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-rw-r--r--gn3/auth/authorisation/resources/data.py96
1 files changed, 96 insertions, 0 deletions
diff --git a/gn3/auth/authorisation/resources/data.py b/gn3/auth/authorisation/resources/data.py
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+++ b/gn3/auth/authorisation/resources/data.py
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+"""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)