From bdf9d9f7ffc65178641a067b09cd92c85f08d607 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 16:40:04 +0200 Subject: [PATCH 01/39] rm old introduction notebook --- docs/tutorials/index.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/tutorials/index.md b/docs/tutorials/index.md index 461d4be3..4edeeecf 100644 --- a/docs/tutorials/index.md +++ b/docs/tutorials/index.md @@ -3,7 +3,8 @@ ```{toctree} :maxdepth: 1 -introduction +model_training_and_eval topic_classification +enhancer_code_analysis multi_gpu ``` From 1788df67f26e49b1985f8b6c8a47498e2eb9278e Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 16:40:34 +0200 Subject: [PATCH 02/39] updated introduction notebook --- docs/tutorials/model_training_and_eval.ipynb | 18 +++++------------- 1 file changed, 5 insertions(+), 13 deletions(-) diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 7b0283bd..54567539 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -736,7 +736,7 @@ " crested.tl.metrics.PearsonCorrelationLog(),\n", " crested.tl.metrics.ZeroPenaltyMetric(),\n", "]\n", - " \n", + "\n", "alternative_config = TaskConfig(optimizer, loss, metrics)\n", "print(alternative_config)" ] @@ -1406,8 +1406,7 @@ } ], "source": [ - "from crested.pl.bar import prediction_bar\n", - "prediction_bar(prediction, classes=list(adata.obs_names))" + "crested.pl.bar.prediction(prediction, classes=list(adata.obs_names))" ] }, { @@ -1892,7 +1891,7 @@ ], "source": [ "prediction = evaluator.predict_sequence(designed_sequences[0])\n", - "prediction_bar(prediction, classes=list(adata.obs_names))" + "crested.pl.bar.prediction(prediction, classes=list(adata.obs_names))" ] }, { @@ -2004,7 +2003,7 @@ ], "source": [ "prediction = evaluator.predict_sequence(designed_sequences[0])\n", - "prediction_bar(prediction, classes=list(adata.obs_names))" + "crested.pl.bar.prediction(prediction, classes=list(adata.obs_names))" ] }, { @@ -2066,15 +2065,8 @@ " class_labels=[\"Oligo\"],\n", " zoom_n_bases=500,\n", " title=\"synth Oligo\",\n", - ") " + ")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 45a3b8cea9c851259f3ee9c38136ea8af112d0e4 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 16:43:51 +0200 Subject: [PATCH 03/39] remove old docs --- docs/tutorials/introduction.ipynb | 1853 ----------------------------- 1 file changed, 1853 deletions(-) delete mode 100644 docs/tutorials/introduction.ipynb diff --git a/docs/tutorials/introduction.ipynb b/docs/tutorials/introduction.ipynb deleted file mode 100644 index 4d744af5..00000000 --- a/docs/tutorials/introduction.ipynb +++ /dev/null @@ -1,1853 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Introduction to CREsted with Peak Regression\n", - "\n", - "In this introductory notebook, we will train a peak regression model on the mouse BICCN data and inspect the results to get a feel for the capabilities of the CREsted package. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Import Data\n", - "\n", - "For this tutorial, we will use the mouse BICCN dataset which is available in the {func}`~crested.get_dataset` function. \n", - "To train a CREsted peak regression model on your data, you need: \n", - "1. A consensus regions BED file containing all the regions of interest accross cell types.\n", - "2. A folder containing the bigwig files per cell type. Each file should be named according to the cell type: {cell type name}.bw.\n", - "3. A genome fasta file and optionally a chromosome sizes file.\n", - "\n", - "You could use a tool like SnapATAC2 to generate the consensus regions and bigwig files from your own data." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import crested" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Download the tutorial data\n", - "import os\n", - "\n", - "os.environ[\n", - " \"CRESTED_DATA_DIR\"\n", - "] = \"../../../Crested_testing/data/tmp\" # Change this to your desired directory\n", - "bigwigs_folder, regions_file = crested.get_dataset(\"mouse_cortex_bigwig\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can use the {func}`~crested.import_bigwigs` function to import bigwigs per cell type and a consensus regions BED file into an {class}`anndata.AnnData` object,\n", - "with the imported cell types as the `AnnData.obs` and the consensus peak regions as the `AnnData.var`. \n", - "\n", - "Optionally, provide a chromsizes file to filter out regions that are not within the chromsizes. " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T15:13:51.224593+0200 WARNING Chromsizes file not provided. Will not check if regions are within chromosomes\n", - "2024-08-13T15:13:56.211715+0200 INFO Extracting values from 19 bigWig files...\n" - ] - }, - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 19 × 546993\n", - " obs: 'file_path'\n", - " var: 'chr', 'start', 'end'" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "adata = crested.import_bigwigs(\n", - " bigwigs_folder=bigwigs_folder,\n", - " regions_file=regions_file,\n", - " target_region_width=1000, # optionally, use a different width than the consensus regions file (500bp) for the .X values calculation\n", - " target=\"mean\", # or \"max\", \"count\", \"logcount\" --> what we will be predicting\n", - ")\n", - "adata" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To train a model, we always need to add a *split* column to our dataset, which we can do using {func}`crested.pp.train_val_test_split`. \n", - "This will add a column to the `AnnData.obs` with the split type for each region (train, val, or test)." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "split\n", - "train 440993\n", - "val 56064\n", - "test 49936\n", - "Name: count, dtype: int64\n" - ] - }, - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " chr start end split\n", - "region \n", - "chr9:65604601-65606715 chr9 65604601 65606715 test\n", - "chr19:18669675-18671789 chr19 18669675 18671789 train\n", - "chr9:65674756-65676870 chr9 65674756 65676870 test\n", - "chr19:18686717-18688831 chr19 18686717 18688831 train\n", - "chr19:18712057-18714171 chr19 18712057 18714171 train\n", - "... ... ... ... ...\n", - "chr5:76528212-76530326 chr5 76528212 76530326 train\n", - "chr9:65434711-65436825 chr9 65434711 65436825 test\n", - "chr9:65460550-65462664 chr9 65460550 65462664 test\n", - "chr9:65461589-65463703 chr9 65461589 65463703 test\n", - "chr13:30711675-30713789 chr13 30711675 30713789 train\n", - "\n", - "[20894 rows x 4 columns]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "crested.pp.normalize_peaks(adata)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can visualize the normalization factor for each cell type using the {func}`crested.pl.bar.normalization_weights` function to inspect which cell type peaks were up/down weighted." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%matplotlib inline\n", - "crested.pl.bar.normalization_weights(adata, title=\"Normalization Weights per Cell Type\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Specificity Filtering \n", - "\n", - "Optionally we can filter the regions to only include those that are specific to a cell type. \n", - "This will reduce our training dataset size (meaning faster training times) and could improve the model's performance if the filtered out regions are not specific enough to be informative. \n", - "\n", - "A common training approach we've found to be succesful is to first train on all the regions and then filter out the non-specific regions to fine-tune the model with a lower learning rate.\n", - "\n", - "Read the documentation of the {func}`crested.pp.filter_regions_on_specificity` function for more information on how the filtering is done. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T15:14:50.559572+0200 INFO After specificity filtering, kept 89009 out of 546993 regions.\n" - ] - }, - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 19 × 89009\n", - " obs: 'file_path'\n", - " var: 'chr', 'start', 'end', 'split'\n", - " obsm: 'weights'" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "crested.pp.filter_regions_on_specificity(adata, gini_std_threshold=1.0)\n", - "adata" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There is no single best way to preprocess your data, so we recommend experimenting with different preprocessing steps to see what works best for your data. \n", - "Likewise there is no single best training approach, so we recommend experimenting with different training strategies." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Save the final preprocessing results\n", - "adata.write_h5ad(\"../../../Crested_testing/data/tmp/preprocessed_data.h5ad\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Model Training\n", - "\n", - "The entire CREsted workflow is built around the {func}`crested.tl.Crested` class.\n", - "Everything that requires a model (training, evaluation, prediction) is done through this class. \n", - "This class has a couple of required arguments:\n", - "- `data`: the {class}`crested.tl.data.AnnDataModule` object containing all the data (anndata, genome) and dataloaders that specify how to load the data.\n", - "- `model`: the {class}`keras.Model` object containing the model architecture.\n", - "- `config`: the {class}`crested.tl.TaskConfig` object containing the optimizer, loss function, and metrics to use in training. \n", - "\n", - "Generally you wouldn't run these steps in a notebook, but rather in a script or a python file so you could run it on a cluster or in the background.\n", - "\n", - "### Data\n", - "\n", - "We'll start by initializing the {class}`crested.tl.data.AnnDataModule` object with our data. \n", - "This will tell our model how to load the data and what data to load during fitting/evaluation.\n", - "The main arguments to supply are the `adata` object, the `genome` file path, and the `batch_size`. \n", - "Other optional arguments are related to the training data loading (e.g. shuffling, whether to load the sequences into memory, ...).\n", - "\n", - "The genome file you need to provide yourself as this is not included in the crested package." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import crested" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# read in your preprocessed data\n", - "import anndata\n", - "\n", - "adata = anndata.read_h5ad(\"../../../Crested_testing/data/tmp/preprocessed_data.h5ad\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T15:22:51.519020+0200 WARNING Chromsizes file not provided when shifting. Will not check if shifted regions are within chromosomes\n" - ] - } - ], - "source": [ - "datamodule = crested.tl.data.AnnDataModule(\n", - " adata,\n", - " genome_file=\"../../../Crested_testing/data/tmp/mm10.fa\",\n", - " batch_size=128, # lower this if you encounter OOM errors\n", - " max_stochastic_shift=3, # optional augmentation\n", - " always_reverse_complement=True, # default True. Will double the effective size of the training dataset.\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Model definition \n", - "\n", - "Next, we'll define the model architecture. This is a standard Keras model definition, so you can provide your own model definition if you like. \n", - "Alternatively, there are a couple of ready-to-use models available in the `crested.tl.zoo` module. \n", - "Each of them require the width of the input sequences and the number of output classes (your `Anndata.obs`) as arguments." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Load chrombpnet architecture for a dataset with 2114bp regions and 19 cell types\n", - "model_architecture = crested.tl.zoo.chrombpnet(seq_len=2114, num_classes=19)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### TaskConfig\n", - "\n", - "The TaskConfig object specifies the optimizer, loss function, and metrics to use in training (we call this our 'task'). \n", - "Some default configurations are available for some common tasks such as 'topic_classification' and 'peak_regression',\n", - "which you can load using the {func}`crested.tl.default_configs` function. " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "TaskConfig(optimizer=, loss=, metrics=[, , , , , , ])\n" - ] - } - ], - "source": [ - "# Load the default configuration for training a topic classication model\n", - "from crested.tl import default_configs, TaskConfig\n", - "\n", - "config = default_configs(\"peak_regression\")\n", - "print(config)\n", - "\n", - "# If you want to change some small parameters to an existing config, you can do it like this\n", - "# For example, the default learning rate is 0.001, but you can change it to 0.0001\n", - "# config.optimizer.learning_rate = 0.0001" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Alternatively, you can create your own TaskConfig object and specify the optimizer, loss function, and metrics yourself if you want to do something completely custom." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "TaskConfig(optimizer=, loss=, metrics=[])\n" - ] - } - ], - "source": [ - "# Create your own configuration\n", - "# for example if doing classification instead of regression you could something like this:\n", - "import keras\n", - "\n", - "optimizer = keras.optimizers.Adam(learning_rate=1e-3)\n", - "loss = keras.losses.BinaryCrossentropy(from_logits=False)\n", - "metrics = [\n", - " keras.metrics.AUC(\n", - " num_thresholds=200,\n", - " curve=\"ROC\",\n", - " )\n", - "]\n", - "alternative_config = TaskConfig(optimizer, loss, metrics)\n", - "print(alternative_config)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Training\n", - "\n", - "Now we're ready to train our model.\n", - "We'll create a {class}`~crested.tl.Crested` object with the data, model, and config objects we just created. \n", - "Then, we can call the {meth}`~crested.tl.Crested.fit` method to train the model. \n", - "Read the documentation for more information on all available arguments to customize your training (e.g. augmentations, early stopping, checkpointing, ...). \n", - "\n", - "By default: \n", - "1. The model will continue training until the validation loss stops decreasing for 10 epochs with a maximum of 100 epochs. \n", - "2. Every best model is saved based on the validation loss.\n", - "3. The learning rate reduces by a factor of 0.25 if the validation loss stops decreasing for 5 epochs." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "# setup the trainer\n", - "trainer = crested.tl.Crested(\n", - " data=datamodule,\n", - " model=model_architecture,\n", - " config=config,\n", - " project_name=\"mouse_biccn\", # change to your liking\n", - " run_name=\"chrombpnet_filtered_2114bp\", # change to your liking\n", - " logger=None, # or 'wandb', 'tensorboard'\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
Model: \"functional\"\n",
-       "
\n" - ], - "text/plain": [ - "\u001b[1mModel: \"functional\"\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
-       "┃ Layer (type)         Output Shape          Param #  Connected to      ┃\n",
-       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ sequence            │ (None, 2114, 4)   │          0 │ -                 │\n",
-       "│ (InputLayer)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ conv1d (Conv1D)     │ (None, 2114, 512) │     10,240 │ sequence[0][0]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ batch_normalization │ (None, 2114, 512) │      2,048 │ conv1d[0][0]      │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ activation          │ (None, 2114, 512) │          0 │ batch_normalizat… │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dropout (Dropout)   │ (None, 2114, 512) │          0 │ activation[0][0]  │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_1conv         │ (None, 2110, 512) │    786,432 │ dropout[0][0]     │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_1bn           │ (None, 2110, 512) │      2,048 │ bpnet_1conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_1activation   │ (None, 2110, 512) │          0 │ bpnet_1bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_1crop         │ (None, 2110, 512) │          0 │ dropout[0][0]     │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add (Add)           │ (None, 2110, 512) │          0 │ bpnet_1activatio… │\n",
-       "│                     │                   │            │ bpnet_1crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_1dropout      │ (None, 2110, 512) │          0 │ add[0][0]         │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_2conv         │ (None, 2102, 512) │    786,432 │ bpnet_1dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_2bn           │ (None, 2102, 512) │      2,048 │ bpnet_2conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_2activation   │ (None, 2102, 512) │          0 │ bpnet_2bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_2crop         │ (None, 2102, 512) │          0 │ bpnet_1dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_1 (Add)         │ (None, 2102, 512) │          0 │ bpnet_2activatio… │\n",
-       "│                     │                   │            │ bpnet_2crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_2dropout      │ (None, 2102, 512) │          0 │ add_1[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_3conv         │ (None, 2086, 512) │    786,432 │ bpnet_2dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_3bn           │ (None, 2086, 512) │      2,048 │ bpnet_3conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_3activation   │ (None, 2086, 512) │          0 │ bpnet_3bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_3crop         │ (None, 2086, 512) │          0 │ bpnet_2dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_2 (Add)         │ (None, 2086, 512) │          0 │ bpnet_3activatio… │\n",
-       "│                     │                   │            │ bpnet_3crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_3dropout      │ (None, 2086, 512) │          0 │ add_2[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_4conv         │ (None, 2054, 512) │    786,432 │ bpnet_3dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_4bn           │ (None, 2054, 512) │      2,048 │ bpnet_4conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_4activation   │ (None, 2054, 512) │          0 │ bpnet_4bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_4crop         │ (None, 2054, 512) │          0 │ bpnet_3dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_3 (Add)         │ (None, 2054, 512) │          0 │ bpnet_4activatio… │\n",
-       "│                     │                   │            │ bpnet_4crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_4dropout      │ (None, 2054, 512) │          0 │ add_3[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_5conv         │ (None, 1990, 512) │    786,432 │ bpnet_4dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_5bn           │ (None, 1990, 512) │      2,048 │ bpnet_5conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_5activation   │ (None, 1990, 512) │          0 │ bpnet_5bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_5crop         │ (None, 1990, 512) │          0 │ bpnet_4dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_4 (Add)         │ (None, 1990, 512) │          0 │ bpnet_5activatio… │\n",
-       "│                     │                   │            │ bpnet_5crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_5dropout      │ (None, 1990, 512) │          0 │ add_4[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_6conv         │ (None, 1862, 512) │    786,432 │ bpnet_5dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_6bn           │ (None, 1862, 512) │      2,048 │ bpnet_6conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_6activation   │ (None, 1862, 512) │          0 │ bpnet_6bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_6crop         │ (None, 1862, 512) │          0 │ bpnet_5dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_5 (Add)         │ (None, 1862, 512) │          0 │ bpnet_6activatio… │\n",
-       "│                     │                   │            │ bpnet_6crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_6dropout      │ (None, 1862, 512) │          0 │ add_5[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_7conv         │ (None, 1606, 512) │    786,432 │ bpnet_6dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_7bn           │ (None, 1606, 512) │      2,048 │ bpnet_7conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_7activation   │ (None, 1606, 512) │          0 │ bpnet_7bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_7crop         │ (None, 1606, 512) │          0 │ bpnet_6dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_6 (Add)         │ (None, 1606, 512) │          0 │ bpnet_7activatio… │\n",
-       "│                     │                   │            │ bpnet_7crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_7dropout      │ (None, 1606, 512) │          0 │ add_6[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_8conv         │ (None, 1094, 512) │    786,432 │ bpnet_7dropout[0… │\n",
-       "│ (Conv1D)            │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_8bn           │ (None, 1094, 512) │      2,048 │ bpnet_8conv[0][0] │\n",
-       "│ (BatchNormalizatio… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_8activation   │ (None, 1094, 512) │          0 │ bpnet_8bn[0][0]   │\n",
-       "│ (Activation)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_8crop         │ (None, 1094, 512) │          0 │ bpnet_7dropout[0… │\n",
-       "│ (Cropping1D)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ add_7 (Add)         │ (None, 1094, 512) │          0 │ bpnet_8activatio… │\n",
-       "│                     │                   │            │ bpnet_8crop[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bpnet_8dropout      │ (None, 1094, 512) │          0 │ add_7[0][0]       │\n",
-       "│ (Dropout)           │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ global_average_poo… │ (None, 512)       │          0 │ bpnet_8dropout[0… │\n",
-       "│ (GlobalAveragePool… │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dense_out (Dense)   │ (None, 19)        │      9,747 │ global_average_p… │\n",
-       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
-       "
