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "from scvi_hub_models.config import json_data_store" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
MuData object with n_obs × n_vars = 72042 × 4111\n",
+       "  obs:\t'_scvi_labels', 'observed_lib_size'\n",
+       "  var:\t'cv_gene'\n",
+       "  uns:\t'_scvi_adata_minify_type', '_scvi_manager_uuid', '_scvi_uuid'\n",
+       "  obsm:\t'totalvi_latent_qzm', 'totalvi_latent_qzv'\n",
+       "  2 modalities\n",
+       "    rna:\t72042 x 4000\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n",
+       "      var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene'\n",
+       "      uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap'\n",
+       "      obsm:\t'X_totalVI', 'X_umap'\n",
+       "      varm:\t'lfc_model', 'lfc_raw'\n",
+       "      layers:\t'counts'\n",
+       "    protein:\t72042 x 111\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n",
+       "      var:\t'cv_gene'\n",
+       "      varm:\t'lfc_model', 'lfc_raw'
" + ], + "text/plain": [ + "MuData object with n_obs × n_vars = 72042 × 4111\n", + " obs:\t'_scvi_labels', 'observed_lib_size'\n", + " var:\t'cv_gene'\n", + " uns:\t'_scvi_adata_minify_type', '_scvi_manager_uuid', '_scvi_uuid'\n", + " obsm:\t'totalvi_latent_qzm', 'totalvi_latent_qzv'\n", + " 2 modalities\n", + " rna:\t72042 x 4000\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", + " var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene'\n", + " uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap'\n", + " obsm:\t'X_totalVI', 'X_umap'\n", + " varm:\t'lfc_model', 'lfc_raw'\n", + " layers:\t'counts'\n", + " protein:\t72042 x 111\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", + " var:\t'cv_gene'\n", + " varm:\t'lfc_model', 'lfc_raw'" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.adata" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "from scvi_hub_models.models import _mouse_thymus_cite\n", + "Workflow = _mouse_thymus_cite._Workflow" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "self = Workflow(config=json_data_store['mouse_thymus_cite'], save_dir='.', reload_model=False, reload_data=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'mouse_thymus_cite.h5ad'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "self.config['extra_data_kwargs']['reference_adata_fname']" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + } + ], + "source": [ + "mdata = self.get_adata()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO File /home/cane/Documents/scvi-tools/scvi-hub-models/data/mouse_thymus_cite_totalvi/model.pt already \n", + " downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO Computing empirical prior initialization for protein background. \n" + ] + } + ], + "source": [ + "model = self.get_model(mdata)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mdata.obsm['X_totalvi'] = model.get_latent_representation()\n", + "sc.pp.neighbors(mdata, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata)\n", + "mdata['rna'].obsm['X_umap'] = mdata.obsm['X_umap']\n", + "sc.pl.umap(mdata['rna'], color='cell_type')" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/utils/_dependencies.py:24: UserWarning: n_top_genes_fallback=100 is greater than 10% of n_vars 111 in the dataset. Setting it to 10% of n_vars.\n", + " return fn(*args, **kwargs)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO Input AnnData not setup with scvi-tools. attempting to transfer AnnData setup \n", + "INFO Found batches with missing protein expression \n", + "INFO Found batches with missing protein expression \n", + "INFO Generating sequential column names \n", + "INFO Generating sequential column names \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + } + ], + "source": [ + "model_path = self._minify_and_save_model(model, mdata)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
TotalVI Model with the following params: \n",
+       "n_latent: 20, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n",
