Radio functionality

app.py

@@ -625,6 +625,7 @@ def get_config_endpoint():
         "path_distance_metric": config.PATH_DISTANCE_METRIC
       ,"alchemy_default_n_results": config.ALCHEMY_DEFAULT_N_RESULTS
       ,"alchemy_max_n_results": config.ALCHEMY_MAX_N_RESULTS
+      ,"alchemy_temperature": config.ALCHEMY_TEMPERATURE
       ,"alchemy_subtract_distance_angular": config.ALCHEMY_SUBTRACT_DISTANCE_ANGULAR
       ,"alchemy_subtract_distance_euclid": config.ALCHEMY_SUBTRACT_DISTANCE_EUCLIDEAN
     })

app_alchemy.py

@@ -1,5 +1,6 @@
 from flask import Blueprint, jsonify, request, render_template
 import logging
+import math
 
 from tasks.song_alchemy import song_alchemy
 from app_helper import attach_song_features
@@ -308,6 +309,244 @@ def rename_anchor(anchor_id):
     return jsonify({'anchor': {'id': anchor['id'], 'name': anchor['name']}})
 
 
+def _parse_radio_settings(payload):
+    temperature = payload.get('temperature')
+    n_results = payload.get('n_results')
+    if temperature is None:
+        return None, None, 'Radio temperature is required'
+    if n_results is None:
+        return None, None, 'Radio number of results is required'
+    try:
+        temperature = float(temperature)
+    except (TypeError, ValueError):
+        return None, None, 'Radio temperature must be a number'
+    if not math.isfinite(temperature):
+        return None, None, 'Radio temperature must be a finite number'
+    try:
+        n_results = int(n_results)
+    except (TypeError, ValueError):
+        return None, None, 'Radio number of results must be an integer'
+    if temperature < 0:
+        return None, None, 'Radio temperature must be 0 or greater'
+    if n_results < 1 or n_results > config.ALCHEMY_MAX_N_RESULTS:
+        return None, None, f'Radio number of results must be between 1 and {config.ALCHEMY_MAX_N_RESULTS}'
+    return temperature, n_results, None
+
+
+@alchemy_bp.route('/api/radios', methods=['GET'])
+def list_radios():
+    """
+    List saved alchemy radios.
+    ---
+    tags:
+      - Alchemy
+    summary: Return every saved radio (anchor + temperature + number of results) with its enabled state.
+    responses:
+      200:
+        description: Radio list.
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                radios:
+                  type: array
+                  items:
+                    type: object
+                    properties:
+                      id:
+                        type: integer
+                      anchor_id:
+                        type: integer
+                      name:
+                        type: string
+                        description: Name of the underlying anchor (the radio shares it).
+                      temperature:
+                        type: number
+                        format: float
+                      n_results:
+                        type: integer
+                      enabled:
+                        type: boolean
+      500:
+        description: Database error.
+    """
+    from app_helper import get_alchemy_radios
+    try:
+        radios = get_alchemy_radios()
+        return jsonify({'radios': [{
+            'id': r['id'], 'anchor_id': r['anchor_id'], 'name': r['name'],
+            'temperature': r['temperature'], 'n_results': r['n_results'], 'enabled': bool(r['enabled'])
+        } for r in radios]})
+    except Exception:
+        logger.exception('Failed to list radios')
+        return jsonify({'radios': [], 'error': 'Unable to retrieve radios at this time.'}), 500
+
+
+@alchemy_bp.route('/api/radios', methods=['POST'])
+def create_radio():
+    """
+    Save a new alchemy radio.
+    ---
+    tags:
+      - Alchemy
+    summary: Persist a radio (anchor + temperature + number of results) for batch playlist generation.
+    requestBody:
+      required: true
+      content:
+        application/json:
+          schema:
+            type: object
+            required: [anchor_id, temperature, n_results]
+            properties:
+              anchor_id:
+                type: integer
+                description: Saved anchor the radio is built on (one radio per anchor).
+              temperature:
+                type: number
+                format: float
+              n_results:
+                type: integer
+              enabled:
+                type: boolean
+                default: true
+    responses:
+      200:
+        description: Radio saved.
+      400:
+        description: Missing or invalid anchor/temperature/number of results.
+      500:
+        description: Database failure.
+    """
+    from app_helper import create_alchemy_radio
+    payload = request.get_json() or {}
+    anchor_id = payload.get('anchor_id')
+    try:
+        anchor_id = int(anchor_id)
+    except (TypeError, ValueError):
+        return jsonify({'error': 'Radio anchor is required'}), 400
+    temperature, n_results, error = _parse_radio_settings(payload)
+    if error:
+        return jsonify({'error': error}), 400
+    enabled = bool(payload.get('enabled', True))
+    radio = create_alchemy_radio(anchor_id, temperature, n_results, enabled)
+    if not radio:
+        return jsonify({'error': 'Failed to save radio. Check that the anchor exists and has no radio yet.'}), 400
+    return jsonify({'radio': radio})
+
+
+@alchemy_bp.route('/api/radios/<int:radio_id>', methods=['PUT'])
+def update_radio(radio_id):
+    """
+    Update an alchemy radio.
+    ---
+    tags:
+      - Alchemy
+    summary: Update temperature, number of results and enabled state of a saved radio.
+    parameters:
+      - name: radio_id
+        in: path
+        required: true
+        schema: { type: integer }
+    requestBody:
+      required: true
+      content:
+        application/json:
+          schema:
+            type: object
+            required: [temperature, n_results, enabled]
+            properties:
+              temperature:
+                type: number
+                format: float
+              n_results:
+                type: integer
+              enabled:
+                type: boolean
+    responses:
+      200:
+        description: Radio updated.
+      400:
+        description: Invalid temperature/number of results.
+      404:
+        description: Radio not found.
+    """
+    from app_helper import update_alchemy_radio
+    payload = request.get_json() or {}
+    temperature, n_results, error = _parse_radio_settings(payload)
+    if error:
+        return jsonify({'error': error}), 400
+    enabled = bool(payload.get('enabled', True))
+    radio = update_alchemy_radio(radio_id, temperature, n_results, enabled)
+    if not radio:
+        return jsonify({'error': 'Radio not found or update failed'}), 404
+    return jsonify({'radio': radio})
+
+
+@alchemy_bp.route('/api/radios/<int:radio_id>', methods=['DELETE'])
+def remove_radio(radio_id):
+    """
+    Delete an alchemy radio.
+    ---
+    tags:
+      - Alchemy
+    summary: Remove a saved radio by id (the underlying anchor is kept).
+    parameters:
+      - name: radio_id
+        in: path
+        required: true
+        schema: { type: integer }
+    responses:
+      200:
+        description: Radio deleted.
+      404:
+        description: Radio not found.
+    """
+    from app_helper import delete_alchemy_radio
+    ok = delete_alchemy_radio(radio_id)
+    if not ok:
+        return jsonify({'error': 'Radio not found'}), 404
+    return jsonify({'deleted': True})
+
+
+@alchemy_bp.route('/api/radios/run', methods=['POST'])
+def run_radio_playlists_endpoint():
+    """
+    Create playlists for all enabled radios.
+    ---
+    tags:
+      - Alchemy
+    summary: Delete old '_radio' playlists, then create one playlist per enabled radio on the media server.
+    responses:
+      200:
+        description: Run summary.
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                message:
+                  type: string
+                radios_enabled:
+                  type: integer
+                playlists_created:
+                  type: integer
+                failed:
+                  type: array
+                  items:
+                    type: string
+      500:
+        description: Run failed.
+    """
+    from tasks.radio_manager import run_radio_playlists
+    try:
+        summary = run_radio_playlists()
+        return jsonify(summary)
+    except Exception:
+        logger.exception('Radio playlist creation failed')
+        return jsonify({'error': 'Failed to create radio playlists. Check container logs.'}), 500
+
+
 @alchemy_bp.route('/api/artist_projections', methods=['GET'])
 def artist_projections_api():
     """