\n" - ], - "text/plain": [ - "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n", - "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to \u001b[0m\u001b[1m \u001b[0m┃\n", - "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n", - "│ sequence │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2114\u001b[0m, \u001b[38;5;34m4\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ - │\n", - "│ (\u001b[38;5;33mInputLayer\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ conv1d (\u001b[38;5;33mConv1D\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2114\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m10,240\u001b[0m │ sequence[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ batch_normalization │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2114\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ conv1d[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2114\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ batch_normalizat… │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ dropout (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2114\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ activation[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_1conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ dropout[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_1bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_1conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_1activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_1bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_1crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ dropout[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_1activatio… │\n", - "│ │ │ │ bpnet_1crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_1dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2110\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_2conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_1dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_2bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_2conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_2activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_2bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_2crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_1dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_1 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_2activatio… │\n", - "│ │ │ │ bpnet_2crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_2dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2102\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_3conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_2dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_3bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_3conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_3activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_3bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_3crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_2dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_2 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_3activatio… │\n", - "│ │ │ │ bpnet_3crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_3dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2086\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_4conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_3dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_4bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_4conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_4activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_4bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_4crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_3dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_3 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_4activatio… │\n", - "│ │ │ │ bpnet_4crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_4dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m2054\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_5conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_4dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_5bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_5conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_5activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_5bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_5crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_4dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_4 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_5activatio… │\n", - "│ │ │ │ bpnet_5crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_5dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1990\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_4[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_6conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_5dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_6bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_6conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_6activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_6bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_6crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_5dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_5 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_6activatio… │\n", - "│ │ │ │ bpnet_6crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_6dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1862\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_7conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_6dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_7bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_7conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_7activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_7bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_7crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_6dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_6 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_7activatio… │\n", - "│ │ │ │ bpnet_7crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_7dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1606\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_6[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_8conv │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m786,432\u001b[0m │ bpnet_7dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mConv1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_8bn │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m2,048\u001b[0m │ bpnet_8conv[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mBatchNormalizatio…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_8activation │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_8bn[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mActivation\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_8crop │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_7dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mCropping1D\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ add_7 (\u001b[38;5;33mAdd\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_8activatio… │\n", - "│ │ │ │ bpnet_8crop[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bpnet_8dropout │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m1094\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ add_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", - "│ (\u001b[38;5;33mDropout\u001b[0m) │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ global_average_poo… │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ bpnet_8dropout[\u001b[38;5;34m0\u001b[0m… │\n", - "│ (\u001b[38;5;33mGlobalAveragePool…\u001b[0m │ │ │ │\n", - "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ dense_out (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m19\u001b[0m) │ \u001b[38;5;34m9,747\u001b[0m │ global_average_p… │\n", - "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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cosine_similarity: 0.5142 - loss: 2.5419 - mean_absolute_error: 0.6500 - mean_squared_error: 2.9634 - pearson_correlation: 0.0715 - pearson_correlation_log: 0.2853 - zero_penalty_metric: 776.53042024-08-13T15:24:23.706543+0200 WARNING Training interrupted by user.\n" - ] - } - ], - "source": [ - "# train the model\n", - "trainer.fit(epochs=60)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Evaluate the model\n", - "\n", - "After training, we can evaluate the model on the test set using the {meth}`~crested.tl.Crested.test` method. \n", - "If we're still in the same session, we can simply continue using the same object. \n", - "If not, we can load the model from disk using the {func}`~crested.tl.Crested.load_model` method.\n", - "This means that we have to create a new {class}`~crested.tl.Crested` object first. \n", - "However, this time, since the taskconfig and architecture are saved in the .keras file, we only have to provide our datamodule." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "import anndata\n", - "import crested\n", - "\n", - "adata = anndata.read_h5ad(\"../../../Crested_testing/data/tmp/preprocessed_data.h5ad\")\n", - "\n", - "datamodule = crested.tl.data.AnnDataModule(\n", - " adata,\n", - " genome_file=\"../../../Crested_testing/data/tmp/mm10.fa\",\n", - ")\n", - "\n", - "evaluator = crested.tl.Crested(data=datamodule)\n", - "\n", - "# load an existing model\n", - "evaluator.load_model(\n", - " \"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/15.keras\",\n", - " compile=True,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you experimented with many different hyperparameters for your model, chances are that you will start overfitting on your validation dataset. \n", - "It's therefore always a good idea to evaluate your model on the test set after getting good results on your validation data to see how well it generalizes to unseen data." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[1m32/32\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 135ms/step - loss: 0.0239\n", - "2024-08-13T15:53:51.932398+0200 INFO Test loss: 0.0239\n" - ] - } - ], - "source": [ - "# evaluate the model on the test set\n", - "evaluator.test()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Predict\n", - "\n", - "After training, we can also use the {meth}`~crested.tl.Crested.predict` method to predict the labels for new data and add them as a layer to the `AnnData` object. \n", - "A common use case is to compare the predicted labels to the true labels for multiple trained models to see how well they compare. \n", - "\n", - "We can initiate a new Crested object (if you have different data) or use the existing one. \n", - "Here we continue with the existing one since we'll use the same data as we trained on." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[1m348/348\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m41s\u001b[0m 119ms/step\n", - "2024-08-13T15:54:40.788075+0200 INFO Adding predictions to anndata.layers[checkpoint_15].\n" - ] - } - ], - "source": [ - "# add predictions for model checkpoint to the adata\n", - "evaluator.predict(\n", - " adata, model_name=\"checkpoint_15\"\n", - ") # adds the predictions to the adata.layers[\"checkpoint_15\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you don't want to predict on the entire dataset, you can also predict on a given sequence or region using the {meth}`~crested.tl.Crested.predict_sequence` or {meth}`~crested.tl.Crested.predict_regions` methods." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Many of the plotting functions in the `crested.pl` module can be used to visualize these model predictions. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Contribution Scores\n", - "\n", - "We can calculate the contribution scores for a **sequence** of interest using the {meth}`~crested.tl.Crested.calculate_contribution_scores_sequence` method. \n", - "You always need to ensure that the sequence or region you provide is the same length as the model input (2114bp in our case). " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T15:55:10.951464+0200 INFO Calculating contribution scores for 2 class(es) and 1 region(s).\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Region: 100%|██████████| 1/1 [00:03<00:00, 3.66s/it]\n" - ] - } - ], - "source": [ - "# random sequence of length 2114bp as an example\n", - "sequence = \"A\" * 2114\n", - "\n", - "scores, one_hot_encoded_sequences = evaluator.calculate_contribution_scores_sequence(\n", - " sequence, class_names=[\"Astro\", \"Endo\"]\n", - ") # focus on two cell types of interest" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Alternatively, you can calculate contribution scores for **regions** of interest using the {meth}`~crested.tl.Crested.calculate_contribution_scores_regions` method. \n", - "These regions don't have to be in your original dataset, as long as they exist in the genome file that you provided to the `AnnDataModule` and they are the same length as the model input. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T15:57:15.341186+0200 INFO Calculating contribution scores for 2 class(es) and 1 region(s).\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Region: 100%|██████████| 1/1 [00:02<00:00, 2.63s/it]\n" - ] - } - ], - "source": [ - "# focus on two cell types of interest\n", - "regions_of_interest = [\n", - " \"chr18:61107770-61109884\"\n", - "] # FIRE enhancer region, should only have motifs in Micro_PVM\n", - "classes_of_interest = [\"Astro\", \"Micro_PVM\"]\n", - "scores, one_hot_encoded_sequences = evaluator.calculate_contribution_scores_regions(\n", - " region_idx=regions_of_interest, class_names=classes_of_interest\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Contribution scores for regions can be plotted using the {func}`crested.pl.patterns.contribution_scores` function. \n", - "This will generate a plot per class per region." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%matplotlib inline\n", - "crested.pl.patterns.contribution_scores(\n", - " scores,\n", - " one_hot_encoded_sequences,\n", - " sequence_labels=regions_of_interest,\n", - " class_labels=classes_of_interest,\n", - " zoom_n_bases=600,\n", - " title=\"FIRE Enhancer Region\",\n", - ") # zoom in on the center 600bp" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sequence evolution" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can create synthetic enhancers for a specified class using in silico evolution with the {meth}`~crested.tl.Crested.enhancer_design_in_silico_evolution` method." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "designed_sequences = evaluator.enhancer_design_in_silico_evolution(\n", - " target_class=\"Astro\", n_sequences=1, n_mutations=25\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## TFModisco\n", - "\n", - "For ease of use, we've included the TFModisco Lite functionality inside the CREsted package. \n", - "\n", - "To calculate the contribution scores in the format required for TFModisco, use the {meth}`~crested.tl.Crested.tfmodisco_calculate_and_save_contribution_scores` method. \n", - "This will save the contribution scores in the correct format for TFModisco Lite. \n", - "\n", - "Since this will calculate contribution scores for all regions in your dataset, it's recommended to only run this on a subset of your data. \n", - "We've included a preprocessing function {func}`crested.pp.sort_and_filter_regions_on_specificity` to keep the top k most specific regions per cell type that you can use to filter your data before running TFModisco." - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:43:03.596883+0200 INFO After sorting and filtering, kept 9500 regions.\n" - ] - }, - { - "data": { - "text/plain": [ - "AnnData object with n_obs × n_vars = 19 × 9500\n", - " obs: 'file_path'\n", - " var: 'chr', 'start', 'end', 'split', 'Class name', 'rank', 'gini_score'\n", - " obsm: 'weights'\n", - " layers: 'checkpoint_15'" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# most informative regions per class\n", - "adata_filtered = adata.copy()\n", - "crested.pp.sort_and_filter_regions_on_specificity(adata_filtered, top_k=500)\n", - "adata_filtered" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [], - "source": [ - "# Remember to reinitialize your crested object with the new data\n", - "datamodule = crested.tl.data.AnnDataModule(\n", - " adata_filtered,\n", - " genome_file=\"../../../Crested_testing/data/tmp/mm10.fa\",\n", - ")\n", - "\n", - "evaluator = crested.tl.Crested(data=datamodule)\n", - "\n", - "# load an existing model\n", - "evaluator.load_model(\n", - " \"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/15.keras\",\n", - " compile=True,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now you can calculate the contribution scores for all the regions in your filtered anndata. \n", - "By default, the contribution scores are calculated using the expected integrated gradients method, but you can change this to simple integrated gradients to speed up the calculation (this might result in less accurate scores)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# calculate contribution scores for all regions and save them to output_dir\n", - "evaluator.tfmodisco_calculate_and_save_contribution_scores(\n", - " output_dir=\"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/contribution_scores\",\n", - " method=\"integrated_grad\",\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "When this is done, you can run TFModisco Lite on the saved contribution scores to find motifs that are important for the classification/regression task. \n", - "\n", - "You could use the tfmodisco package directly to do this, or you could use the {func}`crested.tl.tfmodisco` function which is essentially a wrapper around the tfmodisco package." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# run tfmodisco on the contribution scores\n", - "crested.tl.tfmodisco(\n", - " contrib_dir=\"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/contribution_scores\",\n", - " output_dir=\"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/tfmodisco_results\",\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "When this is done, you can plot the results using the {func}`crested.pl.patterns.modisco_results` function." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "crested.pl.modisco_results(\n", - " classes=[\"Astro\", \"Endo\"],\n", - " contribution=\"positive\",\n", - " contribution_dir=\"../../../Crested_testing/mouse_biccn/chrombpnet_filtered_2114bp/tfmodisco_results\",\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting\n", - "\n", - "There is a bunch of plotting functions available in the `crested.pl` module to visualize the results of the model.\n", - "We will show some examples below, but refer to the documentation for more information. \n", - "\n", - "All the plotting functions using {func}`crested.pl.render_plot` to render the plots. You can refer to the documentation of this function to customize the plots to your liking." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Regions of interest" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:16:09.870822+0200 INFO Plotting bar plots for region: chr18:60577255-60579369, models: ['checkpoint_15']\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# plot predictions vs ground truth for a random region in the test set\n", - "crested.pl.bar.region_predictions(\n", - " adata, \"chr18:60577255-60579369\", title=\"Predictions vs Ground Truth\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Class Distributions" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:20:00.057748+0200 INFO Plotting histograms for target: groundtruth, classes: ['Astro', 'Endo']\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "crested.pl.hist.distribution(\n", - " adata,\n", - " target=\"groundtruth\",\n", - " class_names=[\"Astro\", \"Endo\"],\n", - " log_transform=True,\n", - " share_y=True,\n", - " title=\"Ground Truth Distribution\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:20:26.880627+0200 INFO Plotting histograms for target: checkpoint_15, classes: ['Astro', 'Endo']\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "crested.pl.hist.distribution(\n", - " adata,\n", - " target=\"checkpoint_15\",\n", - " class_names=[\"Astro\", \"Endo\"],\n", - " log_transform=True,\n", - " share_y=True,\n", - " title=\"Predictions Distribution\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:26:24.294927+0200 INFO Plotting density scatter for class: Astro, models: ['checkpoint_15'], split: test\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "crested.pl.scatter.class_density(\n", - " adata,\n", - " class_name=\"Astro\",\n", - " model_names=[\"checkpoint_15\"],\n", - " split=\"test\",\n", - " log_transform=True,\n", - " width=5,\n", - " height=5,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Correlation Heatmaps" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "crested.pl.heatmap.correlations_self(\n", - " adata, title=\"Self Correlation Heatmap\", x_label_rotation=90, width=6, height=6\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2024-08-13T16:24:09.270310+0200 INFO Plotting heatmap correlations for split: test, models: ['checkpoint_15']\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "crested.pl.heatmap.correlations_predictions(\n", - " adata,\n", - " split=\"test\",\n", - " title=\"Correlations between Groundtruths and Predictions\",\n", - " x_label_rotation=90,\n", - " width=6,\n", - " height=6,\n", - ")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.3" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From 3f2161bb2f9bce948c3b48d5672337c3cbe7de3a Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 16:44:21 +0200 Subject: [PATCH 04/39] rename prediction_bar --- src/crested/pl/bar/_region.py | 28 +++++++++++++++++++--------- 1 file changed, 19 insertions(+), 9 deletions(-) diff --git a/src/crested/pl/bar/_region.py b/src/crested/pl/bar/_region.py index d9aac402..13e5f5ad 100644 --- a/src/crested/pl/bar/_region.py +++ b/src/crested/pl/bar/_region.py @@ -179,23 +179,31 @@ def _check_input_params(): return render_plot(fig, **kwargs) -def prediction_bar(prediction: np.array, classes: list, ylabel='Prediction', xlabel='Cell types', title='Prediction plot', **kwargs) -> plt.Figure: + +def prediction( + prediction: np.array, + classes: list, + ylabel="Prediction", + xlabel="Cell types", + title="Prediction plot", + **kwargs, +) -> plt.Figure: """ Bar plot for predictions comparing different classes or cell types. Parameters ---------- - prediction : np.array + prediction An array containing the prediction values for each class or cell type. It is reshaped if necessary. - classes : list + classes A list of class or cell type labels corresponding to the predictions. - ylabel : str, optional + ylabel Label for the y-axis. Default is 'prediction'. - xlabel : str, optional + xlabel Label for the x-axis. Default is 'cell types'. - title : str, optional + title Title of the plot. Default is 'Prediction plot'. - kwargs : dict, optional + kwargs Additional keyword arguments to pass to `render_plot`. Returns @@ -208,7 +216,9 @@ def prediction_bar(prediction: np.array, classes: list, ylabel='Prediction', xla prediction = prediction.flatten() if len(prediction) != len(classes): - raise ValueError("The length of prediction array must match the number of classes.") + raise ValueError( + "The length of prediction array must match the number of classes." + ) # Create the bar plot fig, ax = plt.subplots() @@ -233,4 +243,4 @@ def prediction_bar(prediction: np.array, classes: list, ylabel='Prediction', xla kwargs["height"] = default_height # Use render_plot to finalize and return the figure - return render_plot(fig, **kwargs) \ No newline at end of file + return render_plot(fig, **kwargs) From c98f3d73db54681a319645acf3f2ec28b9e5a0ad Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 16:51:18 +0200 Subject: [PATCH 05/39] formatting --- docs/tutorials/model_training_and_eval.ipynb | 151 +++++++++++-------- 1 file changed, 90 insertions(+), 61 deletions(-) diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 54567539..424a0aff 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -32,11 +32,16 @@ "source": [ "# Feel free to ignore this, necessary for my own setup\n", "import os\n", - "os.environ[\"PATH\"] = \"/data/projects/c04/cbd-saerts/nkemp/tools:\" + os.environ[\"PATH\"]\n", "import sys\n", - "sys.path.insert(0, '/home/VIB.LOCAL/niklas.kempynck/.conda/envs/crested/lib/python3.11/site-packages')\n", - "sys.path.insert(0,'/data/projects/c04/cbd-saerts/nkemp/software/CREsted/src')\n", - "sys.path.insert(0, '/data/projects/c04/cbd-saerts/nkemp/tools/')" + "\n", + "os.environ[\"PATH\"] = \"/data/projects/c04/cbd-saerts/nkemp/tools:\" + os.environ[\"PATH\"]\n", + "\n", + "sys.path.insert(\n", + " 