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Diffstat (limited to 'gn3/auth/authorisation/resources/data.py')
-rw-r--r-- | gn3/auth/authorisation/resources/data.py | 96 |
1 files changed, 96 insertions, 0 deletions
diff --git a/gn3/auth/authorisation/resources/data.py b/gn3/auth/authorisation/resources/data.py new file mode 100644 index 0000000..7598f34 --- /dev/null +++ b/gn3/auth/authorisation/resources/data.py @@ -0,0 +1,96 @@ +"""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.errors import InvalidData + +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(cursorclass=DictCursor) as cursor:# type: ignore[call-arg] + 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(cursorclass=DictCursor) as cursor:# type: ignore[call-arg] + 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(cursorclass=DictCursor) as cursor:# type: ignore[call-arg] + 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) + +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) + print(f"GROUPED DATA: {grouped_data}") + return __fetch_ungrouped_data__(gn3conn, dataset_type, grouped_data) |