net-spider-0.1.0.0: src/NetSpider/Spider.hs
{-# LANGUAGE OverloadedStrings, TypeFamilies #-}
-- |
-- Module: NetSpider.Spider
-- Description: Spider type.
-- Maintainer: Toshio Ito <debug.ito@gmail.com>
--
--
module NetSpider.Spider
( -- * Spider type
Spider,
-- * Make Spider
connectWS,
connectWith,
-- * Close Spider
close,
-- * Graph operations
addFoundNode,
getSnapshotSimple,
getSnapshot,
clearAll
) where
import Control.Exception.Safe (throwString)
import Control.Monad (void)
import Data.Aeson (ToJSON)
import Data.Foldable (foldr', toList)
import Data.Hashable (Hashable)
import Data.Greskell
( runBinder, ($.), (<$.>), (<*.>),
Binder, ToGreskell(GreskellReturn), AsIterator(IteratorItem), FromGraphSON,
liftWalk, gLimit, gIdentity
)
import Data.Hashable (Hashable)
import Data.HashMap.Strict (HashMap)
import qualified Data.HashMap.Strict as HM
import Data.HashSet (HashSet)
import qualified Data.HashSet as HS
import Data.IORef (IORef, modifyIORef, newIORef, readIORef, atomicModifyIORef')
import Data.Maybe (catMaybes, mapMaybe)
import Data.Monoid (mempty)
import Data.Vector (Vector)
import qualified Data.Vector as V
import Network.Greskell.WebSocket (Host, Port)
import qualified Network.Greskell.WebSocket as Gr
import NetSpider.Graph (EID, LinkAttributes, NodeAttributes)
import NetSpider.Graph.Internal (VFoundNode(..), EFinds(..))
import NetSpider.Found (FoundNode(..), FoundLink(..), LinkState(..))
import NetSpider.Pair (Pair)
import NetSpider.Queue (Queue, newQueue, popQueue, pushQueue)
import NetSpider.Query (Query, defQuery, startsFrom, unifyLinkSamples)
import NetSpider.Snapshot.Internal (SnapshotNode(..), SnapshotLink(..))
import NetSpider.Spider.Config (Spider(..), Config(..), defConfig)
import NetSpider.Spider.Internal.Graph
( gMakeFoundNode, gAllNodes, gHasNodeID, gHasNodeEID, gNodeEID, gNodeID, gMakeNode, gClearAll,
gLatestFoundNode, gSelectFoundNode, gFinds, gHasFoundNodeEID, gAllFoundNode
)
import NetSpider.Unify (LinkSampleUnifier, LinkSample(..), LinkSampleID, linkSampleId)
-- | Connect to the WebSocket endpoint of Tinkerpop Gremlin Server
-- that hosts the NetSpider database.
connectWS :: Eq n => Host -> Port -> IO (Spider n na la)
connectWS host port = connectWith $ defConfig { wsHost = host,
wsPort = port
}
-- | Connect to the server with the given 'Config'.
connectWith :: Config n na fla -> IO (Spider n na fla)
connectWith conf = do
client <- Gr.connect (wsHost conf) (wsPort conf)
return $ Spider { spiderConfig = conf,
spiderClient = client
}
-- | Close and release the 'Spider' object.
close :: Spider n na fla -> IO ()
close sp = Gr.close $ spiderClient sp
submitB :: (ToGreskell g, r ~ GreskellReturn g, AsIterator r, v ~ IteratorItem r, FromGraphSON v)
=> Spider n na fla -> Binder g -> IO (Gr.ResultHandle v)
submitB sp b = Gr.submit (spiderClient sp) script mbs
where
(script, bs) = runBinder b
mbs = Just bs
-- | Clear all content in the NetSpider database. This is mainly for
-- testing.
clearAll :: Spider n na fla -> IO ()
clearAll spider = Gr.drainResults =<< submitB spider (return gClearAll)
-- | Add a 'FoundNode' (observation of a node) to the NetSpider
-- database.
