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from inspect import cleandoc as doc |
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from pathlib import Path |
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from typing import Mapping, Optional |
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import typer |
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from mandos.model.chembl_support import DataValidityComment |
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from mandos.model.chembl_support.chembl_targets import TargetType, ConfidenceLevel |
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from mandos.search.chembl.target_traversal import TargetTraversalStrategies |
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def _stringify(keys: Mapping[str, str]): |
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return ", ".join((k if v is None else f"{k} ({v.lower()})" for k, v in keys.items())) |
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class EntryArgs: |
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path = typer.Argument( |
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..., |
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exists=True, |
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dir_okay=False, |
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readable=True, |
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help=doc( |
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""" |
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The path to the input file. |
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One of: |
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(A) *.txt, *.lines, or *.list (optionally with .gz/.zip/.xz/.bz2)), with one InChI Key per line; |
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(B) A *.csv, *.tsv, *.tab file (or .gz/.zip/.xz/.bz2 variant) with a column called 'inchikey'; OR |
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(C) An Arrow *.feather file or Parquet *.snappy file with a column called 'inchikey' |
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""" |
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), |
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) |
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to = typer.Option( |
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None, |
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show_default=False, |
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help=doc( |
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""" |
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The path to the output file. |
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If not set, chooses <input-path>-<search>.csv.gz |
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The filename extension should be one of: .csv, .tsv, .tab, .json (with optional .gz/.bz2/.zip/.xz); |
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.feather; .snappy (or .parquet); or .h5. |
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Feather (.feather), Parquet (.snappy), and tab-delimited (.tsv.gz) are recommended. |
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If H5, will add a new dataset named <key> to any existing archive. |
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Will fail if the file exists unless the `--overwrite` flag is set. |
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If only the filename extension is provided (e.g. --to '.feather'), will only change the output format |
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(and filename extension). |
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""" |
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), |
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) |
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replace: bool = typer.Option(False, help="Replace output file if they exist. See also: --skip") |
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skip: bool = typer.Option( |
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False, help="Skip any search if the output file exists (only warns). See also: --replace" |
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) |
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in_cache: bool = typer.Option( |
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False, |
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help="Do not download any data. Fails if the needed data is not cached.", |
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hidden=True, |
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) |
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verbose: bool = typer.Option( |
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False, |
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"--verbose", |
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help="Configure logger to output INFO (use ``--quiet`` for less info)", |
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) |
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quiet: bool = typer.Option( |
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False, |
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"--quiet", |
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help="Configure logger to output only ERROR (use ``--verbose`` for more info)", |
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) |
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log_path: Optional[Path] = typer.Option( |
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None, |
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"--log", |
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help=""" |
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Also log to a file. |
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The suffix can be .log, .log.gz, .log.zip, or .json, .json.gz, or .json.gz. |
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You can prefix the path with :LEVEL: to control the level. For example, :INFO:out.log |
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""", |
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) |
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no_setup: bool = typer.Option( |
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False, |
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"--no-setup", |
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hidden=True, |
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help="Skip setup, such as configuring logging.", |
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) |
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@staticmethod |
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def key(name: str) -> typer.Option: |
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return typer.Option( |
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name, |
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min=1, |
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max=120, |
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help=""" |
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A free-text unique key for the search. |
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Should be a short, <60-character name that describes the search and any parameters. |
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The output file will be named according to a 'sanitized' variant of this value. |
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""", |
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) |
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test = typer.Option( |
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False, |
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"--check", |
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help="Do not run searches; just check that the parameters are ok.", |
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) |
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taxa = typer.Option( |
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"7742", |
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show_default=False, |
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help=doc( |
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""" |
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The IDs or names of UniProt taxa, comma-separated. |
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Taxon names and common names can be used for vertebrate species (where available). |
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This can have a significant effect on searches. See the docs for more info. |
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[default: 7742] (Euteleostomi) |
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""" |
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), |
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) |
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atc_level = typer.Option( |
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"1,2,3,4", min=1, max=4, help="""List of ATC levels, comma-separated.""" |
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) |
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min_cooccurrence_score = typer.Option( |
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0.0, |
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help="Minimum enrichment score, inclusive. See docs for more info.", |
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min=0.0, |
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) |
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min_cooccurring_articles = typer.Option( |
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0, |
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help="Minimum number of articles for both the compound and object, inclusive.", |
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min=0, |
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) |
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name_must_match = typer.Option( |
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False, |
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help=doc( |
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""" |
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Require that the name of the compound(s) exactly matches the compound name on PubChem (case-insensitive) |
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""" |
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), |
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) |
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acute_effect_level = typer.Option( |
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2, |
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min=1, |
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max=2, |
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help=""" |
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The level in the ChemIDPlus hierarchy of effect names. |
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Level 1: e.g. 'behavioral' |
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Level 2: 'behavioral: excitement' |
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""", |
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) |
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traversal_strategy = typer.Option( |
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"@null", |
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"--traversal", |
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show_default=False, |
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help=doc( |
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""" |
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Target traversal strategy name, file, or class. |
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Dictates the way the network of ChEMBL targets is traversed (from the annotated target as a source). |
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Specifies the network links that are followed and which targets are 'accepted' for final annotations. |
