"""Handles the resource objects' data.""" from typing import Any, Sequence from MySQLdb.cursors import DictCursor from gn3 import db_utils as gn3db from gn3.auth import db as authdb from gn3.auth.authorisation.groups import Group from gn3.auth.authorisation.checks import authorised_p from gn3.auth.authorisation.errors import InvalidData, NotFoundError def __fetch_grouped_data__( conn: authdb.DbConnection, dataset_type: str) -> Sequence[dict[str, Any]]: """Retrieve ids for all data that are linked to groups in the auth db.""" with authdb.cursor(conn) as cursor: cursor.execute( "SELECT dataset_type, dataset_or_trait_id FROM linked_group_data " "WHERE LOWER(dataset_type)=?", (dataset_type,)) return tuple(dict(row) for row in cursor.fetchall()) def __fetch_ungrouped_mrna_data__( conn: gn3db.Connection, grouped_data, offset: int = 0) -> Sequence[dict]: """Fetch ungrouped mRNA Assay data.""" query = ("SELECT psf.Id, psf.Name, psf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM ProbeSetFreeze AS psf " "INNER JOIN InfoFiles AS ifiles ON psf.Name=ifiles.InfoPageName") params: tuple[Any, ...] = tuple() if bool(grouped_data): clause = ", ".join(["%s"] * len(grouped_data)) query = f"{query} WHERE psf.Id NOT IN ({clause})" params = tuple(item["dataset_or_trait_id"] for item in grouped_data) query = f"{query} LIMIT 100 OFFSET %s" with conn.cursor(DictCursor) as cursor: cursor.execute(query, (params + (offset,))) return tuple(dict(row) for row in cursor.fetchall()) def __fetch_ungrouped_geno_data__( conn: gn3db.Connection, grouped_data, offset: int = 0) -> Sequence[dict]: """Fetch ungrouped Genotype data.""" query = ("SELECT gf.Id, gf.Name, gf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM GenoFreeze AS gf " "INNER JOIN InfoFiles AS ifiles ON gf.Name=ifiles.InfoPageName") params: tuple[Any, ...] = tuple() if bool(grouped_data): clause = ", ".join(["%s"] * len(grouped_data)) query = f"{query} WHERE gf.Id NOT IN ({clause})" params = tuple(item["dataset_or_trait_id"] for item in grouped_data) query = f"{query} LIMIT 100 OFFSET %s" with conn.cursor(DictCursor) as cursor: cursor.execute(query, (params + (offset,))) return tuple(dict(row) for row in cursor.fetchall()) def __fetch_ungrouped_pheno_data__( conn: gn3db.Connection, grouped_data, offset: int = 0) -> Sequence[dict]: """Fetch ungrouped Phenotype data.""" query = ("SELECT pf.Id, pf.Name, pf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM PublishFreeze AS pf " "INNER JOIN InfoFiles AS ifiles ON pf.Name=ifiles.InfoPageName") params: tuple[Any, ...] = tuple() if bool(grouped_data): clause = ", ".join(["%s"] * len(grouped_data)) query = f"{query} WHERE pf.Id NOT IN ({clause})" params = tuple(item["dataset_or_trait_id"] for item in grouped_data) query = f"{query} LIMIT 100 OFFSET %s" with conn.cursor(DictCursor) as cursor: cursor.execute(query, (params + (offset,))) return tuple(dict(row) for row in cursor.fetchall()) def __fetch_ungrouped_data__( conn: gn3db.Connection, dataset_type: str, ungrouped: Sequence[dict[str, Any]]) -> Sequence[dict[str, Any]]: """Fetch any ungrouped data.""" fetch_fns = { "mrna": __fetch_ungrouped_mrna_data__, "genotype": __fetch_ungrouped_geno_data__, "phenotype": __fetch_ungrouped_pheno_data__ } return fetch_fns[dataset_type](conn, ungrouped) @authorised_p(("system:data:link-to-group",), error_description=( "You