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z=r#K6fHUg(!1*#ZC!Cc0GpqFD}{ZdyNEq7rSxb&Qj0u@lnK+ZN_Ejv}hu1?;1g& zDKoMj`O*3@tNoqlk0R4$B6u^YuQ2sYq9v@pF(Q%1YS;NdVxJGw1wjx;+aGVFr>|Q; zgBJ?%ERV~>VZ*tH29YW;!;$F-hXdG1k5vE*wRexiK3}L7oRYjH7T2{0+Dxf9jN2_# z6I5N+Pgit!F45@Gt0dG(c+NRrenV4@`3!-GZT2bhkaom? z|AqZyuLr;A{FhKw_*%V&Z?yZkCBisc0kSLB|N8j57GMPZ6H(w|C`nZ$vo`0$txa0q~kdc}8O<5f;7Z)7X z&5b}8G;<_*g6a2dJdv&}4YnYVJ?W-^5wb8jn7kq!DUXnW%OYi9vT{&aI1+qI{I>!6 zByalXLb{o^B*4zMu@py70v7E3uc1g;Iaw&(DkHKx-pl^?B>xouOM~8I>VY`Av#zWPr~obir|L-jqyaG{^mF{`nti8nzdA`XWl!ccI8A`yp_!>Zc;+vaPJV>l+NqcaX-(Pv?a zEK$!g5)H*WGR92a1II2agq~$N9^*p5eCGqlUSlnE7NI?7y)-4Mo|SUp3Epgq$wCn% zEyXT6`f&K6c`fn2?n4sT#EX55JCx4vv;v5J3GDt}eGFIdaCNwm-P?wJY>rYI<%emg zxFUR6fwmuwU%Oix)rj$CX_vcO>h}l%HmNytO=JxJj> Date: Thu, 15 Aug 2024 11:40:36 +0800 Subject: [PATCH 2/8] support rank infer and update readme --- apps/protein_folding/helixfold3/README.md | 163 ++++++++++++------- apps/protein_folding/helixfold3/inference.py | 10 +- apps/protein_folding/helixfold3/run_infer.sh | 13 +- apps/protein_folding/helixfold3/setup_env.sh | 2 +- 4 files changed, 118 insertions(+), 70 deletions(-) diff --git a/apps/protein_folding/helixfold3/README.md b/apps/protein_folding/helixfold3/README.md index 95ace899..c26b0604 100644 --- a/apps/protein_folding/helixfold3/README.md +++ b/apps/protein_folding/helixfold3/README.md @@ -1,7 +1,8 @@ -# [HelixFold3](./Report_HelixFold3.pdf): An Implementation of [AlphaFold 3](https://doi.org/10.1038/s41586-024-07487-w) using [PaddlePaddle](https://github.com/paddlepaddle/paddle) +# Biomolecular Structure Prediction with [HelixFold3](./Report_HelixFold3.pdf): Replicating the Capabilities of [AlphaFold3](https://doi.org/10.1038/s41586-024-07487-w) -The AlphaFold series has transformed protein structure prediction with remarkable accuracy, often matching experimental methods. While [AlphaFold2](https://doi.org/10.1038/s41586-021-03819-2) and [AlphaFold-Multimer](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1) are open-sourced, facilitating rapid and reliable predictions, [AlphaFold3](https://www.nature.com/articles/s41586-024-07487-w) remains partially accessible through a limited [online server](https://alphafoldserver.com/about) and has not been open-sourced, restricting further development. -To address these challenges, the PaddleHelix team is developing [HelixFold3](./Report_HelixFold3.pdf), aiming to replicate AlphaFold3’s capabilities. Leveraging insights from previous models and extensive datasets, HelixFold3 achieves accuracy comparable to AlphaFold3 in predicting the structure of conventional ligands, nucleic acids, and proteins. Please refer to [here](FIXME) for more details on the capabilities of HelixFold3. +The AlphaFold series has transformed protein structure prediction with remarkable accuracy, often matching experimental methods. While AlphaFold2 and AlphaFold-Multimer are open-sourced, facilitating rapid and reliable predictions, AlphaFold3 remains partially accessible and has not been open-sourced, restricting further development. + +The PaddleHelix team is working on [HelixFold3](./Report_HelixFold3.pdf) to replicate the advanced capabilities of AlphaFold3. Insights from the AlphaFold3 paper inform our approach and build on our prior work with [HelixFold](https://arxiv.org/abs/2207.05477), [HelixFold-Single](https://arxiv.org/abs/2207.13921), [HelixFold-Multimer](https://arxiv.org/abs/2404.10260), and [HelixDock](https://doi.org/10.1038/s42256-023-00721-6). Currently, HelixFold3's accuracy in predicting the structures of small molecule ligands, nucleic acids (including DNA and RNA), and proteins is comparable to that of AlphaFold3. We are committed to continuously enhancing the model's performance and rigorously evaluating it across a broader range of biological molecules.

