From 8a922de6bb3747e13185379879542cce1c559534 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Fri, 2 Aug 2024 13:40:19 -0700
Subject: [PATCH 01/13] Adding bulk delete

---
 cmd/delete/main.go       |  88 ++++++++++++++++
 elastic/graph.go         |   4 +
 existing-sql/graph.go    |   4 +
 gdbi/interface.go        |   6 ++
 gripper/graph.go         |   4 +
 gripql/client.go         |  17 ++++
 gripql/gripql.pb.dgw.go  |  78 ++++++++++++++
 gripql/gripql.pb.go      | 214 ++++++++++++++++++++-------------------
 gripql/gripql.pb.gw.go   |  89 +++++++++++++++-
 gripql/gripql.proto      |   6 ++
 gripql/gripql_grpc.pb.go |  72 +++++++++++++
 kvgraph/graph.go         |  16 +++
 mongo/graph.go           |   4 +
 psql/graph.go            |   4 +
 util/delete.go           |  57 +++++++++++
 util/delete.gp           |   0
 16 files changed, 555 insertions(+), 108 deletions(-)
 create mode 100644 cmd/delete/main.go
 create mode 100644 util/delete.go
 create mode 100644 util/delete.gp

diff --git a/cmd/delete/main.go b/cmd/delete/main.go
new file mode 100644
index 00000000..2b5cb69b
--- /dev/null
+++ b/cmd/delete/main.go
@@ -0,0 +1,88 @@
+package delete
+
+import (
+	"encoding/json"
+	"fmt"
+	"io/ioutil"
+	"os"
+
+	"github.com/bmeg/grip/gripql"
+	"github.com/bmeg/grip/log"
+	"github.com/bmeg/grip/util/rpc"
+	"github.com/spf13/cobra"
+)
+
+var host = "localhost:8202"
+var graph = "GEN3"
+var file string
+
+type Data struct {
+	Delete []string `json:"DELETE"`
+}
+
+// Cmd command line declaration
+var Cmd = &cobra.Command{
+	Use:   "delete <graph elem list file>",
+	Short: "bulk delete",
+	Long:  ``,
+	Args:  cobra.ExactArgs(3),
+	RunE: func(cmd *cobra.Command, args []string) error {
+		conn, err := gripql.Connect(rpc.ConfigWithDefaults(host), true)
+		if err != nil {
+			return err
+		}
+		graph = args[0]
+		file = args[1]
+		if file == "" {
+			log.Errorln("No input file found")
+		}
+
+		jsonFile, err := os.Open("input.json")
+		if err != nil {
+			log.Errorf("Failed to open file: %s", err)
+		}
+		defer jsonFile.Close()
+
+		// Read the JSON file
+		byteValue, err := ioutil.ReadAll(jsonFile)
+		if err != nil {
+			log.Errorf("Failed to read file: %s", err)
+		}
+
+		// Unmarshal the JSON into the Data struct
+		var data Data
+		err = json.Unmarshal(byteValue, &data)
+		if err != nil {
+			log.Errorf("Failed to unmarshal JSON: %s", err)
+		}
+
+		// Print the list
+		fmt.Println(data.Delete)
+
+		elemChan := make(chan *gripql.ElementID)
+		wait := make(chan bool)
+		go func() {
+			if err := conn.BulkDelete(elemChan); err != nil {
+				log.Errorf("bulk add error: %v", err)
+			}
+			wait <- false
+		}()
+
+		count := 0
+		for _, v := range data.Delete {
+			count++
+			elemChan <- &gripql.ElementID{Graph: graph, Id: v}
+		}
+
+		close(elemChan)
+		<-wait
+		return nil
+	},
+}
+
+func init() {
+	//flags := Cmd.Flags()
+	//flags.StringVar(&host, "host", host, "grip server url")
+	//flags.StringVar(&graph, "graph", graph, "graph name")
+	// /flags.StringVar(&file, "file", file, "file name")
+}
diff --git a/elastic/graph.go b/elastic/graph.go
index bbd9e1bb..e3da5abe 100644
--- a/elastic/graph.go
+++ b/elastic/graph.go
@@ -118,6 +118,10 @@ func (es *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, es.graph, es.AddVertex, es.AddEdge)
 }
 