0,\n", + " \"/home/VIB.LOCAL/niklas.kempynck/.conda/envs/crested/lib/python3.11/site-packages\",\n", + ")\n", + "sys.path.insert(0, \"/data/projects/c04/cbd-saerts/nkemp/software/CREsted/src\")\n", + "sys.path.insert(0, \"/data/projects/c04/cbd-saerts/nkemp/tools/\")" ] }, { @@ -87,9 +92,11 @@ "metadata": {}, "outputs": [], "source": [ - "bigwigs_folder='/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/bigwigs/bws/'\n", - "regions_file = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/consensus_peaks_inputs.bed\"\n", - "chromsizes_file = '/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/mm.chrom.sizes'" + "bigwigs_folder = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/bigwigs/bws/\"\n", + "regions_file = (\n", + " \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/consensus_peaks_inputs.bed\"\n", + ")\n", + "chromsizes_file = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/mm.chrom.sizes\"" ] }, { @@ -345,7 +352,9 @@ "outputs": [], "source": [ "crested.pp.change_regions_width(\n", - " adata, 2114,chromsizes_file='/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/mm.chrom.sizes'\n", + " adata,\n", + " 2114,\n", + " chromsizes_file=\"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/mm.chrom.sizes\",\n", ") # change the adata width of the regions to 2114bp" ] }, @@ -514,7 +523,9 @@ } ], "source": [ - "crested.pp.normalize_peaks(adata, top_k_percent=0.03) # The top_k_percent parameters can be tuned based on potential bias towards cell types. If some weights are overcompensating too much, consider increasing the top_k_percent. Default is 0.01" + "crested.pp.normalize_peaks(\n", + " adata, top_k_percent=0.03\n", + ") # The top_k_percent parameters can be tuned based on potential bias towards cell types. If some weights are overcompensating too much, consider increasing the top_k_percent. Default is 0.01" ] }, { @@ -659,7 +670,9 @@ ], "source": [ "# Load chrombpnet architecture for a dataset with 2114bp regions and 19 cell types\n", - "model_architecture = crested.tl.zoo.chrombpnet(seq_len=2114, num_classes=len(list(adata.obs_names)))" + "model_architecture = crested.tl.zoo.chrombpnet(\n", + " seq_len=2114, num_classes=len(list(adata.obs_names))\n", + ")" ] }, { @@ -688,9 +701,11 @@ ], "source": [ "# Load the default configuration for training a peak regression model\n", - "from crested.tl import default_configs, TaskConfig\n", + "from crested.tl import default_configs\n", "\n", - "config = default_configs(\"peak_regression\") # or \"topic_classification\" for topic classification\n", + "config = default_configs(\n", + " \"peak_regression\"\n", + ") # or \"topic_classification\" for topic classification\n", "print(config)\n", "\n", "# If you want to change some small parameters to an existing config, you can do it like this\n", @@ -721,23 +736,23 @@ "source": [ "# Create your own configuration\n", "# I recommend trying this for peak regression with a weighted cosine mse log loss function\n", - "from crested.tl import default_configs, TaskConfig\n", + "from crested.tl import default_configs\n", "\n", "import keras\n", "\n", "optimizer = keras.optimizers.Adam(learning_rate=1e-3)\n", "loss = crested.tl.losses.CosineMSELogLoss(max_weight=100)\n", "metrics = [\n", - " keras.metrics.MeanAbsoluteError(),\n", - " keras.metrics.MeanSquaredError(),\n", - " keras.metrics.CosineSimilarity(axis=1),\n", - " crested.tl.metrics.PearsonCorrelation(),\n", - " crested.tl.metrics.ConcordanceCorrelationCoefficient(),\n", - " crested.tl.metrics.PearsonCorrelationLog(),\n", - " crested.tl.metrics.ZeroPenaltyMetric(),\n", + " keras.metrics.MeanAbsoluteError(),\n", + " keras.metrics.MeanSquaredError(),\n", + " keras.metrics.CosineSimilarity(axis=1),\n", + " crested.tl.metrics.PearsonCorrelation(),\n", + " crested.tl.metrics.ConcordanceCorrelationCoefficient(),\n", + " crested.tl.metrics.PearsonCorrelationLog(),\n", + " crested.tl.metrics.ZeroPenaltyMetric(),\n", "]\n", "\n", - "alternative_config = TaskConfig(optimizer, loss, metrics)\n", + "alternative_config = crested.tl.TaskConfig(optimizer, loss, metrics)\n", "print(alternative_config)" ] }, @@ -771,7 +786,7 @@ " config=alternative_config,\n", " project_name=\"mouse_biccn\", # change to your liking\n", " run_name=\"dyn_log_loss\", # change to your liking\n", - " logger='wandb', # or 'wandb', 'tensorboard'\n", + " logger=\"wandb\", # or 'wandb', 'tensorboard'\n", ")" ] }, @@ -842,7 +857,9 @@ } ], "source": [ - "crested.pp.filter_regions_on_specificity(adata, gini_std_threshold=1.0) # All regions with a Gini index 1 std above the mean across all regions will be kept\n", + "crested.pp.filter_regions_on_specificity(\n", + " adata, gini_std_threshold=1.0\n", + ") # All regions with a Gini index 1 std above the mean across all regions will be kept\n", "adata" ] }, @@ -880,8 +897,8 @@ " adata,\n", " genome_file=genome_file,\n", " batch_size=64, # Recommended to go for a smaller batch size than in the pretrained model\n", - " max_stochastic_shift=3, \n", - " always_reverse_complement=True, \n", + " max_stochastic_shift=3,\n", + " always_reverse_complement=True,\n", ")" ] }, @@ -893,7 +910,10 @@ "source": [ "# First load the pretrained model on all peaks\n", "import keras\n", - "model_architecture=keras.models.load_model('deeppeak_benchmarking/dyn_log_loss/checkpoints/18.keras', compile=False)" + "\n", + "model_architecture = keras.models.load_model(\n", + " \"deeppeak_benchmarking/dyn_log_loss/checkpoints/18.keras\", compile=False\n", + ")" ] }, { @@ -911,23 +931,23 @@ ], "source": [ "# Use the same config you used for the pretrained model. EXCEPT THE LEARNING RATE, make sure that is lower than it was on the epoch you select the model from.\n", - "from crested.tl import default_configs, TaskConfig\n", + "from crested.tl import default_configs\n", "\n", "import keras\n", "\n", - "optimizer = keras.optimizers.Adam(learning_rate=1e-4) # Lower LR!\n", + "optimizer = keras.optimizers.Adam(learning_rate=1e-4) # Lower LR!\n", "loss = crested.tl.losses.CosineMSELogLoss(max_weight=100)\n", "metrics = [\n", - " keras.metrics.MeanAbsoluteError(),\n", - " keras.metrics.MeanSquaredError(),\n", - " keras.metrics.CosineSimilarity(axis=1),\n", - " crested.tl.metrics.PearsonCorrelation(),\n", - " crested.tl.metrics.ConcordanceCorrelationCoefficient(),\n", - " crested.tl.metrics.PearsonCorrelationLog(),\n", - " crested.tl.metrics.ZeroPenaltyMetric(),\n", + " keras.metrics.MeanAbsoluteError(),\n", + " keras.metrics.MeanSquaredError(),\n", + " keras.metrics.CosineSimilarity(axis=1),\n", + " crested.tl.metrics.PearsonCorrelation(),\n", + " crested.tl.metrics.ConcordanceCorrelationCoefficient(),\n", + " crested.tl.metrics.PearsonCorrelationLog(),\n", + " crested.tl.metrics.ZeroPenaltyMetric(),\n", "]\n", - " \n", - "alternative_config = TaskConfig(optimizer, loss, metrics)\n", + "\n", + "alternative_config = crested.tl.TaskConfig(optimizer, loss, metrics)\n", "print(alternative_config)" ] }, @@ -944,7 +964,7 @@ " config=alternative_config,\n", " project_name=\"mouse_biccn\", # change to your liking\n", " run_name=\"dyn_log_loss_FT\", # change to your liking\n", - " logger='wandb', # or 'wandb', 'tensorboard'\n", + " logger=\"wandb\", # or 'wandb', 'tensorboard'\n", ")" ] }, @@ -1006,7 +1026,7 @@ "evaluator = crested.tl.Crested(data=datamodule)\n", "\n", "evaluator.load_model(\n", - " \"deeppeak_benchmarking/dyn_log_loss_TL/checkpoints/01.keras\", # Load your model\n", + " \"deeppeak_benchmarking/dyn_log_loss_TL/checkpoints/01.keras\", # Load your model\n", " compile=True,\n", ")" ] @@ -1317,7 +1337,7 @@ ], "source": [ "# Define a dataframe with test set regions\n", - "test_df = adata.var[adata.var['split']=='test']\n", + "test_df = adata.var[adata.var[\"split\"] == \"test\"]\n", "test_df" ] }, @@ -1351,9 +1371,7 @@ "idx = 22\n", "region = test_df.index[idx]\n", "print(region)\n", - "crested.pl.bar.region_predictions(\n", - " adata, region, title=\"Predictions vs Ground Truth\"\n", - ")" + "crested.pl.bar.region_predictions(adata, region, title=\"Predictions vs Ground Truth\")" ] }, { @@ -1378,13 +1396,14 @@ ], "source": [ "from pysam import FastaFile\n", + "\n", "genome = FastaFile(genome_file)\n", "\n", - "chrom = 'chr3'#'chr18'\n", - "start = 72535878-807#61107770\n", - "end = 72536378+807#61109884\n", + "chrom = \"chr3\" #'chr18'\n", + "start = 72535878 - 807 # 61107770\n", + "end = 72536378 + 807 # 61109884\n", "\n", - "sequence = genome.fetch(chrom,start, end).upper()\n", + "sequence = genome.fetch(chrom, start, end).upper()\n", "\n", "prediction = evaluator.predict_sequence(sequence)" ] @@ -1422,7 +1441,7 @@ "metadata": {}, "outputs": [], "source": [ - "chrom = 'chr4'\n", + "chrom = \"chr4\"\n", "start = 91209533\n", "end = 91374781\n", "\n", @@ -1430,11 +1449,11 @@ " chr_name=chrom,\n", " gene_start=start,\n", " gene_end=end,\n", - " class_name='Sst',\n", - " strand='-',\n", + " class_name=\"Sst\",\n", + " strand=\"-\",\n", " upstream=50000,\n", " downstream=10000,\n", - " step_size=100\n", + " step_size=100,\n", ")" ] }, @@ -1444,7 +1463,7 @@ "metadata": {}, "outputs": [], "source": [ - "bigwig = '/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/bigwigs/bws/Sst.bw'\n", + "bigwig = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/bigwigs/bws/Sst.bw\"\n", "bw_values, midpoints = crested.tl.extract_bigwig_values_per_bp(bigwig, coordinates)" ] }, @@ -1465,7 +1484,15 @@ } ], "source": [ - "crested.pl.hist.locus_scoring(scores, coordinates, (min_loc,max_loc), gene_start=start,gene_end=end, title='CREsted prediction around Elavl2 gene locus for Sst', bigwig_values=bw_values, bigwig_midpoints=midpoints\n", + "crested.pl.hist.locus_scoring(\n", + " scores,\n", + " coordinates,\n", + " (min_loc, max_loc),\n", + " gene_start=start,\n", + " gene_end=end,\n", + " title=\"CREsted prediction around Elavl2 gene locus for Sst\",\n", + " bigwig_values=bw_values,\n", + " bigwig_midpoints=midpoints,\n", ")" ] }, @@ -1534,7 +1561,7 @@ } ], "source": [ - "classn = 'L2_3IT'\n", + "classn = \"L2_3IT\"\n", "crested.pl.scatter.class_density(\n", " adata,\n", " class_name=classn,\n", @@ -1584,7 +1611,7 @@ " x_label_rotation=90,\n", " width=6,\n", " height=6,\n", - " log_transform=True\n", + " log_transform=True,\n", ")" ] }, @@ -1656,7 +1683,7 @@ ], "source": [ "# random sequence of length 2114bp as an example\n", - "sequence = 'A'*2114\n", + "sequence = \"A\" * 2114\n", "\n", "scores, one_hot_encoded_sequences = evaluator.calculate_contribution_scores_sequence(\n", " sequence, class_names=[\"Astro\", \"Endo\"]\n", @@ -1750,7 +1777,7 @@ " class_labels=classes_of_interest,\n", " zoom_n_bases=500,\n", " title=\"FIRE Enhancer Region\",\n", - ") # zoom in on the center 500bp\n" + ") # zoom in on the center 500bp" ] }, { @@ -1970,11 +1997,13 @@ "outputs": [], "source": [ "designed_sequences = evaluator.enhancer_design_motif_implementation(\n", - " patterns = {\n", - " 'SOX10':'AACAATGGCCCCATTGT',\n", - " 'CREB5':'ATGACATCA',\n", + " patterns={\n", + " \"SOX10\": \"AACAATGGCCCCATTGT\",\n", + " \"CREB5\": \"ATGACATCA\",\n", " },\n", - " target_class=\"Oligo\", n_sequences=5, target_len=500\n", + " target_class=\"Oligo\",\n", + " n_sequences=5,\n", + " target_len=500,\n", ")" ] }, From c5f14c30c5d9c35a37c87bf50e3a7e4be98797f0 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Wed, 2 Oct 2024 17:03:21 +0200 Subject: [PATCH 06/39] reformat --- src/crested/tl/_crested.py | 172 ++++++++++++++++++------------------- 1 file changed, 83 insertions(+), 89 deletions(-) diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index b127e553..3c7dcd66 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -4,21 +4,20 @@ import os from datetime import datetime +from typing import Any import keras import numpy as np from anndata import AnnData from loguru import logger -from tqdm import tqdm -from typing import Callable, Any from pysam import FastaFile - +from tqdm import tqdm from crested._logging import log_and_raise from crested.tl import TaskConfig from crested.tl._utils import ( - _weighted_difference, EnhancerOptimizer, + _weighted_difference, generate_motif_insertions, generate_mutagenesis, hot_encoding_to_sequence, @@ -667,59 +666,60 @@ def score_gene_locus( gene_start: int, gene_end: int, class_name: str, - strand: str = '+', + strand: str = "+", upstream: int = 50000, downstream: int = 10000, window_size: int = 2114, central_size: int = 1000, step_size: int = 50, - ): + ) -> tuple[np.ndarray, np.ndarray, int, int, int]: """ Score regions upstream and downstream of a gene locus using the model's prediction. + The model predicts a value for the central 1000bp of each window. - Parameters: + Parameters ---------- - chr_name : str + chr_name The chromosome name (e.g., 'chr12'). - gene_start : int + gene_start The start position of the gene locus (TSS for + strand). - gene_end : int + gene_end The end position of the gene locus (TSS for - strand). - class_name : str + class_name Output class name for prediction. - strand : str + strand '+' for positive strand, '-' for negative strand. Default '+'. - upstream : int + upstream Distance upstream of the gene to score. Default 50 000. - downstream : int + downstream Distance downstream of the gene to score. Default 10 000. - window_size : int + window_size Size of the window to use for scoring. Default 2114. - central_size : int + central_size Size of the central region that the model predicts for. Default 1000. - step_size : int + step_size Distance between consecutive windows. Default 50. - Returns: - -------- - scores : np.array + Returns + ------- + scores An array of prediction scores across the entire genomic range. - coordinates : np.array + coordinates An array of tuples, each containing the chromosome name and the start and end positions of the sequence for each window. - min_loc : int + min_loc Start position of the entire scored region. - max_loc : int + max_loc End position of the entire scored region. - tss_position : int + tss_position The transcription start site (TSS) position. """ # Adjust upstream and downstream based on the strand - if strand == '+': + if strand == "+": start_position = gene_start - upstream end_position = gene_end + downstream tss_position = gene_start # TSS is at the gene_start for positive strand - elif strand == '-': + elif strand == "-": end_position = gene_end + upstream start_position = gene_start - downstream tss_position = gene_end # TSS is at the gene_end for negative strand @@ -734,10 +734,7 @@ def score_gene_locus( # Initialize an array to store the scores, filled with zeros scores = np.zeros(total_length) - # List to store coordinates of each window - coordinates = [] - - # Get class index + # Get class index all_class_names = list(self.anndatamodule.adata.obs_names) idx = all_class_names.index(class_name) @@ -765,25 +762,35 @@ def score_gene_locus( all_coordinates.append((chr_name, int(window_start), int(window_end))) # Stack sequences for batch processing - all_sequences = np.squeeze(np.stack(all_sequences),axis=1) + all_sequences = np.squeeze(np.stack(all_sequences), axis=1) # Perform batched predictions predictions = self.model.predict(all_sequences, verbose=0) # Map predictions to the score array - for i, (pos, prediction) in enumerate(zip(range(start_position, end_position, step_size), predictions)): + for _, (pos, prediction) in enumerate( + zip(range(start_position, end_position, step_size), predictions) + ): window_start = pos central_start = pos + (window_size - central_size) // 2 central_end = central_start + central_size - scores[central_start - start_position:central_end - start_position] += prediction[idx] - #if strand == '+': + scores[ + central_start - start_position : central_end - start_position + ] += prediction[idx] + # if strand == '+': # scores[central_start - start_position:central_end - start_position] += prediction[idx] - #else: + # else: # scores[total_length - (central_end - start_position):total_length - (central_start - start_position)] += prediction[idx] # Normalize the scores based on the number of times each position is included in the central window - return scores / ratio, np.array(all_coordinates), start_position, end_position, tss_position + return ( + scores / ratio, + np.array(all_coordinates), + start_position, + end_position, + tss_position, + ) def calculate_contribution_scores( self, @@ -1105,7 +1112,7 @@ def tfmodisco_calculate_and_save_contribution_scores_sequences( sequences=sequences, class_names=[class_name], method=method, - disable_tqdm=True + disable_tqdm=True, ) # Transform the contrib scores and one hot numpy arrays to (#regions, 4, seq_len), the expected format of modisco-lite. @@ -1124,7 +1131,6 @@ def tfmodisco_calculate_and_save_contribution_scores_sequences( f"Contribution scores and one-hot encoded sequences saved to {output_dir}" ) - def tfmodisco_calculate_and_save_contribution_scores( self, adata: AnnData, @@ -1226,7 +1232,7 @@ def enhancer_design_motif_implementation( target_len: int | None = None, preserve_inserted_motifs: bool = True, enhancer_optimizer: EnhancerOptimizer | None = None, - **kwargs: dict[str, Any] + **kwargs: dict[str, Any], ) -> tuple[list[dict], list] | list: """ Create synthetic enhancers for a specified class using motif implementation. @@ -1278,13 +1284,12 @@ def enhancer_design_motif_implementation( target = all_class_names.index(target_class) elif target is None: - raise ValueError("`target` need to be specified when `target_class` is None") - + raise ValueError( + "`target` need to be specified when `target_class` is None" + ) if enhancer_optimizer is None: - enhancer_optimizer = EnhancerOptimizer( - optimize_func = _weighted_difference - ) + enhancer_optimizer = EnhancerOptimizer(optimize_func=_weighted_difference) # get input sequence length of the model seq_len = ( @@ -1359,14 +1364,16 @@ def enhancer_design_motif_implementation( masked_locations=inserted_motif_locations, ) - mutagenesis_predictions = self.model.predict(mutagenesis, verbose=False) + mutagenesis_predictions = self.model.predict( + mutagenesis, verbose=False + ) # determine the best insertion site best_mutation = enhancer_optimizer.get_best( - mutated_predictions = mutagenesis_predictions, - original_prediction = current_prediction, - target = target, - **kwargs + mutated_predictions=mutagenesis_predictions, + original_prediction=current_prediction, + target=target, + **kwargs, ) sequence_onehot = mutagenesis[best_mutation : best_mutation + 1] @@ -1411,7 +1418,7 @@ def enhancer_design_in_silico_evolution( no_mutation_flanks: tuple | None = None, target_len: int | None = None, enhancer_optimizer: EnhancerOptimizer | None = None, - **kwargs: dict[str, Any] + **kwargs: dict[str, Any], ) -> tuple[list[dict], list] | list: """ Create synthetic enhancers for a specified class using in silico evolution (ISE). @@ -1458,12 +1465,12 @@ def enhancer_design_in_silico_evolution( target = all_class_names.index(target_class) elif target is None: - raise ValueError("`target` need to be specified when `target_class` is None") + raise ValueError( + "`target` need to be specified when `target_class` is None" + ) if enhancer_optimizer is None: - enhancer_optimizer = EnhancerOptimizer( - optimize_func = _weighted_difference - ) + enhancer_optimizer = EnhancerOptimizer(optimize_func=_weighted_difference) # get input sequence length of the model seq_len = ( @@ -1500,10 +1507,7 @@ def enhancer_design_in_silico_evolution( designed_sequences: list[str] = [] intermediate_info_list: list[dict] = [] - sequence_onehot_prev_iter = np.zeros( - (n_sequences, seq_len, 4), - dtype=np.uint8 - ) + sequence_onehot_prev_iter = np.zeros((n_sequences, seq_len, 4), dtype=np.uint8) # calculate total number of mutations per sequence _, L, A = sequence_onehot_prev_iter.shape @@ -1521,11 +1525,10 @@ def enhancer_design_in_silico_evolution( for _iter in tqdm(range(n_mutations)): baseline_prediction = self.model.predict( - sequence_onehot_prev_iter, - verbose = False + sequence_onehot_prev_iter, verbose=False ) - - if _iter == 0 : + + if _iter == 0: for i in range(n_sequences): # initialize info intermediate_info_list.append( @@ -1534,9 +1537,7 @@ def enhancer_design_in_silico_evolution( sequence_onehot_prev_iter[i] ), "changes": [(-1, "N")], - "predictions": [ - baseline_prediction[i] - ], + "predictions": [baseline_prediction[i]], "designed_sequence": "", } ) @@ -1544,36 +1545,35 @@ def enhancer_design_in_silico_evolution( # do all possible mutations for i in range(n_sequences): mutagenesis[i] = generate_mutagenesis( - sequence_onehot_prev_iter[i: i+1], - include_original=False, flanks=no_mutation_flanks + sequence_onehot_prev_iter[i : i + 1], + include_original=False, + flanks=no_mutation_flanks, ) mutagenesis_predictions = self.model.predict( mutagenesis.reshape( (n_sequences * TOTAL_NUMBER_OF_MUTATIONS_PER_SEQ, seq_len, 4) ), - verbose=False + verbose=False, ) mutagenesis_predictions = mutagenesis_predictions.reshape( ( n_sequences, TOTAL_NUMBER_OF_MUTATIONS_PER_SEQ, - mutagenesis_predictions.shape[1] + mutagenesis_predictions.shape[1], ) ) for i in range(n_sequences): best_mutation = enhancer_optimizer.get_best( - mutated_predictions = mutagenesis_predictions[i], - original_prediction = baseline_prediction[i], - target = target, - **kwargs + mutated_predictions=mutagenesis_predictions[i], + original_prediction=baseline_prediction[i], + target=target, + **kwargs, ) sequence_onehot_prev_iter[i] = mutagenesis[ - i, - best_mutation : best_mutation + 1, - : + i, best_mutation : best_mutation + 1, : ] if return_intermediate: mutation_index = best_mutation // 3 + no_mutation_flanks[0] @@ -1590,24 +1590,18 @@ def enhancer_design_in_silico_evolution( # get final sequence for i in range(n_sequences): best_mutation = enhancer_optimizer.get_best( - mutated_predictions = mutagenesis_predictions[i], - original_prediction = baseline_prediction[i], - target = target, - **kwargs + mutated_predictions=mutagenesis_predictions[i], + original_prediction=baseline_prediction[i], + target=target, + **kwargs, ) designed_sequence = hot_encoding_to_sequence( - mutagenesis[ - i, - best_mutation : best_mutation + 1, - : - ] - ) - - designed_sequences.append( - designed_sequence + mutagenesis[i, best_mutation : best_mutation + 1, :] ) + designed_sequences.append(designed_sequence) + if return_intermediate: intermediate_info_list[i]["designed_sequence"] = designed_sequence From c80f0307c12605be6a7df30d8d0b0b689484ec9a Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 09:18:28 +0200 Subject: [PATCH 07/39] reformat --- docs/tutorials/enhancer_code_analysis.ipynb | 165 ++++++++++++-------- src/crested/tl/_tfmodisco.py | 129 ++++++++------- src/crested/tl/_utils.py | 79 +++++----- 3 files changed, 222 insertions(+), 151 deletions(-) diff --git a/docs/tutorials/enhancer_code_analysis.ipynb b/docs/tutorials/enhancer_code_analysis.ipynb index c343d636..98bbfb8d 100644 --- a/docs/tutorials/enhancer_code_analysis.ipynb +++ b/docs/tutorials/enhancer_code_analysis.ipynb @@ -31,17 +31,6 @@ "### Load data and CREsted model" ] }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Optional \n", - "#import os\n", - "#os.environ['PATH'] += ':/home/VIB.LOCAL/niklas.kempynck/.conda/envs/crested/bin/'" - ] - }, { "cell_type": "code", "execution_count": 2, @@ -64,7 +53,7 @@ "\n", "adata = anndata.read_h5ad(\"mouse_biccn_data_filtered.h5ad\")\n", "\n", - "genome_file=\"/home/VIB.LOCAL/niklas.kempynck/nkemp/software/dev_DeepPeak/DeepPeak/data/raw_mm/genome.fa\"\n", + "genome_file = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/software/dev_DeepPeak/DeepPeak/data/raw_mm/genome.fa\"\n", "datamodule = crested.tl.data.AnnDataModule(\n", " adata,\n", " genome_file=genome_file,\n", @@ -157,8 +146,10 @@ "metadata": {}, "outputs": [], "source": [ - "adata_combined = adata.copy() # Copy the peak heights\n", - "adata_combined.X = (adata_combined.X+adata_combined.layers['biccn_model'])/2 # Take the average with the predictions" + "adata_combined = adata.copy() # Copy the peak heights\n", + "adata_combined.X = (\n", + " adata_combined.X + adata_combined.layers[\"biccn_model\"]\n", + ") / 2 # Take the average with the predictions" ] }, { @@ -199,8 +190,10 @@ "source": [ "# most informative regions per class\n", "adata_filtered = adata_combined.copy()\n", - "top_k=1000\n", - "crested.pp.sort_and_filter_regions_on_specificity(adata_filtered, top_k=top_k, method='proportion')\n", + "top_k = 1000\n", + "crested.pp.sort_and_filter_regions_on_specificity(\n", + " adata_filtered, top_k=top_k, method=\"proportion\"\n", + ")\n", "adata_filtered" ] }, @@ -235,7 +228,9 @@ ], "source": [ "# calculate contribution scores for all regions and save them to output_dir\n", - "evaluator.tfmodisco_calculate_and_save_contribution_scores(adata=adata_filtered,output_dir=\"modisco_results4\")" + "evaluator.tfmodisco_calculate_and_save_contribution_scores(\n", + " adata=adata_filtered, output_dir=\"modisco_results4\"\n", + ")" ] }, { @@ -265,21 +260,14 @@ "# run tfmodisco on the contribution scores\n", "crested.tl.tfmodisco(\n", " window=1000,\n", - " output_dir = 'modisco_results4',\n", - " contrib_dir='modisco_results4',\n", - " report=True, # Optional, will match patterns to motif MEME database\n", - " meme_db='/home/VIB.LOCAL/niklas.kempynck/nkemp/tools/motifs.meme', # File to MEME database\n", - " max_seqlets=20000\n", + " output_dir=\"modisco_results4\",\n", + " contrib_dir=\"modisco_results4\",\n", + " report=True, # Optional, will match patterns to motif MEME database\n", + " meme_db=\"/home/VIB.LOCAL/niklas.kempynck/nkemp/tools/motifs.meme\", # File to MEME database\n", + " max_seqlets=20000,\n", ")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -327,7 +315,14 @@ ], "source": [ "%matplotlib inline\n", - "crested.pl.patterns.modisco_results(classes=['Astro','L5ET','Vip','Oligo'], contribution='positive', contribution_dir='modisco_results4', num_seq=top_k, y_max=0.15, viz='pwm') # You can also visualize in 'pwm' format" + "crested.pl.patterns.modisco_results(\n", + " classes=[\"Astro\", \"L5ET\", \"Vip\", \"Oligo\"],\n", + " contribution=\"positive\",\n", + " contribution_dir=\"modisco_results4\",\n", + " num_seq=top_k,\n", + " y_max=0.15,\n", + " viz=\"pwm\",\n", + ") # You can also visualize in 'pwm' format" ] }, { @@ -353,7 +348,9 @@ "outputs": [], "source": [ "# First we obtain the resulting modisco files per class\n", - "matched_files = crested.tl.match_h5_files_to_classes(contribution_dir='modisco_results4', classes=list(adata.obs_names))" + "matched_files = crested.tl.match_h5_files_to_classes(\n", + " contribution_dir=\"modisco_results4\", classes=list(adata.obs_names)\n", + ")" ] }, { @@ -684,12 +681,14 @@ "# Then we cluster matching patterns, and define a pattern matrix [#classes, #patterns] describing their importance\n", "all_patterns = crested.tl.process_patterns(\n", " matched_files,\n", - " sim_threshold=3.5, # The similarity threshold used for matching patterns. We take the -log10(pval), pval obtained through TOMTOM matching from tangermeme\n", - " trim_ic_threshold=0.1, # Information content (IC) threshold on which to trim patterns\n", - " discard_ic_threshold=0.2, # IC threshold used for discarding single instance patterns\n", - " verbose=True # Useful for doing sanity checks on matching patterns\n", - ") \n", - "pattern_matrix = crested.tl.create_pattern_matrix(classes=list(adata.obs_names), all_patterns=all_patterns, normalize=True)\n", + " sim_threshold=3.5, # The similarity threshold used for matching patterns. We take the -log10(pval), pval obtained through TOMTOM matching from tangermeme\n", + " trim_ic_threshold=0.1, # Information content (IC) threshold on which to trim patterns\n", + " discard_ic_threshold=0.2, # IC threshold used for discarding single instance patterns\n", + " verbose=True, # Useful for doing sanity checks on matching patterns\n", + ")\n", + "pattern_matrix = crested.tl.create_pattern_matrix(\n", + " classes=list(adata.obs_names), all_patterns=all_patterns, normalize=True\n", + ")\n", "pattern_matrix.shape" ] }, @@ -718,7 +717,9 @@ ], "source": [ "pat_seqs = crested.tl.generate_nucleotide_sequences(all_patterns)\n", - "crested.pl.patterns.create_clustermap(pattern_matrix, list(adata.obs_names), figsize=(25,8), pat_seqs=pat_seqs, grid=True)" + "crested.pl.patterns.create_clustermap(\n", + " pattern_matrix, list(adata.obs_names), figsize=(25, 8), pat_seqs=pat_seqs, grid=True\n", + ")" ] }, { @@ -747,7 +748,15 @@ "source": [ "%matplotlib inline\n", "pat_seqs = crested.tl.generate_nucleotide_sequences(all_patterns)\n", - "crested.pl.patterns.create_clustermap(pattern_matrix, classes=list(adata.obs_names), subset=['Astro','OPC', 'Oligo'], figsize=(10,3), pat_seqs=pat_seqs, grid=True, dy=0.0025)" + "crested.pl.patterns.create_clustermap(\n", + " pattern_matrix,\n", + " classes=list(adata.obs_names),\n", + " subset=[\"Astro\", \"OPC\", \"Oligo\"],\n", + " figsize=(10, 3),\n", + " pat_seqs=pat_seqs,\n", + " grid=True,\n", + " dy=0.0025,\n", + ")" ] }, { @@ -783,8 +792,10 @@ "source": [ "from crested.pl.patterns import plot_patterns, plot_pattern_instances\n", "\n", - "pattern_indices = [0,1,2,3]\n", - "plot_patterns(all_patterns, pattern_indices) # The pattern that is show is the most representative pattern of the cluster with the highest average IC" + "pattern_indices = [0, 1, 2, 3]\n", + "plot_patterns(\n", + " all_patterns, pattern_indices\n", + ") # The pattern that is show is the most representative pattern of the cluster with the highest average IC" ] }, { @@ -819,10 +830,11 @@ ], "source": [ "from crested.tl import pattern_similarity\n", - "idx1=1\n", - "idx2=49\n", - "sim = pattern_similarity(all_patterns,idx1,idx2)\n", - "print('Pattern similarity is ' + str(sim))\n", + "\n", + "idx1 = 1\n", + "idx2 = 49\n", + "sim = pattern_similarity(all_patterns, idx1, idx2)\n", + "print(\"Pattern similarity is \" + str(sim))\n", "plot_patterns(all_patterns, [idx1, idx2])" ] }, @@ -850,7 +862,7 @@ } ], "source": [ - "plot_pattern_instances(all_patterns,33)" + "plot_pattern_instances(all_patterns, 33)" ] }, { @@ -867,10 +879,11 @@ "outputs": [], "source": [ "from crested.tl._tfmodisco import find_pattern\n", - "idx = find_pattern('L6CT_pos_patterns_4', all_patterns)\n", + "\n", + "idx = find_pattern(\"L6CT_pos_patterns_4\", all_patterns)\n", "if idx is not None:\n", - " print('Pattern index is '+str(idx))\n", - " plot_pattern_instances(all_patterns,idx, class_representative=True)" + " print(\"Pattern index is \" + str(idx))\n", + " plot_pattern_instances(all_patterns, idx, class_representative=True)" ] }, { @@ -899,8 +912,9 @@ "source": [ "from crested.tl import calculate_similarity_matrix\n", "from crested.pl.patterns import plot_similarity_heatmap\n", + "\n", "sim_matrix, indices = calculate_similarity_matrix(all_patterns)\n", - "plot_similarity_heatmap(sim_matrix, indices, fig_size=(42,17))" + "plot_similarity_heatmap(sim_matrix, indices, fig_size=(42, 17))" ] }, { @@ -942,9 +956,11 @@ } ], "source": [ - "file_path='/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/Mouse_rna.h5ad' #Locate h5 file containing scRNAseq data\n", - "cell_type_column= 'subclass_Bakken_2022'\n", - "mean_expression_df = crested.tl.calculate_mean_expression_per_cell_type(file_path, cell_type_column)" + "file_path = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/Mouse_rna.h5ad\" # Locate h5 file containing scRNAseq data\n", + "cell_type_column = \"subclass_Bakken_2022\"\n", + "mean_expression_df = crested.tl.calculate_mean_expression_per_cell_type(\n", + " file_path, cell_type_column\n", + ")" ] }, { @@ -1605,11 +1621,14 @@ ], "source": [ "import numpy as np\n", - "classes=np.array(adata.obs_names)\n", - "contribution_dir='modisco_results4'\n", + "\n", + "classes = np.array(adata.obs_names)\n", + "contribution_dir = \"modisco_results4\"\n", "html_paths = crested.tl.generate_html_paths(all_patterns, classes, contribution_dir)\n", "\n", - "pattern_match_dict = crested.tl.find_pattern_matches(all_patterns, html_paths, q_val_thr=0.1) #q_val threshold to only select significant matches\n", + "pattern_match_dict = crested.tl.find_pattern_matches(\n", + " all_patterns, html_paths, q_val_thr=0.1\n", + ") # q_val threshold to only select significant matches\n", "print(pattern_match_dict)" ] }, @@ -1968,7 +1987,9 @@ } ], "source": [ - "motif_to_tf_df = crested.tl.read_motif_to_tf_file('/data/projects/c04/cbd-saerts/nkemp/tools/Motif_collection.tsv')\n", + "motif_to_tf_df = crested.tl.read_motif_to_tf_file(\n", + " \"/data/projects/c04/cbd-saerts/nkemp/tools/Motif_collection.tsv\"\n", + ")\n", "motif_to_tf_df" ] }, @@ -2002,9 +2023,24 @@ } ], "source": [ - "cols = ['Mouse_Direct_annot', 'Mouse_Orthology_annot', 'Cluster_Mouse_Direct_annot', 'Cluster_Mouse_Orthology_annot']\n", - "pattern_tf_dict, all_tfs = crested.tl.create_pattern_tf_dict(pattern_match_dict, motif_to_tf_df, all_patterns, cols)\n", - "tf_ct_matrix, tf_pattern_annots = crested.tl.create_tf_ct_matrix(pattern_tf_dict, all_patterns, mean_expression_df, classes, log_transform=True, normalize=True, min_tf_gex=0.3)" + "cols = [\n", + " \"Mouse_Direct_annot\",\n", + " \"Mouse_Orthology_annot\",\n", + " \"Cluster_Mouse_Direct_annot\",\n", + " \"Cluster_Mouse_Orthology_annot\",\n", + "]\n", + "pattern_tf_dict, all_tfs = crested.tl.create_pattern_tf_dict(\n", + " pattern_match_dict, motif_to_tf_df, all_patterns, cols\n", + ")\n", + "tf_ct_matrix, tf_pattern_annots = crested.tl.create_tf_ct_matrix(\n", + " pattern_tf_dict,\n", + " all_patterns,\n", + " mean_expression_df,\n", + " classes,\n", + " log_transform=True,\n", + " normalize=True,\n", + " min_tf_gex=0.3,\n", + ")" ] }, { @@ -2031,7 +2067,14 @@ } ], "source": [ - "crested.pl.patterns.plot_clustermap_tf_motif(tf_ct_matrix, cluster_on_dim='gex', class_labels=classes, pattern_labels=tf_pattern_annots, color_idx='gex', size_idx='contrib')" + "crested.pl.patterns.plot_clustermap_tf_motif(\n", + " tf_ct_matrix,\n", + " cluster_on_dim=\"gex\",\n", + " class_labels=classes,\n", + " pattern_labels=tf_pattern_annots,\n", + " color_idx=\"gex\",\n", + " size_idx=\"contrib\",\n", + ")" ] }, { diff --git a/src/crested/tl/_tfmodisco.py b/src/crested/tl/_tfmodisco.py index dd90a7e5..d8876147 100644 --- a/src/crested/tl/_tfmodisco.py +++ b/src/crested/tl/_tfmodisco.py @@ -3,15 +3,22 @@ import os import re +import anndata import h5py import modiscolite as modisco import numpy as np import pandas as pd from loguru import logger -import anndata from crested._logging import log_and_raise -from ._modisco_utils import match_score_patterns, read_html_to_dataframe, _get_ic, _trim_pattern_by_ic, _pattern_to_ppm, compute_ic + +from ._modisco_utils import ( + _pattern_to_ppm, + _trim_pattern_by_ic, + compute_ic, + match_score_patterns, + read_html_to_dataframe, +) def _calculate_window_offsets(center: int, window_size: int) -> tuple: @@ -194,20 +201,21 @@ def add_pattern_to_dict( ------- Updated dictionary with the new pattern. """ - ppm = _pattern_to_ppm(p) ic, ic_pos, ic_mat = compute_ic(ppm) - p['ppm']=ppm + p["ppm"] = ppm p["ic"] = np.mean(ic_pos) all_patterns[str(idx)] = {} all_patterns[str(idx)]["pattern"] = p all_patterns[str(idx)]["pos_pattern"] = pos_pattern - - all_patterns[str(idx)]['ppm']=ppm - all_patterns[str(idx)]["ic"] = np.mean(ic_pos)#np.mean(_get_ic(p["contrib_scores"], pos_pattern)) + + all_patterns[str(idx)]["ppm"] = ppm + all_patterns[str(idx)]["ic"] = np.mean( + ic_pos + ) # np.mean(_get_ic(p["contrib_scores"], pos_pattern)) all_patterns[str(idx)]["instances"] = {} - all_patterns[str(idx)]["instances"][p['id']] = p + all_patterns[str(idx)]["instances"][p["id"]] = p all_patterns[str(idx)]["classes"] = {} all_patterns[str(idx)]["classes"][cell_type] = p return all_patterns @@ -264,10 +272,10 @@ def match_to_patterns( ppm = _pattern_to_ppm(p) ic, ic_pos, ic_mat = compute_ic(ppm) p_ic = np.mean(ic_pos) - p['ic'] = p_ic - p['ppm'] = ppm + p["ic"] = p_ic + p["ppm"] = ppm - p['class']=cell_type + p["class"] = cell_type for pat_idx, pattern in enumerate(all_patterns.keys()): sim = match_score_patterns(p, all_patterns[pattern]["pattern"]) @@ -288,8 +296,10 @@ def match_to_patterns( all_patterns[str(match_idx)]["instances"][pattern_id] = p - if(cell_type in all_patterns[str(match_idx)]["classes"].keys()): - ic_class_representative = all_patterns[str(match_idx)]["classes"][cell_type]['ic'] + if cell_type in all_patterns[str(match_idx)]["classes"].keys(): + ic_class_representative = all_patterns[str(match_idx)]["classes"][cell_type][ + "ic" + ] if p_ic > ic_class_representative: all_patterns[str(match_idx)]["classes"][cell_type] = p else: @@ -332,13 +342,13 @@ def post_hoc_merging( pattern_list = list(all_patterns.items()) def should_merge(p1, p2): - """ Helper to check if two patterns should merge based on the similarity threshold. """ + """Helper to check if two patterns should merge based on the similarity threshold.""" sim = max( match_score_patterns(p1["pattern"], p2["pattern"]), - match_score_patterns(p2["pattern"], p1["pattern"]) + match_score_patterns(p2["pattern"], p1["pattern"]), ) return sim > sim_threshold, sim - + iterations = 0 # Track number of iterations for debugging while True: merged_patterns = {} @@ -408,15 +418,17 @@ def should_merge(p1, p2): print(f"Total iterations: {iterations}") # Debugging step to check for any remaining patterns exceeding the similarity threshold - for i, (idx1, pattern1) in enumerate(final_patterns.items()): - for j, (idx2, pattern2) in enumerate(final_patterns.items()): + for i, (idx1, _) in enumerate(final_patterns.items()): + for j, (idx2, _) in enumerate(final_patterns.items()): if i >= j: continue sim = pattern_similarity(final_patterns, idx1, idx2) if sim > sim_threshold: - print(f"Warning: Patterns {idx1} and {idx2} exceed similarity threshold with similarity {sim}") + print( + f"Warning: Patterns {idx1} and {idx2} exceed similarity threshold with similarity {sim}" + ) return final_patterns @@ -439,20 +451,23 @@ def merge_patterns(pattern1: dict, pattern2: dict) -> dict: merged_classes = {} for cell_type in pattern1["classes"].keys(): if cell_type in pattern2["classes"].keys(): - ic_a = pattern1["classes"][cell_type]['ic'] - ic_b = pattern2["classes"][cell_type]['ic'] - merged_classes[cell_type] = pattern1["classes"][cell_type] if ic_a > ic_b else pattern2["classes"][cell_type] + ic_a = pattern1["classes"][cell_type]["ic"] + ic_b = pattern2["classes"][cell_type]["ic"] + merged_classes[cell_type] = ( + pattern1["classes"][cell_type] + if ic_a > ic_b + else pattern2["classes"][cell_type] + ) else: - merged_classes[cell_type] = pattern1["classes"][cell_type] + merged_classes[cell_type] = pattern1["classes"][cell_type] for cell_type in pattern2["classes"].keys(): if cell_type not in merged_classes.keys(): - merged_classes[cell_type] = pattern2["classes"][cell_type] + merged_classes[cell_type] = pattern2["classes"][cell_type] merged_classes = {**pattern1["classes"], **pattern2["classes"]} merged_instances = {**pattern1["instances"], **pattern2["instances"]} - if pattern2["ic"] > pattern1["ic"]: representative_pattern = pattern2["pattern"] highest_ic = pattern2["ic"] @@ -464,13 +479,11 @@ def merge_patterns(pattern1: dict, pattern2: dict) -> dict: "pattern": representative_pattern, "ic": highest_ic, "classes": merged_classes, - "instances": merged_instances + "instances": merged_instances, } -def pattern_similarity( - all_patterns: dict, idx1: int, idx2: int -) -> float: +def pattern_similarity(all_patterns: dict, idx1: int, idx2: int) -> float: """ Computes the similarity between two patterns. @@ -631,7 +644,7 @@ def process_patterns( for metacluster_name in list(hdf5_results.keys()): pattern_idx = 0 for i in range(len(list(hdf5_results[metacluster_name]))): - p = 'pattern_'+str(i) + p = "pattern_" + str(i) pattern_ids.append( f"{cell_type.replace(' ', '_')}_{metacluster_name}_{pattern_idx}" ) @@ -640,7 +653,7 @@ def process_patterns( _trim_pattern_by_ic( hdf5_results[metacluster_name][p], is_pos, - trim_ic_threshold + trim_ic_threshold, ) ) is_pattern_pos.append(is_pos) @@ -881,7 +894,7 @@ def find_pattern_matches( + "_" + pattern_id_parts[-2] + "." - + 'pattern' + + "pattern" + "_" + pattern_id_parts[-1] ) @@ -1001,7 +1014,7 @@ def create_tf_ct_matrix( classes: list[str], log_transform: bool = True, normalize: bool = True, - min_tf_gex: float = 0 + min_tf_gex: float = 0, ) -> tuple[np.ndarray, list[str]]: """ Creates a tensor (matrix) of transcription factor (TF) expression and cell type contributions. @@ -1028,7 +1041,7 @@ def create_tf_ct_matrix( A tuple containing the TF-cell type matrix and the list of TF pattern annotations. """ total_tf_patterns = sum(len(pattern_tf_dict[p]["tfs"]) for p in pattern_tf_dict) - tf_ct_matrix = np.zeros((len(classes), total_tf_patterns,2)) + tf_ct_matrix = np.zeros((len(classes), total_tf_patterns, 2)) tf_pattern_annots = [] counter = 0 @@ -1036,9 +1049,7 @@ def create_tf_ct_matrix( ct_contribs = np.zeros(len(classes)) for ct in all_patterns[p_idx]["classes"]: idx = np.argwhere(np.array(classes) == ct)[0][0] - contribs = np.mean( - all_patterns[p_idx]["classes"][ct]["contrib_scores"] - ) + contribs = np.mean(all_patterns[p_idx]["classes"][ct]["contrib_scores"]) ct_contribs[idx] = contribs for tf in pattern_tf_dict[p_idx]["tfs"]: @@ -1061,27 +1072,31 @@ def create_tf_ct_matrix( # Logic to remove columns where tf_gex is zero for all non-zero ct_contribs initial_columns = tf_ct_matrix.shape[1] columns_to_keep = [] - + for col in range(initial_columns): tf_gex_col = tf_ct_matrix[:, col, 0] ct_contribs_col = tf_ct_matrix[:, col, 1] - + # Identify non-zero ct_contribs non_zero_contribs = ct_contribs_col != 0 - + # Check if all non-zero ct_contribs have zero tf_gex values - if np.any(non_zero_contribs) and np.any(tf_gex_col[non_zero_contribs] > min_tf_gex): + if np.any(non_zero_contribs) and np.any( + tf_gex_col[non_zero_contribs] > min_tf_gex + ): columns_to_keep.append(col) # Convert columns_to_keep to a boolean mask columns_to_keep = np.array(columns_to_keep) - + # Filter the matrix and annotations based on the columns_to_keep final_columns = len(columns_to_keep) removed_columns = initial_columns - final_columns tf_ct_matrix = tf_ct_matrix[:, columns_to_keep, :] - tf_pattern_annots = [annot for i, annot in enumerate(tf_pattern_annots) if i in columns_to_keep] + tf_pattern_annots = [ + annot for i, annot in enumerate(tf_pattern_annots) if i in columns_to_keep + ] # Print stats about the number of columns removed print(f"Total columns before filtering: {initial_columns}") @@ -1090,20 +1105,23 @@ def create_tf_ct_matrix( return tf_ct_matrix, tf_pattern_annots + def calculate_mean_expression_per_cell_type( - file_path: str, - cell_type_column: str - ) -> pd.DataFrame: + file_path: str, cell_type_column: str +) -> pd.DataFrame: """ - Reads an AnnData object from an H5AD file and calculates the mean gene expression - per cell type subclass. + Reads an AnnData object from an H5AD file and calculates the mean gene expression per cell type subclass. - Parameters: - - file_path (str): The path to the H5AD file containing the single-cell RNA-seq data. - - cell_type_column (str): The column name in the cell metadata that defines the cell type subclass. + Parameters + ---------- + file_path + The path to the H5AD file containing the single-cell RNA-seq data. + cell_type_column + The column name in the cell metadata that defines the cell type subclass. - Returns: - - pd.DataFrame: A DataFrame containing the mean gene expression per cell type subclass. + Returns + ------- + A DataFrame containing the mean gene expression per cell type subclass. """ # Read the AnnData object from the specified H5AD file adata: anndata.AnnData = anndata.read_h5ad(file_path) @@ -1119,7 +1137,8 @@ def calculate_mean_expression_per_cell_type( raise ValueError(f"Column '{cell_type_column}' not found in cell metadata") # Calculate the mean gene expression per cell type subclass - mean_expression_per_cell_type: pd.DataFrame = gene_expression_df.groupby(cell_metadata[cell_type_column]).mean() + mean_expression_per_cell_type: pd.DataFrame = gene_expression_df.groupby( + cell_metadata[cell_type_column] + ).mean() return mean_expression_per_cell_type - diff --git a/src/crested/tl/_utils.py b/src/crested/tl/_utils.py index 52f61485..79181fc0 100644 --- a/src/crested/tl/_utils.py +++ b/src/crested/tl/_utils.py @@ -3,6 +3,7 @@ from typing import Any, Callable import numpy as np +import pandas as pd import pyBigWig @@ -19,7 +20,9 @@ def str_to_uint8(string) -> np.ndarray: return np.frombuffer(string.encode("ascii"), dtype=np.uint8) # 256 x 4 - hot_encoding_table = np.zeros((np.iinfo(np.uint8).max + 1, len(alphabet)), dtype=dtype) + hot_encoding_table = np.zeros( + (np.iinfo(np.uint8).max + 1, len(alphabet)), dtype=dtype + ) # For each ASCII value of the nucleotides used in the alphabet # (upper and lower case), set 1 in the correct column. @@ -95,11 +98,9 @@ def generate_motif_insertions(x, motif, flanks=(0, 0), masked_locations=None): return np.concatenate(x_mut, axis=0), insertion_locations + class EnhancerOptimizer: - def __init__( - self, - optimize_func: Callable[..., np.intp] - ) -> None: + def __init__(self, optimize_func: Callable[..., np.intp]) -> None: self.optimize_func = optimize_func def get_best( @@ -107,20 +108,18 @@ def get_best( mutated_predictions: np.ndarray, original_prediction: np.ndarray, target: int | np.ndarray, - **kwargs: dict[str, Any] + **kwargs: dict[str, Any], ) -> np.intp: return self.optimize_func( - mutated_predictions, - original_prediction, - target, - **kwargs + mutated_predictions, original_prediction, target, **kwargs ) + def _weighted_difference( mutated_predictions: np.ndarray, original_prediction: np.ndarray, target: int, - class_penalty_weights: np.ndarray | None = None + class_penalty_weights: np.ndarray | None = None, ): if len(original_prediction.shape) == 1: original_prediction = original_prediction[None] @@ -144,7 +143,9 @@ def _weighted_difference( def build_one_hot_decoding_table() -> np.ndarray: """Get hot decoding table to decode a one hot encoded sequence to a DNA sequence string.""" - one_hot_decoding_table = np.full(np.iinfo(np.uint8).max + 1, ord("N"), dtype=np.uint8) + one_hot_decoding_table = np.full( + np.iinfo(np.uint8).max + 1, ord("N"), dtype=np.uint8 + ) one_hot_decoding_table[1] = ord("A") one_hot_decoding_table[2] = ord("C") one_hot_decoding_table[4] = ord("G") @@ -189,24 +190,30 @@ def hot_encoding_to_sequence(one_hot_encoded_sequence: np.ndarray) -> str: ) return sequence - + + def get_value_from_dataframe(df: pd.DataFrame, row_name: str, column_name: str): """ Retrieves a single value from a DataFrame based on the given row index and column name. - - Parameters: - - df: pd.DataFrame - The DataFrame to retrieve the value from. - - row_name: str - The name of the row. - - column_name: str - The name of the column. - - Returns: - - The value at the specified row index and column name, or an error message if the column is not found. + + Parameters + ---------- + df + The DataFrame to retrieve the value from. + row_name + The name of the row. + column_name + The name of the column. + + Returns + ------- + The value at the specified row index and column name, or an error message if the column is not found. """ try: # Check if the column exists in the DataFrame if column_name not in df.columns: raise KeyError(f"Column '{column_name}' not found in DataFrame.") - + # Retrieve the value value = df.loc[row_name, column_name] return value @@ -215,25 +222,27 @@ def get_value_from_dataframe(df: pd.DataFrame, row_name: str, column_name: str): return str(e) except IndexError: # Handle the case where the row index is out of bounds - return f"Row index '{row_index}' is out of bounds for DataFrame with {len(df)} rows." - except Exception as e: - # Handle any other unexpected exceptions - return f"An error occurred: {str(e)}" + return f"Row index is out of bounds for DataFrame with {len(df)} rows." def extract_bigwig_values_per_bp(bigwig_file, coordinates): """ Extract per-base pair values from a bigWig file for the given genomic coordinates. - Parameters: - bigwig_file (str): Path to the bigWig file. - coordinates (np.array): An array of tuples, each containing the chromosome name and the start and end positions of the sequence. - - Returns: - bw_values (np.array): A numpy array of values from the bigWig file for each base pair in the specified range. - all_midpoints (list): A list of all base pair positions covered in the specified coordinates. + Parameters + ---------- + bigwig_file + Path to the bigWig file. + coordinates + An array of tuples, each containing the chromosome name and the start and end positions of the sequence. + + Returns + ------- + bw_values + A numpy array of values from the bigWig file for each base pair in the specified range. + all_midpoints + A list of all base pair positions covered in the specified coordinates. """ - # Calculate the full range of coordinates min_coord = min([int(start) for _, start, _ in coordinates]) max_coord = max([int(end) for _, _, end in coordinates]) @@ -258,4 +267,4 @@ def extract_bigwig_values_per_bp(bigwig_file, coordinates): bw.close() - return bw_values, all_midpoints \ No newline at end of file + return bw_values, all_midpoints From d6500ae8d0271e988d3a74513e681b058acee7f4 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 09:20:20 +0200 Subject: [PATCH 08/39] docs building and ruff formatting check actions --- .github/workflows/docs.yaml | 40 +++++++++++++++++++++++++++++++++++++ .github/workflows/ruff.yaml | 16 +++++++++++++++ 2 files changed, 56 insertions(+) create mode 100644 .github/workflows/docs.yaml create mode 100644 .github/workflows/ruff.yaml diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml new file mode 100644 index 00000000..82cd0482 --- /dev/null +++ b/.github/workflows/docs.yaml @@ -0,0 +1,40 @@ +name: Docs + +on: + push: + branches: [main] + pull_request: + branches: [main] + schedule: + - cron: "0 5 1,15 * *" + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +jobs: + docs: + runs-on: ubuntu-latest + defaults: + run: + shell: bash -e {0} # -e to fail on error + + name: Build Documentation + + steps: + - uses: actions/checkout@v3 + + - name: Setup Python + uses: actions/setup-python@v2 + with: + python-version: "3.9" + + - name: Install Dependencies + run: | + python -m pip install --upgrade pip + pip install ".