aboutsummaryrefslogtreecommitdiff
path: root/uploader/db/datasets.py
diff options
context:
space:
mode:
Diffstat (limited to 'uploader/db/datasets.py')
-rw-r--r--uploader/db/datasets.py133
1 files changed, 133 insertions, 0 deletions
diff --git a/uploader/db/datasets.py b/uploader/db/datasets.py
new file mode 100644
index 0000000..767ec41
--- /dev/null
+++ b/uploader/db/datasets.py
@@ -0,0 +1,133 @@
+"""Functions for accessing the database relating to datasets."""
+from datetime import date
+from typing import Optional
+
+import MySQLdb as mdb
+from MySQLdb.cursors import DictCursor
+
+def geno_datasets_by_species_and_population(
+ conn: mdb.Connection,
+ speciesid: int,
+ populationid: int) -> tuple[dict, ...]:
+ """Retrieve all genotypes datasets by species and population"""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute(
+ "SELECT gf.* FROM InbredSet AS iset INNER JOIN GenoFreeze AS gf "
+ "ON iset.InbredSetId=gf.InbredSetId "
+ "WHERE iset.SpeciesId=%(sid)s AND iset.InbredSetId=%(pid)s",
+ {"sid": speciesid, "pid": populationid})
+ return tuple(dict(row) for row in cursor.fetchall())
+
+def geno_dataset_by_id(conn: mdb.Connection, dataset_id) -> Optional[dict]:
+ """Retrieve genotype dataset by ID"""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute("SELECT * FROM GenoFreeze WHERE Id=%s", (dataset_id,))
+ _dataset = cursor.fetchone()
+ return dict(_dataset) if bool(_dataset) else None
+
+def probeset_studies_by_species_and_population(
+ conn: mdb.Connection,
+ speciesid: int,
+ populationid: int) -> tuple[dict, ...]:
+ """Retrieve all probesets"""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute(
+ "SELECT pf.* FROM InbredSet AS iset INNER JOIN ProbeFreeze AS pf "
+ "ON iset.InbredSetId=pf.InbredSetId "
+ "WHERE iset.SpeciesId=%(sid)s AND iset.InbredSetId=%(pid)s",
+ {"sid": speciesid, "pid": populationid})
+ return tuple(dict(row) for row in cursor.fetchall())
+
+def probeset_datasets_by_study(conn: mdb.Connection,
+ studyid: int) -> tuple[dict, ...]:
+ """Retrieve all probeset databases by study."""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute("SELECT * FROM ProbeSetFreeze WHERE ProbeFreezeId=%s",
+ (studyid,))
+ return tuple(dict(row) for row in cursor.fetchall())
+
+def probeset_study_by_id(conn: mdb.Connection, studyid) -> Optional[dict]:
+ """Retrieve ProbeSet study by ID"""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute("SELECT * FROM ProbeFreeze WHERE Id=%s", (studyid,))
+ _study = cursor.fetchone()
+ return dict(_study) if bool(_study) else None
+
+def probeset_create_study(conn: mdb.Connection,#pylint: disable=[too-many-arguments]
+ populationid: int,
+ platformid: int,
+ tissueid: int,
+ studyname: str,
+ studyfullname: str = "",
+ studyshortname: str = ""):
+ """Create a new ProbeSet study."""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ studydata = {
+ "platid": platformid,
+ "tissueid": tissueid,
+ "name": studyname,
+ "fname": studyfullname or studyname,
+ "sname": studyshortname,
+ "today": date.today().isoformat(),
+ "popid": populationid
+ }
+ cursor.execute(
+ """
+ INSERT INTO ProbeFreeze(
+ ChipId, TissueId, Name, FullName, ShortName, CreateTime,
+ InbredSetId
+ ) VALUES (
+ %(platid)s, %(tissueid)s, %(name)s, %(fname)s, %(sname)s,
+ %(today)s, %(popid)s
+ )
+ """,
+ studydata)
+ studyid = cursor.lastrowid
+ cursor.execute("UPDATE ProbeFreeze SET ProbeFreezeId=%s WHERE Id=%s",
+ (studyid, studyid))
+ return {**studydata, "studyid": studyid}
+
+def probeset_create_dataset(conn: mdb.Connection,#pylint: disable=[too-many-arguments]
+ studyid: int,
+ averageid: int,
+ datasetname: str,
+ datasetfullname: str,
+ datasetshortname: str="",
+ public: bool = True,
+ datascale="log2") -> dict:
+ """Create a new ProbeSet dataset."""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ dataset = {
+ "studyid": studyid,
+ "averageid": averageid,
+ "name2": datasetname,
+ "fname": datasetfullname,
+ "name": datasetshortname,
+ "sname": datasetshortname,
+ "today": date.today().isoformat(),
+ "public": 2 if public else 0,
+ "authorisedusers": "williamslab",
+ "datascale": datascale
+ }
+ cursor.execute(
+ """
+ INSERT INTO ProbeSetFreeze(
+ ProbeFreezeId, AvgId, Name, Name2, FullName, ShortName,
+ CreateTime, public, AuthorisedUsers, DataScale)
+ VALUES(
+ %(studyid)s, %(averageid)s, %(name)s, %(name2)s, %(fname)s,
+ %(sname)s, %(today)s, %(public)s, %(authorisedusers)s,
+ %(datascale)s)
+ """,
+ dataset)
+ return {**dataset, "datasetid": cursor.lastrowid}
+
+def probeset_dataset_by_id(conn: mdb.Connection, datasetid) -> Optional[dict]:
+ """Fetch a ProbeSet dataset by its ID"""
+ with conn.cursor(cursorclass=DictCursor) as cursor:
+ cursor.execute("SELECT * FROM ProbeSetFreeze WHERE Id=%s", (datasetid,))
+ result = cursor.fetchone()
+ if bool(result):
+ return dict(result)
+
+ return None