+       "Training status: Trained\n",
+       "Model's adata is minified?: True\n",
+       "Model's adata is minified?: True\n",
+       "
\n" + ], + "text/plain": [ + "TotalVI Model with the following params: \n", + "n_latent: \u001b[1;36m20\u001b[0m, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n", + "Training status: Trained\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mdata.obsm['X_totalvi'] = model.get_latent_representation()\n", + "sc.pp.neighbors(mdata, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata)\n", + "mdata['rna'].obsm['X_umap'] = mdata.obsm['X_umap']\n", + "sc.pl.umap(mdata['rna'], color='cell_type')" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'./mini_totalvi'" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_path" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO File ./mini_totalvi/model.pt already downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO Found batches with missing protein expression \n", + "INFO Found batches with missing protein expression \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:136: UserWarning: Some proteins have all 0 counts in some batches. These proteins will be treated as missing measurements; however, this can occur due to experimental design/biology. Reinitialize the model with `override_missing_proteins=True`,to override this behavior.\n", + " model = cls(adata, **non_kwargs, **kwargs)\n" + ] + } + ], + "source": [ + "model_reload = TOTALVI.load(model_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
MuData object with n_obs × n_vars = 72042 × 4111\n",
+       "  obs:\t'_scvi_labels'\n",
+       "  uns:\t'_scvi_uuid', '_scvi_manager_uuid', 'neighbors', 'umap'\n",
+       "  obsm:\t'X_totalvi', 'X_umap', 'totalvi_latent_qzm', 'totalvi_latent_qzv'\n",
+       "  obsp:\t'distances', 'connectivities'\n",
+       "  2 modalities\n",
+       "    rna:\t72042 x 4000\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell_ratio'\n",
+       "      var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene_ratio'\n",
+       "      uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap', 'cell_type_colors'\n",
+       "      obsm:\t'X_totalVI', 'X_umap'\n",
+       "      varm:\t'lfc_model', 'lfc_raw'\n",
+       "      layers:\t'counts'\n",
+       "    protein:\t72042 x 111\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell_ratio'\n",
+       "      var:\t'cv_gene_ratio'\n",
+       "      varm:\t'lfc_model', 'lfc_raw'
" + ], + "text/plain": [ + "MuData object with n_obs × n_vars = 72042 × 4111\n", + " obs:\t'_scvi_labels'\n", + " uns:\t'_scvi_uuid', '_scvi_manager_uuid', 'neighbors', 'umap'\n", + " obsm:\t'X_totalvi', 'X_umap', 'totalvi_latent_qzm', 'totalvi_latent_qzv'\n", + " obsp:\t'distances', 'connectivities'\n", + " 2 modalities\n", + " rna:\t72042 x 4000\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell_ratio'\n", + " var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene_ratio'\n", + " uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap', 'cell_type_colors'\n", + " obsm:\t'X_totalVI', 'X_umap'\n", + " varm:\t'lfc_model', 'lfc_raw'\n", + " layers:\t'counts'\n", + " protein:\t72042 x 111\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell_ratio'\n", + " var:\t'cv_gene_ratio'\n", + " varm:\t'lfc_model', 'lfc_raw'" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mdata" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[-1.1629528e-01, -7.1097808e+00, -4.5238435e-04, ...,\n", + " -1.1836724e+00, -1.4212704e-01, -6.5503889e-01],\n", + " [-1.1629528e-01, -7.1097808e+00, -4.5238435e-04, ...,\n", + " -1.1836724e+00, -1.4212704e-01, -6.5503889e-01],\n", + " [-1.1629528e-01, -7.1097808e+00, -4.5238435e-04, ...,\n", + " -1.1836724e+00, -1.4212704e-01, -6.5503889e-01],\n", + " ...,\n", + " [-3.1803697e-01, -6.7711749e+00, 2.0667990e-01, ...,\n", + " -1.0135450e+00, 1.4494857e-01, -7.6172739e-01],\n", + " [-3.1803697e-01, -6.7711749e+00, 2.0667990e-01, ...,\n", + " -1.0135450e+00, 1.4494857e-01, -7.6172739e-01],\n", + " [-3.1803697e-01, -6.7711749e+00, 