[doc]" + + - name: Build Documentation + uses: ammaraskar/sphinx-action@0.4 + with: + docs-folder: "docs/" diff --git a/.github/workflows/ruff.yaml b/.github/workflows/ruff.yaml new file mode 100644 index 00000000..e7ec16d9 --- /dev/null +++ b/.github/workflows/ruff.yaml @@ -0,0 +1,16 @@ +name: Ruff + +on: + push: + branches: [main] + pull_request: + branches: [main] + schedule: + - cron: "0 5 1,15 * *" + +jobs: + ruff: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: chartboost/ruff-action@v1 From 0c674ef5df5224d7a3a499c1cbfa64a5cbe4662d Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 09:51:25 +0200 Subject: [PATCH 09/39] ruff dependency --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 2c9700d3..917d618a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -61,6 +61,7 @@ doc = [ "sphinx-copybutton", "pandas", "tensorflow", + "ruff", ] test = [ "pytest", From 32991faed5024f27ee675152f43da7e1f649010f Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 10:11:10 +0200 Subject: [PATCH 10/39] ruff formatting --- src/crested/pl/bar/__init__.py | 2 +- src/crested/pl/hist/_locus_scoring.py | 81 ++++--- src/crested/pl/patterns/__init__.py | 14 +- src/crested/pl/patterns/_modisco_results.py | 243 +++++++++++--------- src/crested/pp/_utils.py | 15 +- src/crested/tl/__init__.py | 12 +- src/crested/tl/_configs.py | 2 +- src/crested/tl/zoo/utils/__init__.py | 2 +- 8 files changed, 221 insertions(+), 150 deletions(-) diff --git a/src/crested/pl/bar/__init__.py b/src/crested/pl/bar/__init__.py index 30e1974e..21dfa5c3 100644 --- a/src/crested/pl/bar/__init__.py +++ b/src/crested/pl/bar/__init__.py @@ -1,2 +1,2 @@ from ._normalization_weights import normalization_weights -from ._region import region, region_predictions, prediction_bar +from ._region import prediction_bar, region, region_predictions diff --git a/src/crested/pl/hist/_locus_scoring.py b/src/crested/pl/hist/_locus_scoring.py index 7551e0c8..7516f1e9 100644 --- a/src/crested/pl/hist/_locus_scoring.py +++ b/src/crested/pl/hist/_locus_scoring.py @@ -4,40 +4,61 @@ import matplotlib.pyplot as plt import numpy as np -import seaborn as sns -from anndata import AnnData -from loguru import logger -def locus_scoring(scores, coordinates, range, gene_start=None, gene_end=None, title='Predictions across Genomic Regions', bigwig_values=None, bigwig_midpoints=None, filename=None): + +def locus_scoring( + scores, + coordinates, + range, + gene_start=None, + gene_end=None, + title="Predictions across Genomic Regions", + bigwig_values=None, + bigwig_midpoints=None, + filename=None, +): """ Plot the predictions as a line chart over the entire genomic input and optionally indicate the gene locus. - Additionally, plot values from a bigWig file if provided. - - Parameters: - scores (np.array): An array of prediction scores for each window. - coordinates (np.array): An array of tuples, each containing the chromosome name and the start and end positions of the sequence for each window. - model_class (int): The class index to plot from the prediction scores. - gene_start (int, optional): The start position of the gene locus to highlight on the plot. - gene_end (int, optional): The end position of the gene locus to highlight on the plot. - title (str): The title of the plot. - bigwig_values (np.array, optional): A numpy array of values extracted from a bigWig file for the same coordinates. - bigwig_midpoints (list, optional): A list of base pair positions corresponding to the bigwig_values. - """ - # Extract the midpoints of the coordinates for plotting - midpoints = [(int(start) + int(end)) // 2 for _, start, end in coordinates] + Also plots values from a bigWig file if provided. + Parameters + ---------- + scores + An array of prediction scores for each window. + coordinates + An array of tuples, each containing the chromosome name and the start and end positions of the sequence for each window. + model_class + The class index to plot from the prediction scores. + gene_start + The start position of the gene locus to highlight on the plot. + gene_end + The end position of the gene locus to highlight on the plot. + title + The title of the plot. + bigwig_values + A numpy array of values extracted from a bigWig file for the same coordinates. + bigwig_midpoints + A list of base pair positions corresponding to the bigwig_values. + """ # Plotting predictions plt.figure(figsize=(30, 10)) # Top plot: Model predictions plt.subplot(2, 1, 1) - plt.plot(np.arange(range[0], range[1]), scores, marker='o', linestyle='-', color='b', label='Prediction Score') + plt.plot( + np.arange(range[0], range[1]), + scores, + marker="o", + linestyle="-", + color="b", + label="Prediction Score", + ) if gene_start is not None and gene_end is not None: - plt.axvspan(gene_start, gene_end, color='red', alpha=0.3, label='Gene Locus') + plt.axvspan(gene_start, gene_end, color="red", alpha=0.3, label="Gene Locus") plt.title(title) - plt.xlabel('Genomic Position') - plt.ylabel('Prediction Score') + plt.xlabel("Genomic Position") + plt.ylabel("Prediction Score") plt.ylim(bottom=0) plt.xticks(rotation=90) plt.grid(True) @@ -46,11 +67,19 @@ def locus_scoring(scores, coordinates, range, gene_start=None, gene_end=None, ti # Bottom plot: bigWig values if bigwig_values is not None and bigwig_midpoints is not None: plt.subplot(2, 1, 2) - plt.plot(bigwig_midpoints, bigwig_values, linestyle='-', color='g', label='bigWig Values') + plt.plot( + bigwig_midpoints, + bigwig_values, + linestyle="-", + color="g", + label="bigWig Values", + ) if gene_start is not None and gene_end is not None: - plt.axvspan(gene_start, gene_end, color='red', alpha=0.3, label='Gene Locus') - plt.xlabel('Genomic Position') - plt.ylabel('bigWig Values') + plt.axvspan( + gene_start, gene_end, color="red", alpha=0.3, label="Gene Locus" + ) + plt.xlabel("Genomic Position") + plt.ylabel("bigWig Values") plt.xticks(rotation=90) plt.ylim(bottom=0) plt.grid(True) diff --git a/src/crested/pl/patterns/__init__.py b/src/crested/pl/patterns/__init__.py index 7e67fad8..1afc1b52 100644 --- a/src/crested/pl/patterns/__init__.py +++ b/src/crested/pl/patterns/__init__.py @@ -1,14 +1,17 @@ from importlib.util import find_spec + from loguru import logger from ._contribution_scores import contribution_scores + def _optional_function_warning(*args, **kwargs): logger.error( "The requested functionality requires the 'tfmodisco' package, which is not installed. " "Please install it with `pip install crested[tfmodisco]`.", ) + if find_spec("modiscolite") is not None: MODISCOLITE_AVAILABLE = True else: @@ -17,14 +20,15 @@ def _optional_function_warning(*args, **kwargs): if MODISCOLITE_AVAILABLE: try: import modiscolite + # Import all necessary functions from _modisco_results from ._modisco_results import ( create_clustermap, modisco_results, + plot_clustermap_tf_motif, + plot_pattern_instances, plot_patterns, plot_similarity_heatmap, - plot_pattern_instances , - plot_clustermap_tf_motif ) except ImportError as e: logger.error(f"Import error: {e}") @@ -34,7 +38,7 @@ def _optional_function_warning(*args, **kwargs): modisco_results = _optional_function_warning plot_patterns = _optional_function_warning plot_similarity_heatmap = _optional_function_warning - plot_pattern_instances = _optional_function_warning + plot_pattern_instances = _optional_function_warning plot_clustermap_tf_motif = _optional_function_warning # Export these functions for public use @@ -49,7 +53,7 @@ def _optional_function_warning(*args, **kwargs): "modisco_results", "plot_patterns", "plot_similarity_heatmap", - "plot_pattern_instances", - "plot_clustermap_tf_motif" + "plot_pattern_instances", + "plot_clustermap_tf_motif", ] ) diff --git a/src/crested/pl/patterns/_modisco_results.py b/src/crested/pl/patterns/_modisco_results.py index 44e03419..56875227 100644 --- a/src/crested/pl/patterns/_modisco_results.py +++ b/src/crested/pl/patterns/_modisco_results.py @@ -1,21 +1,24 @@ from __future__ import annotations import h5py -import matplotlib.pyplot as plt import matplotlib.colors as mcolors -import modiscolite as modisco +import matplotlib.pyplot as plt import numpy as np import pandas as pd -from scipy.cluster.hierarchy import linkage, leaves_list import seaborn as sns from loguru import logger +from scipy.cluster.hierarchy import leaves_list, linkage -from crested._logging import log_and_raise from crested.pl._utils import render_plot -from crested.tl._modisco_utils import _trim_pattern_by_ic, _get_ic, _trim, _pattern_to_ppm, compute_ic +from crested.tl._modisco_utils import ( + _pattern_to_ppm, + _trim_pattern_by_ic, + compute_ic, +) from ._utils import _plot_attribution_map + def modisco_results( classes: list[str], contribution: str, @@ -131,7 +134,7 @@ def modisco_results( all_pattern_names = list(hdf5_results[metacluster_name]) for i in range(len(all_pattern_names)): - pattern_name = 'pattern_'+str(i) + pattern_name = "pattern_" + str(i) if len(classes) > 1: ax = axes[motif_counter - 1, idx] elif max_num_patterns > 1: @@ -188,11 +191,12 @@ def modisco_results( return render_plot(fig, **kwargs) + def create_clustermap( pattern_matrix: np.ndarray, classes: list[str], subset: list[str] | None = None, # Subset option - figsize: tuple[int, int] = (25,8), + figsize: tuple[int, int] = (25, 8), grid: bool = False, color_palette: str | list[str] = "hsv", cmap: str = "coolwarm", @@ -200,7 +204,7 @@ def create_clustermap( method: str = "average", dy: float = 0.002, fig_path: str | None = None, - pat_seqs: list[tuple[str, np.ndarray]] | None = None + pat_seqs: list[tuple[str, np.ndarray]] | None = None, ) -> sns.matrix.ClusterGrid: """ Create a clustermap from the given pattern matrix and class labels with customizable options. @@ -226,7 +230,7 @@ def create_clustermap( method : str, optional Clustering method to use. dy: float, optional - Scaling parameter for vertical distance between nucleotides (if pat_seqs is not None) in xticklabels. + Scaling parameter for vertical distance between nucleotides (if pat_seqs is not None) in xticklabels. fig_path : str, optional Path to save the figure. pat_seqs : list[tuple[str, np.ndarray]], optional @@ -234,10 +238,12 @@ def create_clustermap( """ # Subset the pattern_matrix and classes if subset is provided if subset is not None: - subset_indices = [i for i, class_label in enumerate(classes) if class_label in subset] + subset_indices = [ + i for i, class_label in enumerate(classes) if class_label in subset + ] pattern_matrix = pattern_matrix[subset_indices, :] classes = [classes[i] for i in subset_indices] - + # Remove columns that contain only zero values non_zero_columns = np.any(pattern_matrix != 0, axis=0) pattern_matrix = pattern_matrix[:, non_zero_columns] @@ -248,25 +254,8 @@ def create_clustermap( data = pd.DataFrame(pattern_matrix) - #if isinstance(color_palette, str): - # palette = sns.color_palette(color_palette, len(set(classes))) - #else: - # palette = color_palette - - #class_lut = dict(zip(set(classes), palette)) - #row_colors = pd.Series(classes).map(class_lut) - if pat_seqs is not None: plt.rc("text", usetex=False) # Turn off LaTeX to speed up rendering - scaling_factor = 10 - - # Plot the scaled x-tick labels based on the importance scores - xtick_labels = [ - (letters, scores) for letters, scores in pat_seqs - ] - - else: - xtick_labels = True g = sns.clustermap( data, @@ -275,14 +264,18 @@ def create_clustermap( row_colors=None, yticklabels=classes, center=center, - xticklabels=True if pat_seqs is None else False, # Disable default xticklabels if pat_seqs provided. #xticklabels=xtick_labels, + xticklabels=True + if pat_seqs is None + else False, # Disable default xticklabels if pat_seqs provided. #xticklabels=xtick_labels, method=method, dendrogram_ratio=(0.1, 0.1), - cbar_pos=(1.05, 0.4, 0.01, 0.3) + cbar_pos=(1.05, 0.4, 0.01, 0.3), ) col_order = g.dendrogram_col.reordered_ind cbar = g.ax_heatmap.collections[0].colorbar - cbar.set_label('Motif importance', rotation=270, labelpad=20) # Rotate label and add padding + cbar.set_label( + "Motif importance", rotation=270, labelpad=20 + ) # Rotate label and add padding g.ax_heatmap.set_yticklabels(g.ax_heatmap.get_yticklabels(), rotation=0) # Get the reordered column indices from the clustermap @@ -292,23 +285,31 @@ def create_clustermap( if pat_seqs is not None: reordered_pat_seqs = [pat_seqs[column_indices[i]] for i in col_order] ax = g.ax_heatmap - x_positions = np.arange(len(reordered_pat_seqs)) + 0.5 # Shift labels by half a tick to the right + x_positions = ( + np.arange(len(reordered_pat_seqs)) + 0.5 + ) # Shift labels by half a tick to the right - constant = (1/figsize[1])*64 + constant = (1 / figsize[1]) * 64 for i, (letters, scores) in enumerate(reordered_pat_seqs): previous_spacing = 0 - for j, (letter, score) in enumerate(zip(reversed(letters), reversed(scores))): - fontsize = score*10 - vertical_spacing = max((constant * score * dy), constant * 0.1 * dy) # Spacing proportional to figsize[1] + for _, (letter, score) in enumerate( + zip(reversed(letters), reversed(scores)) + ): + fontsize = score * 10 + vertical_spacing = max( + (constant * score * dy), constant * 0.1 * dy + ) # Spacing proportional to figsize[1] ax.text( - x_positions[i], -(constant*0.002) - previous_spacing, # Adjust y-position based on spacing - letter, + x_positions[i], + -(constant * 0.002) + - previous_spacing, # Adjust y-position based on spacing + letter, fontsize=fontsize, # Constant font size - ha='center', # Horizontal alignment - va='top', # Vertical alignment - rotation=90, # Rotate the labels vertically - transform=ax.get_xaxis_transform() # Ensure the text is placed relative to x-axis + ha="center", # Horizontal alignment + va="top", # Vertical alignment + rotation=90, # Rotate the labels vertically + transform=ax.get_xaxis_transform(), # Ensure the text is placed relative to x-axis ) previous_spacing += vertical_spacing @@ -318,7 +319,7 @@ def create_clustermap( if grid: ax = g.ax_heatmap # Define the grid positions (between cells, hence the +0.5 offset) - x_positions = np.arange(pattern_matrix.shape[1] + 1) + x_positions = np.arange(pattern_matrix.shape[1] + 1) y_positions = np.arange(len(pattern_matrix) + 1) # Add horizontal grid lines @@ -364,7 +365,10 @@ def plot_patterns(pattern_dict: dict, idcs: list[int]) -> None: plt.tight_layout() plt.show() -def plot_pattern_instances(pattern_dict: dict, idx: int, class_representative: bool = False) -> None: + +def plot_pattern_instances( + pattern_dict: dict, idx: int, class_representative: bool = False +) -> None: """ Plots all the pattern instances clustered together in the pattern dictionary for a given pattern index. @@ -378,11 +382,13 @@ def plot_pattern_instances(pattern_dict: dict, idx: int, class_representative: b Boolean to plot the best pattern per class, or all instances of a pattern in the same class if there would be multiple instances in one class. Default False. """ if class_representative: - key = 'classes' + key = "classes" else: - key='instances' + key = "instances" n_instances = len(pattern_dict[str(idx)][key]) - figure, axes = plt.subplots(nrows=n_instances, ncols=1, figsize=(8, 2 * n_instances)) + figure, axes = plt.subplots( + nrows=n_instances, ncols=1, figsize=(8, 2 * n_instances) + ) if n_instances == 1: axes = [axes] @@ -400,6 +406,7 @@ def plot_pattern_instances(pattern_dict: dict, idx: int, class_representative: b plt.tight_layout() plt.show() + def plot_similarity_heatmap( similarity_matrix: np.ndarray, indices: list, @@ -445,99 +452,121 @@ def plot_similarity_heatmap( plt.savefig(fig_path) plt.show() -def plot_tf_expression_per_cell_type(df: pd.DataFrame, tf_list: list, log_transform: bool = False, title: str = "TF Expression per Cell Type") -> None: + +def plot_tf_expression_per_cell_type( + df: pd.DataFrame, + tf_list: list, + log_transform: bool = False, + title: str = "TF Expression per Cell Type", +) -> None: """ Plots the expression levels of specified transcription factors (TFs) per cell type. - Parameters: - - df (pd.DataFrame): The DataFrame containing mean gene expression data per cell type. - - tf_list (list): A list of transcription factors (TFs) to plot. - - log_transform (bool): Whether to log-transform the TF expression values. - - title (str): The title of the plot. - - Returns: - - None + Parameters + ---------- + df + The DataFrame containing mean gene expression data per cell type. + tf_list + A list of transcription factors (TFs) to plot. + log_transform + Whether to log-transform the TF expression values. + title + The title of the plot. """ # Check if all specified TFs are in the DataFrame missing_tfs = [tf for tf in tf_list if tf not in df.columns] if missing_tfs: - raise ValueError(f"The following TFs are not found in the DataFrame: {missing_tfs}") + raise ValueError( + f"The following TFs are not found in the DataFrame: {missing_tfs}" + ) # Subset the DataFrame to include only the specified TFs tf_expression_df = df[tf_list] # Apply log transformation if specified if log_transform: - tf_expression_df = np.log(tf_expression_df+1) + tf_expression_df = np.log(tf_expression_df + 1) # Plot the TF expression per cell type - ax = tf_expression_df.plot(kind='bar', figsize=(12, 5), width=0.8) + ax = tf_expression_df.plot(kind="bar", figsize=(12, 5), width=0.8) ax.set_title(title) ax.set_xlabel("Cell Type") ax.set_ylabel("Log Mean TF Expression" if log_transform else "Mean TF Expression") ax.legend(title="Transcription Factors") - plt.xticks(rotation=45, ha='right') + plt.xticks(rotation=45, ha="right") plt.tight_layout() plt.show() + def plot_clustermap_tf_motif( - data: np.ndarray, - cluster_on_dim: str = 'gex', - class_labels: Optional[List[str]] = None, - pattern_labels: Optional[List[str]] = None, - color_idx: str = 'gex', - size_idx: str = 'contrib', + data: np.ndarray, + cluster_on_dim: str = "gex", + class_labels: None | list[str] = None, + pattern_labels: None | list[str] = None, + color_idx: str = "gex", + size_idx: str = "contrib", grid: bool = True, - log_transform: bool = False, - normalize: bool = False + log_transform: bool = False, + normalize: bool = False, ) -> None: """ - Plot a clustermap from a 3D matrix where one third dimension is indicated by dot size - and the other by color. - - Parameters: - - data: 3D numpy array with shape (len(classes), #patterns, 2) - - cluster_on_dim: str, either 'gex' or 'contrib', indicating which third dimension to cluster on - - class_labels: list of strings, labels for the classes - - pattern_labels: list of strings, labels for the patterns - - color_idx: str, either 'gex' or 'contrib', indicating the dimension to use for color - - size_idx: str, either 'gex' or 'contrib', indicating the dimension to use for size - - grid: bool, whether to add a grid to the figure - - log_transform: bool, whether to apply log transformation to the data - - normalize: bool, whether to normalize the data + Plot a clustermap from a 3D matrix where one third dimension is indicated by dot sizen and the other by color. + + Parameters + ---------- + data + 3D numpy array with shape (len(classes), #patterns, 2) + cluster_on_dim + either 'gex' or 'contrib', indicating which third dimension to cluster on + class_labels + labels for the classes + pattern_labels + labels for the patterns + color_idx + either 'gex' or 'contrib', indicating the dimension to use for color + size_idx + either 'gex' or 'contrib', indicating the dimension to use for size + grid + whether to add a grid to the figure + log_transform + whether to apply log transformation to the data + normalize + whether to normalize the data """ # Ensure data is a numpy array data = np.array(data) assert data.shape[2] == 2, "The third dimension of the data should be 2." # Some additional data prep for more logical plotting - if color_idx=='gex': + if color_idx == "gex": for col_idx in range(data.shape[1]): for ct_idx in range(data.shape[0]): - if data[ct_idx, col_idx,1]<0: - data[ct_idx, col_idx,0] = -data[ct_idx, col_idx,0] - data[ct_idx, col_idx,1] = np.abs(data[ct_idx, col_idx,1]) + if data[ct_idx, col_idx, 1] < 0: + data[ct_idx, col_idx, 0] = -data[ct_idx, col_idx, 0] + data[ct_idx, col_idx, 1] = np.abs(data[ct_idx, col_idx, 1]) # Default labels if none provided if class_labels is None: - class_labels = [f'Class {i}' for i in range(data.shape[0])] + class_labels = [f"Class {i}" for i in range(data.shape[0])] if pattern_labels is None: - pattern_labels = [f'Pattern {i}' for i in range(data.shape[1])] + pattern_labels = [f"Pattern {i}" for i in range(data.shape[1])] # Mapping from string to index - dim_mapping = {'gex': 0, 'contrib': 