@@ -13,57 +14,67 @@ To address these challenges, the PaddleHelix team is developing [HelixFold3](./R ## HelixFold3 Inference ### Environment +Specific environment settings are required to reproduce the results reported in this repo. -To reproduce the results reported in this repo, specific environment settings are required as below. - -- python: 3.7 -- cuda: 12.0 -- cudnn: 8.4.0 -- nccl: 2.14.3 +* Python: 3.9 +* CUDA: 12.0 +* CuDNN: 8.4.0 +* NCCL: 2.14.3 +* Paddle: 2.6.1 ### Installation -HelixFold3 depends on [PaddlePaddle](https://github.com/paddlepaddle/paddle). -Python dependencies available through `pip` is provided in `requirements.txt`. -HelixFold3 also depends on `openmm==7.5.1` and `pdbfixer`, which are only available via `conda`. -For producing multiple sequence alignments, `kalign`, the [HH-suite](https://github.com/soedinglab/hh-suite) and `jackhmmer` are also needed. The download scripts require `aria2c`. +HelixFold3 depends on [PaddlePaddle](https://github.com/paddlepaddle/paddle). Python dependencies available through `pip` is provided in `requirements.txt`. `kalign`, the [`HH-suite`](https://github.com/soedinglab/hh-suite) and `jackhmmer` are also needed to produce multiple sequence alignments. The download scripts require `aria2c`. -We provide a script `setup_env.sh` that setup a `conda` environment and installs all dependencies. The name of the environment and CUDA version can be modified in `setup_env.sh`. Locate to the directory of `helixfold` and run: +We provide a script `setup_env.sh` that sets up a `conda` environment and installs all dependencies. The name of the environment and CUDA version can be modified in `setup_env.sh`. Locate to the directory of `helixfold` and change the python path to your python path in `setup_env.sh` for line 16-17 ```bash -sh setup_env +# setup_env.sh line 16-17 +/PATH/TO/PYTHON/BIN -m pip ... +``` + +then run: + +```bash +sh setup_env.sh # activate the conda environment conda activate helixfold # install paddlepaddle -wget https://paddle-wheel.bj.bcebos.com/2.5.1/linux/linux-gpu-cuda11.7-cudnn8.4.1-mkl-gcc8.2-avx/paddlepaddle_gpu-2.5.1.post117-cp37-cp37m-linux_x86_64.whl -pip install paddlepaddle_gpu-2.5.1.post117-cp37-cp37m-linux_x86_64.whl +python3 -m pip install paddlepaddle-gpu==2.6.1.post120 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html ``` + Note: If you have a different version of python3 and cuda, please refer to [here](https://www.paddlepaddle.org.cn/whl/linux/gpu/develop.html) for the compatible PaddlePaddle `dev` package. + +#### Install Maxit +The conversion between `.cif` and `.pdb` relies on [Maxit](https://sw-tools.rcsb.org/apps/MAXIT/index.html). Download Maxit source code from https://sw-tools.rcsb.org/apps/MAXIT/maxit-v11.100-prod-src.tar.gz. Untar and follow its `README` to complete installation. + ### Usage In order to run HelixFold3, the genetic databases and model parameters are required. -The parameters of HelixFold3 can be downloaded [here](FIXME), please place the downloaded checkpoint in ```./init_models/ ```directory. +The parameters of HelixFold3 can be downloaded [here](https://paddlehelix.bd.bcebos.com/HelixFold3/params/HelixFold3-params-240814.zip), +please place the downloaded checkpoint in ```./init_models/ ```directory. The script `scripts/download_all_data.sh` can be used to download and set up all genetic databases with the following configs: -* Default: +* By default: ```bash - scripts/download_all_data.sh + scripts/download_all_data.sh ./data ``` - will download the full databases. The total download size for the full databases is around 415 GB and the total size when unzipped is 2.2 TB. + will download the complete databases. The total download size for the complete databases is around 415 GB, + and the total size when unzipped is 2.2 TB. * With `reduced_dbs`: ```bash - scripts/download_all_data.sh reduced_dbs + scripts/download_all_data.sh ./data reduced_dbs ``` - will download a reduced version of the databases to be used with the - `reduced_dbs` preset. The total download size for the reduced databases is around 190 GB and the total size when unzipped is around 530 GB. + will download a reduced version of the databases to be used with the `reduced_dbs` preset. The total download + size for the reduced databases is around 190 GB, and the total unzipped size is around 530 GB. #### Running HelixFold for Inference To run inference on a sequence or multiple sequences using HelixFold3's pretrained parameters, run e.g.: @@ -71,15 +82,16 @@ To run inference on a sequence or multiple sequences using HelixFold3's pretrain ``` sh run_infer.sh ``` -The descriptions of the output files are as follows. -``` + +The script is as follows, +```bash #!