Add redis (live layers)

Add base for geo_api (WIP)

pdm.lock

@@ -5,7 +5,7 @@
 groups = ["default", "dev"]
 strategy = ["cross_platform"]
 lock_version = "4.4"
-content_hash = "sha256:0d6cc736afc51fceae2eaff49ffbd91678e0ecb5c6f29e683f12c974c6f9bdac"
+content_hash = "sha256:4593cf6b7e4e89f1e407c7b7feeb12c56c84bf16d84b94d1bbe89d3d3ed4ea6d"
 
 [[package]]
 name = "annotated-types"
@@ -297,7 +297,7 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.104.1"
+version = "0.105.0"
 requires_python = ">=3.8"
 summary = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 dependencies = [
@@ -307,8 +307,8 @@ dependencies = [
     "typing-extensions>=4.8.0",
 ]
 files = [
-    {file = "fastapi-0.104.1-py3-none-any.whl", hash = "sha256:752dc31160cdbd0436bb93bad51560b57e525cbb1d4bbf6f4904ceee75548241"},
+    {file = "fastapi-0.105.0-py3-none-any.whl", hash = "sha256:f19ebf6fdc82a3281d10f2cb4774bdfa90238e3b40af3525a0c09fd08ad1c480"},
-    {file = "fastapi-0.104.1.tar.gz", hash = "sha256:e5e4540a7c5e1dcfbbcf5b903c234feddcdcd881f191977a1c5dfd917487e7ae"},
+    {file = "fastapi-0.105.0.tar.gz", hash = "sha256:4d12838819aa52af244580675825e750ad67c9df4614f557a769606af902cf22"},
 ]
 
 [[package]]
@@ -969,6 +969,19 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "redis"
+version = "5.0.1"
+requires_python = ">=3.7"
+summary = "Python client for Redis database and key-value store"
+dependencies = [
+    "async-timeout>=4.0.2; python_full_version <= \"3.11.2\"",
+]
+files = [
+    {file = "redis-5.0.1-py3-none-any.whl", hash = "sha256:ed4802971884ae19d640775ba3b03aa2e7bd5e8fb8dfaed2decce4d0fc48391f"},
+    {file = "redis-5.0.1.tar.gz", hash = "sha256:0dab495cd5753069d3bc650a0dde8a8f9edde16fc5691b689a566eda58100d0f"},
+]
+
 [[package]]
 name = "rsa"
 version = "4.9"

pyproject.toml

@@ -23,6 +23,7 @@ dependencies = [
     "pyshp>=2.3.1",
     "orjson>=3.9.10",
     "sqlmodel>=0.0.14",
+    "redis>=5.0.1",
 ]
 requires-python = ">=3.11"
 readme = "README.md"

src/gisaf/_version.py

@@ -1 +1 @@
-__version__ = '2023.4.dev3+g5494f60.d20231212'
+__version__ = '2023.4.dev4+g049b8c9.d20231213'

src/gisaf/api.py

@@ -16,7 +16,7 @@ from .models.category import Category, CategoryRead
 from .config import conf
 from .models.bootstrap import BootstrapData
 from .models.store import Store
-from .database import get_db_session, pandas_query
+from .database import get_db_session, pandas_query, fastapi_db_session as db_session
 from .security import (
     Token,
     authenticate_user, get_current_user, create_access_token,
@@ -31,7 +31,7 @@ api = FastAPI(
 )
 #api.add_middleware(SessionMiddleware, secret_key=conf.crypto.secret)
 
-db_session = Annotated[AsyncSession, Depends(get_db_session)]
+#db_session = Annotated[AsyncSession, Depends(get_db_session)]
 
 
 @api.get('/bootstrap')
@@ -55,7 +55,7 @@ async def login_for_access_token(
     access_token = create_access_token(
         data={"sub": user.username},
         expires_delta=timedelta(seconds=conf.crypto.expire))
-    return {"access_token": access_token, "token_type": "bearer"}
+    return Token(access_token=access_token, token_type='bearer')
 
 @api.get("/list")
 async def list_data_providers():

src/gisaf/application.py

@@ -8,8 +8,10 @@ from typing import Any
 from fastapi import FastAPI, responses
 
 from .api import api
+from .geoapi import api as geoapi
 from .config import conf
 from .registry import registry, ModelRegistry
+from .redis_tools import setup_redis, shutdown_redis, setup_redis_cache
 
 logging.basicConfig(level=conf.gisaf.debugLevel)
 