addFoundNode :: (ToJSON n, LinkAttributes fla, NodeAttributes na) => Spider n na fla -> FoundNode n na fla -> IO ()
addFoundNode spider found_node = do
subject_vid <- getOrMakeNode spider $ subjectNode found_node
link_pairs <- traverse linkAndTargetVID $ neighborLinks found_node
makeFoundNodeVertex subject_vid link_pairs
where
linkAndTargetVID link = do
target_vid <- getOrMakeNode spider $ targetNode link
return (link, target_vid)
makeFoundNodeVertex subject_vid link_pairs =
Gr.drainResults =<< submitB spider (fmap void $ gMakeFoundNode subject_vid link_pairs found_node)
vToMaybe :: Vector a -> Maybe a
vToMaybe v = v V.!? 0
getNode :: (ToJSON n) => Spider n na fla -> n -> IO (Maybe EID)
getNode spider nid = fmap vToMaybe $ Gr.slurpResults =<< submitB spider gt
where
gt = gNodeEID <$.> gHasNodeID spider nid <*.> pure gAllNodes
getOrMakeNode :: (ToJSON n) => Spider n na fla -> n -> IO EID
getOrMakeNode spider nid = do
mvid <- getNode spider nid
case mvid of
Just vid -> return vid
Nothing -> makeNode
where
makeNode = expectOne =<< Gr.slurpResults =<< submitB spider (liftWalk gNodeEID <$.> gMakeNode spider nid)
expectOne v = case vToMaybe v of
Just e -> return e
Nothing -> throwString "Expects at least single result, but got nothing."
-- TODO: make decent exception spec.
-- | Simple version of 'getSnapshot'. It builds the snapshot graph by
-- traversing the history graph from the given starting node.
--
-- This function is very simple, and should be used only for small
-- graphs.
getSnapshotSimple :: (FromGraphSON n, ToJSON n, Ord n, Hashable n, LinkAttributes fla, NodeAttributes na)
=> Spider n na fla
-> n -- ^ ID of the node where it starts traversing.
-> IO ([SnapshotNode n na], [SnapshotLink n fla])
getSnapshotSimple spider start_nid = getSnapshot spider $ defQuery [start_nid]
-- | Get the snapshot graph from the history graph as specified by the
-- 'Query'.
getSnapshot :: (FromGraphSON n, ToJSON n, Ord n, Hashable n, LinkAttributes fla, NodeAttributes na)
=> Spider n na fla
-> Query n na fla sla
-> IO ([SnapshotNode n na], [SnapshotLink n sla])
getSnapshot spider query = do
ref_state <- newIORef $ initSnapshotState $ startsFrom query
recurseVisitNodesForSnapshot spider ref_state
-- print =<< readIORef ref_state
fmap (makeSnapshot $ unifyLinkSamples query) $ readIORef ref_state
recurseVisitNodesForSnapshot :: (ToJSON n, Ord n, Hashable n, FromGraphSON n, LinkAttributes fla, NodeAttributes na)
=> Spider n na fla
-> IORef (SnapshotState n na fla)
-> IO ()
recurseVisitNodesForSnapshot spider ref_state = go
where
go = do
mnext_visit <- getNextVisit
case mnext_visit of
Nothing -> return ()
Just next_visit -> do
visitNodeForSnapshot spider ref_state next_visit
go
getNextVisit = atomicModifyIORef' ref_state popUnvisitedNode
-- TODO: limit number of steps.
visitNodeForSnapshot :: (ToJSON n, Ord n, Hashable n, FromGraphSON n, LinkAttributes fla, NodeAttributes na)
=> Spider n na fla
-> IORef (SnapshotState n na fla)
-> n
-> IO ()
visitNodeForSnapshot spider ref_state visit_nid = do
mnode_eid <- getVisitedNodeEID
case mnode_eid of
Nothing -> return ()
Just node_eid -> do
-- TODO: (2018-09-08) Final VFoundNode is the latest of those in
-- the query range. however, there should be an option to
-- traverse ALL "finds" edges in the query range, instead of
-- those with the latest timestamp. To do that, we may have to
-- use .as and .select steps to get "finds" edge and both of its
-- end nodes at once.