/bin/bash PYTHON_BIN="PATH/TO/YOUR/PYTHON" ENV_BIN="PATH/TO/YOUR/ENV" MAXIT_BIN="PATH/TO/MAXIT/SRC" DATA_DIR="PATH/TO/DATA" -export PATH="$MAXIT_BIN/hin:$PATH" +export PATH="$MAXIT_BIN/bin:$PATH" CUDA_VISIBLE_DEVICES=0 "$PYTHON_BIN" inference.py \ --maxit_binary "$MAXIT_BIN/bin/maxit" \ @@ -111,20 +123,24 @@ CUDA_VISIBLE_DEVICES=0 "$PYTHON_BIN" inference.py \ --precision "bf16" \ --no_msa_templ_feats # comment it to enable MSA searching ``` -* replace MAXIT_SRC by your installed maxit's root path. -* replace DATA_DIR by your downloaded data path. -* replace ENV_BIN by your conda virtual environment or any environment wherehhblits, hmmsearch and other dependencies have installed. -* --preset set reduced_dbsto use small bfd or full_dbsto use full bfd. -* --*_database_pathpath to dataset you have downloaded. -* --input_jsoninput data in the form of JSON. Input pattern in ./data/demo_*.json for your reference. -* --outputmodel output path. The output will be in a folder named with the same as your --input_json under this path. -* --model_namemodel name in helixfold/model/config.py. Different model names specify different configurations. Mirro modification to configuration can be specified in CONFIG_DIFFS without change to full configuration in CONFIG_ALLATOM. -* --infer_timeThe number of inferences executed by model for single input. -* --no_msa_templ_feats Inference without MSA and template features. -Understanding Model Output -The outputs will be in a subfolder of output_dir. They - include the computed MSAs, predict structures, ranked, and evaluation metric. For a rank-3-infer-2 task, assume your input json named demo_data.json, the -output_dir directory will have the following structure: +The descriptions of the above script are as follows: +* Replace `MAXIT_SRC` with your installed maxit's root path. +* Replace `DATA_DIR` with your downloaded data path. +* Replace `ENV_BIN` with your conda virtual environment or any environment where `hhblits`, `hmmsearch` and other dependencies have been installed. +* `--preset` - Set `'reduced_dbs'` to use small bfd or `'full_dbs'` to use full bfd. +* `--*_database_path` - Path to datasets you have downloaded. +* `--input_json` - Input data in the form of JSON. Input pattern in `./data/demo_*.json` for your reference. +* `--output_dir` - Model output path. The output will be in a folder named the same as your `--input_json` under this path. +* `--model_name` - Model name in `./helixfold/model/config.py`. Different model names specify different configurations. Mirro modification to configuration can be specified in `CONFIG_DIFFS` in the `config.py` without change to the full configuration in `CONFIG_ALLATOM`. +* `--infer_time` - The number of inferences executed by model for single input. In each inference, the model will infer `5` times (`diff_batch_size`) for the same input by default. This hyperparameter can be changed by `model.head.diffusion_module.test_diff_batch_size` within `./helixfold/model/config.py` +* `--no_msa_templ_feats` - Inference without MSA and template features. + +### Understanding Model Output + +The outputs will be in a subfolder of `output_dir`, including the computed MSAs, predicted structures, +ranked structures, and evaluation metrics. For a task of inferring twice with diffusion batch size 3, +assume your input JSON is named `demo_data.json`, the `output_dir` directory will have the following structure: + ``` / └── demo_data/ @@ -139,41 +155,61 @@ output_dir directory will have the following structure: ├── demo_data-pred-2-3/ | ├── demo_data-rank[1-6]/ - │ ├── predicted_structure.pdb - │ └── predicted_structure.cif - │ ├── all_results.json + │ ├── all_results.json + | ├── predicted_structure.pdb + │ └── predicted_structure.cif | - ├── features.pkl + ├── final_features.pkl └── msas/ - ├── bfd_uniclust_hits.a3m - ├── mgnify_hits.sto - └── uniref90_hits.sto + ├── ... + └── ... + ``` The contents of each output file are as follows: -* features.pkl – A pickle file containing the input feature NumPy arrays -used by the models to produce the structures. -* msas/ - A directory containing the files describing the various genetic -tool hits that were used to construct the input MSA. +* `final_features.pkl` – A `pickle` file containing the input feature NumPy arrays + used by the models to predict the structures. +* `msas/` - A directory containing the files describing the various genetic + tool hits that were used to construct the input MSA. +* `demo_data-pred-X-Y` - Prediction results of `demo_data.json` in X-th inference and Y-thdiffusion batch, +including predicted structures in `cif` or `pdb` and a JSON file containing all metrics' results. +* `demo_data-rank*` - Ranked results of a series of predictions according to metrics. ## Copyright -HelixFold3's code and model parameters are available under the (FIXME CC) License for non-commercial use by individuals or non-commercial organizations only. Please check the details in (FIXME ./LICENSE) brefore using HelixFold3. +HelixFold3's code and model parameters are available under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-nc-sa/4.0/), license for non-commercial use by individuals or non-commercial organizations only. Please check the details in [LICENSE](./LICENSE) before using HelixFold3. ## Reference -[1] Abramson, J et al. (2024). Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature -630, 493–500. 10.1038/s41586-024-07487-w +[1] Abramson, J et al. (2024). Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature 630, 493–500. 10.1038/s41586-024-07487-w + +[2] Jumper J, Evans R, Pritzel A, et al. (2021). Highly accurate protein structure prediction with AlphaFold. Nature 577 (7792), 583–589. 10.1038/s41586-021-03819-2. + +[3] Evans, R. et al. (2022). Protein complex prediction with AlphaFold-Multimer. Preprint at bioRxiv https://doi.org/10.1101/2021.10.04.463034 -[2] Jumper J, Evans R, Pritzel A, et al. (2021). Highly accurate protein structure prediction with AlphaFold. Nature -577 (7792), 583–589. 