do not have sufficient privileges to link data to (a) " "group(s)."), oauth2_scope="profile group resource") def retrieve_ungrouped_data( authconn: authdb.DbConnection, gn3conn: gn3db.Connection, dataset_type: str) -> Sequence[dict]: """Retrieve any data not linked to any group.""" if dataset_type not in ("mrna", "genotype", "phenotype"): raise InvalidData( "Requested dataset type is invalid. Expected one of " "'mrna', 'genotype' or 'phenotype'.") grouped_data = __fetch_grouped_data__(authconn, dataset_type) return __fetch_ungrouped_data__(gn3conn, dataset_type, grouped_data) def __fetch_mrna_data_by_id__(conn: gn3db.Connection, dataset_id: str) -> dict: """Fetch mRNA Assay data by ID.""" with conn.cursor(DictCursor) as cursor: cursor.execute( "SELECT psf.Id, psf.Name, psf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM ProbeSetFreeze AS psf " "INNER JOIN InfoFiles AS ifiles ON psf.Name=ifiles.InfoPageName " "WHERE psf.Id=%s", (dataset_id,)) res = cursor.fetchone() if res: return dict(res) raise NotFoundError("Could not find mRNA Assay data with the given ID.") def __fetch_geno_data_by_id__(conn: gn3db.Connection, dataset_id: str) -> dict: """Fetch genotype data by ID.""" with conn.cursor(DictCursor) as cursor: cursor.execute( "SELECT gf.Id, gf.Name, gf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM GenoFreeze AS gf " "INNER JOIN InfoFiles AS ifiles ON gf.Name=ifiles.InfoPageName " "WHERE gf.Id=%s", (dataset_id,)) res = cursor.fetchone() if res: return dict(res) raise NotFoundError("Could not find Genotype data with the given ID.") def __fetch_pheno_data_by_id__(conn: gn3db.Connection, dataset_id: str) -> dict: """Fetch phenotype data by ID.""" with conn.cursor(DictCursor) as cursor: cursor.execute( "SELECT pf.Id, pf.Name, pf.FullName, " "ifiles.GN_AccesionId AS accession_id FROM PublishFreeze AS pf " "INNER JOIN InfoFiles AS ifiles ON pf.Name=ifiles.InfoPageName " "WHERE pf.Id=%s", (dataset_id,)) res = cursor.fetchone() if res: return dict(res) raise NotFoundError( "Could not find Phenotype/Publish data with the given ID.") def __fetch_data_by_id( conn: gn3db.Connection, dataset_type: str, dataset_id: str) -> dict: """Fetch data from MySQL by ID.""" fetch_fns = { "mrna": __fetch_mrna_data_by_id__, "genotype": __fetch_geno_data_by_id__, "phenotype": __fetch_pheno_data_by_id__ } return fetch_fns[dataset_type](conn, dataset_id) @authorised_p(("system:data:link-to-group",), error_description=( "You do not have sufficient privileges to link data to (a) " "group(s)."), oauth2_scope="profile group resource") def link_data_to_group( authconn: authdb.DbConnection, gn3conn: gn3db.Connection, dataset_type: str, dataset_id: str, group: Group) -> dict: """Link the given data to the specified group.""" the_data = __fetch_data_by_id(gn3conn, dataset_type, dataset_id) with authdb.cursor(authconn) as cursor: params = { "group_id": str(group.group_id), "dataset_type": { "mrna": "mRNA", "genotype": "Genotype", "phenotype": "Phenotype" }[dataset_type], "dataset_or_trait_id": dataset_id, "dataset_name": the_data["Name"], "dataset_fullname": the_data["FullName"], "accession_id": the_data["accession_id"] } cursor.execute( "INSERT INTO linked_group_data VALUES" "(:group_id, :dataset_type, :dataset_or_trait_id, :dataset_name, " ":dataset_fullname, :accession_id)", params) return params