mnext_found <- getNextFoundNode node_eid
markAsVisited mnext_found
case mnext_found of
Nothing -> return ()
Just next_found -> do
link_samples <- makeLinkSamples spider visit_nid next_found
modifyIORef ref_state $ addLinkSamples $ toList link_samples
where
markAsVisited mvfn = modifyIORef ref_state $ addVisitedNode visit_nid mvfn
getVisitedNodeEID = fmap vToMaybe $ Gr.slurpResults =<< submitB spider binder
where
binder = gNodeEID <$.> gHasNodeID spider visit_nid <*.> pure gAllNodes
getNextFoundNode node_eid = fmap vToMaybe $ Gr.slurpResults =<< submitB spider binder
where
binder = gLatestFoundNode
<$.> gSelectFoundNode gIdentity -- TODO: select FoundNode to consider
<$.> gHasNodeEID node_eid
<*.> pure gAllNodes
makeLinkSamples :: (FromGraphSON n, LinkAttributes fla)
=> Spider n na fla
-> n -- ^ subject node ID.
-> VFoundNode na
-> IO (Vector (LinkSample n fla))
makeLinkSamples spider subject_nid vneighbors = do
finds_edges <- getFinds $ vfnId vneighbors
traverse toSnapshotLinkEntry finds_edges
where
getFinds neighbors_eid = Gr.slurpResults =<< submitB spider binder
where
binder = gFinds <$.> gHasFoundNodeEID neighbors_eid <*.> pure gAllFoundNode
toSnapshotLinkEntry efinds = do
target_nid <- getNodeID $ efTargetId $ efinds
let lsample = LinkSample { lsSubjectNode = subject_nid,
lsTargetNode = target_nid,
lsLinkState = efLinkState efinds,
lsTimestamp = vfnTimestamp vneighbors,
lsLinkAttributes = efLinkAttributes efinds
}
return lsample
getNodeID node_eid = expectOne =<< tryGetNodeID spider node_eid
-- TODO: Using .as and .select steps, we can get EFinds and its destination vertex simultaneously.
where
expectOne (Just r) = return r
expectOne Nothing = throwString "Expects a Vertex for a NodeID, but nothing found."
-- TODO: better exception spec.
tryGetNodeID :: FromGraphSON n => Spider n na fla -> EID -> IO (Maybe n)
tryGetNodeID spider node_eid = fmap vToMaybe $ Gr.slurpResults =<< submitB spider binder
where
binder = gNodeID spider <$.> gHasNodeEID node_eid <*.> pure gAllNodes
-- | The state kept while making the snapshot graph.
data SnapshotState n na fla =
SnapshotState
{ ssUnvisitedNodes :: !(Queue n),
ssVisitedNodes :: !(HashMap n (Maybe (VFoundNode na))),
-- ^ If the visited node has no observation yet, its node
-- attributes 'Nothing'.