1} + dim_mapping = {"gex": 0, "contrib": 1} # Choose the dimension to cluster on clustering_data = data[:, :, dim_mapping[cluster_on_dim]] - + if log_transform: clustering_data = np.log(clustering_data) - + if normalize: - clustering_data = clustering_data / np.linalg.norm(clustering_data, axis=1, keepdims=True) + clustering_data = clustering_data / np.linalg.norm( + clustering_data, axis=1, keepdims=True + ) # Perform hierarchical clustering - linkage_matrix = linkage(clustering_data, method='ward') + linkage_matrix = linkage(clustering_data, method="ward") cluster_order = leaves_list(linkage_matrix) # Reorder data according to clustering @@ -555,24 +584,28 @@ def plot_clustermap_tf_motif( # Determine color scale limits to center on zero max_val = np.max(color_data) min_val = np.min(color_data) - + # Define the normalization to center at zero norm = mcolors.TwoSlopeNorm(vmin=min_val, vcenter=0, vmax=max_val) # Use the norm parameter in scatter sc = ax.scatter( - np.tile(np.arange(data_ordered.shape[1]), data_ordered.shape[0]), - np.repeat(np.arange(data_ordered.shape[0]), data_ordered.shape[1]), - s=size_data.flatten() * 500, - c=color_data.flatten(), - cmap='coolwarm', + np.tile(np.arange(data_ordered.shape[1]), data_ordered.shape[0]), + np.repeat(np.arange(data_ordered.shape[0]), data_ordered.shape[1]), + s=size_data.flatten() * 500, + c=color_data.flatten(), + cmap="coolwarm", alpha=0.6, - norm=norm # Apply the centered colormap -) + norm=norm, # Apply the centered colormap + ) # Add color bar cbar = plt.colorbar(sc, ax=ax) - label = 'Average pattern contribution score' if dim_mapping[color_idx] == 1 else 'Average TF expression, signed by activation/repression' + label = ( + "Average pattern contribution score" + if dim_mapping[color_idx] == 1 + else "Average TF expression, signed by activation/repression" + ) cbar.set_label(label) # Set labels @@ -580,12 +613,14 @@ def plot_clustermap_tf_motif( ax.set_yticks(np.arange(data_ordered.shape[0])) # Reduce the number of x-axis labels displayed - ax.set_xticklabels([pattern_labels[i] for i in range(data_ordered.shape[1])], rotation=90) + ax.set_xticklabels( + [pattern_labels[i] for i in range(data_ordered.shape[1])], rotation=90 + ) ax.set_yticklabels([class_labels[i] for i in cluster_order]) ax.set_xlim([-0.5, len(pattern_labels) + 0.5]) - plt.xlabel('Patterns') - plt.ylabel('Classes') + plt.xlabel("Patterns") + plt.ylabel("Classes") plt.grid(grid) plt.tight_layout() plt.show() diff --git a/src/crested/pp/_utils.py b/src/crested/pp/_utils.py index 144aa04e..4d94cce9 100644 --- a/src/crested/pp/_utils.py +++ b/src/crested/pp/_utils.py @@ -15,12 +15,12 @@ def _calc_gini(targets: np.ndarray) -> np.ndarray: Parameters ---------- - targets : np.ndarray + targets A 2D numpy array where each row represents a set of target values. Returns ------- - np.ndarray + gini scores A 2D numpy array with the same shape as `targets` containing Gini scores, where each score is assigned to the position of the maximum value in each row. """ @@ -45,6 +45,7 @@ def _gini(array: np.ndarray) -> float: return gini_scores + def _calc_proportion(arr: np.ndarray, scale=False): """ Compute relative specificity scores for a given 1D or 2D array. @@ -55,9 +56,9 @@ def _calc_proportion(arr: np.ndarray, scale=False): Parameters ---------- - arr : np.ndarray + arr Input array (1D or 2D). - scale : bool, optional + scale Whether to scale the specificity scores by multiplying with orginal array. Returns @@ -78,8 +79,10 @@ def _calc_proportion(arr: np.ndarray, scale=False): elif arr.ndim == 2: total_per_row = np.sum(arr, axis=1, keepdims=True) total_per_row[total_per_row == 0] = 1e-9 - specificity_scores = (arr / total_per_row) * arr if scale else arr / total_per_row + specificity_scores = ( + (arr / total_per_row) * arr if scale else arr / total_per_row + ) else: raise ValueError("Input array must be 1D or 2D.") - + return specificity_scores diff --git a/src/crested/tl/__init__.py b/src/crested/tl/__init__.py index 72ff740a..c5b6e6cd 100644 --- a/src/crested/tl/__init__.py +++ b/src/crested/tl/__init__.py @@ -25,19 +25,19 @@ def _optional_function_warning(*args, **kwargs): import modiscolite from crested.tl._tfmodisco import ( + calculate_mean_expression_per_cell_type, calculate_similarity_matrix, create_pattern_matrix, + create_pattern_tf_dict, + create_tf_ct_matrix, + find_pattern_matches, + generate_html_paths, generate_nucleotide_sequences, match_h5_files_to_classes, pattern_similarity, process_patterns, - generate_html_paths, - calculate_mean_expression_per_cell_type, read_motif_to_tf_file, tfmodisco, - find_pattern_matches, - create_pattern_tf_dict, - create_tf_ct_matrix ) except ImportError as e: logger.error(f"Import error: {e}") @@ -84,6 +84,6 @@ def _optional_function_warning(*args, **kwargs): "find_pattern_matches", "read_motif_to_tf_file", "create_pattern_tf_dict", - "create_tf_ct_matrix" + "create_tf_ct_matrix", ] ) diff --git a/src/crested/tl/_configs.py b/src/crested/tl/_configs.py index a6d99bce..c6b570bb 100644 --- a/src/crested/tl/_configs.py +++ b/src/crested/tl/_configs.py @@ -7,7 +7,7 @@ import keras -from crested.tl.losses import CosineMSELoss, CosineMSELogLoss +from crested.tl.losses import CosineMSELogLoss from crested.tl.metrics import ( ConcordanceCorrelationCoefficient, PearsonCorrelation, diff --git a/src/crested/tl/zoo/utils/__init__.py b/src/crested/tl/zoo/utils/__init__.py index f1629954..5dcdb780 100644 --- a/src/crested/tl/zoo/utils/__init__.py +++ b/src/crested/tl/zoo/utils/__init__.py @@ -1 +1 @@ -from ._layers import * +from ._layers import * # noqa: F403 From bac1af6620875447fe2b52aba1ec5e91684d309e Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 10:15:56 +0200 Subject: [PATCH 11/39] fix import --- src/crested/pl/bar/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/crested/pl/bar/__init__.py b/src/crested/pl/bar/__init__.py index 21dfa5c3..ff5d52bc 100644 --- a/src/crested/pl/bar/__init__.py +++ b/src/crested/pl/bar/__init__.py @@ -1,2 +1,2 @@ from ._normalization_weights import normalization_weights -from ._region import prediction_bar, region, region_predictions +from ._region import prediction, region, region_predictions From 11bd71cf62b1d83bd88f723c4b5f5f1c631773b0 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 10:59:10 +0200 Subject: [PATCH 12/39] manual docs build action check --- .github/workflows/docs.yaml | 50 ++++++++++++++++++++++++------------- 1 file changed, 32 insertions(+), 18 deletions(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 82cd0482..45aa5aa6 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -1,40 +1,54 @@ -name: Docs +name: Check Sphinx Docs on: push: branches: [main] pull_request: branches: [main] - schedule: - - cron: "0 5 1,15 * *" - -concurrency: - group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true jobs: docs: + name: Build Sphinx Documentation runs-on: ubuntu-latest defaults: run: - shell: bash -e {0} # -e to fail on error - - name: Build Documentation + shell: bash -e {0} # Fail on error steps: - uses: actions/checkout@v3 - - name: Setup Python - uses: actions/setup-python@v2 + - name: Set up Python + uses: actions/setup-python@v4 with: - python-version: "3.9" + python-version: 3.9 + cache: "pip" + cache-dependency-path: "**/pyproject.toml" - - name: Install Dependencies + - name: Install dependencies run: | - python -m pip install --upgrade pip + python -m pip install --upgrade pip wheel pip install ".[doc]" - - name: Build Documentation - uses: ammaraskar/sphinx-action@0.4 + - name: Build Documentation and Check for Warnings + working-directory: docs + run: | + make clean + # Build the docs and capture warnings + make html | tee sphinx-output.log + # Check if there are any warnings in the log + if grep -q "WARNING:" sphinx-output.log; then + echo "Sphinx build generated warnings!" + exit 1 + if grep -q "ERROR:" sphinx-output.log; then + echo "Sphinx build generated errors!" + exit 1 + if grep -q "Exception occurred:" sphinx-output.log; then + echo "Sphinx build failed!" + exit 1 + fi + - name: Upload Documentation Artifacts + if: failure() + uses: actions/upload-artifact@v3 with: - docs-folder: "docs/" + name: sphinx-output-log + path: docs/sphinx-output.log From c57c69d75f5835e9ca833588091a7e41eebe8f11 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 12:20:26 +0200 Subject: [PATCH 13/39] anndata ref --- docs/conf.py | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/conf.py b/docs/conf.py index 430314cc..9da4cae8 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -137,6 +137,7 @@ ("py:class", "keras.metrics.Metric"), ("py:class", "keras.src.losses.loss.Loss"), ("py:class", "keras.src.metrics.metric.Metric"), + ("py:class", "anndata.AnnData"), ] suppress_warnings = [ "autosummary.import_cycle", From d824c8f3ced0188a2cbb75a8831158d12a9f9e89 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 12:21:43 +0200 Subject: [PATCH 14/39] docs formatting --- docs/tutorials/topic_classification.ipynb | 2 +- src/crested/tl/_crested.py | 2 -- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/docs/tutorials/topic_classification.ipynb b/docs/tutorials/topic_classification.ipynb index 7e76a104..eeddcb74 100644 --- a/docs/tutorials/topic_classification.ipynb +++ b/docs/tutorials/topic_classification.ipynb @@ -13,7 +13,7 @@ "source": [ "We can use the outputs of [pycistopic](https://pycistopic.readthedocs.io/en/latest/) to train a model to predict topic probabilities for a given sequence. \n", "\n", - "Since we plan on adding detailed use cases describing topic classification later on, we will only provide a brief overview of the workflow here. Refer to the [introductory notebook](introduction.ipynb) for a more detailed explanation of the CREsted workflow." + "Since we plan on adding detailed use cases describing topic classification later on, we will only provide a brief overview of the workflow here. Refer to the [introductory notebook](model_training_and_eval.ipynb) for a more detailed explanation of the CREsted workflow." ] }, { diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index 3c7dcd66..590296ee 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -643,8 +643,6 @@ def predict_sequence(self, sequence: str) -> np.ndarray: Parameters ---------- - model - A trained Keras model sequence A string containing a DNA sequence (A, C, G, T). From ef0518f7387a4fac6186778dc4e69bae7715d3d3 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 12:25:04 +0200 Subject: [PATCH 15/39] rm comment --- .github/workflows/docs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 45aa5aa6..26aa0326 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest defaults: run: - shell: bash -e {0} # Fail on error + shell: bash -e {0} steps: - uses: actions/checkout@v3 From 3fc1b7b04e4562a3a9f343cc849bd4eb8b4b0b48 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 13:27:47 +0200 Subject: [PATCH 16/39] fix docs action --- .github/workflows/docs.yaml | 4 ++-- docs/conf.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 26aa0326..bd9bff7d 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest defaults: run: - shell: bash -e {0} + shell: bash -e {0}; steps: - uses: actions/checkout@v3 @@ -45,7 +45,7 @@ jobs: if grep -q "Exception occurred:" sphinx-output.log; then echo "Sphinx build failed!" exit 1 - fi + fi; - name: Upload Documentation Artifacts if: failure() uses: actions/upload-artifact@v3 diff --git a/docs/conf.py b/docs/conf.py index 9da4cae8..e5afca8a 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -137,8 +137,8 @@ ("py:class", "keras.metrics.Metric"), ("py:class", "keras.src.losses.loss.Loss"), ("py:class", "keras.src.metrics.metric.Metric"), - ("py:class", "anndata.AnnData"), ] + suppress_warnings = [ "autosummary.import_cycle", ] From b2f8c1c58f7a172b0206928a6516b4ad458f1e5d Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 13:30:48 +0200 Subject: [PATCH 17/39] fix docs action --- .github/workflows/docs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index bd9bff7d..6a3a5f74 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest defaults: run: - shell: bash -e {0}; + shell: bash -e {0} steps: - uses: actions/checkout@v3 From d6403853370696971a1315a3d8f6e6e44d609390 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 13:49:04 +0200 Subject: [PATCH 18/39] fix docs action --- .github/workflows/docs.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 6a3a5f74..6c973292 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -33,19 +33,19 @@ jobs: working-directory: docs run: | make clean - # Build the docs and capture warnings make html | tee sphinx-output.log - # Check if there are any warnings in the log if grep -q "WARNING:" sphinx-output.log; then echo "Sphinx build generated warnings!" exit 1 + fi if grep -q "ERROR:" sphinx-output.log; then echo "Sphinx build generated errors!" exit 1 + fi if grep -q "Exception occurred:" sphinx-output.log; then echo "Sphinx build failed!" exit 1 - fi; + fi - name: Upload Documentation Artifacts if: failure() uses: actions/upload-artifact@v3 From b0a1421c62210b24ceb1305f63565ef15d263704 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 13:57:27 +0200 Subject: [PATCH 19/39] update python version --- .github/workflows/docs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 6c973292..0c232795 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -20,7 +20,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: 3.9 + python-version: 3.11 cache: "pip" cache-dependency-path: "**/pyproject.toml" From 573508f9fb79c711e33eec2bdb43c09a2788046e Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 14:04:21 +0200 Subject: [PATCH 20/39] fail on warning --- .github/workflows/docs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 0c232795..36f84eb6 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -33,7 +33,7 @@ jobs: working-directory: docs run: | make clean - make html | tee sphinx-output.log + sphinx-build -b html -W . _build/html 2>&1 | tee sphinx-output.log if grep -q "WARNING:" sphinx-output.log; then echo "Sphinx build generated warnings!" exit 1 From 82d2d773dcd0fe26ce5c3229d2544fe0fbe4a387 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 14:11:02 +0200 Subject: [PATCH 21/39] fail on warning --- .github/workflows/docs.yaml | 29 +++++++++++++---------------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 36f84eb6..5452a8b9 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest defaults: run: - shell: bash -e {0} + shell: bash -eo pipefail {0} # Fail on error and enable pipefail steps: - uses: actions/checkout@v3 @@ -20,7 +20,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: 3.11 + python-version: 3.9 cache: "pip" cache-dependency-path: "**/pyproject.toml" @@ -29,24 +29,21 @@ jobs: python -m pip install --upgrade pip wheel pip install ".[doc]" - - name: Build Documentation and Check for Warnings + - name: Build Documentation and Check for Issues working-directory: docs run: | make clean + # Build the docs and capture output, treat warnings as errors (-W) sphinx-build -b html -W . _build/html 2>&1 | tee sphinx-output.log - if grep -q "WARNING:" sphinx-output.log; then - echo "Sphinx build generated warnings!" - exit 1 - fi - if grep -q "ERROR:" sphinx-output.log; then - echo "Sphinx build generated errors!" - exit 1 - fi - if grep -q "Exception occurred:" sphinx-output.log; then - echo "Sphinx build failed!" - exit 1 - fi - - name: Upload Documentation Artifacts + + - name: Upload Documentation Artifacts (HTML Pages) + if: always() + uses: actions/upload-artifact@v3 + with: + name: sphinx-docs + path: docs/_build/html + + - name: Upload Log if Build Failed if: failure() uses: actions/upload-artifact@v3 with: From b9812a0c492ba12a99f80a81e594440ff6d3e801 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 14:14:21 +0200 Subject: [PATCH 22/39] fail on warning --- .github/workflows/docs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml index 5452a8b9..b120f35c 100644 --- a/.github/workflows/docs.yaml +++ b/.github/workflows/docs.yaml @@ -20,7 +20,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: 3.9 + python-version: 3.11 cache: "pip" cache-dependency-path: "**/pyproject.toml" From fbffd0882911ce61bfa25fdbf3e5a3ef1875b217 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Fri, 4 Oct 2024 16:23:41 +0200 Subject: [PATCH 23/39] change import enhanceroptimizer --- docs/tutorials/model_training_and_eval.ipynb | 2 +- src/crested/__init__.py | 1 + src/crested/tl/_crested.py | 3 +-- src/crested/tl/_utils.py | 16 ++++++++++++++++ 4 files changed, 19 insertions(+), 3 deletions(-) diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 332f24e6..302e0f73 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -2160,7 +2160,7 @@ } ], "source": [ - "from crested.tl._utils import EnhancerOptimizer\n", + "from crested.tl import EnhancerOptimizer\n", "import numpy as np\n", "\n", "from sklearn.metrics import pairwise\n", diff --git a/src/crested/__init__.py b/src/crested/__init__.py index 5d828765..dbd111f6 100644 --- a/src/crested/__init__.py +++ b/src/crested/__init__.py @@ -24,6 +24,7 @@ from ._datasets import get_dataset, get_motif_db from ._io import import_beds, import_bigwigs from ._logging import setup_logging +from ._utils import EnhancerOptimizer __all__ = [ "pl", diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index 590296ee..f0bf0b01 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -14,9 +14,8 @@ from tqdm import tqdm from crested._logging import log_and_raise -from crested.tl import TaskConfig +from crested.tl import EnhancerOptimizer, TaskConfig from crested.tl._utils import ( - EnhancerOptimizer, _weighted_difference, generate_motif_insertions, generate_mutagenesis, diff --git a/src/crested/tl/_utils.py b/src/crested/tl/_utils.py index 79181fc0..4431d35d 100644 --- a/src/crested/tl/_utils.py +++ b/src/crested/tl/_utils.py @@ -100,6 +100,21 @@ def generate_motif_insertions(x, motif, flanks=(0, 0), masked_locations=None): class EnhancerOptimizer: + """ + Class to optimize the mutated sequence based on the original prediction. + + Can be passed as the 'enhancer_optimizer' argument to crested.tl.Crested.enhancer_design_in_silico_evolution + + Parameters + ---------- + optimize_func + Function to optimize the mutated sequence based on the original prediction. + + See Also + -------- + crested.tl.Crested.enhancer_design_in_silico_evolution + """ + def __init__(self, optimize_func: Callable[..., np.intp]) -> None: self.optimize_func = optimize_func @@ -110,6 +125,7 @@ def get_best( target: int | np.ndarray, **kwargs: dict[str, Any], ) -> np.intp: + """Get the index of the best mutated sequence based on the original prediction.""" return self.optimize_func( mutated_predictions, original_prediction, target, **kwargs ) From cf82cdf372d8c4e10f77bf35e3062fb93d76badf Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Mon, 7 Oct 2024 15:59:26 +0200 Subject: [PATCH 24/39] new main module 'utils' --- docs/api/index.md | 1 + docs/api/utils.md | 17 ++++++++ docs/tutorials/model_training_and_eval.ipynb | 3 +- src/crested/__init__.py | 4 +- src/crested/tl/__init__.py | 2 - src/crested/tl/_crested.py | 15 ++++--- src/crested/tl/_explainer_tf.py | 2 +- src/crested/tl/data/_dataset.py | 2 +- src/crested/utils/__init__.py | 6 +++ src/crested/{tl => utils}/_utils.py | 42 +++++++++++++++++--- 10 files changed, 74 insertions(+), 20 deletions(-) create mode 100644 docs/api/utils.md create mode 100644 src/crested/utils/__init__.py rename src/crested/{tl => utils}/_utils.py (89%) diff --git a/docs/api/index.md b/docs/api/index.md index 5c89b079..738c317c 100644 --- a/docs/api/index.md +++ b/docs/api/index.md @@ -12,5 +12,6 @@ io preprocessing tools/index.md plotting/index.md +utils logging ``` diff --git a/docs/api/utils.md b/docs/api/utils.md new file mode 100644 index 00000000..42895d46 --- /dev/null +++ b/docs/api/utils.md @@ -0,0 +1,17 @@ +# Utils + +CREsted provides a few utility function to help with sequence encoding, function optimization, ... + +```{eval-rst} +.. currentmodule:: crested.utils +``` + +```{eval-rst} +.. autosummary:: + :toctree: _autosummary + + EnhancerOptimizer + extract_bigwig_values_per_bp + hot_encoding_to_sequence + one_hot_encode_sequence +``` diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 302e0f73..31cca3ef 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -2160,7 +2160,6 @@ } ], "source": [ - "from crested.tl import EnhancerOptimizer\n", "import numpy as np\n", "\n", "from sklearn.metrics import pairwise\n", @@ -2186,7 +2185,7 @@ " return np.argmax((L2_baseline - L2_sat_mut).squeeze())\n", "\n", "\n", - "L2_optimizer = EnhancerOptimizer(optimize_func=L2_distance)\n", + "L2_optimizer = crested.utils.EnhancerOptimizer(optimize_func=L2_distance)\n", "\n", "target_cell_type = \"L2_3IT\"\n", "\n", diff --git a/src/crested/__init__.py b/src/crested/__init__.py index dbd111f6..01b80956 100644 --- a/src/crested/__init__.py +++ b/src/crested/__init__.py @@ -20,16 +20,16 @@ import sys from importlib.metadata import version -from . import pl, pp, tl +from . import pl, pp, tl, utils from ._datasets import get_dataset, get_motif_db from ._io import import_beds, import_bigwigs from ._logging import setup_logging -from ._utils import EnhancerOptimizer __all__ = [ "pl", "pp", "tl", + "utils", "import_beds", "import_bigwigs", "setup_logging", diff --git a/src/crested/tl/__init__.py b/src/crested/tl/__init__.py index c5b6e6cd..f0af18f2 100644 --- a/src/crested/tl/__init__.py +++ b/src/crested/tl/__init__.py @@ -5,7 +5,6 @@ from . import data, losses, metrics, zoo from ._configs import TaskConfig, default_configs from ._crested import Crested -from ._utils import extract_bigwig_values_per_bp def _optional_function_warning(*args, **kwargs): @@ -66,7 +65,6 @@ def _optional_function_warning(*args, **kwargs): "TaskConfig", "default_configs", "Crested", - "extract_bigwig_values_per_bp", ] if MODISCOLITE_AVAILABLE: diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index f0bf0b01..5228bdeb 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -14,16 +14,19 @@ from tqdm import tqdm from crested._logging import log_and_raise -from crested.tl import EnhancerOptimizer, TaskConfig -from crested.tl._utils import ( +from crested.tl import TaskConfig +from crested.tl.data import AnnDataModule +from crested.tl.data._dataset import SequenceLoader +from crested.utils import ( + EnhancerOptimizer, + hot_encoding_to_sequence, + one_hot_encode_sequence, +) +from crested.utils._utils import ( _weighted_difference, generate_motif_insertions, generate_mutagenesis, - hot_encoding_to_sequence, - one_hot_encode_sequence, ) -from crested.tl.data import AnnDataModule -from crested.tl.data._dataset import SequenceLoader if os.environ["KERAS_BACKEND"] == "tensorflow": from crested.tl._explainer_tf import Explainer diff --git a/src/crested/tl/_explainer_tf.py b/src/crested/tl/_explainer_tf.py index 7dd36917..bcf0bacf 100644 --- a/src/crested/tl/_explainer_tf.py +++ b/src/crested/tl/_explainer_tf.py @@ -7,7 +7,7 @@ import numpy as np import tensorflow as tf -from crested.tl._utils import generate_mutagenesis +from crested.utils._utils import generate_mutagenesis class Explainer: diff --git a/src/crested/tl/data/_dataset.py b/src/crested/tl/data/_dataset.py index 173fb8dc..dc2013dd 100644 --- a/src/crested/tl/data/_dataset.py +++ b/src/crested/tl/data/_dataset.py @@ -13,7 +13,7 @@ from scipy.sparse import spmatrix from tqdm import tqdm -from crested.tl._utils import one_hot_encode_sequence +from crested.utils import one_hot_encode_sequence def _read_chromsizes(chromsizes_file: PathLike) -> dict[str, int]: diff --git