+func (es *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	return util.DeleteBatch(stream, 50, es.graph, es.DelEdge)
+}
+
 // DelEdge deletes edge `eid`
 func (es *Graph) DelEdge(eid string) error {
 	ctx := context.Background()
diff --git a/existing-sql/graph.go b/existing-sql/graph.go
index 4ac37e53..7189472c 100644
--- a/existing-sql/graph.go
+++ b/existing-sql/graph.go
@@ -45,6 +45,10 @@ func (g *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return errors.New("not implemented")
 }
 
+func (g *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	return errors.New("not implemented")
+}
+
 // DelVertex is not implemented in the SQL driver
 func (g *Graph) DelVertex(key string) error {
 	return errors.New("not implemented")
diff --git a/gdbi/interface.go b/gdbi/interface.go
index 08384fbc..026066d1 100644
--- a/gdbi/interface.go
+++ b/gdbi/interface.go
@@ -60,6 +60,11 @@ type GraphElement struct {
 	Graph  string
 }
 
+type ElementID struct {
+	Graph string
+	Id    string
+}
+
 type Aggregate struct {
 	Name  string
 	Key   interface{}
@@ -157,6 +162,7 @@ type GraphInterface interface {
 	AddEdge(edge []*Edge) error
 
 	BulkAdd(<-chan *GraphElement) error
+	BulkDelete(<-chan *ElementID) error
 
 	DelVertex(key string) error
 	DelEdge(key string) error
diff --git a/gripper/graph.go b/gripper/graph.go
index 8ceddc80..7f1d6132 100644
--- a/gripper/graph.go
+++ b/gripper/graph.go
@@ -175,6 +175,10 @@ func (t *TabularGraph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return fmt.Errorf("GRIPPER is ReadOnly")
 }
 
+func (t *TabularGraph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	return fmt.Errorf("GRIPPER is ReadOnly")
+}
+
 func (t *TabularGraph) Compiler() gdbi.Compiler {
 	return core.NewCompiler(t, TabularOptimizer)
 }
diff --git a/gripql/client.go b/gripql/client.go
index 9a83ae18..b32811c6 100644
--- a/gripql/client.go
+++ b/gripql/client.go
@@ -181,6 +181,23 @@ func (client Client) BulkAdd(elemChan chan *GraphElement) error {
 	return err
 }
 
+func (client Client) BulkDelete(elemChan chan *ElementID) error {
+	sc, err := client.EditC.BulkDelete(context.Background())
+	if err != nil {
+		return err
+	}
+
+	for elem := range elemChan {
+		err := sc.Send(elem)
+		if err != nil {
+			return err
+		}
+	}
+
+	_, err = sc.CloseAndRecv()
+	return err
+}
+
 // GetVertex obtains a vertex from a graph by `id`
 func (client Client) GetVertex(graph string, id string) (*Vertex, error) {
 	v, err := client.QueryC.GetVertex(context.Background(), &ElementID{Graph: graph, Id: id})
diff --git a/gripql/gripql.pb.dgw.go b/gripql/gripql.pb.dgw.go
index 1992394d..f5a02cc2 100644
--- a/gripql/gripql.pb.dgw.go
+++ b/gripql/gripql.pb.dgw.go
@@ -914,6 +914,84 @@ func (shim *EditDirectClient) DeleteGraph(ctx context.Context, in *GraphID, opts
 	return shim.server.DeleteGraph(ictx, in)
 }
 