app_clap_search.py

@@ -145,9 +145,7 @@ def clap_search_api():
         logger.warning(f"ValueError in DCLAP search API: {e}")
         return jsonify({'error': 'Invalid or missing request parameter.'}), 400
     except Exception as e:
-        logger.error(f"DCLAP search API error: {e}")
-        import traceback
-        traceback.print_exc()
+        logger.exception(f"DCLAP search API error: {e}")
         return jsonify({'error': 'An internal server error occurred during DCLAP search.'}), 500
 
 

app_cron.py

@@ -60,7 +60,7 @@ def get_cron_entries():
                     type: string
                   task_type:
                     type: string
-                    enum: [analysis, clustering, sonic_fingerprint]
+                    enum: [analysis, clustering, sonic_fingerprint, alchemy_radio]
                   cron_expr:
                     type: string
                     description: 5-field cron expression "min hour day month dow".
@@ -109,7 +109,7 @@ def save_cron_entry():
                 type: string
               task_type:
                 type: string
-                enum: [analysis, clustering, sonic_fingerprint]
+                enum: [analysis, clustering, sonic_fingerprint, alchemy_radio]
               cron_expr:
                 type: string
                 description: 5-field cron expression "min hour day month dow".
@@ -304,6 +304,13 @@ def run_due_cron_jobs():
                         logger.info(f"Cron: ran sonic fingerprint synchronously (job_id={job_id})")
                     except Exception as e:
                         logger.error(f"Cron: error running sonic fingerprint: {e}")
+                elif task_type == 'alchemy_radio':
+                    from tasks.radio_manager import run_radio_playlists
+                    try:
+                        summary = run_radio_playlists()
+                        logger.info(f"Cron: ran radio playlists synchronously (job_id={job_id}, summary={summary})")
+                    except Exception:
+                        logger.exception("Cron: error running radio playlists")
                 # update last_run
                 cur2 = db.cursor()
                 cur2.execute("UPDATE cron SET last_run=%s WHERE id=%s", (now_ts, r['id']))

app_helper.py

@@ -318,6 +318,7 @@ def init_db():
                 )
             # Create 'alchemy_anchors' table to persist named user anchors for reuse
             cur.execute("CREATE TABLE IF NOT EXISTS alchemy_anchors (id SERIAL PRIMARY KEY, name TEXT UNIQUE NOT NULL, centroid JSONB NOT NULL, created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP)")
+            cur.execute("CREATE TABLE IF NOT EXISTS alchemy_radios (id SERIAL PRIMARY KEY, anchor_id INTEGER UNIQUE NOT NULL REFERENCES alchemy_anchors(id) ON DELETE CASCADE, temperature DOUBLE PRECISION NOT NULL, n_results INTEGER NOT NULL, enabled BOOLEAN NOT NULL DEFAULT TRUE, created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP)")
             # Provider migration tool: wizard session state (one row per migration attempt)
             cur.execute("""
                 CREATE TABLE IF NOT EXISTS migration_session (
@@ -1235,6 +1236,79 @@ def update_alchemy_anchor_name(anchor_id, name):
         cur.close()
 
 
+def get_alchemy_radios():
+    conn = get_db()
+    cur = conn.cursor(cursor_factory=DictCursor)
+    try:
+        cur.execute(
+            "SELECT r.id, r.anchor_id, a.name, r.temperature, r.n_results, r.enabled "
+            "FROM alchemy_radios r JOIN alchemy_anchors a ON a.id = r.anchor_id "
+            "ORDER BY a.name"
+        )
+        rows = cur.fetchall()
+        return [dict(row) for row in rows]
+    except Exception:
+        logger.exception("Failed to load alchemy radios")
+        return []
+    finally:
+        cur.close()
+
+
+def create_alchemy_radio(anchor_id, temperature, n_results, enabled=True):
+    conn = get_db()
+    cur = conn.cursor(cursor_factory=DictCursor)
+    try:
+        cur.execute(
+            "INSERT INTO alchemy_radios (anchor_id, temperature, n_results, enabled) "
+            "VALUES (%s, %s, %s, %s) RETURNING id, anchor_id, temperature, n_results, enabled",
+            (anchor_id, temperature, n_results, bool(enabled))
+        )
+        row = cur.fetchone()
+        conn.commit()
+        return dict(row) if row else None
+    except Exception:
+        conn.rollback()
+        logger.exception(f"Failed to create alchemy radio for anchor_id={anchor_id}")
+        return None
+    finally:
+        cur.close()
+
+
+def update_alchemy_radio(radio_id, temperature, n_results, enabled):
+    conn = get_db()
+    cur = conn.cursor(cursor_factory=DictCursor)
+    try:
+        cur.execute(
+            "UPDATE alchemy_radios SET temperature = %s, n_results = %s, enabled = %s "
+            "WHERE id = %s RETURNING id, anchor_id, temperature, n_results, enabled",
+            (temperature, n_results, bool(enabled), radio_id)
+        )
+        row = cur.fetchone()
+        conn.commit()
+        return dict(row) if row else None
+    except Exception:
+        conn.rollback()
+        logger.exception(f"Failed to update alchemy radio id={radio_id}")
+        return None
+    finally:
+        cur.close()
+
+
+def delete_alchemy_radio(radio_id):
+    conn = get_db()
+    cur = conn.cursor()
+    try:
+        cur.execute("DELETE FROM alchemy_radios WHERE id = %s", (radio_id,))
+        conn.commit()
+        return cur.rowcount > 0
+    except Exception:
+        conn.rollback()
+        logger.exception(f"Failed to delete alchemy radio id={radio_id}")
+        return False
+    finally:
+        cur.close()
+
+
 def save_map_projection(index_name, id_map, projection_array):
     """
     Save a precomputed 2D projection into the map_projection_data table.