10.1038/s41586-021-03819-2. +[4] Guoxia Wang, Xiaomin Fang, Zhihua Wu, Yiqun Liu, Yang Xue, Yingfei Xiang, Dianhai Yu, Fan Wang, +and Yanjun Ma. Helixfold: An efficient implementation of alphafold2 using paddlepaddle. arXiv preprint +arXiv:2207.05477, 2022 + +[5] Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Kunrui Zhu, Xiaonan Zhang, +Hua Wu, Hui Li, et al. A method for multiple-sequence-alignment-free protein structure prediction using a protein +language model. Nature Machine Intelligence, 5(10):1087–1096, 2023 + +[6] Xiaomin Fang, Jie Gao, Jing Hu, Lihang Liu, Yang Xue, Xiaonan Zhang, and Kunrui Zhu. Helixfold-multimer: +Elevating protein complex structure prediction to new heights. arXiv preprint arXiv:2404.10260, 2024. + +[7] Lihang Liu, Donglong He, Xianbin Ye, Shanzhuo Zhang, Xiaonan Zhang, Jingbo Zhou, Jun Li, Hua Chai, Fan +Wang, Jingzhou He, et al. Pre-training on large-scale generated docking conformations with helixdock to unlock +the potential of protein-ligand structure prediction models. arXiv preprint arXiv:2310.13913, 2023. ## Citation -If you use the code or data in this repos, please cite: +If you use the code, data, or checkpoints in this repo, please cite the following: ```bibtex -@article{ - FIXME ./Report_HelixFold3.pdf +@article{helixfold3, + title={Technical Report of HelixFold3 for Biomolecular Structure Prediction}, + author={PaddleHelix Team}, + year={2024} } @article{wang2022helixfold, @@ -182,4 +218,11 @@ If you use the code or data in this repos, please cite: journal={arXiv preprint arXiv:2207.05477}, year={2022} } + +@article{wang2022efficient_alphafold2, + title={Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism}, + author={Wang, Guoxia and Wu, Zhihua and Fang, Xiaomin and Xiang, Yingfei and Liu, Yiqun and Yu, Dianhai and Ma, Yanjun}, + journal={arXiv preprint arXiv:2211.00235}, + year={2022} +} ``` diff --git a/apps/protein_folding/helixfold3/inference.py b/apps/protein_folding/helixfold3/inference.py index 1aa4bafe..bb3e7bd8 100644 --- a/apps/protein_folding/helixfold3/inference.py +++ b/apps/protein_folding/helixfold3/inference.py @@ -517,12 +517,15 @@ def main(args): print(f"============ Start Inference ============") infer_times = args.infer_times - diff_batch_size = model_config.model.heads.diffusion_module.test_diff_batch_size - logger.info(f'Inference {infer_times} Times...\n') + if args.diff_batch_size > 0: + model_config.model.heads.diffusion_module.test_diff_batch_size = args.diff_batch_size + diff_batch_size = model_config.model.heads.diffusion_module.test_diff_batch_size + logger.info(f'Inference {infer_times} Times...') + logger.info(f" diffusion batch size {diff_batch_size}...\n") all_pred_path = [] for infer_id in range(infer_times): - logger.info(f'Start {infer_id}-th inference, rank {diff_batch_size}...\n') + logger.info(f'Start {infer_id}-th inference...\n') prediction = eval(args, model, feature_dict) # save result @@ -553,6 +556,7 @@ def main(args): parser.add_argument("--precision", type=str, choices=['fp32', 'bf16'], default='fp32') parser.add_argument("--amp_level", type=str, default='O1') parser.add_argument("--infer_times", type=int, default=1) + parser.add_argument("--diff_batch_size", type=int, default=-1) parser.add_argument('--input_json', type=str, default=None, required=True, help='Paths to json file, each containing ' diff --git a/apps/protein_folding/helixfold3/run_infer.sh b/apps/protein_folding/helixfold3/run_infer.sh index 5aaf7d62..a471012c 100644 --- a/apps/protein_folding/helixfold3/run_infer.sh +++ b/apps/protein_folding/helixfold3/run_infer.sh @@ -1,8 +1,8 @@ #!/bin/bash -PYTHON_BIN="/usr/bin/python3" -ENV_BIN="/root/miniconda3/bin" -MAXIT_SRC="/PATH/TO/MAXIT/SRC" #FIXME +PYTHON_BIN="/usr/bin/python3" # changes to your python +ENV_BIN="/root/miniconda3/bin" # change to your env +MAXIT_SRC="PATH/TO/MAXIT/SRC" # changes to your MAXIT DATA_DIR="./data" export PATH="$MAXIT_SRC/bin:$PATH" @@ -26,12 +26,13 @@ CUDA_VISIBLE_DEVICES=0 "$PYTHON_BIN" inference.py \ --template_mmcif_dir "$DATA_DIR/pdb_mmcif/mmcif_files" \ --obsolete_pdbs_path "$DATA_DIR/pdb_mmcif/obsolete.dat" \ --ccd_preprocessed_path "$DATA_DIR/ccd_preprocessed_etkdg.pkl.gz" \ - --rfam_database_path "$DATA_DIR/RNA_MSA_databases/Rfam-14.9_rep_seq.fasta" \ + --rfam_database_path "$DATA_DIR/Rfam-14.9_rep_seq.fasta" \ --max_template_date=2020-05-14 \ --input_json data/demo_6zcy.json \ --output_dir ./output \ --model_name allatom_demo \ - --init_model init_models/helixfold_aa_init_model.pdparams \ - --infer_times 3 \ + --init_model init_models/HelixFold3-params-240814.zip \ + --infer_times 1 \ + --diff_batch_size 1 \ --precision "bf16" \ --no_msa_templ_feats # comment it to enable MSA searching \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/setup_env.sh b/apps/protein_folding/helixfold3/setup_env.sh index 652644ec..8faf518e 100644 --- a/apps/protein_folding/helixfold3/setup_env.sh +++ b/apps/protein_folding/helixfold3/setup_env.sh @@ -1,7 +1,7 @@ #!