+// Streaming data 'server' shim. Provides the Send/Recv funcs expected by the
+// user server code when dealing with a streaming input
+
+/* Start EditBulkDelete streaming input server */
+type directEditBulkDelete struct {
+  ctx context.Context
+  c   chan *ElementID
+  out chan *EditResult
+}
+
+func (dsm *directEditBulkDelete) Recv() (*ElementID, error) {
+	value, ok := <-dsm.c
+	if !ok {
+		return nil, io.EOF
+	}
+	return value, nil
+}
+
+func (dsm *directEditBulkDelete) Send(a *ElementID) error {
+	dsm.c <- a
+	return nil
+}
+
+func (dsm *directEditBulkDelete) Context() context.Context {
+	return dsm.ctx
+}
+
+func (dsm *directEditBulkDelete) SendAndClose(o *EditResult) error {
+  dsm.out <- o
+  close(dsm.out)
+  return nil
+}
+
+func (dsm *directEditBulkDelete) CloseAndRecv() (*EditResult, error) {
+  //close(dsm.c)
+  out := <- dsm.out
+  return out, nil
+}
+
+func (dsm *directEditBulkDelete) CloseSend() error             { close(dsm.c); return nil }
+func (dsm *directEditBulkDelete) SetTrailer(metadata.MD)       {}
+func (dsm *directEditBulkDelete) SetHeader(metadata.MD) error  { return nil }
+func (dsm *directEditBulkDelete) SendHeader(metadata.MD) error { return nil }
+func (dsm *directEditBulkDelete) SendMsg(m interface{}) error  { dsm.out <- m.(*EditResult); return nil }
+
+func (dsm *directEditBulkDelete) RecvMsg(m interface{}) error  { 
+	t, err := dsm.Recv()
+	mPtr := m.(*ElementID) 
+	if t != nil {
+    	*mPtr = *t
+	}
+	return err
+}
+
+func (dsm *directEditBulkDelete) Header() (metadata.MD, error) { return nil, nil }
+func (dsm *directEditBulkDelete) Trailer() metadata.MD         { return nil }
+/* End EditBulkDelete streaming input server */
+
+
+func (shim *EditDirectClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error) {
+  md, _ := metadata.FromOutgoingContext(ctx)
+  ictx := metadata.NewIncomingContext(ctx, md)
+  w := &directEditBulkDelete{ictx, make(chan *ElementID, 100), make(chan *EditResult, 3)}
+  if shim.streamServerInt != nil {
+    info := grpc.StreamServerInfo{
+      FullMethod: "/gripql.Edit/BulkDelete",
+      IsClientStream: true,
+    }
+    go shim.streamServerInt(shim.server, w, &info, _Edit_BulkDelete_Handler)
+    return w, nil
+  }
+	go func() {
+		shim.server.BulkDelete(w)
+	}()
+	return w, nil
+}
+
+
 //DeleteVertex shim
 func (shim *EditDirectClient) DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error) {
   md, _ := metadata.FromOutgoingContext(ctx)
diff --git a/gripql/gripql.pb.go b/gripql/gripql.pb.go
index 5a8abd32..838bf743 100644
--- a/gripql/gripql.pb.go
+++ b/gripql/gripql.pb.go
@@ -3723,7 +3723,7 @@ var file_gripql_proto_rawDesc = []byte{
 	0x70, 0x71, 0x6c, 0x2e, 0x51, 0x75, 0x65, 0x72, 0x79, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x22,
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@@ -3750,66 +3750,70 @@ var file_gripql_proto_rawDesc = []byte{
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 }
 