2.0667990e-01, ...,\n", + " -1.0135450e+00, 1.4494857e-01, -7.6172739e-01]], dtype=float32),\n", + " array([[ 0.45362723, -0.16305983, 0.28369218, ..., 1.3742867 ,\n", + " 0.8605523 , 0.5176837 ],\n", + " [ 0.68611884, 0.19614196, -0.5491371 , ..., 0.6523777 ,\n", + " 0.96766794, -0.6797392 ],\n", + " [-0.40027303, 0.49039757, 0.9794669 , ..., -1.1422389 ,\n", + " 0.38851684, 0.97163105],\n", + " ...,\n", + " [-0.06317604, 0.4977439 , 0.48655105, ..., -0.14796305,\n", + " 0.64423823, 0.3854698 ],\n", + " [ 0.08617175, 1.131493 , -0.91434956, ..., -0.20091158,\n", + " 0.09747171, 0.44428876],\n", + " [ 0.10364097, -0.4300152 , -0.84580123, ..., -0.5854371 ,\n", + " 0.3740081 , 2.2779484 ]], dtype=float32))" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mdata.obsm['X_totalvi'], mdata.obsm['totalvi_latent_qzm']" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
TotalVI Model with the following params: \n",
+       "n_latent: 20, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n",
+       "Training status: Trained\n",
+       "Model's adata is minified?: True\n",
+       "Model's adata is minified?: True\n",
+       "
\n" + ], + "text/plain": [ + "TotalVI Model with the following params: \n", + "n_latent: \u001b[1;36m20\u001b[0m, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n", + "Training status: Trained\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_reload" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'model_reload' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m mdata\u001b[38;5;241m.\u001b[39mobsm[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mX_totalvi\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mmodel_reload\u001b[49m\u001b[38;5;241m.\u001b[39mget_latent_representation()\n\u001b[1;32m 2\u001b[0m sc\u001b[38;5;241m.\u001b[39mpp\u001b[38;5;241m.\u001b[39mneighbors(mdata, use_rep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mX_totalvi\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m sc\u001b[38;5;241m.\u001b[39mtl\u001b[38;5;241m.\u001b[39mumap(mdata)\n", + "\u001b[0;31mNameError\u001b[0m: name 'model_reload' is not defined" + ] + } + ], + "source": [ + "mdata.obsm['X_totalvi'] = model_reload.get_latent_representation()\n", + "sc.pp.neighbors(mdata, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata)\n", + "mdata['rna'].obsm['X_umap'] = mdata.obsm['X_umap']\n", + "sc.pl.umap(mdata['rna'], color='cell_type')" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO File ./mini_totalvi/model.pt already downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO File ./mini_totalvi/model.pt already downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n", + "Upload 2 LFS files: 0%| | 0/2 [00:00MuData object with n_obs × n_vars = 72042 × 4111\n", - " obs:\t'_scvi_labels', 'observed_lib_size'\n", - " var:\t'cv_gene'\n", - " uns:\t'_scvi_adata_minify_type', '_scvi_manager_uuid', '_scvi_uuid'\n", - " obsm:\t'totalvi_latent_qzm', 'totalvi_latent_qzv'\n", - " 2 modalities\n", - " rna:\t72042 x 4000\n", - " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", - " var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene'\n", - " uns:\t'AB_adata', 'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap'\n", - " obsm:\t'X_totalVI', 'X_umap', 'denoised_genes', 'denoised_proteins'\n", - " varm:\t'lfc_model', 'lfc_raw'\n", - " layers:\t'counts'\n", - " protein:\t72042 x 111\n", - " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", - " var:\t'cv_gene'\n", - " varm:\t'lfc_model', 'lfc_raw'" + "
TotalVI Model with the following params: \n",
+       "n_latent: 20, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n",
+       "Training status: Trained\n",
+       "Model's adata is minified?: True\n",
+       "Model's adata is minified?: True\n",
+       "