@@ -28,6 +30,7 @@ class GisafFastAPI(FastAPI):
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     await registry.make_registry(app)
+    await setup_redis(app)
     yield
 
 app = FastAPI(
@@ -37,4 +40,6 @@ app = FastAPI(
     lifespan=lifespan,
     default_response_class=responses.ORJSONResponse,
 )
+
 app.mount('/v2', api)
+app.mount('/gj', geoapi)

src/gisaf/database.py

@@ -1,8 +1,9 @@
 from contextlib import asynccontextmanager
+from typing import Annotated
 
 from sqlalchemy.ext.asyncio import create_async_engine
 from sqlmodel.ext.asyncio.session import AsyncSession
-
+from fastapi import Depends
 import pandas as pd
 
 from .config import conf
@@ -28,3 +29,5 @@ async def db_session() -> AsyncSession:
 
 def pandas_query(session, query):
     return pd.read_sql_query(query, session.connection())
+
+fastapi_db_session = Annotated[AsyncSession, Depends(get_db_session)]

src/gisaf/geoapi.py

@@ -0,0 +1,132 @@
+"""
+Geographical json stores, served under /gj
+Used for displaying features on maps
+"""
+import logging
+from asyncio import CancelledError
+
+from fastapi import FastAPI, HTTPException, status, responses
+from .redis_tools import store as redis_store
+# from gisaf.live import live_server
+from .registry import registry
+
+
+logger = logging.getLogger(__name__)
+
+api = FastAPI(
+    default_response_class=responses.ORJSONResponse,
+)
+
+@api.get('/live/{store}')
+async def live_layer(store: str):
+    """
+    Websocket for live layer updates
+    """
+    ws = web.WebSocketResponse()
+    await ws.prepare(request)
+    async for msg in ws:
+        if msg.type == WSMsgType.TEXT:
+            if msg.data == 'close':
+                await ws.close()
+            else:
+                msg_data = msg.json()
+                if 'message' in msg_data:
+                    if msg_data['message'] == 'subscribeLiveLayer':
+                        live_server.add_subscription(ws, store)
+                    elif msg_data['message'] == 'unsubscribeLiveLayer':
+                        live_server.remove_subscription(ws, store)
+        elif msg.type == WSMsgType.ERROR:
+            logger.exception(ws.exception())
+    logger.debug('websocket connection closed')
+    return ws
+
+@api.get('/{store_name}')
+async def get_geojson(store_name):
+    """
+    Some REST stores coded manually (route prefixed with "gj": geojson).
+    :param store_name: name of the model
+    :return: json
+    """
+    use_cache = False
+    try:
+        model = registry.stores.loc[store_name].model
+    except KeyError:
+        raise HTTPException(status.HTTP_404_NOT_FOUND)
+
+    if hasattr(model, 'viewable_role') and model.viewable_role:
+        await check_permission(request, model.viewable_role)
+
+    if await redis_store.has_channel(store_name):
+        ## Live layers
+        data = await redis_store.get_layer_as_json(store_name)
+        return web.Response(text=data.decode(), content_type='application/json')
+
+    # elif not model:
+    #     raise HTTPException(status.HTTP_404_NOT_FOUND)
+
+    if model.cache_enabled:
+        ttag = await redis_store.get_ttag(store_name)
+        if ttag and request.headers.get('If-None-Match') == ttag:
+            return web.HTTPNotModified()
+
+    if hasattr(model, 'get_geojson'):
+        geojson = await model.get_geojson(simplify_tolerance=float(request.headers.get('simplify', 50.0)))
+        ## Store to redis for caching
+        if use_cache:
+            await redis_store.store_json(model, geojson)
+        resp = web.Response(text=geojson, content_type='application/json')
+
+    elif model.can_get_features_as_df:
+        ## Get the GeoDataframe (gdf) with GeoPandas
+        ## get_popup and get_propertites get the gdf as argument and can use vectorised operations
+        try:
+            gdf = await model.get_geo_df(cast=True, with_related=True, filter_columns=True)
+        except CancelledError as err:
+            logger.debug(f'Request for {store_name} cancelled while getting gdf')
+            raise err
+        except Exception as err:
+            logger.exception(err)
+            raise web.HTTPInternalServerError()
+        ## The query of category defined models gets the status (not sure how and this could be skipped)
+        ## Other models do not have: just add it manually from the model itself
+        if 'status' not in gdf.columns:
+            gdf['status'] = model.status
+        if 'popup' not in gdf.columns:
+            gdf['popup'] = await model.get_popup(gdf)
+        properties = await model.get_properties(gdf)
+        columns = ['geometry', 'status', 'popup']
+        for property, values in properties.items():
+            columns.append(property)
+            gdf[property] = values
+        geojson = gdf[columns].to_json(separators=(',', ':'), check_circular=False)
+        ## Store to redis for caching
+        if use_cache:
+            await redis_store.store_json(model, geojson)
+        resp = geojson
+
+    else:
+        logger.warn(f"{model} doesn't allow using dataframe for generating json!")
+        attrs, features_kwargs = await model.get_features_attrs(
+            float(request.headers.get('simplify', 50.0)))
+        ## Using gino: allows OO model (get_info, etc)
+        try:
+            attrs['features'] = await model.get_features_in_bulk_gino(**features_kwargs)
+        except Exception as err:
+            logger.exception(err)
+            raise web.HTTPInternalServerError()
+        resp = attrs
+
+    if model.cache_enabled and ttag:
+        resp.headers.add('ETag', ttag)
+    return resp
+
+
+@api.get('/gj/{store_name}/popup/{id}')
+async def gj_popup(store_name: str, id: int):
+    model = registry.geom.get(store_name)
+    if not hasattr(model, 'get_popup_dynamic'):
+        return ''
+    obj = await model.get(id)
+    ## Escape characters for json
+    popup_more = obj.get_popup_dynamic().replace('"', '\\"').replace('\n', '\\n')
+    return {"text": popup_more}