 var (
@@ -3964,50 +3968,52 @@ var file_gripql_proto_depIdxs = []int32{
 	32, // 81: gripql.Edit.BulkAdd:input_type -> gripql.GraphElement
 	33, // 82: gripql.Edit.AddGraph:input_type -> gripql.GraphID
 	33, // 83: gripql.Edit.DeleteGraph:input_type -> gripql.GraphID
-	34, // 84: gripql.Edit.DeleteVertex:input_type -> gripql.ElementID
-	34, // 85: gripql.Edit.DeleteEdge:input_type -> gripql.ElementID
-	35, // 86: gripql.Edit.AddIndex:input_type -> gripql.IndexID
-	35, // 87: gripql.Edit.DeleteIndex:input_type -> gripql.IndexID
-	3,  // 88: gripql.Edit.AddSchema:input_type -> gripql.Graph
-	33, // 89: gripql.Edit.SampleSchema:input_type -> gripql.GraphID
-	3,  // 90: gripql.Edit.AddMapping:input_type -> gripql.Graph
-	42, // 91: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
-	37, // 92: gripql.Configure.ListPlugins:input_type -> gripql.Empty
-	37, // 93: gripql.Configure.ListDrivers:input_type -> gripql.Empty
-	26, // 94: gripql.Query.Traversal:output_type -> gripql.QueryResult
-	24, // 95: gripql.Query.GetVertex:output_type -> gripql.Vertex
-	25, // 96: gripql.Query.GetEdge:output_type -> gripql.Edge
-	36, // 97: gripql.Query.GetTimestamp:output_type -> gripql.Timestamp
-	3,  // 98: gripql.Query.GetSchema:output_type -> gripql.Graph
-	3,  // 99: gripql.Query.GetMapping:output_type -> gripql.Graph
-	38, // 100: gripql.Query.ListGraphs:output_type -> gripql.ListGraphsResponse
-	39, // 101: gripql.Query.ListIndices:output_type -> gripql.ListIndicesResponse
-	40, // 102: gripql.Query.ListLabels:output_type -> gripql.ListLabelsResponse
-	41, // 103: gripql.Query.ListTables:output_type -> gripql.TableInfo
-	27, // 104: gripql.Job.Submit:output_type -> gripql.QueryJob
-	27, // 105: gripql.Job.ListJobs:output_type -> gripql.QueryJob
-	29, // 106: gripql.Job.SearchJobs:output_type -> gripql.JobStatus
-	29, // 107: gripql.Job.DeleteJob:output_type -> gripql.JobStatus
-	29, // 108: gripql.Job.GetJob:output_type -> gripql.JobStatus
-	26, // 109: gripql.Job.ViewJob:output_type -> gripql.QueryResult
-	26, // 110: gripql.Job.ResumeJob:output_type -> gripql.QueryResult
-	30, // 111: gripql.Edit.AddVertex:output_type -> gripql.EditResult
-	30, // 112: gripql.Edit.AddEdge:output_type -> gripql.EditResult
-	31, // 113: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
-	30, // 114: gripql.Edit.AddGraph:output_type -> gripql.EditResult
-	30, // 115: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
-	30, // 116: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
-	30, // 117: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
-	30, // 118: gripql.Edit.AddIndex:output_type -> gripql.EditResult
-	30, // 119: gripql.Edit.DeleteIndex:output_type -> gripql.EditResult
-	30, // 120: gripql.Edit.AddSchema:output_type -> gripql.EditResult
-	3,  // 121: gripql.Edit.SampleSchema:output_type -> gripql.Graph
-	30, // 122: gripql.Edit.AddMapping:output_type -> gripql.EditResult
-	43, // 123: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
-	45, // 124: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
-	44, // 125: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
-	94, // [94:126] is the sub-list for method output_type
-	62, // [62:94] is the sub-list for method input_type
+	34, // 84: gripql.Edit.BulkDelete:input_type -> gripql.ElementID
+	34, // 85: gripql.Edit.DeleteVertex:input_type -> gripql.ElementID
+	34, // 86: gripql.Edit.DeleteEdge:input_type -> gripql.ElementID
+	35, // 87: gripql.Edit.AddIndex:input_type -> gripql.IndexID
+	35, // 88: gripql.Edit.DeleteIndex:input_type -> gripql.IndexID
+	3,  // 89: gripql.Edit.AddSchema:input_type -> gripql.Graph
+	33, // 90: gripql.Edit.SampleSchema:input_type -> gripql.GraphID
+	3,  // 91: gripql.Edit.AddMapping:input_type -> gripql.Graph
+	42, // 92: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
+	37, // 93: gripql.Configure.ListPlugins:input_type -> gripql.Empty
+	37, // 94: gripql.Configure.ListDrivers:input_type -> gripql.Empty
+	26, // 95: gripql.Query.Traversal:output_type -> gripql.QueryResult
+	24, // 96: gripql.Query.GetVertex:output_type -> gripql.Vertex
+	25, // 97: gripql.Query.GetEdge:output_type -> gripql.Edge
+	36, // 98: gripql.Query.GetTimestamp:output_type -> gripql.Timestamp
+	3,  // 99: gripql.Query.GetSchema:output_type -> gripql.Graph
+	3,  // 100: gripql.Query.GetMapping:output_type -> gripql.Graph
+	38, // 101: gripql.Query.ListGraphs:output_type -> gripql.ListGraphsResponse
+	39, // 102: gripql.Query.ListIndices:output_type -> gripql.ListIndicesResponse
+	40, // 103: gripql.Query.ListLabels:output_type -> gripql.ListLabelsResponse
+	41, // 104: gripql.Query.ListTables:output_type -> gripql.TableInfo
+	27, // 105: gripql.Job.Submit:output_type -> gripql.QueryJob
+	27, // 106: gripql.Job.ListJobs:output_type -> gripql.QueryJob
+	29, // 107: gripql.Job.SearchJobs:output_type -> gripql.JobStatus
+	29, // 108: gripql.Job.DeleteJob:output_type -> gripql.JobStatus
+	29, // 109: gripql.Job.GetJob:output_type -> gripql.JobStatus
+	26, // 110: gripql.Job.ViewJob:output_type -> gripql.QueryResult
+	26, // 111: gripql.Job.ResumeJob:output_type -> gripql.QueryResult
+	30, // 112: gripql.Edit.AddVertex:output_type -> gripql.EditResult
+	30, // 113: gripql.Edit.AddEdge:output_type -> gripql.EditResult
+	31, // 114: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
+	30, // 115: gripql.Edit.AddGraph:output_type -> gripql.EditResult
+	30, // 116: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
+	30, // 117: gripql.Edit.BulkDelete:output_type -> gripql.EditResult
+	30, // 118: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
+	30, // 119: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
+	30, // 120: gripql.Edit.AddIndex:output_type -> gripql.EditResult
+	30, // 121: gripql.Edit.DeleteIndex:output_type -> gripql.EditResult
+	30, // 122: gripql.Edit.AddSchema:output_type -> gripql.EditResult
+	3,  // 123: gripql.Edit.SampleSchema:output_type -> gripql.Graph
+	30, // 124: gripql.Edit.AddMapping:output_type -> gripql.EditResult
+	43, // 125: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
+	45, // 126: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
+	44, // 127: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
+	95, // [95:128] is the sub-list for method output_type
+	62, // [62:95] is the sub-list for method input_type
 	62, // [62:62] is the sub-list for extension type_name
 	62, // [62:62] is the sub-list for extension extendee
 	0,  // [0:62] is the sub-list for field type_name
diff --git a/gripql/gripql.pb.gw.go b/gripql/gripql.pb.gw.go
index 284ec5df..b5cf6032 100644
--- a/gripql/gripql.pb.gw.go
+++ b/gripql/gripql.pb.gw.go
@@ -1174,6 +1174,50 @@ func local_request_Edit_DeleteGraph_0(ctx context.Context, marshaler runtime.Mar
 