/bin/bash ENV_NAME='helixfold' -CUDA=12.0 #TODO +CUDA=12.0 # Install py env conda update -qy conda \ From 85eb34f5ab89890da5367ce38f8eb8dbc1ceefd2 Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 11:58:55 +0800 Subject: [PATCH 3/8] fix bugs --- apps/protein_folding/helixfold3/README.md | 5 ++++- .../helixfold3/helixfold/data/templates_quat_affine.py | 2 +- apps/protein_folding/helixfold3/infer_scripts/preprocess.py | 2 +- apps/protein_folding/helixfold3/requirements.txt | 2 +- apps/protein_folding/helixfold3/run_infer.sh | 1 + 5 files changed, 8 insertions(+), 4 deletions(-) diff --git a/apps/protein_folding/helixfold3/README.md b/apps/protein_folding/helixfold3/README.md index c26b0604..fdd7d65a 100644 --- a/apps/protein_folding/helixfold3/README.md +++ b/apps/protein_folding/helixfold3/README.md @@ -14,7 +14,7 @@ The PaddleHelix team is working on [HelixFold3](./Report_HelixFold3.pdf) to repl ## HelixFold3 Inference ### Environment -Specific environment settings are required to reproduce the results reported in this repo. +Specific environment settings are required to reproduce the results reported in this repo, * Python: 3.9 * CUDA: 12.0 @@ -22,6 +22,8 @@ Specific environment settings are required to reproduce the results reported in * NCCL: 2.14.3 * Paddle: 2.6.1 +Those settings are recommended as they are the same as we used in our inference experiments. + ### Installation HelixFold3 depends on [PaddlePaddle](https://github.com/paddlepaddle/paddle). Python dependencies available through `pip` is provided in `requirements.txt`. `kalign`, the [`HH-suite`](https://github.com/soedinglab/hh-suite) and `jackhmmer` are also needed to produce multiple sequence alignments. The download scripts require `aria2c`. @@ -91,6 +93,7 @@ PYTHON_BIN="PATH/TO/YOUR/PYTHON" ENV_BIN="PATH/TO/YOUR/ENV" MAXIT_BIN="PATH/TO/MAXIT/SRC" DATA_DIR="PATH/TO/DATA" +export OBABEL_BIN="PATH/TO/OBABEL/BIN" export PATH="$MAXIT_BIN/bin:$PATH" CUDA_VISIBLE_DEVICES=0 "$PYTHON_BIN" inference.py \ diff --git a/apps/protein_folding/helixfold3/helixfold/data/templates_quat_affine.py b/apps/protein_folding/helixfold3/helixfold/data/templates_quat_affine.py index 894107cf..034fbd89 100644 --- a/apps/protein_folding/helixfold3/helixfold/data/templates_quat_affine.py +++ b/apps/protein_folding/helixfold3/helixfold/data/templates_quat_affine.py @@ -303,7 +303,7 @@ def invert_point(self, transformed_point, extra_dims=0): transformed_point[1] - translation[..., 1], transformed_point[2] - translation[..., 2]] - return apply_inverse_rot_to_vec(rotation, rot_point)O + return apply_inverse_rot_to_vec(rotation, rot_point) ######Paddle Implementation diff --git a/apps/protein_folding/helixfold3/infer_scripts/preprocess.py b/apps/protein_folding/helixfold3/infer_scripts/preprocess.py index a2b142e8..41cd44ac 100644 --- a/apps/protein_folding/helixfold3/infer_scripts/preprocess.py +++ b/apps/protein_folding/helixfold3/infer_scripts/preprocess.py @@ -52,7 +52,7 @@ 3: 'Unknown error.' } -OBABEL_BIN = os.getenv('OBABEL_BIN', '/root/paddlejob/workspace/output/yangpan/program_files/anaconda3/bin/conda') +OBABEL_BIN = os.getenv('OBABEL_BIN') if not os.path.exists(OBABEL_BIN): raise FileNotFoundError(f'Cannot find obabel binary at {OBABEL_BIN}.') diff --git a/apps/protein_folding/helixfold3/requirements.txt b/apps/protein_folding/helixfold3/requirements.txt index 27a2f375..7a61d078 100644 --- a/apps/protein_folding/helixfold3/requirements.txt +++ b/apps/protein_folding/helixfold3/requirements.txt @@ -9,6 +9,6 @@ jax==0.2.14 ml-collections==0.1.0 numpy==1.19.5 pandas==1.3.4 -scipy==1.7.0 +scipy==1.9.0 rdkit-pypi==2022.9.5 posebusters \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/run_infer.sh b/apps/protein_folding/helixfold3/run_infer.sh index a471012c..79286f1d 100644 --- a/apps/protein_folding/helixfold3/run_infer.sh +++ b/apps/protein_folding/helixfold3/run_infer.sh @@ -3,6 +3,7 @@ PYTHON_BIN="/usr/bin/python3" # changes to your python ENV_BIN="/root/miniconda3/bin" # change to your env MAXIT_SRC="PATH/TO/MAXIT/SRC" # changes to your MAXIT +export OBABEL_BIN="PATH/TO/OBABEL/BIN" # changes to your openbabel DATA_DIR="./data" export PATH="$MAXIT_SRC/bin:$PATH" From c64248d74ae85728f030e886c6cffed957c95fb5 Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 12:03:05 +0800 Subject: [PATCH 4/8] udpate requirements --- apps/protein_folding/helixfold3/requirements.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/apps/protein_folding/helixfold3/requirements.txt b/apps/protein_folding/helixfold3/requirements.txt index 7a61d078..660e43c1 100644 --- a/apps/protein_folding/helixfold3/requirements.txt +++ b/apps/protein_folding/helixfold3/requirements.txt @@ -7,7 +7,6 @@ docker==5.0.0 immutabledict==2.0.0 jax==0.2.14 ml-collections==0.1.0 -numpy==1.19.5 pandas==1.3.4 scipy==1.9.0 rdkit-pypi==2022.9.5 From 258297ed03fa10e3665af2cd1f9c746027a607b8 Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 12:05:03 +0800 Subject: [PATCH 5/8] fix typo --- apps/protein_folding/helixfold3/run_infer.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/apps/protein_folding/helixfold3/run_infer.sh b/apps/protein_folding/helixfold3/run_infer.sh index 79286f1d..e9c6277c 100644 --- a/apps/protein_folding/helixfold3/run_infer.sh +++ b/apps/protein_folding/helixfold3/run_infer.sh @@ -32,7 +32,7 @@ CUDA_VISIBLE_DEVICES=0 "$PYTHON_BIN" inference.py \ --input_json data/demo_6zcy.json \ --output_dir ./output \ --model_name allatom_demo \ - --init_model init_models/HelixFold3-params-240814.zip \ + --init_model init_models/HelixFold3-240814.pdparams \ --infer_times 1 \ --diff_batch_size 1 \ --precision "bf16" \ From 92caf5a727eea10260bf9c175eeb41a393957ca1 Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 12:17:29 +0800 Subject: [PATCH 6/8] upload scripts --- apps/protein_folding/helixfold3/README.md | 20 +++++-- .../helixfold3/scripts/download_all_data.sh | 60 +++++++++++++++++++ .../helixfold3/scripts/download_bfd.sh | 26 ++++++++ .../helixfold3/scripts/download_ccd_pkl.sh | 21 +++++++ .../download_helixfold3_checkpoints.sh | 24 ++++++++ .../helixfold3/scripts/download_mgnify.sh | 26 ++++++++ .../helixfold3/scripts/download_pdb_mmcif.sh | 44 ++++++++++++++ .../helixfold3/scripts/download_pdb_seqres.sh | 21 +++++++ .../helixfold3/scripts/download_rna.sh | 21 +++++++ .../helixfold3/scripts/download_small_bfd.sh | 24 ++++++++ .../helixfold3/scripts/download_uniclust30.sh | 26 ++++++++ .../helixfold3/scripts/download_uniprot.sh | 37 ++++++++++++ .../helixfold3/scripts/download_uniref90.sh | 24 ++++++++ 13 files changed, 369 insertions(+), 5 deletions(-) create mode 100644 apps/protein_folding/helixfold3/scripts/download_all_data.