src/gisaf/models/geo_models_base.py

@@ -305,7 +305,7 @@ class GeoModel(Model):
     It can be overridden with the with_related parameter when calling get_df.
     """
 
-    z_index: ClassVar[int] = 450
+    z_index: ClassVar[int] = 450 # Field(450, alias='zIndex')
     """
     z-index for the leaflet layer.
     Should be between 400 and 500.
@@ -742,6 +742,13 @@ class GeoModel(Model):
     def get_attachment_base_dir(cls):
         return Path(conf.attachments['base_dir'])/cls.get_attachment_dir()
 
+class LiveGeoModel(GeoModel):
+    store: ClassVar[str]
+    group: ClassVar[str] ='Live'
+    custom: ClassVar[bool] = True
+    is_live: ClassVar[bool] = True
+    is_db: ClassVar[bool] = False
+
 class Geom(str):
     pass
 

src/gisaf/redis_tools.py

@@ -0,0 +1,437 @@
+from typing import ClassVar
+from uuid import uuid1
+from io import BytesIO
+from asyncio import create_task
+from json import loads, dumps
+from pickle import dump, HIGHEST_PROTOCOL, loads as loads_pickle
+from time import time
+import logging
+
+import pandas as pd
+import geopandas as gpd
+from asyncpg.exceptions import UndefinedTableError, InterfaceError
+from redis import asyncio as aioredis
+from pydantic import create_model
+
+from .config import conf
+# from gisaf.models.live import LiveModel
+from .utils import (SHAPELY_TYPE_TO_MAPBOX_TYPE, DEFAULT_MAPBOX_LAYOUT,
+    DEFAULT_MAPBOX_PAINT, gisTypeSymbolMap)
+from .registry import registry
+#from .models.geom import GeomGroup, GeomModel
+from .models.geo_models_base import LiveGeoModel
+
+logger = logging.getLogger(__name__)
+
+ttag_function = """
+CREATE OR REPLACE FUNCTION gisaf.ttag() RETURNS trigger LANGUAGE plpgsql AS
+$$
+BEGIN
+PERFORM(select pg_notify('gisaf_ttag', TG_TABLE_SCHEMA || '.' || TG_TABLE_NAME));
+RETURN NULL;
+END;
+$$
+;
+"""
+
+ttag_drop_trigger = 'DROP TRIGGER IF EXISTS gisaf_ttag ON "{schema}"."{table}";'
+
+ttag_create_trigger = """
+CREATE TRIGGER gisaf_ttag AFTER INSERT OR UPDATE OR DELETE
+ON "{schema}"."{table}"
+FOR EACH STATEMENT
+EXECUTE FUNCTION gisaf.ttag();
+"""
+
+## From https://dba.stackexchange.com/questions/121717/get-triggers-table-names-in-postgresql
+get_all_triggers = """
+SELECT trg.tgname as tigger_name,
+    CASE trg.tgtype::INTEGER & 66
+        WHEN 2 THEN 'BEFORE'
+        WHEN 64 THEN 'INSTEAD OF'
+        ELSE 'AFTER'
+    END AS trigger_type,
+    CASE trg.tgtype::INTEGER & cast(28 AS INT2)
+        WHEN 16 THEN 'UPDATE'
+        WHEN 8 THEN 'DELETE'
+        WHEN 4 THEN 'INSERT'
+        WHEN 20 THEN 'INSERT, UPDATE'
+        WHEN 28 THEN 'INSERT, UPDATE, DELETE'
+        WHEN 24 THEN 'UPDATE, DELETE'
+        WHEN 12 THEN 'INSERT, DELETE'
+    END AS trigger_event,
+    ns.nspname||'.'||tbl.relname AS trigger_table,
+    obj_description(trg.oid) AS remarks,
+        CASE
+        WHEN trg.tgenabled='O' THEN 'ENABLED'
+        ELSE 'DISABLED'
+    END AS status,
+    CASE trg.tgtype::INTEGER & 1
+        WHEN 1 THEN 'ROW'::TEXT
+        ELSE 'STATEMENT'::TEXT
+    END AS trigger_level,
+    n.nspname || '.' || proc.proname AS function_name
+FROM pg_trigger trg
+    JOIN pg_proc proc ON proc.oid = trg.tgfoid
+    JOIN pg_catalog.pg_namespace n ON n.oid = proc.pronamespace
+    JOIN pg_class tbl ON trg.tgrelid = tbl.oid
+    JOIN pg_namespace ns ON ns.oid = tbl.relnamespace
+WHERE
+    trg.tgname not like 'RI_ConstraintTrigger%'
+    AND trg.tgname not like 'pg_sync_pg%';
+"""
+
+class RedisError(Exception):
+    pass
+
+class Store:
+    """
+    Store for redis:
+    - redis: RedisConnection
+    - pub (/sub) connections
+    """
+    async def setup(self, app):
+        """
+        Setup the live service for the main Gisaf application:
+            - Create connection for the publishers
+            - Create connection for redis listeners (websocket service)
+        """
+        self.app = app
+        app.extra['store'] = self
+        await self.create_connections()
+        await self.get_live_layer_defs()
+
+    async def create_connections(self):
+        """
+        Create the connection for the publisher
+        XXX: this should be renamed to be explicit
+        """
+        self.redis = aioredis.from_url(conf.gisaf_live.redis)
+        self.pub = self.redis.pubsub()
+        await self.redis.client_setname(str(uuid1()))
+        self.uuid = await self.redis.client_getname()
+        self.uuid = str(uuid1())
+
+
+    def get_json_channel(self, store_name):
+        """
+        Name of the Redis channel for the json representation