 }
 
+func request_Edit_BulkDelete_0(ctx context.Context, marshaler runtime.Marshaler, client EditClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var metadata runtime.ServerMetadata
+	stream, err := client.BulkDelete(ctx)
+	if err != nil {
+		grpclog.Errorf("Failed to start streaming: %v", err)
+		return nil, metadata, err
+	}
+	dec := marshaler.NewDecoder(req.Body)
+	for {
+		var protoReq ElementID
+		err = dec.Decode(&protoReq)
+		if err == io.EOF {
+			break
+		}
+		if err != nil {
+			grpclog.Errorf("Failed to decode request: %v", err)
+			return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+		}
+		if err = stream.Send(&protoReq); err != nil {
+			if err == io.EOF {
+				break
+			}
+			grpclog.Errorf("Failed to send request: %v", err)
+			return nil, metadata, err
+		}
+	}
+
+	if err := stream.CloseSend(); err != nil {
+		grpclog.Errorf("Failed to terminate client stream: %v", err)
+		return nil, metadata, err
+	}
+	header, err := stream.Header()
+	if err != nil {
+		grpclog.Errorf("Failed to get header from client: %v", err)
+		return nil, metadata, err
+	}
+	metadata.HeaderMD = header
+
+	msg, err := stream.CloseAndRecv()
+	metadata.TrailerMD = stream.Trailer()
+	return msg, metadata, err
+
+}
+
 func request_Edit_DeleteVertex_0(ctx context.Context, marshaler runtime.Marshaler, client EditClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq ElementID
 	var metadata runtime.ServerMetadata
@@ -1762,6 +1806,7 @@ func local_request_Configure_ListDrivers_0(ctx context.Context, marshaler runtim
 // UnaryRPC     :call QueryServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
 // Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterQueryHandlerFromEndpoint instead.
+// GRPC interceptors will not work for this type of registration. To use interceptors, you must use the "runtime.WithMiddlewares" option in the "runtime.NewServeMux" call.
 func RegisterQueryHandlerServer(ctx context.Context, mux *runtime.ServeMux, server QueryServer) error {
 
 	mux.Handle("POST", pattern_Query_Traversal_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -1985,6 +2030,7 @@ func RegisterQueryHandlerServer(ctx context.Context, mux *runtime.ServeMux, serv
 // UnaryRPC     :call JobServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
 // Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterJobHandlerFromEndpoint instead.
+// GRPC interceptors will not work for this type of registration. To use interceptors, you must use the "runtime.WithMiddlewares" option in the "runtime.NewServeMux" call.
 func RegisterJobHandlerServer(ctx context.Context, mux *runtime.ServeMux, server JobServer) error {
 
 	mux.Handle("POST", pattern_Job_Submit_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -2097,6 +2143,7 @@ func RegisterJobHandlerServer(ctx context.Context, mux *runtime.ServeMux, server
 // UnaryRPC     :call EditServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
 // Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterEditHandlerFromEndpoint instead.
+// GRPC interceptors will not work for this type of registration. To use interceptors, you must use the "runtime.WithMiddlewares" option in the "runtime.NewServeMux" call.
 func RegisterEditHandlerServer(ctx context.Context, mux *runtime.ServeMux, server EditServer) error {
 
 	mux.Handle("POST", pattern_Edit_AddVertex_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -2206,6 +2253,13 @@ func RegisterEditHandlerServer(ctx context.Context, mux *runtime.ServeMux, serve
 