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_bfd.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_ccd_pkl.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_helixfold3_checkpoints.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_mgnify.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_pdb_mmcif.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_pdb_seqres.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_rna.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_small_bfd.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_uniclust30.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_uniprot.sh create mode 100644 apps/protein_folding/helixfold3/scripts/download_uniref90.sh diff --git a/apps/protein_folding/helixfold3/README.md b/apps/protein_folding/helixfold3/README.md index fdd7d65a..9a9aef73 100644 --- a/apps/protein_folding/helixfold3/README.md +++ b/apps/protein_folding/helixfold3/README.md @@ -4,11 +4,21 @@ The AlphaFold series has transformed protein structure prediction with remarkabl The PaddleHelix team is working on [HelixFold3](./Report_HelixFold3.pdf) to replicate the advanced capabilities of AlphaFold3. Insights from the AlphaFold3 paper inform our approach and build on our prior work with [HelixFold](https://arxiv.org/abs/2207.05477), [HelixFold-Single](https://arxiv.org/abs/2207.13921), [HelixFold-Multimer](https://arxiv.org/abs/2404.10260), and [HelixDock](https://doi.org/10.1038/s42256-023-00721-6). Currently, HelixFold3's accuracy in predicting the structures of small molecule ligands, nucleic acids (including DNA and RNA), and proteins is comparable to that of AlphaFold3. We are committed to continuously enhancing the model's performance and rigorously evaluating it across a broader range of biological molecules. -

- - - -

+ + + + + +

+ + + + +
+ + ## HelixFold3 Inference diff --git a/apps/protein_folding/helixfold3/scripts/download_all_data.sh b/apps/protein_folding/helixfold3/scripts/download_all_data.sh new file mode 100644 index 00000000..ebc7a698 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_all_data.sh @@ -0,0 +1,60 @@ +#!/bin/bash +# Usage: bash download_all_data.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +DOWNLOAD_MODE="${2:-full_dbs}" # Default mode to full_dbs. +if [[ "${DOWNLOAD_MODE}" != full_dbs && "${DOWNLOAD_MODE}" != reduced_dbs ]] +then + echo "DOWNLOAD_MODE ${DOWNLOAD_MODE} not recognized." + exit 1 +fi + +SCRIPT_DIR="$(dirname "$(realpath "$0")")" + +echo "Downloading HelixFold3 checkpoints..." +bash "${SCRIPT_DIR}/download_helixfold3_checkpoints.sh" "${DOWNLOAD_DIR}" + +if [[ "${DOWNLOAD_MODE}" = reduced_dbs ]] ; then + echo "Downloading Small BFD..." + bash "${SCRIPT_DIR}/download_small_bfd.sh" "${DOWNLOAD_DIR}" +else + echo "Downloading BFD..." + bash "${SCRIPT_DIR}/download_bfd.sh" "${DOWNLOAD_DIR}" +fi + +echo "Downloading MGnify..." +bash "${SCRIPT_DIR}/download_mgnify.sh" "${DOWNLOAD_DIR}" + +echo "Downloading PDB mmCIF files..." +bash "${SCRIPT_DIR}/download_pdb_mmcif.sh" "${DOWNLOAD_DIR}" + +echo "Downloading Uniclust30..." +bash "${SCRIPT_DIR}/download_uniclust30.sh" "${DOWNLOAD_DIR}" + +echo "Downloading Uniref90..." +bash "${SCRIPT_DIR}/download_uniref90.sh" "${DOWNLOAD_DIR}" + +echo "Downloading UniProt..." +bash "${SCRIPT_DIR}/download_uniprot.sh" "${DOWNLOAD_DIR}" + +echo "Downloading PDB SeqRes..." +bash "${SCRIPT_DIR}/download_pdb_seqres.sh" "${DOWNLOAD_DIR}" + +echo "Downloading RNA MSA..." +bash "${SCRIPT_DIR}/download_rna.sh" "${DOWNLOAD_DIR}" + +echo "Downloading CCD pickel..." +bash "${SCRIPT_DIR}/download_ccd_pkl.sh" "${DOWNLOAD_DIR}" + +echo "All data downloaded." \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_bfd.sh b/apps/protein_folding/helixfold3/scripts/download_bfd.sh new file mode 100644 index 00000000..7d2ad666 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_bfd.sh @@ -0,0 +1,26 @@ +#!/bin/bash +# Usage: bash download_bfd.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/bfd" +# Mirror of: +# https://bfd.mmseqs.com/bfd_metaclust_clu_complete_id30_c90_final_seq.sorted_opt.tar.gz. +SOURCE_URL="https://storage.googleapis.com/alphafold-databases/casp14_versions/bfd_metaclust_clu_complete_id30_c90_final_seq.sorted_opt.tar.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +tar --extract --verbose --file="${ROOT_DIR}/${BASENAME}" \ + --directory="${ROOT_DIR}" +rm "${ROOT_DIR}/${BASENAME}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_ccd_pkl.sh b/apps/protein_folding/helixfold3/scripts/download_ccd_pkl.sh new file mode 100644 index 00000000..2718eee3 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_ccd_pkl.sh @@ -0,0 +1,21 @@ +#!/bin/bash +# Usage: bash download_uniref90.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}" +SOURCE_URL="https://paddlehelix.bd.bcebos.com/HelixFold3/CCD/ccd_preprocessed_etkdg.pkl.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_helixfold3_checkpoints.sh b/apps/protein_folding/helixfold3/scripts/download_helixfold3_checkpoints.sh new file mode 100644 index 00000000..92c7b2b0 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_helixfold3_checkpoints.sh @@ -0,0 +1,24 @@ +#!