ssVisitedLinks :: !(HashMap (LinkSampleID n) [LinkSample n fla])
}
deriving (Show)
emptySnapshotState :: (Ord n, Hashable n) => SnapshotState n na fla
emptySnapshotState = SnapshotState
{ ssUnvisitedNodes = mempty,
ssVisitedNodes = mempty,
ssVisitedLinks = mempty
}
initSnapshotState :: (Ord n, Hashable n) => [n] -> SnapshotState n na fla
initSnapshotState init_unvisited_nodes = emptySnapshotState { ssUnvisitedNodes = newQueue init_unvisited_nodes }
addVisitedNode :: (Eq n, Hashable n) => n -> Maybe (VFoundNode na) -> SnapshotState n na fla -> SnapshotState n na fla
addVisitedNode nid mv state = state { ssVisitedNodes = HM.insert nid mv $ ssVisitedNodes state }
addLinkSample :: (Ord n, Hashable n)
=> LinkSample n fla -> SnapshotState n na fla -> SnapshotState n na fla
addLinkSample ls state = state { ssVisitedLinks = updatedLinks,
ssUnvisitedNodes = updatedUnvisited
}
where
link_id = linkSampleId ls
updatedLinks = HM.insertWith (++) link_id (return ls) $ ssVisitedLinks state
target_nid = lsTargetNode ls
target_already_visited = HM.member target_nid $ ssVisitedNodes state
updatedUnvisited = if target_already_visited
then ssUnvisitedNodes state
else pushQueue target_nid $ ssUnvisitedNodes state
addLinkSamples :: (Ord n, Hashable n)
=> [LinkSample n fla] -> SnapshotState n na fla -> SnapshotState n na fla
addLinkSamples links orig_state = foldr' addLinkSample orig_state links
popUnvisitedNode :: SnapshotState n na fla -> (SnapshotState n na fla, Maybe n)
popUnvisitedNode state = (updated, popped)
where
updated = state { ssUnvisitedNodes = updatedUnvisited }
(popped, updatedUnvisited) = popQueue $ ssUnvisitedNodes state
makeSnapshot :: (Eq n, Hashable n)
=> LinkSampleUnifier n na fla sla
-> SnapshotState n na fla
-> ([SnapshotNode n na], [SnapshotLink n sla])
makeSnapshot unifier state = (nodes, links)
where
nodes = visited_nodes ++ boundary_nodes
visited_nodes = map (makeSnapshotNode state) $ HM.keys $ ssVisitedNodes state
boundary_nodes = map (makeSnapshotNode state) $ toList $ ssUnvisitedNodes state
links = mconcat $ map (makeSnapshotLinks unifier state) $ HM.elems $ ssVisitedLinks state
makeSnapshotNode :: (Eq n, Hashable n) => SnapshotState n na fla -> n -> SnapshotNode n na
makeSnapshotNode state nid =
SnapshotNode { _nodeId = nid,
_isOnBoundary = on_boundary,
_nodeTimestamp = fmap vfnTimestamp $ mvfn,
_nodeAttributes = fmap vfnAttributes $ mvfn
}
where
(on_boundary, mvfn) =
case HM.lookup nid $ ssVisitedNodes state of
Nothing -> (True, Nothing)
Just mv -> (False, mv)
-- | The input 'LinkSample's must be for the equivalent
-- 'LinkSampleID'. The output is list of 'SnapshotLink's, each of
-- which corresponds to a subgroup of 'LinkSample's.
makeSnapshotLinks :: (Eq n, Hashable n)
=> LinkSampleUnifier n na fla sla
-> SnapshotState n na fla
-> [LinkSample n fla]
-> [SnapshotLink n sla]
makeSnapshotLinks _ _ [] = []
makeSnapshotLinks unifier state link_samples@(head_sample : _) =
mapMaybe makeSnapshotLink $ doUnify link_samples
where
makeEndNode getter = makeSnapshotNode state $ getter $ head_sample
doUnify = unifier (makeEndNode lsSubjectNode) (makeEndNode lsTargetNode)
makeSnapshotLink unified_sample = do
case lsLinkState unified_sample of
LinkUnused -> Nothing
LinkToTarget -> Just $ sampleToLink unified_sample True True
LinkToSubject -> Just $ sampleToLink unified_sample False True
LinkBidirectional -> Just $ sampleToLink unified_sample True False
sampleToLink sample to_target is_directed =
SnapshotLink { _sourceNode = (if to_target then lsSubjectNode else lsTargetNode) sample,
_destinationNode = (if to_target then lsTargetNode else lsSubjectNode) sample,
_isDirected = is_directed,
_linkTimestamp = lsTimestamp sample,
_linkAttributes = lsLinkAttributes sample
}