+        """
+        return f'{store_name}:json'
+
+    def get_gdf_channel(self, store_name):
+        """
+        Name of the Redis channel for the source gdf, in pickle format
+        """
+        return f'{store_name}:gdf'
+
+    def get_layer_def_channel(self, store_name):
+        """
+        Name of the Redis channel for the layer definition
+        """
+        return f'{store_name}:layer_def'
+
+    def get_mapbox_layout_channel(self, store_name):
+        """
+        Name of the Redis channel for the mapbox layout style definition
+        """
+        return f'{store_name}:mapbox_layout'
+
+    def get_mapbox_paint_channel(self, store_name):
+        """
+        Name of the Redis channel for the mapbox paint style definition
+        """
+        return f'{store_name}:mapbox_paint'
+
+    async def store_json(self, model, geojson, **kwargs):
+        """
+        Store the json representation of the gdf for caching.
+        """
+        ## Save in Redis channel
+        channel = self.get_json_channel(model.get_store_name())
+        await self.redis.set(channel, geojson)
+        ## XXX: publish to websocket?
+        #await self.pub.publish(self.get_json_channel(store_name), data)
+
+    async def publish(self, *args, **kwargs):
+        """
+        Wrapper for publishing to the redis pubsub channel
+        """
+        return await self.redis.publish(*args, **kwargs)
+
+    async def publish_gdf(self, live_name, gdf, **kwargs):
+        """
+        Create or update the live layer, store in redis.
+        Additionally, publish to the channel for websocket live updates to ws_clients
+        """
+        if gdf is None:
+            gdf = gpd.GeoDataFrame(data={'geom': []}, geometry='geom')
+        if isinstance(gdf.index, pd.core.indexes.multi.MultiIndex):
+            raise ValueError('Gisaf live does not accept dataframes with multi index')
+        return await self._store_live_to_redis(live_name, gdf, **kwargs)
+
+    async def _store_live_to_redis(self, live_name, gdf, properties=None,
+            mapbox_paint=None, mapbox_layout=None, info=None,
+            viewable_role=None, z_index=499, description='',
+            status='L', symbol=None, color=None, attribution=None,
+            **kwargs):
+        """
+        Store and publish the live layer data and metadata to redis channels
+        """
+        store_name = f'live:{live_name}'
+        ## Filter empty geometries
+        gdf = gdf[gdf[gdf.geometry.name].notnull()]
+        ## Reproject eventually
+        if 'status' not in gdf.columns:
+            gdf['status'] = status
+        if 'popup' not in gdf.columns:
+            gdf['popup'] = 'Live: ' + live_name + ' #' + gdf.index.astype('U')
+        if len(gdf) > 0:
+            gdf = gdf.to_crs(conf.crs['geojson'])
+            gis_type = gdf.geom_type.iloc[0]
+        else:
+            gis_type = 'Point'  ## FIXME: cannot be inferred from the gdf?
+        mapbox_type = SHAPELY_TYPE_TO_MAPBOX_TYPE.get(gis_type, None)
+        if not mapbox_paint:
+            mapbox_paint = DEFAULT_MAPBOX_PAINT.get(mapbox_type, {})
+            if color:
+                if mapbox_type == 'symbol':
+                    mapbox_paint['text-color'] = color
+        if not mapbox_layout:
+            mapbox_layout = DEFAULT_MAPBOX_LAYOUT.get(mapbox_type, {})
+            if symbol:
+                mapbox_layout['text-field'] = symbol
+        if not symbol:
+            symbol = gisTypeSymbolMap.get(gis_type, '\ue02e')
+        if properties == None:
+            properties = []
+        ## Add a column for json representation
+        columns = {'status', 'popup', gdf.geometry.name, 'store', 'id'}
+        geojson = gdf[list(columns.intersection(gdf.columns).union(properties))].to_json()
+        ## Publish to websocket
+        await self.redis.publish(self.get_json_channel(store_name), geojson)
+        layer_def_data = dumps({
+            'store': store_name,
+            'z_index': z_index,
+            'count': len(gdf),
+            'mapbox_type': mapbox_type,
+            'gis_type': gis_type,
+            'symbol': symbol,
+            'name': live_name,
+            'description': description,
+            'viewable_role': viewable_role,
+            'attribution': attribution,
+            'is_live': True,
+        })
+        ## Pickle the dataframe
+        with BytesIO() as buf:
+            dump(gdf, buf, protocol=HIGHEST_PROTOCOL)
+            buf.seek(0)