 	})
 
+	mux.Handle("DELETE", pattern_Edit_BulkDelete_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		err := status.Error(codes.Unimplemented, "streaming calls are not yet supported in the in-process transport")
+		_, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+		return
+	})
+
 	mux.Handle("DELETE", pattern_Edit_DeleteVertex_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -2388,6 +2442,7 @@ func RegisterEditHandlerServer(ctx context.Context, mux *runtime.ServeMux, serve
 // UnaryRPC     :call ConfigureServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
 // Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterConfigureHandlerFromEndpoint instead.
+// GRPC interceptors will not work for this type of registration. To use interceptors, you must use the "runtime.WithMiddlewares" option in the "runtime.NewServeMux" call.
 func RegisterConfigureHandlerServer(ctx context.Context, mux *runtime.ServeMux, server ConfigureServer) error {
 
 	mux.Handle("POST", pattern_Configure_StartPlugin_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -2503,7 +2558,7 @@ func RegisterQueryHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc
 // to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "QueryClient".
 // Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "QueryClient"
 // doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in
-// "QueryClient" to call the correct interceptors.
+// "QueryClient" to call the correct interceptors. This client ignores the HTTP middlewares.
 func RegisterQueryHandlerClient(ctx context.Context, mux *runtime.ServeMux, client QueryClient) error {
 
 	mux.Handle("POST", pattern_Query_Traversal_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -2808,7 +2863,7 @@ func RegisterJobHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.C
 // to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "JobClient".
 // Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "JobClient"
 // doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in
-// "JobClient" to call the correct interceptors.
+// "JobClient" to call the correct interceptors. This client ignores the HTTP middlewares.
 func RegisterJobHandlerClient(ctx context.Context, mux *runtime.ServeMux, client JobClient) error {
 
 	mux.Handle("POST", pattern_Job_Submit_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -3035,7 +3090,7 @@ func RegisterEditHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.
 // to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "EditClient".
 // Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "EditClient"
 // doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in
-// "EditClient" to call the correct interceptors.
+// "EditClient" to call the correct interceptors. This client ignores the HTTP middlewares.
 func RegisterEditHandlerClient(ctx context.Context, mux *runtime.ServeMux, client EditClient) error {
 
 	mux.Handle("POST", pattern_Edit_AddVertex_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
@@ -3148,6 +3203,28 @@ func RegisterEditHandlerClient(ctx context.Context, mux *runtime.ServeMux, clien
 
 	})
 
+	mux.Handle("DELETE", pattern_Edit_BulkDelete_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		var err error
+		var annotatedContext context.Context
+		annotatedContext, err = runtime.AnnotateContext(ctx, mux, req, "/gripql.Edit/BulkDelete", runtime.WithHTTPPathPattern("/v1/graph"))
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_Edit_BulkDelete_0(annotatedContext, inboundMarshaler, client, req, pathParams)
+		annotatedContext = runtime.NewServerMetadataContext(annotatedContext, md)
+		if err != nil {
+			runtime.HTTPError(annotatedContext, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_Edit_BulkDelete_0(annotatedContext, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("DELETE", pattern_Edit_DeleteVertex_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -3316,6 +3393,8 @@ var (
 
 	pattern_Edit_DeleteGraph_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 1}, []string{"v1", "graph"}, ""))
 
+	pattern_Edit_BulkDelete_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1}, []string{"v1", "graph"}, ""))
+
 	pattern_Edit_DeleteVertex_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 1, 2, 2, 1, 0, 4, 1, 5, 3}, []string{"v1", "graph", "vertex", "id"}, ""))
 
 	pattern_Edit_DeleteEdge_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 1, 2, 2, 1, 0, 4, 1, 5, 3}, []string{"v1", "graph", "edge", "id"}, ""))
@@ -3342,6 +3421,8 @@ var (
 
 	forward_Edit_DeleteGraph_0 = runtime.ForwardResponseMessage
 
+	forward_Edit_BulkDelete_0 = runtime.ForwardResponseMessage
+
 	forward_Edit_DeleteVertex_0 = runtime.ForwardResponseMessage
 