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This option has a dramatic effect on the search. See the docs for more info. |
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Can be one of: |
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(A) A standard strategy name, starting with @; |
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(B) The path to a ``*.strat`` file; OR |
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(C) The fully qualified name of a ``TargetTraversal`` |
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The standard traversal strategies are: {} |
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[default: @null] (No traversal; targets as-is) |
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""".format( |
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"; ".join(TargetTraversalStrategies.standard_strategies()) |
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) |
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), |
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) |
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target_types = typer.Option( |
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"@molecular", |
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"--targets", |
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show_default=False, |
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help=doc( |
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""" |
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The accepted target types, comma-separated. |
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NOTE: This affects only the types are are accepted after traversal, |
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and the types must be included in the traversal. |
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This means that this must be AT LEAST as restrictive as the traversal strategy. |
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The ChEMBL-defined types are: |
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{} |
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These special names are also accepted: |
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- {} |
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[default: @molecular] |
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""".format( |
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"; ".join([s.name for s in TargetType.all_types()]), |
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"\n\n - ".join( |
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[f"{k} ({v})" for k, v in TargetType.special_type_names().items()] |
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), |
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) |
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), |
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) |
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min_confidence = typer.Option( |
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3, |
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"--confidence", |
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min=0, |
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max=9, |
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show_default=False, |
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help=doc( |
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""" |
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Minimum target confidence score, inclusive. |
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This is useful to modify in only some cases. More important options are min_pchembl and taxa. |
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Values are: {} |
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[default: 3] |
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""".format( |
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"; ".join([f"{s.value} ({s.name})" for s in ConfidenceLevel]) |
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) |
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), |
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) |
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relations = typer.Option( |
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"<,<=,=", |
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"--relations", |
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show_default=False, |
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help=doc( |
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""" |
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Assay activity relations allowed, comma-separated. |
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If post-processing yourself, consider including all. |
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Values are: <, <=, =, >, >=, ~. |
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[default: <,<=,=] |
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""" |
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), |
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) |
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min_pchembl = typer.Option( |
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6.0, |
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"--pchembl", |
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min=0.0, |
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show_default=False, |
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help=doc( |
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""" |
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Minimum pCHEMBL value, inclusive. |
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If post-processing yourself, consider setting to 0.0. |
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[default: 6.0] |
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""" |
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), |
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) |
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banned_flags = typer.Option( |
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"@negative", |
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show_default=False, |
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help=doc( |
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""" |
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Exclude activity annotations with data validity flags, comma-separated. |
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It is rare to need to change this. |
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Values are: {}. |
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Special sets are: |
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- @all (all flags are banned) |
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- @negative ({}) |
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- @positive ({}) |
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[default: @negative] |
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""".format( |
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"; ".join([s.name for s in DataValidityComment]), |
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", ".join([s.name for s in DataValidityComment.negative_comments()]), |
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", ".join([s.name for s in DataValidityComment.positive_comments()]), |
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), |
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), |
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) |
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binding_search_name = typer.Option( |
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None, |
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help=""" |
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The fully qualified name of a class inheriting ``BindingSearch``. |
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If specified, all parameters above are passed to its constructor. |
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""", |
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) |
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chembl_trial = typer.Option( |
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0, |
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"--phase", |
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show_default=False, |
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help=doc( |
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""" |
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Minimum phase of a clinical trial, inclusive. |
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Values are: 0, 1, 2, 3. |
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[default: 0] |
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""" |
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), |
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min=0, |
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max=3, |
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) |
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KNOWN_USEFUL_KEYS: Mapping[str, str] = { |
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"weight": "Molecular Weight", |
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"xlogp3": None, |
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"hydrogen-bond-donors": "Hydrogen Bond Donor Count", |
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"hydrogen-bond-acceptors": "Hydrogen Bond Acceptor Count", |
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"rotatable-bonds": "Rotatable Bond Count", |
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"exact-mass": None, |
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"monoisotopic-mass": None, |
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"tpsa": "Topological Polar Surface Area", |
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"heavy-atoms": "Heavy Atom Count", |
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"charge": "Formal Charge", |
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"complexity": None, |
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} |
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KNOWN_USELESS_KEYS: Mapping[str, str] = { |
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"components": "Covalently-Bonded Unit Count", |
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"isotope-atoms": "Isotope Atom Count", |
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"defined-atom-stereocenter-count": None, |
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"undefined-atom-stereocenter-count": None, |
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"defined-bond-stereocenter-count": None, |
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"undefined-bond-stereocenter-count": None, |
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"compound-is-canonicalized": None, |
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} |
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pubchem_computed_keys = typer.Option( |
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"weight,xlogp3,tpsa,complexity,exact-mass,heavy-atom-count,charge", |
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help=""" |
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The keys of the computed properties, comma-separated. |
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Key names are case-insensitive and ignore punctuation like underscores and hyphens. |
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Known keys are: {} |
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Known, less-useful (metadata-like) keys are: {} |
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""".format( |
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_stringify(KNOWN_USEFUL_KEYS), _stringify(KNOWN_USELESS_KEYS) |
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), |
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) |
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__all__ = ["EntryArgs"] |
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