+            #df_blob = buf.read()
+            await self.redis.set(self.get_gdf_channel(store_name), buf.read())
+
+        ## Save in Redis channels
+        await self.redis.set(self.get_json_channel(store_name), geojson)
+        await self.redis.set(
+            self.get_mapbox_layout_channel(store_name),
+            dumps(mapbox_layout)
+        )
+        await self.redis.set(self.get_mapbox_paint_channel(store_name), dumps(mapbox_paint))
+        await self.redis.set(self.get_layer_def_channel(store_name), layer_def_data)
+
+        ## Update the layers/stores registry
+        if hasattr(self, 'app'):
+            await self.get_live_layer_defs()
+
+        return geojson
+
+    async def get_listener(self, channel):
+        return await self.pub.psubscribe(channel)
+
+    async def remove_layer(self, store_name):
+        """
+        Remove the layer from Gisaf Live (channel)
+        """
+        await self.redis.delete(self.get_json_channel(store_name))
+        await self.redis.delete(self.get_layer_def_channel(store_name))
+        await self.redis.delete(self.get_gdf_channel(store_name))
+        await self.redis.delete(self.get_mapbox_layout_channel(store_name))
+        await self.redis.delete(self.get_mapbox_paint_channel(store_name))
+
+        ## Update the layers/stores registry
+        if hasattr(self, 'app'):
+            await self.get_live_layer_defs()
+
+    async def has_channel(self, store_name):
+        return len(await self.redis.keys(self.get_json_channel(store_name))) > 0
+
+    async def get_live_layer_def_channels(self):
+        try:
+            return [k.decode() for k in await self.redis.keys('live:*:layer_def')]
+        except aioredis.exceptions.ConnectionError as err:
+            raise RedisError('Cannot use Redis server, please restart Gisaf')
+
+    async def get_layer_def(self, store_name):
+        return loads(await self.redis.get(self.get_layer_def_channel(store_name)))
+
+    async def get_live_layer_defs(self) -> list[LiveGeoModel]:
+        registry.geom_live_defs = {}
+        for channel in sorted(await self.get_live_layer_def_channels()):
+            model_info = loads(await self.redis.get(channel))
+            registry.geom_live_defs[model_info['store']] = model_info
+        registry.update_live_layers()
+
+    async def get_mapbox_style(self, store_name):
+        """
+        Get the http headers (mapbox style) from the store name (layer_def)
+        """
+        paint = await self.redis.get(self.get_mapbox_paint_channel(store_name))
+        layout = await self.redis.get(self.get_mapbox_layout_channel(store_name))
+        style = {}
+        if paint is not None:
+            style['paint'] = paint.decode()
+        if layout is not None:
+            style['layout'] = layout.decode()
+        return style
+
+    async def get_layer_as_json(self, store_name):
+        """
+        Get the json from the store name (layer_def)
+        """
+        return await self.redis.get(self.get_json_channel(store_name))
+
+    async def get_gdf(self, store_name, reproject=False):
+        raw_data = await self.redis.get(self.get_gdf_channel(store_name))
+        if raw_data == None:
+            raise RedisError(f'Cannot get {store_name}: no data')
+        try:
+            gdf = loads_pickle(raw_data)
+        except Exception as err:
+            logger.exception(err)
+            raise RedisError(f'Cannot get {store_name}: pickle error from redis store: {err.__class__.__name__}, {err.args[0]}')
+        if len(gdf) == 0:
+            raise RedisError(f'Cannot get {store_name}: empty')
+        if reproject:
+            gdf.to_crs(conf.crs['for_proj'], inplace=True)
+        return gdf
+
+    async def get_feature_info(self, store_name, id):
+        gdf = await self.get_gdf(store_name)
+        ## FIXME: requires the gdf to have an integer index, used as feature['id'] on the map
+        return gdf.loc[int(id)]
+
+    async def set_ttag(self, store_name, now):
+        """
+        Set the ttag for the store as 'now'
+        """
+        #logger.debug(f'ttag {store_name} at {now}')
+        await self.redis.set(f'ttag:{store_name}', now)
+
+    def create_task_store_ttag(self, connection, pid, channel, store_name):
+        """
+        Postgres/asyncpg listener for the trigger on data change.
+        A task is created because this function is not asynchronous.
+        """
+        create_task(self.set_ttag(store_name, time()))
+
+    async def get_ttag(self, store_name):