 	forward_Edit_DeleteEdge_0 = runtime.ForwardResponseMessage
@@ -3392,7 +3473,7 @@ func RegisterConfigureHandler(ctx context.Context, mux *runtime.ServeMux, conn *
 // to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "ConfigureClient".
 // Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "ConfigureClient"
 // doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in
-// "ConfigureClient" to call the correct interceptors.
+// "ConfigureClient" to call the correct interceptors. This client ignores the HTTP middlewares.
 func RegisterConfigureHandlerClient(ctx context.Context, mux *runtime.ServeMux, client ConfigureClient) error {
 
 	mux.Handle("POST", pattern_Configure_StartPlugin_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
diff --git a/gripql/gripql.proto b/gripql/gripql.proto
index a192859a..43f68a1d 100644
--- a/gripql/gripql.proto
+++ b/gripql/gripql.proto
@@ -439,6 +439,12 @@ service Edit {
     };
   }
 
+  rpc BulkDelete(stream ElementID) returns (EditResult) {
+    option (google.api.http) = {
+      delete: "/v1/graph"
+    };
+  }
+
   rpc DeleteVertex(ElementID) returns (EditResult) {
     option (google.api.http) = {
       delete: "/v1/graph/{graph}/vertex/{id}"
diff --git a/gripql/gripql_grpc.pb.go b/gripql/gripql_grpc.pb.go
index 54eedb8b..a52120d9 100644
--- a/gripql/gripql_grpc.pb.go
+++ b/gripql/gripql_grpc.pb.go
@@ -940,6 +940,7 @@ const (
 	Edit_BulkAdd_FullMethodName      = "/gripql.Edit/BulkAdd"
 	Edit_AddGraph_FullMethodName     = "/gripql.Edit/AddGraph"
 	Edit_DeleteGraph_FullMethodName  = "/gripql.Edit/DeleteGraph"
+	Edit_BulkDelete_FullMethodName   = "/gripql.Edit/BulkDelete"
 	Edit_DeleteVertex_FullMethodName = "/gripql.Edit/DeleteVertex"
 	Edit_DeleteEdge_FullMethodName   = "/gripql.Edit/DeleteEdge"
 	Edit_AddIndex_FullMethodName     = "/gripql.Edit/AddIndex"
@@ -958,6 +959,7 @@ type EditClient interface {
 	BulkAdd(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkAddClient, error)
 	AddGraph(ctx context.Context, in *GraphID, opts ...grpc.CallOption) (*EditResult, error)
 	DeleteGraph(ctx context.Context, in *GraphID, opts ...grpc.CallOption) (*EditResult, error)
+	BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error)
 	DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error)
 	DeleteEdge(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error)
 	AddIndex(ctx context.Context, in *IndexID, opts ...grpc.CallOption) (*EditResult, error)
@@ -1050,6 +1052,41 @@ func (c *editClient) DeleteGraph(ctx context.Context, in *GraphID, opts ...grpc.
 	return out, nil
 }
 
+func (c *editClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	stream, err := c.cc.NewStream(ctx, &Edit_ServiceDesc.Streams[1], Edit_BulkDelete_FullMethodName, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	x := &editBulkDeleteClient{ClientStream: stream}
+	return x, nil
+}
+
+type Edit_BulkDeleteClient interface {
+	Send(*ElementID) error
+	CloseAndRecv() (*EditResult, error)
+	grpc.ClientStream
+}
+
+type editBulkDeleteClient struct {
+	grpc.ClientStream
+}
+
+func (x *editBulkDeleteClient) Send(m *ElementID) error {
+	return x.ClientStream.SendMsg(m)
+}
+
+func (x *editBulkDeleteClient) CloseAndRecv() (*EditResult, error) {
+	if err := x.ClientStream.CloseSend(); err != nil {
+		return nil, err
+	}
+	m := new(EditResult)
+	if err := x.ClientStream.RecvMsg(m); err != nil {
+		return nil, err
+	}
+	return m, nil
+}
+
 func (c *editClient) DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error) {
 	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
 	out := new(EditResult)
@@ -1129,6 +1166,7 @@ type EditServer interface {
 	BulkAdd(Edit_BulkAddServer) error
 	AddGraph(context.Context, *GraphID) (*EditResult, error)
 	DeleteGraph(context.Context, *GraphID) (*EditResult, error)
+	BulkDelete(Edit_BulkDeleteServer) error
 	DeleteVertex(context.Context, *ElementID) (*EditResult, error)
 	DeleteEdge(context.Context, *ElementID) (*EditResult, error)
 	AddIndex(context.Context, *IndexID) (*EditResult, error)
@@ -1158,6 +1196,9 @@ func (UnimplementedEditServer) AddGraph(context.Context, *GraphID) (*EditResult,
 func (UnimplementedEditServer) DeleteGraph(context.Context, *GraphID) (*EditResult, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method DeleteGraph not implemented")
 }
+func (UnimplementedEditServer) BulkDelete(Edit_BulkDeleteServer) error {
+	return status.Errorf(codes.Unimplemented, "method BulkDelete not implemented")
+}
 func (UnimplementedEditServer) DeleteVertex(context.Context, *ElementID) (*EditResult, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method DeleteVertex not implemented")
 }
@@ -1290,6 +1331,32 @@ func _Edit_DeleteGraph_Handler(srv interface{}, ctx context.Context, dec func(in
 	return interceptor(ctx, in, info, handler)
 }
 