\n" ], "text/plain": [ - "MuData object with n_obs × n_vars = 72042 × 4111\n", - " obs:\t'_scvi_labels', 'observed_lib_size'\n", - " var:\t'cv_gene'\n", - " uns:\t'_scvi_adata_minify_type', '_scvi_manager_uuid', '_scvi_uuid'\n", - " obsm:\t'totalvi_latent_qzm', 'totalvi_latent_qzv'\n", - " 2 modalities\n", - " rna:\t72042 x 4000\n", - " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", - " var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm', 'cv_gene'\n", - " uns:\t'AB_adata', 'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap'\n", - " obsm:\t'X_totalVI', 'X_umap', 'denoised_genes', 'denoised_proteins'\n", - " varm:\t'lfc_model', 'lfc_raw'\n", - " layers:\t'counts'\n", - " protein:\t72042 x 111\n", - " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch', 'cv_cell'\n", - " var:\t'cv_gene'\n", - " varm:\t'lfc_model', 'lfc_raw'" + "TotalVI Model with the following params: \n", + "n_latent: \u001b[1;36m20\u001b[0m, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n", + "Training status: Trained\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n" ] }, - "execution_count": 17, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mu" + "model_new" ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import logging\n", - "from scvi_hub_models.config import json_data_store" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "from scvi_hub_models.models import _neurips_cite\n", - "Workflow = _neurips_cite._Workflow" - ] - }, - { - "cell_type": "code", - "execution_count": 6, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ - "self = Workflow(config=json_data_store['neurips_cite'], save_dir='.', reload_model=True, reload_data=True)" + "import scanpy as sc" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { + "image/png": "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", "text/plain": [ - "'bmmc_cite.h5ad.gz'" + "
" ] }, - "execution_count": 7, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "self.config['extra_data_kwargs']['reference_adata_fname']" + "mdata.obs[mdata['rna'].obs.columns] = mdata['rna'].obs\n", + "mdata.obsm['X_totalvi'] = model.get_latent_representation()\n", + "sc.pp.neighbors(mdata, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata)\n", + "mdata['rna'].obsm['X_umap'] = mdata.obsm['X_umap']\n", + "sc.pl.umap(mdata['rna'], color='cell_type')" ] }, { @@ -170,163 +1383,233 @@ "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "Decompressing '/home/cane/.cache/pooch/bmmc_cite.h5ad.gz' to '/home/cane/.cache/pooch/bmmc_cite.h5ad.gz.decomp' using method 'auto'.\n" - ] + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "from pooch import retrieve\n", - "from pooch import Decompress\n", - "\n", - "adata_path = retrieve(\n", - " url=self.config['extra_data_kwargs']['url'],\n", - " known_hash=\"b9b50fade9349719cba23c97c6515d3501a32ee3735fe95fe51221d2e8a5f361\",\n", - " fname='bmmc_cite.h5ad.gz',\n", - " processor=Decompress(),\n", - ")" + "mdata_new.obs[mdata['rna'].obs.columns] = mdata_new['rna'].obs\n", + "mdata_new.obsm['X_totalvi'] = model.get_latent_representation()\n", + "sc.pp.neighbors(mdata_new, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata_new)\n", + "mdata_new['rna'].obsm['X_umap'] = mdata_new.obsm['X_umap']\n", + "sc.pl.umap(mdata_new['rna'], color='cell_type')" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 41, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO File ./mini_totalvi/model.pt already downloaded \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:76: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " model = torch.load(model_path, map_location=map_location)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"var\", axis=0, join_common=join_common)\n", + "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", + " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO Found batches with missing protein expression \n", + "INFO Found batches with missing protein expression \n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/_core/anndata.py:1758: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", - " utils.warn_names_duplicates(\"var\")\n" + "/home/cane/Documents/scvi-tools/src/scvi/model/base/_save_load.py:136: UserWarning: Some proteins have all 0 counts in some batches. These proteins will be treated as missing measurements; however, this can occur due to experimental design/biology. Reinitialize the model with `override_missing_proteins=True`,to override this behavior.\n", + " model = cls(adata, **non_kwargs, **kwargs)\n" ] } ], "source": [ - "import anndata\n", - "\n", - "ad = anndata.read_h5ad('/home/cane/.cache/pooch/bmmc_cite.h5ad')" + "model_reload = TOTALVI.load(model_path)" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 38, "metadata": {}, "outputs": [ { "data": { + "text/html": [ + "