+        """
+        Get the ttag for the given store.
+        ttag is the time stamp of the last modification of the store.
+        If no ttag is know, create one as now.
+        """
+        ttag = await self.redis.get(f'ttag:{store_name}')
+        if ttag:
+            return ttag.decode()
+        else:
+            ## No ttag: Gisaf doesn't know when was the last update,
+            ## ie it was restarted and the ttags are cleared on startup.
+            ## Set a ttag now, using the current epoch time in seconds in hex,
+            ## double quoted and add a W/ prefix as it's basically a weak ETag
+            weak_now_hex = f'W/"{hex(int(time()))[2:]}"'
+            await self.set_ttag(store_name, weak_now_hex)
+            return weak_now_hex
+
+    async def delete_all_ttags(self):
+        """
+        Delete all ttags in redis
+        """
+        ## Equivalient command line: redis-cli del (redis-cli --scan --pattern 'ttag:*')
+        keys = await self.redis.keys('ttag:*')
+        if keys:
+            await self.redis.delete(*keys)
+
+    async def _setup_db_cache_system(self):
+        """
+        Setup the caching system:
+        - clear all Redis store at startup
+        - make sure the triggers and the "change" (insert, update, delete) event emitter
+            function are setup on the database server
+        - listen to the DB event emitter: setup a callback function
+        """
+        ## Setup the function and triggers on tables
+        db = self.app['db']
+
+        ## Keep the connection alive: don't use a "with" block
+        ## It needs to be closed correctly: see _close_permanant_db_connection
+        self._permanent_conn = await db.acquire()
+        self._permanent_raw_conn = await self._permanent_conn.get_raw_connection()
+
+        ## Create the function in the database
+        await self._permanent_raw_conn.execute(ttag_function)
+
+        ## Delete all the ttags, for safety
+        ## eg. the database was changed and Gisaf wasn't running, so the redis store wasn't updated
+        await store.delete_all_ttags()
+
+        ## Create DB triggers on the tables of the models
+        all_triggers = await self._permanent_raw_conn.fetch(get_all_triggers)
+        stores_with_trigger = {t['trigger_table'] for t in all_triggers if t['tigger_name'] == 'gisaf_ttag'}
+        missing_triger_tables = set(registry.geom).difference(stores_with_trigger)
+        if len(missing_triger_tables) > 0:
+            logger.info(f'Create Postgres modification triggers for {len(missing_triger_tables)} tables')
+            for store_name in missing_triger_tables:
+                model = registry.geom[store_name]
+                try:
+                    await self._permanent_raw_conn.execute(ttag_create_trigger.format(
+                        schema=model.__table__.schema, table=model.__table__.name))
+                except UndefinedTableError:
+                    logger.warning(f'table {store_name} does not exist in the database: skip modification trigger')
+        ## Setup triggers on Category and Qml, for Mapbox layer styling
+        for schema, table in (('gisaf_map', 'qml'), ('gisaf_survey', 'category')):
+            triggers = [t for t in all_triggers
+                        if t['tigger_name'] == 'gisaf_ttag' and t['trigger_table'] == f'{schema}.{table}']
+            if len(triggers) == 0:
+                await self._permanent_raw_conn.execute(ttag_create_trigger.format(schema=schema, table=table))
+
+        ## Listen: define the callback function
+        await self._permanent_raw_conn.add_listener('gisaf_ttag', store.create_task_store_ttag)
+
+    async def _close_permanant_db_connection(self):
+        """
+        Called at aiohttp server shutdown: remove the listener and close the connections
+        """
+        try:
+            await self._permanent_raw_conn.remove_listener('gisaf_ttag', store.create_task_store_ttag)
+        except InterfaceError as err:
+            logger.warning(f'Cannot remove asyncpg listener in _close_permanant_db_connection: {err}')
+        await self._permanent_raw_conn.close()
+        await self._permanent_conn.release()
+
+
+async def setup_redis(app):
+    global store
+    await store.setup(app)
+
+
+async def setup_redis_cache(app):
+    global store
+    await store._setup_db_cache_system()
+
+
+async def shutdown_redis(app):
+    global store
+    await store._close_permanant_db_connection()
+
+
+store = Store()