/bin/bash +# Usage: bash download_helixfold3_checkpoints.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/params" +SOURCE_URL="https://paddlehelix.bd.bcebos.com/HelixFold3/params/HelixFold3-params-240814.zip" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +tar --extract --verbose --file="${ROOT_DIR}/${BASENAME}" \ + --directory="${ROOT_DIR}" --preserve-permissions +rm "${ROOT_DIR}/${BASENAME}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_mgnify.sh b/apps/protein_folding/helixfold3/scripts/download_mgnify.sh new file mode 100644 index 00000000..3907c245 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_mgnify.sh @@ -0,0 +1,26 @@ +#!/bin/bash +# Usage: bash download_mgnify.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/mgnify" +# Mirror of: +# ftp://ftp.ebi.ac.uk/pub/databases/metagenomics/peptide_database/2018_12/mgy_clusters.fa.gz +SOURCE_URL="https://storage.googleapis.com/alphafold-databases/casp14_versions/mgy_clusters_2018_12.fa.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +pushd "${ROOT_DIR}" +gunzip "${ROOT_DIR}/${BASENAME}" +popd \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_pdb_mmcif.sh b/apps/protein_folding/helixfold3/scripts/download_pdb_mmcif.sh new file mode 100644 index 00000000..4ddded98 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_pdb_mmcif.sh @@ -0,0 +1,44 @@ +#!/bin/bash +# Usage: bash download_pdb_mmcif.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +if ! command -v rsync &> /dev/null ; then + echo "Error: rsync could not be found. Please install rsync." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/pdb_mmcif" +RAW_DIR="${ROOT_DIR}/raw" +MMCIF_DIR="${ROOT_DIR}/mmcif_files" + +echo "Running rsync to fetch all mmCIF files (note that the rsync progress estimate might be inaccurate)..." +mkdir --parents "${RAW_DIR}" +rsync --recursive --links --perms --times --compress --info=progress2 --delete --port=33444 \ + rsync.rcsb.org::ftp_data/structures/divided/mmCIF/ \ + "${RAW_DIR}" + +echo "Unzipping all mmCIF files..." +find "${RAW_DIR}/" -type f -iname "*.gz" -exec gunzip {} + + +echo "Flattening all mmCIF files..." +mkdir --parents "${MMCIF_DIR}" +find "${RAW_DIR}" -type d -empty -delete # Delete empty directories. +for subdir in "${RAW_DIR}"/*; do + mv "${subdir}/"*.cif "${MMCIF_DIR}" +done + +# Delete empty download directory structure. +find "${RAW_DIR}" -type d -empty -delete + +aria2c "ftp://ftp.wwpdb.org/pub/pdb/data/status/obsolete.dat" --dir="${ROOT_DIR}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_pdb_seqres.sh b/apps/protein_folding/helixfold3/scripts/download_pdb_seqres.sh new file mode 100644 index 00000000..45d14ca3 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_pdb_seqres.sh @@ -0,0 +1,21 @@ +#!/bin/bash +# Usage: bash download_pdb_seqres.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/pdb_seqres" +SOURCE_URL="ftp://ftp.wwpdb.org/pub/pdb/derived_data/pdb_seqres.txt" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_rna.sh b/apps/protein_folding/helixfold3/scripts/download_rna.sh new file mode 100644 index 00000000..2d2ff403 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_rna.sh @@ -0,0 +1,21 @@ +#!/bin/bash +# Usage: bash download_small_bfd.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/" +SOURCE_URL="https://paddlehelix.bd.bcebos.com/HelixFold3/MSA/Rfam-14.9_rep_seq.fasta" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_small_bfd.sh b/apps/protein_folding/helixfold3/scripts/download_small_bfd.sh new file mode 100644 index 00000000..af12834b --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_small_bfd.sh @@ -0,0 +1,24 @@ +#!/bin/bash +# Usage: bash download_small_bfd.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/small_bfd" +SOURCE_URL="https://storage.googleapis.com/alphafold-databases/reduced_dbs/bfd-first_non_consensus_sequences.fasta.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +pushd "${ROOT_DIR}" +gunzip "${ROOT_DIR}/${BASENAME}" +popd \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_uniclust30.sh b/apps/protein_folding/helixfold3/scripts/download_uniclust30.sh new file mode 100644 index 00000000..98064b15 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_uniclust30.sh @@ -0,0 +1,26 @@ +#!/bin/bash +# Usage: bash download_uniclust30.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/uniclust30" +# Mirror of: +# http://wwwuser.gwdg.de/~compbiol/uniclust/2018_08/uniclust30_2018_08_hhsuite.tar.gz +SOURCE_URL="https://storage.googleapis.com/alphafold-databases/casp14_versions/uniclust30_2018_08_hhsuite.tar.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +tar --extract --verbose --file="${ROOT_DIR}/${BASENAME}" \ + --directory="${ROOT_DIR}" +rm "${ROOT_DIR}/${BASENAME}" \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_uniprot.sh b/apps/protein_folding/helixfold3/scripts/download_uniprot.sh new file mode 100644 index 00000000..220736d4 --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_uniprot.sh @@ -0,0 +1,37 @@ +#!/bin/bash +# Usage: bash download_uniprot.