fix again

providers/kubra.py

@@ -0,0 +1,173 @@
+import requests
+import json
+import logging
+import polyline
+import mercantile
+from datetime import datetime
+from providers.base import BaseProvider, BaseCountyProvider
+
+logger = logging.getLogger(__name__)
+
+class KubraCountyProvider(BaseCountyProvider):
+    def fetch(self):
+        meta_url = self.config.get('county_meta_url')
+        report_url_suffix = self.config.get('county_report_suffix')
+        
+        try:
+            # 1. Get hexes from meta_url
+            meta_resp = self.session.get(meta_url)
+            meta_data = meta_resp.json()
+            path = meta_data.get('data', {}).get('cluster_interval_generation_data')
+            if not path: return []
+            
+            # 2. Construct final report URL
+            # The old script's logic reveals the path is composed of a base,
+            # the second hex from the metadata path, and the report suffix.
+            # Example path from meta: data/e2ae0326-9912-436a-9355-eb2687e798b1
+            path_parts = path.split('/')  # e.g., ['data', 'hex1', 'hex2', 'hex3']
+            if len(path_parts) < 4:
+                logger.error(f"Invalid metadata path format for {self.name}: {path}")
+                return []
+            
+            # This is the single, correct URL format used by the original script.
+            # It uses the fourth element (index 3) from the metadata path.
+            report_url = f"https://kubra.io/data/{path_parts[3]}{report_url_suffix}"
+
+            # 3. Fetch and process report
+            report_resp = self.session.get(report_url)
+            if not report_resp.ok or not report_resp.text:
+                logger.info(f"No county report data available for {self.name} at this time.")
+                return []
+
+            report_data = report_resp.json()
+            return self._normalize(report_data)
+        except json.JSONDecodeError:
+            logger.warning(f"Could not decode JSON from county report for {self.name}. The report may be empty or invalid.")
+            return []
+        except requests.exceptions.RequestException as e:
+            logger.error(f"Error fetching Kubra county data for {self.name}: {e}")
+            return []
+
+    def _normalize(self, data):
+        results = []
+        primary_areas = data.get("file_data", {}).get("areas", [])
+        if not primary_areas: return []
+
+        first_item_key = primary_areas[0].get("key")
+
+        if first_item_key == "state":
+            for state_area in primary_areas:
+                for county in state_area.get("areas", []):
+                    if county.get("key") == "county":
+                        results.append(self._extract_info(county))
+        elif first_item_key == "county":
+            for county in primary_areas:
+                if county.get("key") == "county":
+                    results.append(self._extract_info(county))
+        return results
+
+    def _extract_info(self, county_item):
+        return {
+            'outages': county_item.get('cust_a', {}).get('val'),
+            'served': county_item.get('cust_s'),
+            'county': county_item.get('name', '').capitalize(),
+            'state': county_item.get('state') or self.config.get('state_filter'),
+            'company': self.name
+        }
+
+class KubraProvider(BaseProvider):
+    def __init__(self, config, session):
+        super().__init__(config, session)
+        self.max_zoom = 14
+        self.results = []
+        self.base_url_template = 'https://kubra.io/cluster-data/'
+
+    def fetch(self):
+        meta_url = self.config.get('meta_url')
+        if not meta_url: return []
+
+        # Fetch hexes ONCE per run, not in the recursive loop.
+        self.hex1, self.hex2 = self._get_hexes(meta_url)
+        if not self.hex1 or not self.hex2:
+            logger.error(f"[{self.name}] Could not get session hex keys. Aborting fetch for this provider.")
+            return []
+
+        quadkeys = self.config.get('quadkeys', [])
+
+        self.results = []
+        self._fetch_recursive(quadkeys, set(), zoom=len(quadkeys[0]))
+        return self.results
+
+    def _get_hexes(self, url):
+        try:
+            resp = self.session.get(url)
+            path = resp.json().get('data', {}).get('cluster_interval_generation_data')
+            parts = path.split('/')
+            return parts[2], parts[3]
+        except: return None, None
+
+    def _fetch_recursive(self, quadkeys, seen, zoom):
+        for q in quadkeys:
+            suffix = q[-3:][::-1]
+            url = f"{self.base_url_template}{suffix}/{self.hex1}/{self.hex2}/public/{self.config.get('layer')}/{q}.json"
+            try:
+                resp = self.session.get(url)
+                if not resp.ok:
+                    continue
+                
+                file_data = resp.json().get('file_data', [])
+                for item in file_data:
+                    desc = item.get('desc')
+                    
+                    # This mirrors the safe logic from the original power2.py's 'kubra' function.
+                    # If 'desc' is missing, assume it's a cluster to be safe and drill down.
+                    is_cluster = True if desc is None else desc.get('cluster', False)
+
+                    # If it's a cluster and we haven't hit max zoom, drill down.
+                    if is_cluster and zoom + 1 <= self.max_zoom:
+                        p_geom = item.get('geom', {}).get('p', [])
+                        if p_geom:
+                            next_key = self._get_quadkey_for_point(p_geom[0], zoom + 1)
+                            self._fetch_recursive([next_key], seen, zoom + 1)
+                    else:
+                        # Otherwise, it's a final outage record. Process it.
+                        self.results.append(self._normalize(item))
+            except Exception as e:
+                logger.error(f"[{self.name}] Unhandled exception in _fetch_recursive for {q}: {e}", exc_info=True)
+
+    def _normalize(self, item):
+        # Ensure 'desc' is a dictionary, even if it's missing from the item. This prevents the AttributeError.
+        desc = item.get('desc') or {}
+        geom = item.get('geom', {})
+        p = geom.get('p', [None])[0] if geom.get('p') else None
+        if not p:
+            return {}
+        latlon = polyline.decode(p)[0]
+        def ts(s):
+            if not s or s=='ETR-NULL': return None
+            try: return datetime.strptime(s, "%Y-%m-%dT%H:%M:%S%z")
+            except: 
+                try: return datetime.strptime(s, "%Y-%m-%dT%H:%M%z")
+                except: return None
+        
+        cause_dict = desc.get('cause')
+        cause = cause_dict.get('EN-US', "Pending") if cause_dict else "Pending"
+        
+        crew_dict = desc.get('crew_status')
+        crew_status = crew_dict.get('EN-US') if crew_dict else None
+
+        return {
+            'incidentid': desc.get('inc_id'), 'utility': self.name,
+            'lat': latlon[0], 'lon': latlon[1], 'pointgeom': p, 'areageom': geom.get('a'),
+            'start': ts(desc.get('start_time')), 'etr': ts(desc.get('etr')),
+            'outagen': desc.get('cust_a', {}).get('val', 0), 'cause': cause,
+            'crew_status': crew_status, 'active': True
+        }
+    
+    def _get_quadkey_for_point(self, p, z):
+        ll = polyline.decode(p)[0]
+        return mercantile.quadkey(mercantile.tile(lng=ll[1], lat=ll[0], zoom=z))
+    
+    def _get_neighbors(self, q):
+        t = mercantile.quadkey_to_tile(q)
+        return [mercantile.quadkey(n) for n in mercantile.neighbors(t)]