src/gisaf/registry.py

@@ -6,6 +6,7 @@ import importlib
 import pkgutil
 from collections import defaultdict
 from importlib.metadata import entry_points
+from typing import Any, ClassVar
 
 from pydantic import create_model
 from sqlalchemy import inspect, text
@@ -19,6 +20,7 @@ from .config import conf
 from .models import (misc, category as category_module,
                      project, reconcile, map_bases, tags)
 from .models.geo_models_base import (
+    LiveGeoModel,
     PlottableModel,
     GeoModel,
     RawSurveyBaseModel,
@@ -68,6 +70,8 @@ class ModelRegistry:
     Maintains registries for all kind of model types, eg. geom, data, values...
     Provides tools to get the models from their names, table names, etc.
     """
+    stores: pd.DataFrame
+
     def __init__(self):
         """
         Get geo models
@@ -75,6 +79,8 @@ class ModelRegistry:
         """
         self.geom_custom = {}
         self.geom_custom_store = {}
+        self.geom_live: dict[str, LiveGeoModel] = {}
+        self.geom_live_defs: dict[str, dict[str, Any]] = {}
         self.values = {}
         self.other = {}
         self.misc = {}
@@ -125,12 +131,11 @@ class ModelRegistry:
             raw_store_name = f'{raw_survey.schema}.RAW_{category.table_name}'
             raw_survey_field_definitions = {
                 ## FIXME: RawSurveyBaseModel.category should be a Category, not category.name
-                'category_name': (str, category.name),
+                'category_name': (ClassVar[str], category.name),
                 ## FIXME: Same for RawSurveyBaseModel.group
-                'group_name': (str, category.category_group.name),
+                'group_name': (ClassVar[str], category.category_group.name),
-                'viewable_role': (str, category.viewable_role),
+                'viewable_role': (ClassVar[str], category.viewable_role),
-                'store_name': (str, raw_store_name),
+                'store_name': (ClassVar[str], raw_store_name),
-                # 'icon': (str, ''),
                 # 'icon': (str, ''),
             }
             ## Raw survey points
@@ -142,14 +147,14 @@ class ModelRegistry:
                         'table': True,
                         'metadata': raw_survey,
                         '__tablename__': category.raw_survey_table_name,
-                        ## FIXME: RawSurveyBaseModel.category should be a Category, not category.name
+                        # ## FIXME: RawSurveyBaseModel.category should be a Category, not category.name
-                        'category_name': category.name,
+                        # 'category_name': category.name,
-                        ## FIXME: Same for RawSurveyBaseModel.group
+                        # ## FIXME: Same for RawSurveyBaseModel.group
-                        'group_name': category.category_group.name,
+                        # 'group_name': category.category_group.name,
-                        'viewable_role': category.viewable_role,
+                        # 'viewable_role': category.viewable_role,
-                        'store_name': raw_store_name,
+                        # 'store_name': raw_store_name,
                     },
-                    # **raw_survey_field_definitions
+                    **raw_survey_field_definitions
                 )
             except Exception as err:
                 logger.exception(err)
@@ -162,11 +167,11 @@ class ModelRegistry:
             try:
                 if model_class:
                     survey_field_definitions = {
-                        'category_name': (str, category.name),
+                        'category_name': (ClassVar[str], category.name),
-                        'group_name': (str, category.category_group.name),
+                        'group_name': (ClassVar[str], category.category_group.name),
-                        'raw_store_name': (str, raw_store_name),
+                        'raw_store_name': (ClassVar[str], raw_store_name),
-                        'viewable_role': (str, category.viewable_role),
+                        'viewable_role': (ClassVar[str], category.viewable_role),
-                        'symbol': (str, category.symbol),
+                        'symbol': (ClassVar[str], category.symbol),
                         #'raw_model': (str, self.raw_survey_models.get(raw_store_name)),
                         # 'icon': (str, f'{survey.schema}-{category.table_name}'),
                     }
@@ -177,13 +182,13 @@ class ModelRegistry:
                             'table': True,
                             'metadata': survey,
                             '__tablename__': category.table_name,
-                            'category_name': category.name,
+                            # 'category_name': category.name,
-                            'group_name': category.category_group.name,
+                            # 'group_name': category.category_group.name,
-                            'raw_store_name': raw_store_name,
+                            # 'raw_store_name': raw_store_name,
-                            'viewable_role': category.viewable_role,
+                            # 'viewable_role': category.viewable_role,
-                            'symbol': category.symbol,
+                            # 'symbol': category.symbol,
                         },
-                        # **survey_field_definitions,
+                        **survey_field_definitions,
                         )
             except Exception as err:
                 logger.warning(err)
@@ -519,13 +524,15 @@ class ModelRegistry:
                 row.model.mapbox_type, # or None,
                 row.model.base_gis_type,
                 row.model.z_index,
+                row.model.attribution,
             )
 
