Spaces:
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Add proscope updates
Browse files- app/main.py +11 -10
app/main.py
CHANGED
@@ -14,7 +14,7 @@ import numpy as np
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from atac_rna_data_processing.config.load_config import load_config
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from atac_rna_data_processing.io.celltype import GETCellType
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from atac_rna_data_processing.io.nr_motif_v1 import NrMotifV1
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from proscope.af2 import
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from proscope.data import get_genename_to_uniprot, get_lddt, get_seq
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from proscope.protein import Protein
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from proscope.viewer import view_pdb_html
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@@ -33,7 +33,7 @@ args.add_argument("-n", "--host", type=str, default="127.0.0.1")
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args = args.parse_args()
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GET_CONFIG = load_config(
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"
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)
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GET_CONFIG.celltype.jacob = True
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GET_CONFIG.celltype.num_cls = 2
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@@ -42,8 +42,8 @@ GET_CONFIG.celltype.embed = True
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plt.rcParams["figure.dpi"] = 100
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if args.s3_uri: # Use S3 path if exists
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GET_CONFIG.s3_file_sys =
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GET_CONFIG.celltype.data_dir = (
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f"{args.s3_uri}/pretrain_human_bingren_shendure_apr2023/fetal_adult/"
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)
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@@ -61,10 +61,10 @@ if args.s3_uri: # Use S3 path if exists
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available_celltypes = sorted(
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[
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cell_type_id_to_name[f.split("/")[-1]]
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for f in
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]
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)
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gene_pairs =
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gene_pairs = [os.path.basename(pair) for pair in gene_pairs]
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motif = NrMotifV1.load_from_pickle(
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pkg_resources.resource_filename("atac_rna_data_processing", "data/NrMotifV1.pkl"),
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@@ -106,10 +106,11 @@ def visualize_AF2(tf_pair, a):
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else:
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strcture_dir = f"{args.data}/structures/causal/{tf_pair}"
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fasta_dir = f"{args.data}/sequences/causal/{tf_pair}"
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if not os.path.exists(strcture_dir):
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gr.ErrorText("No such gene pair")
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# segpair.choices = list(a.pairs_data.keys())
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fig1, ax1 = a.plot_plddt_gene1()
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fig2, ax2 = a.plot_plddt_gene2()
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@@ -123,7 +124,7 @@ def visualize_AF2(tf_pair, a):
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def view_pdb(seg_pair, a):
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pdb_path = a.pairs_data[seg_pair].pdb
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return view_pdb_html(pdb_path), a, pdb_path
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def update_dropdown(x, label):
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from atac_rna_data_processing.config.load_config import load_config
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from atac_rna_data_processing.io.celltype import GETCellType
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from atac_rna_data_processing.io.nr_motif_v1 import NrMotifV1
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from proscope.af2 import GETAFPairseg
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from proscope.data import get_genename_to_uniprot, get_lddt, get_seq
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from proscope.protein import Protein
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from proscope.viewer import view_pdb_html
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args = args.parse_args()
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GET_CONFIG = load_config(
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"/app/modules/atac_rna_data_processing/atac_rna_data_processing/config/GET"
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)
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GET_CONFIG.celltype.jacob = True
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GET_CONFIG.celltype.num_cls = 2
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plt.rcParams["figure.dpi"] = 100
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if args.s3_uri: # Use S3 path if exists
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s3_file_sys = s3fs.S3FileSystem(anon=True)
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GET_CONFIG.s3_file_sys = s3_file_sys
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GET_CONFIG.celltype.data_dir = (
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f"{args.s3_uri}/pretrain_human_bingren_shendure_apr2023/fetal_adult/"
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)
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available_celltypes = sorted(
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[
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cell_type_id_to_name[f.split("/")[-1]]
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for f in s3_file_sys.glob(GET_CONFIG.celltype.interpret_dir + "*")
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]
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)
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gene_pairs = s3_file_sys.glob(f"{args.s3_uri}/structures/causal/*")
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gene_pairs = [os.path.basename(pair) for pair in gene_pairs]
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motif = NrMotifV1.load_from_pickle(
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pkg_resources.resource_filename("atac_rna_data_processing", "data/NrMotifV1.pkl"),
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else:
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strcture_dir = f"{args.data}/structures/causal/{tf_pair}"
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fasta_dir = f"{args.data}/sequences/causal/{tf_pair}"
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if not os.path.exists(strcture_dir):
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gr.ErrorText("No such gene pair")
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a = GETAFPairseg(strcture_dir, fasta_dir, GET_CONFIG)
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# segpair.choices = list(a.pairs_data.keys())
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fig1, ax1 = a.plot_plddt_gene1()
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fig2, ax2 = a.plot_plddt_gene2()
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def view_pdb(seg_pair, a):
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pdb_path = a.pairs_data[seg_pair].pdb
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return view_pdb_html(pdb_path, s3_file_sys=s3_file_sys), a, pdb_path
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def update_dropdown(x, label):
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