a/src/crested/utils/__init__.py b/src/crested/utils/__init__.py new file mode 100644 index 00000000..d9a87ac3 --- /dev/null +++ b/src/crested/utils/__init__.py @@ -0,0 +1,6 @@ +from ._utils import ( + EnhancerOptimizer, + extract_bigwig_values_per_bp, + hot_encoding_to_sequence, + one_hot_encode_sequence, +) diff --git a/src/crested/tl/_utils.py b/src/crested/utils/_utils.py similarity index 89% rename from src/crested/tl/_utils.py rename to src/crested/utils/_utils.py index 4431d35d..fa5f8b26 100644 --- a/src/crested/tl/_utils.py +++ b/src/crested/utils/_utils.py @@ -1,5 +1,6 @@ from __future__ import annotations +import os from typing import Any, Callable import numpy as np @@ -45,7 +46,23 @@ def str_to_uint8(string) -> np.ndarray: def one_hot_encode_sequence(sequence: str, expand_dim: bool = True) -> np.ndarray: - """One hot encode a DNA sequence.""" + """ + One hot encode a DNA sequence. + + Will return a numpy array with shape (len(sequence), 4) if expand_dim is True, otherwise (4,). + Alphabet is ACGT. + + Parameters + ---------- + sequence + The DNA sequence to one hot encode. + expand_dim + Whether to expand the dimensions of the output array. + + Returns + ------- + The one hot encoded DNA sequence. + """ if expand_dim: return np.expand_dims( HOT_ENCODING_TABLE[np.frombuffer(sequence.encode("ascii"), dtype=np.uint8)], @@ -103,7 +120,7 @@ class EnhancerOptimizer: """ Class to optimize the mutated sequence based on the original prediction. - Can be passed as the 'enhancer_optimizer' argument to crested.tl.Crested.enhancer_design_in_silico_evolution + Can be passed as the 'enhancer_optimizer' argument to :func:`crested.tl.Crested.enhancer_design_in_silico_evolution` Parameters ---------- @@ -115,7 +132,7 @@ class EnhancerOptimizer: crested.tl.Crested.enhancer_design_in_silico_evolution """ - def __init__(self, optimize_func: Callable[..., np.intp]) -> None: + def __init__(self, optimize_func: Callable[..., int]) -> None: self.optimize_func = optimize_func def get_best( @@ -124,7 +141,7 @@ def get_best( original_prediction: np.ndarray, target: int | np.ndarray, **kwargs: dict[str, Any], - ) -> np.intp: + ) -> int: """Get the index of the best mutated sequence based on the original prediction.""" return self.optimize_func( mutated_predictions, original_prediction, target, **kwargs @@ -174,7 +191,18 @@ def build_one_hot_decoding_table() -> np.ndarray: def hot_encoding_to_sequence(one_hot_encoded_sequence: np.ndarray) -> str: - """Decode a one hot encoded sequence to a DNA sequence string.""" + """ + Decode a one hot encoded sequence to a DNA sequence string. + + Parameters + ---------- + one_hot_encoded_sequence + A numpy array with shape (x, 4) with dtype=np.float32. + + Returns + ------- + The DNA sequence string of length x. + """ # Convert hot encoded seqeuence from: # (x, 4) with dtype=np.float32 # to: @@ -241,7 +269,9 @@ def get_value_from_dataframe(df: pd.DataFrame, row_name: str, column_name: str): return f"Row index is out of bounds for DataFrame with {len(df)} rows." -def extract_bigwig_values_per_bp(bigwig_file, coordinates): +def extract_bigwig_values_per_bp( + bigwig_file: os.PathLike, coordinates: list[tuple[str, int, int]] +) -> tuple[np.ndarray, list[int]]: """ Extract per-base pair values from a bigWig file for the given genomic coordinates. From 4c503fa5ed1dc4f564aa9baed1ab598794237e72 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Mon, 7 Oct 2024 16:18:34 +0200 Subject: [PATCH 25/39] move logging to utils --- docs/api/index.md | 1 - docs/api/logging.md | 14 -------------- docs/api/utils.md | 1 + src/crested/__init__.py | 4 +--- src/crested/pl/bar/_normalization_weights.py | 2 +- src/crested/pl/bar/_region.py | 2 +- src/crested/pl/heatmap/_correlations.py | 2 +- src/crested/pl/hist/_distribution.py | 2 +- src/crested/pl/patterns/_contribution_scores.py | 2 +- src/crested/pl/scatter/_class_density.py | 2 +- src/crested/pp/_regions.py | 3 +-- src/crested/tl/_crested.py | 2 +- src/crested/utils/__init__.py | 1 + src/crested/{ => utils}/_logging.py | 0 14 files changed, 11 insertions(+), 27 deletions(-) delete mode 100644 docs/api/logging.md rename src/crested/{ => utils}/_logging.py (100%) diff --git a/docs/api/index.md b/docs/api/index.md index 738c317c..cb4ca5c2 100644 --- a/docs/api/index.md +++ b/docs/api/index.md @@ -13,5 +13,4 @@ preprocessing tools/index.md plotting/index.md utils -logging ``` diff --git a/docs/api/logging.md b/docs/api/logging.md deleted file mode 100644 index 6173784f..00000000 --- a/docs/api/logging.md +++ /dev/null @@ -1,14 +0,0 @@ -# Logging - -Helper functions for logging during use of package. - -```{eval-rst} -.. currentmodule:: crested -``` - -```{eval-rst} -.. autosummary:: - :toctree: _autosummary - - setup_logging -``` \ No newline at end of file diff --git a/docs/api/utils.md b/docs/api/utils.md index 42895d46..080ab052 100644 --- a/docs/api/utils.md +++ b/docs/api/utils.md @@ -14,4 +14,5 @@ CREsted provides a few utility function to help with sequence encoding, function extract_bigwig_values_per_bp hot_encoding_to_sequence one_hot_encode_sequence + setup_logging ``` diff --git a/src/crested/__init__.py b/src/crested/__init__.py index 01b80956..ac352f04 100644 --- a/src/crested/__init__.py +++ b/src/crested/__init__.py @@ -23,7 +23,6 @@ from . import pl, pp, tl, utils from ._datasets import get_dataset, get_motif_db from ._io import import_beds, import_bigwigs -from ._logging import setup_logging __all__ = [ "pl", @@ -32,7 +31,6 @@ "utils", "import_beds", "import_bigwigs", - "setup_logging", "get_dataset", "get_motif_db", ] @@ -42,4 +40,4 @@ os.environ["AUTOGRAPH_VERBOSITY"] = "0" # Setup loguru logging -setup_logging(log_level="INFO", log_file=None) +utils.setup_logging(log_level="INFO", log_file=None) diff --git a/src/crested/pl/bar/_normalization_weights.py b/src/crested/pl/bar/_normalization_weights.py index 83cd97e3..70f98b79 100644 --- a/src/crested/pl/bar/_normalization_weights.py +++ b/src/crested/pl/bar/_normalization_weights.py @@ -5,8 +5,8 @@ import matplotlib.pyplot as plt from anndata import AnnData -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise def normalization_weights(adata: AnnData, **kwargs) -> plt.Figure: diff --git a/src/crested/pl/bar/_region.py b/src/crested/pl/bar/_region.py index 13e5f5ad..1ed73948 100644 --- a/src/crested/pl/bar/_region.py +++ b/src/crested/pl/bar/_region.py @@ -7,8 +7,8 @@ from anndata import AnnData from loguru import logger -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise def region_predictions( diff --git a/src/crested/pl/heatmap/_correlations.py b/src/crested/pl/heatmap/_correlations.py index c30953c6..b2994091 100644 --- a/src/crested/pl/heatmap/_correlations.py +++ b/src/crested/pl/heatmap/_correlations.py @@ -8,8 +8,8 @@ from anndata import AnnData from loguru import logger -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise def _generate_heatmap(correlation_matrix, classes, vmin, vmax): diff --git a/src/crested/pl/hist/_distribution.py b/src/crested/pl/hist/_distribution.py index 361c1572..484d657a 100644 --- a/src/crested/pl/hist/_distribution.py +++ b/src/crested/pl/hist/_distribution.py @@ -8,8 +8,8 @@ from anndata import AnnData from loguru import logger -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise def distribution( diff --git a/src/crested/pl/patterns/_contribution_scores.py b/src/crested/pl/patterns/_contribution_scores.py index 744c7562..b0a542ed 100644 --- a/src/crested/pl/patterns/_contribution_scores.py +++ b/src/crested/pl/patterns/_contribution_scores.py @@ -5,8 +5,8 @@ import matplotlib.pyplot as plt import numpy as np -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise from ._utils import ( _plot_attribution_map, diff --git a/src/crested/pl/scatter/_class_density.py b/src/crested/pl/scatter/_class_density.py index 3386355c..c17ad539 100644 --- a/src/crested/pl/scatter/_class_density.py +++ b/src/crested/pl/scatter/_class_density.py @@ -8,8 +8,8 @@ from loguru import logger from scipy.stats import gaussian_kde, pearsonr, spearmanr -from crested._logging import log_and_raise from crested.pl._utils import render_plot +from crested.utils._logging import log_and_raise def class_density( diff --git a/src/crested/pp/_regions.py b/src/crested/pp/_regions.py index 05df2076..38d58db7 100644 --- a/src/crested/pp/_regions.py +++ b/src/crested/pp/_regions.py @@ -9,7 +9,7 @@ from anndata import AnnData from loguru import logger -from crested._logging import log_and_raise +from crested.utils._logging import log_and_raise def _read_chromsizes(chromsizes_file: PathLike) -> dict[str, int]: @@ -95,5 +95,4 @@ def _check_input_params(chromsizes_file): if len(regions_to_keep) < len(adata.var_names): adata._inplace_subset_var(regions_to_keep) - adata.var_names.name = "region" diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index 5228bdeb..078d935d 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -13,7 +13,6 @@ from pysam import FastaFile from tqdm import tqdm -from crested._logging import log_and_raise from crested.tl import TaskConfig from crested.tl.data import AnnDataModule from crested.tl.data._dataset import SequenceLoader @@ -22,6 +21,7 @@ hot_encoding_to_sequence, one_hot_encode_sequence, ) +from crested.utils._logging import log_and_raise from crested.utils._utils import ( _weighted_difference, generate_motif_insertions, diff --git a/src/crested/utils/__init__.py b/src/crested/utils/__init__.py index d9a87ac3..48f686d6 100644 --- a/src/crested/utils/__init__.py +++ b/src/crested/utils/__init__.py @@ -1,3 +1,4 @@ +from ._logging import setup_logging from ._utils import ( EnhancerOptimizer, extract_bigwig_values_per_bp, diff --git a/src/crested/_logging.py b/src/crested/utils/_logging.py similarity index 100% rename from src/crested/_logging.py rename to src/crested/utils/_logging.py From d306c09904d121c0156efaaf5da7becaea2a9aa1 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Mon, 7 Oct 2024 16:41:53 +0200 Subject: [PATCH 26/39] function moved to utils --- docs/tutorials/model_training_and_eval.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 31cca3ef..9527c099 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -1458,7 +1458,7 @@ "outputs": [], "source": [ "bigwig = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/bigwigs/bws/Sst.bw\"\n", - "bw_values, midpoints = crested.tl.extract_bigwig_values_per_bp(bigwig, coordinates)" + "bw_values, midpoints = crested.utils.extract_bigwig_values_per_bp(bigwig, coordinates)" ] }, { From 0fd99f904657a51c31d077ce1735fda04f932bc4 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Mon, 7 Oct 2024 18:19:36 +0200 Subject: [PATCH 27/39] move modisco funcs into own module --- docs/tutorials/enhancer_code_analysis.ipynb | 32 +++++----- src/crested/pl/patterns/_modisco_results.py | 2 +- src/crested/tl/__init__.py | 58 ++----------------- src/crested/tl/modisco/__init__.py | 16 +++++ .../tl/{ => modisco}/_modisco_utils.py | 5 +- src/crested/tl/{ => modisco}/_tfmodisco.py | 2 +- 6 files changed, 44 insertions(+), 71 deletions(-) create mode 100644 src/crested/tl/modisco/__init__.py rename src/crested/tl/{ => modisco}/_modisco_utils.py (98%) rename src/crested/tl/{ => modisco}/_tfmodisco.py (99%) diff --git a/docs/tutorials/enhancer_code_analysis.ipynb b/docs/tutorials/enhancer_code_analysis.ipynb index 98bbfb8d..853ec8cc 100644 --- a/docs/tutorials/enhancer_code_analysis.ipynb +++ b/docs/tutorials/enhancer_code_analysis.ipynb @@ -258,7 +258,7 @@ "outputs": [], "source": [ "# run tfmodisco on the contribution scores\n", - "crested.tl.tfmodisco(\n", + "crested.tl.modisco.tfmodisco(\n", " window=1000,\n", " output_dir=\"modisco_results4\",\n", " contrib_dir=\"modisco_results4\",\n", @@ -348,7 +348,7 @@ "outputs": [], "source": [ "# First we obtain the resulting modisco files per class\n", - "matched_files = crested.tl.match_h5_files_to_classes(\n", + "matched_files = crested.tl.modisco.match_h5_files_to_classes(\n", " contribution_dir=\"modisco_results4\", classes=list(adata.obs_names)\n", ")" ] @@ -679,14 +679,14 @@ ], "source": [ "# Then we cluster matching patterns, and define a pattern matrix [#classes, #patterns] describing their importance\n", - "all_patterns = crested.tl.process_patterns(\n", + "all_patterns = crested.tl.modisco.process_patterns(\n", " matched_files,\n", " sim_threshold=3.5, # The similarity threshold used for matching patterns. We take the -log10(pval), pval obtained through TOMTOM matching from tangermeme\n", " trim_ic_threshold=0.1, # Information content (IC) threshold on which to trim patterns\n", " discard_ic_threshold=0.2, # IC threshold used for discarding single instance patterns\n", " verbose=True, # Useful for doing sanity checks on matching patterns\n", ")\n", - "pattern_matrix = crested.tl.create_pattern_matrix(\n", + "pattern_matrix = crested.tl.modisco.create_pattern_matrix(\n", " classes=list(adata.obs_names), all_patterns=all_patterns, normalize=True\n", ")\n", "pattern_matrix.shape" @@ -716,7 +716,7 @@ } ], "source": [ - "pat_seqs = crested.tl.generate_nucleotide_sequences(all_patterns)\n", + "pat_seqs = crested.tl.modisco.generate_nucleotide_sequences(all_patterns)\n", "crested.pl.patterns.create_clustermap(\n", " pattern_matrix, list(adata.obs_names), figsize=(25, 8), pat_seqs=pat_seqs, grid=True\n", ")" @@ -747,7 +747,7 @@ ], "source": [ "%matplotlib inline\n", - "pat_seqs = crested.tl.generate_nucleotide_sequences(all_patterns)\n", + "pat_seqs = crested.tl.modisco.generate_nucleotide_sequences(all_patterns)\n", "crested.pl.patterns.create_clustermap(\n", " pattern_matrix,\n", " classes=list(adata.obs_names),\n", @@ -829,7 +829,7 @@ } ], "source": [ - "from crested.tl import pattern_similarity\n", + "from crested.tl.modisco import pattern_similarity\n", "\n", "idx1 = 1\n", "idx2 = 49\n", @@ -878,7 +878,7 @@ "metadata": {}, "outputs": [], "source": [ - "from crested.tl._tfmodisco import find_pattern\n", + "from crested.tl.modisco import find_pattern\n", "\n", "idx = find_pattern(\"L6CT_pos_patterns_4\", all_patterns)\n", "if idx is not None:\n", @@ -910,7 +910,7 @@ } ], "source": [ - "from crested.tl import calculate_similarity_matrix\n", + "from crested.tl.modisco import calculate_similarity_matrix\n", "from crested.pl.patterns import plot_similarity_heatmap\n", "\n", "sim_matrix, indices = calculate_similarity_matrix(all_patterns)\n", @@ -958,7 +958,7 @@ "source": [ "file_path = \"/home/VIB.LOCAL/niklas.kempynck/nkemp/mouse/biccn/Mouse_rna.h5ad\" # Locate h5 file containing scRNAseq data\n", "cell_type_column = \"subclass_Bakken_2022\"\n", - "mean_expression_df = crested.tl.calculate_mean_expression_per_cell_type(\n", + "mean_expression_df = crested.tl.modisco.calculate_mean_expression_per_cell_type(\n", " file_path, cell_type_column\n", ")" ] @@ -1624,9 +1624,11 @@ "\n", "classes = np.array(adata.obs_names)\n", "contribution_dir = \"modisco_results4\"\n", - "html_paths = crested.tl.generate_html_paths(all_patterns, classes, contribution_dir)\n", + "html_paths = crested.tl.modisco.generate_html_paths(\n", + " all_patterns, classes, contribution_dir\n", + ")\n", "\n", - "pattern_match_dict = crested.tl.find_pattern_matches(\n", + "pattern_match_dict = crested.tl.modisco.find_pattern_matches(\n", " all_patterns, html_paths, q_val_thr=0.1\n", ") # q_val threshold to only select significant matches\n", "print(pattern_match_dict)" @@ -1987,7 +1989,7 @@ } ], "source": [ - "motif_to_tf_df = crested.tl.read_motif_to_tf_file(\n", + "motif_to_tf_df = crested.tl.modisco.read_motif_to_tf_file(\n", " \"/data/projects/c04/cbd-saerts/nkemp/tools/Motif_collection.tsv\"\n", ")\n", "motif_to_tf_df" @@ -2029,10 +2031,10 @@ " \"Cluster_Mouse_Direct_annot\",\n", " \"Cluster_Mouse_Orthology_annot\",\n", "]\n", - "pattern_tf_dict, all_tfs = crested.tl.create_pattern_tf_dict(\n", + "pattern_tf_dict, all_tfs = crested.tl.modisco.create_pattern_tf_dict(\n", " pattern_match_dict, motif_to_tf_df, all_patterns, cols\n", ")\n", - "tf_ct_matrix, tf_pattern_annots = crested.tl.create_tf_ct_matrix(\n", + "tf_ct_matrix, tf_pattern_annots = crested.tl.modisco.create_tf_ct_matrix(\n", " pattern_tf_dict,\n", " all_patterns,\n", " mean_expression_df,\n", diff --git a/src/crested/pl/patterns/_modisco_results.py b/src/crested/pl/patterns/_modisco_results.py index 56875227..0f125a87 100644 --- a/src/crested/pl/patterns/_modisco_results.py +++ b/src/crested/pl/patterns/_modisco_results.py @@ -10,7 +10,7 @@ from scipy.cluster.hierarchy import leaves_list, linkage from crested.pl._utils import render_plot -from crested.tl._modisco_utils import ( +from crested.tl.modisco._modisco_utils import ( _pattern_to_ppm, _trim_pattern_by_ic, compute_ic, diff --git a/src/crested/tl/__init__.py b/src/crested/tl/__init__.py index f0af18f2..25796bb0 100644 --- a/src/crested/tl/__init__.py +++ b/src/crested/tl/__init__.py @@ -6,14 +6,6 @@ from ._configs import TaskConfig, default_configs from ._crested import Crested - -def _optional_function_warning(*args, **kwargs): - logger.error( - "The requested functionality requires the 'tfmodisco' package, which is not installed. " - "Please install it with `pip install crested[tfmodisco]`.", - ) - - if find_spec("modiscolite") is not None: MODISCOLITE_AVAILABLE = True else: @@ -23,38 +15,14 @@ def _optional_function_warning(*args, **kwargs): try: import modiscolite - from crested.tl._tfmodisco import ( - calculate_mean_expression_per_cell_type, - calculate_similarity_matrix, - create_pattern_matrix, - create_pattern_tf_dict, - create_tf_ct_matrix, - find_pattern_matches, - generate_html_paths, - generate_nucleotide_sequences, - match_h5_files_to_classes, - pattern_similarity, - process_patterns, - read_motif_to_tf_file, - tfmodisco, - ) + from . import modisco except ImportError as e: logger.error(f"Import error: {e}") raise else: - create_pattern_matrix = _optional_function_warning - generate_nucleotide_sequences = _optional_function_warning - match_h5_files_to_classes = _optional_function_warning - process_patterns = _optional_function_warning - tfmodisco = _optional_function_warning - calculate_similarity_matrix = _optional_function_warning - pattern_similarity = _optional_function_warning - calculate_mean_expression_per_cell_type = _optional_function_warning - generate_html_paths = _optional_function_warning - find_pattern_matches = _optional_function_warning - read_motif_to_tf_file = _optional_function_warning - create_pattern_tf_dict = _optional_function_warning - create_tf_ct_matrix = _optional_function_warning + logger.warning( + "modiscolite is not installed, 'crested.tl.modisco' module will not be available." + ) __all__ = [ @@ -68,20 +36,4 @@ def _optional_function_warning(*args, **kwargs): ] if MODISCOLITE_AVAILABLE: - __all__.extend( - [ - "calculate_similarity_matrix", - "create_pattern_matrix", - "generate_nucleotide_sequences", - "match_h5_files_to_classes", - "pattern_similarity", - "process_patterns", - "tfmodisco", - "calculate_mean_expression_per_cell_type", - "generate_html_paths", - "find_pattern_matches", - "read_motif_to_tf_file", - "create_pattern_tf_dict", - "create_tf_ct_matrix", - ] - ) + __all__.extend("modisco") diff --git a/src/crested/tl/modisco/__init__.py b/src/crested/tl/modisco/__init__.py new file mode 100644 index 00000000..1d136d60 --- /dev/null +++ b/src/crested/tl/modisco/__init__.py @@ -0,0 +1,16 @@ +from ._tfmodisco import ( + calculate_mean_expression_per_cell_type, + calculate_similarity_matrix, + create_pattern_matrix, + create_pattern_tf_dict, + create_tf_ct_matrix, + find_pattern, + find_pattern_matches, + generate_html_paths, + generate_nucleotide_sequences, + match_h5_files_to_classes, + pattern_similarity, + process_patterns, + read_motif_to_tf_file, + tfmodisco, +) diff --git a/src/crested/tl/_modisco_utils.py b/src/crested/tl/modisco/_modisco_utils.py similarity index 98% rename from src/crested/tl/_modisco_utils.py rename to src/crested/tl/modisco/_modisco_utils.py index ca095601..719bb458 100644 --- a/src/crested/tl/_modisco_utils.py +++ b/src/crested/tl/modisco/_modisco_utils.py @@ -4,7 +4,6 @@ import numpy as np import pandas as pd from loguru import logger -from tangermeme.tools import tomtom as tangermeme_tomtom def _trim_pattern_by_ic_old( @@ -402,6 +401,10 @@ def match_score_patterns(a: dict, b: dict) -> float: """ _, _, ic_a = compute_ic(a["ppm"]) _, _, ic_b = compute_ic(b["ppm"]) + try: + from tangermeme.tools import tomtom as tangermeme_tomtom + except ImportError as e: + raise ImportError("Please install tangermeme to use this function.") from e try: score = tangermeme_tomtom.tomtom(Qs=[ic_a.T], Ts=[ic_b.T])[0, 0][0] except Exception as e: # noqa: BLE001 diff --git a/src/crested/tl/_tfmodisco.py b/src/crested/tl/modisco/_tfmodisco.py similarity index 99% rename from src/crested/tl/_tfmodisco.py rename to src/crested/tl/modisco/_tfmodisco.py index 570f00cd..b16857c3 100644 --- a/src/crested/tl/_tfmodisco.py +++ b/src/crested/tl/modisco/_tfmodisco.py @@ -10,7 +10,7 @@ import pandas as pd from loguru import logger -from crested._logging import log_and_raise +from crested.utils._logging import log_and_raise from ._modisco_utils import ( _pattern_to_ppm, From 0b248fb546594a985b0ce95372dae486759ca118 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 09:46:57 +0200 Subject: [PATCH 28/39] rename id_ to pattern_id for docs --- src/crested/tl/modisco/_tfmodisco.