         # self.stores['icon'],\
         # self.stores['symbol'],\
-        self.stores['mapbox_type_default'],\
+        self.stores['mapbox_type_default'], \
-        self.stores['base_gis_type'],\
+        self.stores['base_gis_type'], \
-        self.stores['z_index']\
+        self.stores['z_index'], \
+        self.stores['attribution'] \
         = zip(*self.stores.apply(fill_columns_from_model, axis=1))
 
         #self.stores['mapbox_type_custom'] = self.stores['mapbox_type_custom'].replace('', np.nan).fillna(np.nan)
@@ -614,27 +621,61 @@ class ModelRegistry:
 
         # return store_df.gql_object_type.to_list()
 
-    #def update_live_layers(self, live_models: List[GeomModel]):
+    def update_live_layers(self):
-    #raise ToMigrate('make_model_gql_object_type')
-    def update_live_layers(self, live_models):
         """
-        Update the live layers in the registry, using the provided list of GeomModel
+        Update the live layers, using the list of model definitions found in
+        self.geom_live_defs, which is normally updated by the redis store
         """
         ## Remove existing live layers
-        self.stores.drop(self.stores[self.stores.is_live==True].index, inplace=True)
+        self.geom_live = {}
-
+        self.stores.drop(self.stores[self.stores.is_live == True].index,  # noqa: E712
-        ## Add provided live layers
+                         inplace=True)
-        ## Ideally, should be vectorized
+        df_live = pd.DataFrame.from_dict(self.geom_live_defs.values(),
-        for model in live_models:
+                                         orient='columns'
-            self.stores.loc[model.store] = {
+                                         ).set_index('store')
-                'description': model.description,
+        ## Adjust column names
-                'group': model.group,
+        ## and add columns, to make sure pandas dtypes are not changed when the
-                'name': model.name,
+        ## dataframes are concat
-                'gql_object_type': model,
+        ## TODO: standardize names across the whole workflow,
-                'is_live': True,
+        ## then remove the rename below:
-                'is_db': False,
+        df_live.rename(
-                'custom': True,
+            columns={
+                'live': 'is_live',
+                'zIndex': 'z_index',
+                'gisType': 'model_type',
+                'type': 'mapbox_type',
+                'viewableRole': 'viewable_role',
+            }, inplace=True
+        )
+        ## Add columns
+        df_live['auto_import'] = False
+        df_live['base_gis_type'] = df_live['model_type']
+        df_live['custom'] = False
+        df_live['group'] = ''
+        df_live['in_menu'] = True
+        df_live['is_db'] = False
+        df_live['is_line_work'] = False
+        df_live['long_name'] = df_live['name']
+        df_live['mapbox_type_custom'] = df_live['mapbox_type']
+        df_live['minor_group_1'] = ''
+        df_live['minor_group_2'] = ''
+        df_live['status'] = 'E'
+        df_live['style'] = None
+        df_live['title'] = df_live['name']
+        registry.stores = pd.concat([registry.stores, df_live])
+        for store, model_info in self.geom_live_defs.items():
+            ## Add provided live layers in the stores df
+            # Create the pydantic model
+            # NOTE: Unused at this point, but might be usedful
+            field_definitions = {
+                k: (ClassVar[v.__class__], v)
+                for k, v in model_info.items()
             }
+            self.geom_live[store] = create_model(
+                        __model_name=store,
+                        __base__= LiveGeoModel,
+                        **field_definitions
+            )
 
 # Accessible as global
 registry: ModelRegistry = ModelRegistry()