TotalVI Model with the following params: \n",
+       "n_latent: 20, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n",
+       "Training status: Trained\n",
+       "Model's adata is minified?: True\n",
+       "Model's adata is minified?: True\n",
+       "
\n" + ], "text/plain": [ - "AnnData object with n_obs × n_vars = 90261 × 14087\n", - " obs: 'GEX_n_genes_by_counts', 'GEX_pct_counts_mt', 'GEX_size_factors', 'GEX_phase', 'ADT_n_antibodies_by_counts', 'ADT_total_counts', 'ADT_iso_count', 'cell_type', 'batch', 'ADT_pseudotime_order', 'GEX_pseudotime_order', 'Samplename', 'Site', 'DonorNumber', 'Modality', 'VendorLot', 'DonorID', 'DonorAge', 'DonorBMI', 'DonorBloodType', 'DonorRace', 'Ethnicity', 'DonorGender', 'QCMeds', 'DonorSmoker', 'is_train'\n", - " var: 'feature_types', 'gene_id'\n", - " uns: 'dataset_id', 'genome', 'organism'\n", - " obsm: 'ADT_X_pca', 'ADT_X_umap', 'ADT_isotype_controls', 'GEX_X_pca', 'GEX_X_umap'\n", - " layers: 'counts'" + "TotalVI Model with the following params: \n", + "n_latent: \u001b[1;36m20\u001b[0m, gene_dispersion: gene, protein_dispersion: protein, gene_likelihood: nb, latent_distribution: normal\n", + "Training status: Trained\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n", + "Model's adata is minified?: \u001b[3;92mTrue\u001b[0m\n" ] }, - "execution_count": 19, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ad" + "model_reload" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 40, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/cane/Documents/scvi-tools/scvi-hub-models/data/neurips_bone_marrow_cite.h5mu\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/anndata/_core/anndata.py:1758: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", - " utils.warn_names_duplicates(\"var\")\n", - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", - " self._update_attr(\"var\", axis=0, join_common=join_common)\n", - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:931: UserWarning: Cannot join columns with the same name because var_names are intersecting.\n", - " warnings.warn(\n", - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", - " self._update_attr(\"obs\", axis=1, join_common=join_common)\n", - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1531: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", - " self._update_attr(\"var\", axis=0, join_common=join_common)\n", - "/home/cane/.local/share/hatch/env/virtual/scvi-tools/eVVa01t5/scvi-tools/lib/python3.12/site-packages/mudata/_core/mudata.py:1429: FutureWarning: From 0.4 .update() will not pull obs/var columns from individual modalities by default anymore. Set mudata.set_options(pull_on_update=False) to adopt the new behaviour, which will become the default. Use new pull_obs/pull_var and push_obs/push_var methods for more flexibility.\n", - " self._update_attr(\"obs\", axis=1, join_common=join_common)\n" - ] - }, { "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
+      "image/png": "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",
+      "text/plain": [
+       "
" + ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "mdata = self.get_adata()" + "mdata_new.obs[mdata['rna'].obs.columns] = mdata_new['rna'].obs\n", + "mdata_new.obsm['X_totalvi'] = model_reload.get_latent_representation()\n", + "sc.pp.neighbors(mdata_new, use_rep='X_totalvi')\n", + "sc.tl.umap(mdata_new)\n", + "mdata_new['rna'].obsm['X_umap'] = mdata_new.obsm['X_umap']\n", + "sc.pl.umap(mdata_new['rna'], color='cell_type')" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_path = self._minify_and_save_model(model, mdata)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 48, "metadata": {}, "outputs": [ { "data": { + "text/html": [ + "