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/crested/tl/modisco/_tfmodisco.py b/src/crested/tl/modisco/_tfmodisco.py index b16857c3..a274ef5b 100644 --- a/src/crested/tl/modisco/_tfmodisco.py +++ b/src/crested/tl/modisco/_tfmodisco.py @@ -541,13 +541,13 @@ def normalize_rows(arr: np.ndarray) -> np.ndarray: return normalized_array -def find_pattern(id_: str, pattern_dict: dict) -> int | None: +def find_pattern(pattern_id: str, pattern_dict: dict) -> int | None: """ Finds the index of a pattern by its ID. Parameters ---------- - id_ + pattern_id The ID of the pattern to find. pattern_dict A dictionary containing pattern data. @@ -557,10 +557,10 @@ def find_pattern(id_: str, pattern_dict: dict) -> int | None: The index of the pattern if found, otherwise None. """ for idx, p in enumerate(pattern_dict): - if id_ == pattern_dict[p]["pattern"]["id"]: + if pattern_id == pattern_dict[p]["pattern"]["id"]: return idx for c in pattern_dict[p]["classes"]: - if id_ == pattern_dict[p]["classes"][c]["id"]: + if pattern_id == pattern_dict[p]["classes"][c]["id"]: return idx return None From b07abe681c2a183794fb667c85a77ecf5b852b2d Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 09:48:21 +0200 Subject: [PATCH 29/39] modisco to separate module under tools --- README.md | 2 +- docs/api/tools/index.md | 24 ++++++++++++++++++++++-- docs/api/tools/modisco.md | 27 +++++++++++++++++++++++++++ pyproject.toml | 1 + 4 files changed, 51 insertions(+), 3 deletions(-) create mode 100644 docs/api/tools/modisco.md diff --git a/README.md b/README.md index e5f7dddf..960c3022 100644 --- a/README.md +++ b/README.md @@ -46,7 +46,7 @@ pip install torch pip install crested ``` -3. If you plan on doing motif analysis using the tf-modisco (lite) and tangermeme functionality inside CREsted, you will need to run the following additional install: +3. If you plan on doing motif analysis using the tf-modisco (lite) and tangermeme's tomtom functionality inside CREsted, you will need to run the following additional install: ```bash pip install crested[tfmodisco] diff --git a/docs/api/tools/index.md b/docs/api/tools/index.md index fedad79e..29b4ed61 100644 --- a/docs/api/tools/index.md +++ b/docs/api/tools/index.md @@ -14,7 +14,6 @@ default_configs ``` - ```{toctree} :maxdepth: 2 :hidden: @@ -23,6 +22,7 @@ data zoo losses metrics +modisco ``` ## Data @@ -59,4 +59,24 @@ metrics metrics.PearsonCorrelation metrics.PearsonCorrelationLog metrics.ZeroPenaltyMetric -``` \ No newline at end of file +``` + +## Modisco + +```{eval-rst} +.. autosummary:: + modisco.tfmodisco + modisco.match_h5_files_to_classes + modisco.process_patterns + modisco.create_pattern_matrix + modisco.generate_nucleotide_sequences + modisco.pattern_similarity + modisco.find_pattern + modisco.find_pattern_matches + modisco.calculate_similarity_matrix + modisco.calculate_mean_expression_per_cell_type + modisco.generate_html_paths + modisco.read_motif_to_tf_file + modisco.create_pattern_tf_dict + modisco.create_tf_ct_matrix +``` diff --git a/docs/api/tools/modisco.md b/docs/api/tools/modisco.md new file mode 100644 index 00000000..737f7c9d --- /dev/null +++ b/docs/api/tools/modisco.md @@ -0,0 +1,27 @@ +# Modisco `tl.modisco` + +Tfmodisco (utility) functions. Requires the `modisco-lite` package to be installed. + +```{eval-rst} +.. currentmodule:: crested.tl.modisco +``` + +```{eval-rst} +.. autosummary:: + :toctree: _autosummary + + tfmodisco + match_h5_files_to_classes + process_patterns + create_pattern_matrix + generate_nucleotide_sequences + pattern_similarity + find_pattern + find_pattern_matches + calculate_similarity_matrix + calculate_mean_expression_per_cell_type + generate_html_paths + read_motif_to_tf_file + create_pattern_tf_dict + create_tf_ct_matrix +``` diff --git a/pyproject.toml b/pyproject.toml index 917d618a..8719aa0f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -62,6 +62,7 @@ doc = [ "pandas", "tensorflow", "ruff", + "modisco-lite", ] test = [ "pytest", From 61bc3b9be9f2dc098fe6f9155f118786c67f42bc Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 15:20:36 +0200 Subject: [PATCH 30/39] fix some type hints & checks --- src/crested/_io.py | 13 ++++++++++--- src/crested/tl/_configs.py | 2 +- src/crested/tl/_crested.py | 3 ++- src/crested/tl/modisco/_modisco_utils.py | 4 ++-- src/crested/tl/zoo/_simple_convnet.py | 2 +- src/crested/tl/zoo/utils/_layers.py | 2 +- src/crested/utils/_logging.py | 2 +- 7 files changed, 18 insertions(+), 10 deletions(-) diff --git a/src/crested/_io.py b/src/crested/_io.py index 0ba7e7b0..44cb2f99 100644 --- a/src/crested/_io.py +++ b/src/crested/_io.py @@ -17,7 +17,7 @@ from scipy.sparse import csr_matrix -def _sort_files(filename: str): +def _sort_files(filename: PathLike): """Sorts files. Prioritizes numeric extraction from filenames of the format 'Class_X.bed' (X=int). @@ -110,7 +110,11 @@ def _read_consensus_regions( ) -> pd.DataFrame: """Read consensus regions BED file and filter out regions not within chromosomes.""" consensus_peaks = pd.read_csv( - regions_file, sep="\t", header=None, usecols=[0, 1, 2], dtype={0: str, 1: 'Int32', 2: 'Int32'} + regions_file, + sep="\t", + header=None, + usecols=[0, 1, 2], + dtype={0: str, 1: "Int32", 2: "Int32"}, ) consensus_peaks["region"] = ( consensus_peaks[0].astype(str) @@ -475,7 +479,10 @@ def import_bigwigs( df = pd.DataFrame( data_matrix, columns=consensus_peaks["region"], - index=[os.path.basename(file).rpartition('.')[0].replace('.', '_') for file in bw_files], + index=[ + os.path.basename(file).rpartition(".")[0].replace(".", "_") + for file in bw_files + ], ) # Create AnnData object diff --git a/src/crested/tl/_configs.py b/src/crested/tl/_configs.py index c6b570bb..91f944b5 100644 --- a/src/crested/tl/_configs.py +++ b/src/crested/tl/_configs.py @@ -159,7 +159,7 @@ def to_dict(self) -> dict: } -def default_configs(task: str, num_classes: int = None) -> TaskConfig: +def default_configs(task: str, num_classes: int | None = None) -> TaskConfig: """ Get default loss, optimizer, and metrics for an existing task. diff --git a/src/crested/tl/_crested.py b/src/crested/tl/_crested.py index 078d935d..a277f576 100644 --- a/src/crested/tl/_crested.py +++ b/src/crested/tl/_crested.py @@ -523,7 +523,7 @@ def test(self, return_metrics: bool = False) -> dict | None: # Log the evaluation results for metric_name, metric_value in evaluation_metrics.items(): logger.info(f"Test {metric_name}: {metric_value:.4f}") - + return None if return_metrics: return evaluation_metrics @@ -603,6 +603,7 @@ def predict( if anndata is not None and model_name is not None: logger.info(f"Adding predictions to anndata.layers[{model_name}].") anndata.layers[model_name] = predictions.T + return None else: return predictions diff --git a/src/crested/tl/modisco/_modisco_utils.py b/src/crested/tl/modisco/_modisco_utils.py index 719bb458..475fd2ee 100644 --- a/src/crested/tl/modisco/_modisco_utils.py +++ b/src/crested/tl/modisco/_modisco_utils.py @@ -10,7 +10,7 @@ def _trim_pattern_by_ic_old( pattern: dict, pos_pattern: bool, min_v: float, - background: list[float] = None, + background: list[float] | None = None, pseudocount: float = 1e-6, ) -> dict: """ @@ -141,7 +141,7 @@ def _trim(pattern: dict, start_idx: int, end_idx: int) -> dict: def _get_ic( contrib_scores: np.ndarray, pos_pattern: bool, - background: list[float] = None, + background: list[float] | None = None, ) -> np.ndarray: """ Computes the information content (IC) for the given contribution scores. diff --git a/src/crested/tl/zoo/_simple_convnet.py b/src/crested/tl/zoo/_simple_convnet.py index ed360fed..149ff6e8 100644 --- a/src/crested/tl/zoo/_simple_convnet.py +++ b/src/crested/tl/zoo/_simple_convnet.py @@ -10,7 +10,7 @@ def simple_convnet( num_classes: int, num_conv_blocks: int = 3, num_dense_blocks: int = 2, - residual: int = 0, + residual: bool = False, first_activation: str = "exponential", activation: str = "swish", output_activation: str = "softplus", diff --git a/src/crested/tl/zoo/utils/_layers.py b/src/crested/tl/zoo/utils/_layers.py index bcdcbd27..9f790d40 100644 --- a/src/crested/tl/zoo/utils/_layers.py +++ b/src/crested/tl/zoo/utils/_layers.py @@ -360,7 +360,7 @@ def dilated_residual( inputs: keras.KerasTensor, filters: int, kernel_size: int = 3, - rate_mult: int = 2, + rate_mult: float = 2.0, dropout: float = 0, conv_type: str = "standard", repeat: int = 1, diff --git a/src/crested/utils/_logging.py b/src/crested/utils/_logging.py index ad6e3119..bd81d4cb 100644 --- a/src/crested/utils/_logging.py +++ b/src/crested/utils/_logging.py @@ -32,7 +32,7 @@ def setup_logging(log_level: str = "INFO", log_file: str | None = None): ) -def log_and_raise(exception_class: Exception): +def log_and_raise(exception_class: type[Exception]): """Decorator to both log and raise exceptions.""" def decorator(func): From 25ef5443c95c0d75e6d688f72958230227697d83 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 15:43:05 +0200 Subject: [PATCH 31/39] update old function name --- docs/tutorials/enhancer_code_analysis.ipynb | 2 +- src/crested/pl/patterns/_modisco_results.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/tutorials/enhancer_code_analysis.ipynb b/docs/tutorials/enhancer_code_analysis.ipynb index 853ec8cc..fc0ba4e6 100644 --- a/docs/tutorials/enhancer_code_analysis.ipynb +++ b/docs/tutorials/enhancer_code_analysis.ipynb @@ -246,7 +246,7 @@ "source": [ "When this is done, you can run TFModisco Lite on the saved contribution scores to find motifs that are important for the classification/regression task. \n", "\n", - "You could use the tfmodisco package directly to do this, or you could use the {func}`crested.tl.tfmodisco` function which is essentially a wrapper around the tfmodisco package.\n", + "You could use the tfmodisco package directly to do this, or you could use the {func}`crested.tl.modisco.tfmodisco` function which is essentially a wrapper around the tfmodisco package.\n", "\n", "**Note that from here on, you can use contribution scores from any model trained in any framework, as this analysis just requires a set of one hot encoded sequences and contribution scores per cell type stored in the same directory.**" ] diff --git a/src/crested/pl/patterns/_modisco_results.py b/src/crested/pl/patterns/_modisco_results.py index 0f125a87..2bcf953d 100644 --- a/src/crested/pl/patterns/_modisco_results.py +++ b/src/crested/pl/patterns/_modisco_results.py @@ -80,7 +80,7 @@ def modisco_results( See Also -------- - crested.tl.tfmodisco + crested.tl.modisco.tfmodisco crested.pl.render_plot """ if background is None: From cd0328dd61bacfd00be8ff21b054fc2e5859d3a3 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 16:11:14 +0200 Subject: [PATCH 32/39] small docfixes --- docs/api/tools/index.md | 1 - docs/conf.py | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/api/tools/index.md b/docs/api/tools/index.md index 29b4ed61..5695fd1d 100644 --- a/docs/api/tools/index.md +++ b/docs/api/tools/index.md @@ -10,7 +10,6 @@ Crested TaskConfig - tfmodisco default_configs ``` diff --git a/docs/conf.py b/docs/conf.py index e5afca8a..d1da7f08 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -96,6 +96,7 @@ "anndata": ("https://anndata.readthedocs.io/en/stable/", None), "numpy": ("https://numpy.org/doc/stable/", None), "matplotlib": ("https://matplotlib.org/stable/", None), + "pandas": ("http://pandas.pydata.org/pandas-docs/stable/", None), } # List of patterns, relative to source directory, that match files and From dd2a5fee26512b6006508fa90a65c27238a910d9 Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 16:54:07 +0200 Subject: [PATCH 33/39] update locus scoring docs & remove unused 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RVLT8R3YS!6^QCY2{TCk7puhkC literal 0 HcmV?d00001 diff --git a/docs/api/plotting/hist.md b/docs/api/plotting/hist.md index eca43fff..9d823b71 100644 --- a/docs/api/plotting/hist.md +++ b/docs/api/plotting/hist.md @@ -11,4 +11,5 @@ Plots for inspecting distributions of ground truth and predictions? :toctree: _autosummary distribution + locus_scoring ``` diff --git a/docs/tutorials/model_training_and_eval.ipynb b/docs/tutorials/model_training_and_eval.ipynb index 9527c099..f067b34c 100644 --- a/docs/tutorials/model_training_and_eval.ipynb +++ b/docs/tutorials/model_training_and_eval.ipynb @@ -1480,7 +1480,6 @@ "source": [ "crested.pl.hist.locus_scoring(\n", " scores,\n", - " coordinates,\n", " (min_loc, max_loc),\n", " gene_start=start,\n", " gene_end=end,\n", diff --git a/src/crested/pl/hist/_locus_scoring.py b/src/crested/pl/hist/_locus_scoring.py index 7516f1e9..2e5ec3a2 100644 --- a/src/crested/pl/hist/_locus_scoring.py +++ b/src/crested/pl/hist/_locus_scoring.py @@ -7,15 +7,14 @@ def locus_scoring( - scores, - coordinates, - range, - gene_start=None, - gene_end=None, - title="Predictions across Genomic Regions", - bigwig_values=None, - bigwig_midpoints=None, - filename=None, + scores: np.ndarray, + range: tuple[int, int], + gene_start: int | None = None, + gene_end: int | None = None, + title: str = "Predictions across Genomic Regions", + bigwig_values: np.ndarray | None = None, + bigwig_midpoints: list[int] | None = None, + filename: str | None = None, ): """ Plot the predictions as a line chart over the entire genomic input and optionally indicate the gene locus. @@ -26,8 +25,8 @@ def locus_scoring( ---------- scores An array of prediction scores for each window. - coordinates - An array of tuples, each containing the chromosome name and the start and end positions of the sequence for each window. + range + The genomic range of the input. model_class The class index to plot from the prediction scores. gene_start @@ -40,6 +39,27 @@ def locus_scoring( A numpy array of values extracted from a bigWig file for the same coordinates. bigwig_midpoints A list of base pair positions corresponding to the bigwig_values. + filename + The filename to save the plot to. + + See Also + -------- + crested.tl.Crested.score_gene_locus + crested.utils.extract_bigwig_values_per_bp + + Example + -------- + >>> crested.pl.hist.locus_scoring( + ... scores, + ... range=(0, 1000), + ... gene_start=100, + ... gene_end=200, + ... title="Predictions across Genomic Regions", + ... bigwig_values=bigwig_values, + ... bigwig_midpoints=bigwig_midpoints, + ... ) + + .. image:: ../../../../docs/_static/img/examples/hist_locus_scoring.png """ # Plotting predictions plt.figure(figsize=(30, 10)) From 36b3974729f94dc3b2565878ed003db931be574e Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 17:25:24 +0200 Subject: [PATCH 34/39] remove plot_ from function names (redundant) and rename plot_patterns etc to selected & class_indices --- docs/api/plotting/patterns.md | 5 +++ src/crested/pl/patterns/__init__.py | 33 +++++++------- src/crested/pl/patterns/_modisco_results.py | 49 +++++++++++++-------- src/crested/tl/modisco/_tfmodisco.py | 19 +++++++- 4 files changed, 72 insertions(+), 34 deletions(-) diff --git a/docs/api/plotting/patterns.md b/docs/api/plotting/patterns.md index 51ed776d..daee9e5f 100644 --- a/docs/api/plotting/patterns.md +++ b/docs/api/plotting/patterns.md @@ -12,4 +12,9 @@ Plot contribution scores and analyze them using tfmodisco. contribution_scores modisco_results + selected_instances + class_instances + clustermap + clustermap_tf_motif + tf_expression_per_cell_type ``` diff --git a/src/crested/pl/patterns/__init__.py b/src/crested/pl/patterns/__init__.py index 1afc1b52..cd5c30f9 100644 --- a/src/crested/pl/patterns/__init__.py +++ b/src/crested/pl/patterns/__init__.py @@ -23,23 +23,25 @@ def _optional_function_warning(*args, **kwargs): # Import all necessary functions from _modisco_results from ._modisco_results import ( - create_clustermap, + class_instances, + clustermap, + clustermap_tf_motif, modisco_results, - plot_clustermap_tf_motif, - plot_pattern_instances, - plot_patterns, - plot_similarity_heatmap, + selected_instances, + similarity_heatmap, + tf_expression_per_cell_type, ) except ImportError as e: logger.error(f"Import error: {e}") raise else: - create_clustermap = _optional_function_warning + clustermap = _optional_function_warning modisco_results = _optional_function_warning - plot_patterns = _optional_function_warning - plot_similarity_heatmap = _optional_function_warning - plot_pattern_instances = _optional_function_warning - plot_clustermap_tf_motif = _optional_function_warning + selected_instances = _optional_function_warning + similarity_heatmap = _optional_function_warning + class_instances = _optional_function_warning + clustermap_tf_motif = _optional_function_warning + tf_expression_per_cell_type = _optional_function_warning # Export these functions for public use __all__ = [ @@ -49,11 +51,12 @@ def _optional_function_warning(*args, **kwargs): if MODISCOLITE_AVAILABLE: __all__.extend( [ - "create_clustermap", + "clustermap", "modisco_results", - "plot_patterns", - "plot_similarity_heatmap", - "plot_pattern_instances", - "plot_clustermap_tf_motif", + "class_instances", + "similarity_heatmap", + "selected_instances", + "clustermap_tf_motif", + "tf_expression_per_cell_type", ] ) diff --git a/src/crested/pl/patterns/_modisco_results.py b/src/crested/pl/patterns/_modisco_results.py index 2bcf953d..cc03453f 100644 --- a/src/crested/pl/patterns/_modisco_results.py +++ b/src/crested/pl/patterns/_modisco_results.py @@ -192,13 +192,12 @@ def modisco_results( return render_plot(fig, **kwargs) -def create_clustermap( +def clustermap( pattern_matrix: np.ndarray, classes: list[str], subset: list[str] | None = None, # Subset option figsize: tuple[int, int] = (25, 8), grid: bool = False, - color_palette: str | list[str] = "hsv", cmap: str = "coolwarm", center: float = 0, method: str = "average", @@ -221,8 +220,6 @@ def create_clustermap( Size of the figure. grid : bool, optional Whether to add a grid to the heatmap. - color_palette : str or list[str], optional - Color palette for the row colors. cmap : str, optional Colormap for the clustermap. center : float, optional @@ -235,6 +232,10 @@ def create_clustermap( Path to save the figure. pat_seqs : list[tuple[str, np.ndarray]], optional List of sequences to use as xticklabels. + + See Also + -------- + crested.tl.modisco.create_pattern_matrix """ # Subset the pattern_matrix and classes if subset is provided if subset is not None: @@ -338,16 +339,21 @@ def create_clustermap( plt.show() -def plot_patterns(pattern_dict: dict, idcs: list[int]) -> None: +def selected_instances(pattern_dict: dict, idcs: list[int]) -> None: """ Plots the patterns specified by the indices in `idcs` from the `pattern_dict`. Parameters ---------- pattern_dict - A dictionary containing pattern data. + A dictionary containing pattern data. Each key corresponds to a pattern ID, and the value is a nested structure containing + contribution scores and metadata for the pattern. idcs - A list of indices specifying which patterns to plot. + A list of indices specifying which patterns to plot. The indices correspond to keys in the `pattern_dict`. + + See Also + -------- + crested.tl.modisco.process_patterns """ figure, axes = plt.subplots(nrows=len(idcs), ncols=1, figsize=(8, 2 * len(idcs))) if len(idcs) == 1: @@ -366,20 +372,27 @@ def plot_patterns(pattern_dict: dict, idcs: list[int]) -> None: plt.show() -def plot_pattern_instances( +def class_instances( pattern_dict: dict, idx: int, class_representative: bool = False ) -> None: """ - Plots all the pattern instances clustered together in the pattern dictionary for a given pattern index. + Plots instances of a specific pattern, either the representative pattern per class or all instances for a given pattern index. Parameters ---------- - pattern_dict - A dictionary containing pattern data. - idcs - Index specifying from which pattern the instances to plot. - class_representative - Boolean to plot the best pattern per class, or all instances of a pattern in the same class if there would be multiple instances in one class. Default False. + pattern_dict : dict + A dictionary containing pattern data. Each key corresponds to a pattern ID, and each value contains instances of the pattern + across different classes, along with their contribution scores. + idx : int + The index specifying which pattern's instances to plot. This corresponds to a key in the `pattern_dict`. + class_representative : bool, optional + If True, only the best representative instance of each class is plotted. If False (default), all instances of the pattern + within each class are plotted. + + Notes + ----- + - This function generates a plot for either the best pattern per class or all instances of a pattern. + - The contribution scores for each instance are visualized as attribution maps. """ if class_representative: key = "classes" @@ -407,7 +420,7 @@ def plot_pattern_instances( plt.show() -def plot_similarity_heatmap( +def similarity_heatmap( similarity_matrix: np.ndarray, indices: list, fig_size: tuple[int, int] = (30, 15), @@ -453,7 +466,7 @@ def plot_similarity_heatmap( plt.show() -def plot_tf_expression_per_cell_type( +def tf_expression_per_cell_type( df: pd.DataFrame, tf_list: list, log_transform: bool = False, @@ -498,7 +511,7 @@ def plot_tf_expression_per_cell_type( plt.show() -def plot_clustermap_tf_motif( +def clustermap_tf_motif( data: np.ndarray, cluster_on_dim: str = "gex", class_labels: None | list[str] = None, diff --git a/src/crested/tl/modisco/_tfmodisco.py b/src/crested/tl/modisco/_tfmodisco.py index a274ef5b..bf78d18d 100644 --- a/src/crested/tl/modisco/_tfmodisco.py +++ b/src/crested/tl/modisco/_tfmodisco.py @@ -578,6 +578,10 @@ def match_h5_files_to_classes( classes list of class names to match against file names. + See Also + -------- + crested.tl.modisco.tfmodisco + Returns ------- A dictionary where keys are class names and values are paths to the corresponding .h5 files if matched, None otherwise. @@ -597,7 +601,7 @@ def match_h5_files_to_classes( def process_patterns( matched_files: dict[str, str | list[str] | None], - sim_threshold: float = 3, + sim_threshold: float = 3.0, trim_ic_threshold: float = 0.1, discard_ic_threshold: float = 0.1, verbose: bool = False, @@ -618,6 +622,10 @@ def process_patterns( verbose Flag to enable verbose output. + See Also + -------- + crested.tl.modisco.match_h5_files_to_classes + Returns ------- All processed patterns with metadata. @@ -705,6 +713,11 @@ def create_pattern_matrix( normalize Flag to indicate whether to normalize the rows of the matrix. + See Also + -------- + crested.tl.modisco.process_patterns + crested.pl.patterns.clustermap + Returns ------- The resulting pattern matrix, optionally normalized. @@ -762,6 +775,10 @@ def generate_nucleotide_sequences(all_patterns: dict) -> list[tuple[str, np.ndar all_patterns dictionary containing pattern data. + See Also + -------- + crested.tl.modisco.process_patterns + Returns ------- list of tuples containing sequences and their normalized heights. From 3ab9031333f20691761fd01125b5d0a7dc7ca81c Mon Sep 17 00:00:00 2001 From: LukasMahieu Date: Tue, 8 Oct 2024 17:34:12 +0200 Subject: [PATCH 35/39] fix seaborn return type --- docs/conf.py | 2 ++ src/crested/pl/patterns/_modisco_results.py | 33 +++++++++------------ 2 files changed, 16 insertions(+), 19 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index d1da7f08..c9cfc210 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -97,6 +97,7 @@ "numpy": ("https://numpy.org/doc/stable/", None), "matplotlib": ("https://matplotlib.org/stable/", None), "pandas": ("http://pandas.pydata.org/pandas-docs/stable/", None), + "seaborn": ("https://seaborn.pydata.org/", None), } # List of patterns, relative to source directory, that match files and @@ -138,6 +139,7 @@ ("py:class", "keras.metrics.Metric"), ("py:class", "keras.src.losses.loss.Loss"), ("py:class", "keras.src.metrics.metric.Metric"), + ("py:class", "seaborn.matrix.ClusterGrid"), ] suppress_warnings = [ diff --git a/src/crested/pl/patterns/_modisco_results.py b/src/crested/pl/patterns/_modisco_results.py index cc03453f..15e67129 100644 --- a/src/crested/pl/patterns/_modisco_results.py +++ b/src/crested/pl/patterns/_modisco_results.py @@ -210,27 +210,27 @@ def clustermap( Parameters ---------- - pattern_matrix : np.ndarray + pattern_matrix 2D NumPy array containing pattern data. - classes : list[str] + classes List of class labels, matching the rows of the pattern matrix. - subset : list[str], optional + subset List of class labels to subset the matrix. - figsize : tuple[int, int], optional + figsize Size of the figure. - grid : bool, optional + grid Whether to add a grid to the heatmap. - cmap : str, optional + cmap Colormap for the clustermap. - center : float, optional + center Value at which to center the colormap. - method : str, optional + method Clustering method to use. - dy: float, optional + dy Scaling parameter for vertical distance between nucleotides (if pat_seqs is not None) in xticklabels. - fig_path : str, optional + fig_path Path to save the figure. - pat_seqs : list[tuple[str, np.ndarray]], optional + pat_seqs List of sequences to use as xticklabels. See Also @@ -380,19 +380,14 @@ def class_instances( Parameters ---------- - pattern_dict : dict + pattern_dict A dictionary containing pattern data. Each key corresponds to a pattern ID, and each value contains instances of the pattern across different classes, along with their contribution scores. - idx : int + idx The index specifying which pattern's instances to plot. This corresponds to a key in the `pattern_dict`. - class_representative : bool, optional + class_representative If True, only the best representative instance of each class is plotted. If False (default), all instances of the pattern within each class are plotted. - - Notes - ----- - - This function generates a plot for either the best pattern per class or all instances of a pattern. - - The contribution scores for each instance are visualized as attribution maps. 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