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/uniprot" + +TREMBL_SOURCE_URL="ftp://ftp.ebi.ac.uk/pub/databases/uniprot/current_release/knowledgebase/complete/uniprot_trembl.fasta.gz" +TREMBL_BASENAME=$(basename "${TREMBL_SOURCE_URL}") +TREMBL_UNZIPPED_BASENAME="${TREMBL_BASENAME%.gz}" + +SPROT_SOURCE_URL="ftp://ftp.ebi.ac.uk/pub/databases/uniprot/current_release/knowledgebase/complete/uniprot_sprot.fasta.gz" +SPROT_BASENAME=$(basename "${SPROT_SOURCE_URL}") +SPROT_UNZIPPED_BASENAME="${SPROT_BASENAME%.gz}" + +mkdir --parents "${ROOT_DIR}" +aria2c "${TREMBL_SOURCE_URL}" --dir="${ROOT_DIR}" +aria2c "${SPROT_SOURCE_URL}" --dir="${ROOT_DIR}" +pushd "${ROOT_DIR}" +gunzip "${ROOT_DIR}/${TREMBL_BASENAME}" +gunzip "${ROOT_DIR}/${SPROT_BASENAME}" + +# Concatenate TrEMBL and SwissProt, rename to uniprot and clean up. +cat "${ROOT_DIR}/${SPROT_UNZIPPED_BASENAME}" >> "${ROOT_DIR}/${TREMBL_UNZIPPED_BASENAME}" +mv "${ROOT_DIR}/${TREMBL_UNZIPPED_BASENAME}" "${ROOT_DIR}/uniprot.fasta" +rm "${ROOT_DIR}/${SPROT_UNZIPPED_BASENAME}" +popd \ No newline at end of file diff --git a/apps/protein_folding/helixfold3/scripts/download_uniref90.sh b/apps/protein_folding/helixfold3/scripts/download_uniref90.sh new file mode 100644 index 00000000..0f7ed19f --- /dev/null +++ b/apps/protein_folding/helixfold3/scripts/download_uniref90.sh @@ -0,0 +1,24 @@ +#!/bin/bash +# Usage: bash download_uniref90.sh /path/to/download/directory +set -e + +if [[ $# -eq 0 ]]; then + echo "Error: download directory must be provided as an input argument." + exit 1 +fi + +if ! command -v aria2c &> /dev/null ; then + echo "Error: aria2c could not be found. Please install aria2c (sudo apt install aria2)." + exit 1 +fi + +DOWNLOAD_DIR="$1" +ROOT_DIR="${DOWNLOAD_DIR}/uniref90" +SOURCE_URL="ftp://ftp.uniprot.org/pub/databases/uniprot/uniref/uniref90/uniref90.fasta.gz" +BASENAME=$(basename "${SOURCE_URL}") + +mkdir --parents "${ROOT_DIR}" +aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +pushd "${ROOT_DIR}" +gunzip "${ROOT_DIR}/${BASENAME}" +popd \ No newline at end of file From 7736fad18597c60e0633fd20fbb0ff508c0177cd Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 12:18:20 +0800 Subject: [PATCH 7/8] refine citation --- apps/protein_folding/helixfold3/README.md | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/apps/protein_folding/helixfold3/README.md b/apps/protein_folding/helixfold3/README.md index 9a9aef73..8887adaa 100644 --- a/apps/protein_folding/helixfold3/README.md +++ b/apps/protein_folding/helixfold3/README.md @@ -224,18 +224,4 @@ If you use the code, data, or checkpoints in this repo, please cite the followin author={PaddleHelix Team}, year={2024} } - -@article{wang2022helixfold, - title={HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle}, - author={Wang, Guoxia and Fang, Xiaomin and Wu, Zhihua and Liu, Yiqun and Xue, Yang and Xiang, Yingfei and Yu, Dianhai and Wang, Fan and Ma, Yanjun}, - journal={arXiv preprint arXiv:2207.05477}, - year={2022} -} - -@article{wang2022efficient_alphafold2, - title={Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism}, - author={Wang, Guoxia and Wu, Zhihua and Fang, Xiaomin and Xiang, Yingfei and Liu, Yiqun and Yu, Dianhai and Ma, Yanjun}, - journal={arXiv preprint arXiv:2211.00235}, - year={2022} -} ``` From e31c1ee4804d6df8a5cdccb49f70de5c7c280eff Mon Sep 17 00:00:00 2001 From: ryanyxli Date: Thu, 15 Aug 2024 12:20:28 +0800 Subject: [PATCH 8/8] fix typo --- apps/protein_folding/helixfold3/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/apps/protein_folding/helixfold3/README.md b/apps/protein_folding/helixfold3/README.md index 8887adaa..0f954bf7 100644 --- a/apps/protein_folding/helixfold3/README.md +++ b/apps/protein_folding/helixfold3/README.md @@ -1,8 +1,8 @@ -# Biomolecular Structure Prediction with [HelixFold3](./Report_HelixFold3.pdf): Replicating the Capabilities of [AlphaFold3](https://doi.org/10.1038/s41586-024-07487-w) +# Biomolecular Structure Prediction with [HelixFold3](./helixfold3_report.pdf): Replicating the Capabilities of [AlphaFold3](https://doi.org/10.1038/s41586-024-07487-w) The AlphaFold series has transformed protein structure prediction with remarkable accuracy, often matching experimental methods. While AlphaFold2 and AlphaFold-Multimer are open-sourced, facilitating rapid and reliable predictions, AlphaFold3 remains partially accessible and has not been open-sourced, restricting further development. -The PaddleHelix team is working on [HelixFold3](./Report_HelixFold3.pdf) to replicate the advanced capabilities of AlphaFold3. Insights from the AlphaFold3 paper inform our approach and build on our prior work with [HelixFold](https://arxiv.org/abs/2207.05477), [HelixFold-Single](https://arxiv.org/abs/2207.13921), [HelixFold-Multimer](https://arxiv.org/abs/2404.10260), and [HelixDock](https://doi.org/10.1038/s42256-023-00721-6). Currently, HelixFold3's accuracy in predicting the structures of small molecule ligands, nucleic acids (including DNA and RNA), and proteins is comparable to that of AlphaFold3. We are committed to continuously enhancing the model's performance and rigorously evaluating it across a broader range of biological molecules. +The PaddleHelix team is working on [HelixFold3](./helixfold3_report.pdf) to replicate the advanced capabilities of AlphaFold3. Insights from the AlphaFold3 paper inform our approach and build on our prior work with [HelixFold](https://arxiv.org/abs/2207.05477), [HelixFold-Single](https://arxiv.org/abs/2207.13921), [HelixFold-Multimer](https://arxiv.org/abs/2404.10260), and [HelixDock](https://doi.org/10.1038/s42256-023-00721-6). Currently, HelixFold3's accuracy in predicting the structures of small molecule ligands, nucleic acids (including DNA and RNA), and proteins is comparable to that of AlphaFold3. We are committed to continuously enhancing the model's performance and rigorously evaluating it across a broader range of biological molecules.

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