MuData object with n_obs × n_vars = 72042 × 4111\n",
+       "  obs:\t'_scvi_labels'\n",
+       "  uns:\t'_scvi_uuid', '_scvi_manager_uuid', 'neighbors', 'umap'\n",
+       "  obsm:\t'X_totalvi', 'X_umap'\n",
+       "  obsp:\t'distances', 'connectivities'\n",
+       "  2 modalities\n",
+       "    rna:\t72042 x 4000\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch'\n",
+       "      var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm'\n",
+       "      uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap', 'cell_type_colors'\n",
+       "      obsm:\t'X_totalVI', 'X_umap'\n",
+       "      layers:\t'counts'\n",
+       "    protein:\t72042 x 111\n",
+       "      obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch'
" + ], "text/plain": [ - "GEX_n_genes_by_counts 893\n", - "GEX_pct_counts_mt 6.723979\n", - "GEX_size_factors 0.356535\n", - "GEX_phase G1\n", - "ADT_n_antibodies_by_counts 115\n", - "ADT_total_counts 2828.0\n", - "ADT_iso_count 5.0\n", - "cell_type Naive CD20+ B IGKC+\n", - "batch s1d1\n", - "ADT_pseudotime_order NaN\n", - "GEX_pseudotime_order NaN\n", - "Samplename site1_donor1_cite\n", - "Site site1\n", - "DonorNumber donor1\n", - "Modality cite\n", - "VendorLot 3054455\n", - "DonorID 15078\n", - "DonorAge 34\n", - "DonorBMI 24.8\n", - "DonorBloodType B-\n", - "DonorRace White\n", - "Ethnicity HISPANIC OR LATINO\n", - "DonorGender Male\n", - "QCMeds False\n", - "DonorSmoker Nonsmoker\n", - "is_train train\n", - "_scvi_batch 0\n", - "cv_cell 7.578709\n", - "Name: GCATTAGCATAAGCGG-1-s1d1, dtype: object" + "MuData object with n_obs × n_vars = 72042 × 4111\n", + " obs:\t'_scvi_labels'\n", + " uns:\t'_scvi_uuid', '_scvi_manager_uuid', 'neighbors', 'umap'\n", + " obsm:\t'X_totalvi', 'X_umap'\n", + " obsp:\t'distances', 'connectivities'\n", + " 2 modalities\n", + " rna:\t72042 x 4000\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch'\n", + " var:\t'gene_id', 'gene_name', 'expression_type', 'n_cells', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm'\n", + " uns:\t'annotations_clean_colors', 'batch_condition', 'batch_indices_colors', 'citation', 'hvg', 'leiden', 'neighbors', 'protein_names', 'schema_reference', 'schema_version', 'title', 'totalVI_genes', 'totalVI_proteins', 'umap', 'cell_type_colors'\n", + " obsm:\t'X_totalVI', 'X_umap'\n", + " layers:\t'counts'\n", + " protein:\t72042 x 111\n", + " obs:\t'percent_mito', 'n_counts', 'n_genes', 'n_protein_counts', 'n_proteins', 'leiden_totalVI_res1.4', 'leiden_totalVI_res1.0', 'leiden_totalVI_res0.6', 'annotations_clean', 'mean_pseudotime', 'Pseudotime_bin', 'curve1', 'curve2', 'difference', 'weight_curve1', 'weight_curve2', 'UMIs_RNA', 'UMIs_protein', 'n_genes_pt', 'n_proteins_pt', 'percent_mito_pt', 'Experiment', 'slingshot_clusters', 'organism_ontology_term_id', 'disease_ontology_term_id', 'sex_ontology_term_id', 'tissue_type', 'tissue_ontology_term_id', 'suspension_type', 'assay_ontology_term_id', 'cell_type_ontology_term_id', 'self_reported_ethnicity_ontology_term_id', 'is_primary_data', 'development_stage_ontology_term_id', 'batch_indices', 'sample_id', 'Location', 'donor_id', 'sample_weeks', 'genotype', 'Lineage_by_genotypeSlingshot', 'Lineage_by_genotype', 'cell_type', 'assay', 'disease', 'organism', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid', '_scvi_batch'" ] }, - "execution_count": 25, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mdata['rna'].obs.iloc[0]" + "mdata" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 23, @@ -423,7 +1706,7 @@ } ], "source": [ - "model = self.get_model(mdata)\n", + "\n", "model_path = self._minify_and_save_model(model, mdata)\n", "hub_model = self._create_hub_model(model_path)\n", "hub_model = self._upload_hub_model(hub_model)"