+func _Edit_BulkDelete_Handler(srv interface{}, stream grpc.ServerStream) error {
+	return srv.(EditServer).BulkDelete(&editBulkDeleteServer{ServerStream: stream})
+}
+
+type Edit_BulkDeleteServer interface {
+	SendAndClose(*EditResult) error
+	Recv() (*ElementID, error)
+	grpc.ServerStream
+}
+
+type editBulkDeleteServer struct {
+	grpc.ServerStream
+}
+
+func (x *editBulkDeleteServer) SendAndClose(m *EditResult) error {
+	return x.ServerStream.SendMsg(m)
+}
+
+func (x *editBulkDeleteServer) Recv() (*ElementID, error) {
+	m := new(ElementID)
+	if err := x.ServerStream.RecvMsg(m); err != nil {
+		return nil, err
+	}
+	return m, nil
+}
+
 func _Edit_DeleteVertex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
 	in := new(ElementID)
 	if err := dec(in); err != nil {
@@ -1474,6 +1541,11 @@ var Edit_ServiceDesc = grpc.ServiceDesc{
 			Handler:       _Edit_BulkAdd_Handler,
 			ClientStreams: true,
 		},
+		{
+			StreamName:    "BulkDelete",
+			Handler:       _Edit_BulkDelete_Handler,
+			ClientStreams: true,
+		},
 	},
 	Metadata: "gripql.proto",
 }
diff --git a/kvgraph/graph.go b/kvgraph/graph.go
index 94b14255..6373ecb3 100644
--- a/kvgraph/graph.go
+++ b/kvgraph/graph.go
@@ -155,6 +155,22 @@ func (kgdb *KVInterfaceGDB) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return err
 }
 
+func (kgdb *KVInterfaceGDB) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	err := kgdb.kvg.kv.BulkWrite(func(tx kvi.KVBulkWrite) error {
+		var bulkErr *multierror.Error
+		for elem := range stream {
+			if elem.Id != "" {
+				if err := kgdb.DelEdge(elem.Id); err != nil {
+					bulkErr = multierror.Append(bulkErr, err)
+				}
+				continue
+			}
+		}
+		return bulkErr.ErrorOrNil()
+	})
+	return err
+}
+
 // DelEdge deletes edge with id `key`
 func (kgdb *KVInterfaceGDB) DelEdge(eid string) error {
 	ekeyPrefix := EdgeKeyPrefix(kgdb.graph, eid)
diff --git a/mongo/graph.go b/mongo/graph.go
index a9917850..2ee3ddec 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -120,6 +120,10 @@ func (mg *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, mg.graph, mg.AddVertex, mg.AddEdge)
 }
 
+func (mg *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	return util.DeleteBatch(stream, 50, mg.graph, mg.DelEdge)
+}
+
 // deleteConnectedEdges deletes edges where `from` or `to` equal `key`
 func (mg *Graph) deleteConnectedEdges(key string) error {
 	eCol := mg.ar.EdgeCollection(mg.graph)
diff --git a/psql/graph.go b/psql/graph.go
index 80a4340e..129e0100 100644
--- a/psql/graph.go
+++ b/psql/graph.go
@@ -129,6 +129,10 @@ func (g *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, g.graph, g.AddVertex, g.AddEdge)
 }
 
+func (g *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	return util.DeleteBatch(stream, 50, g.graph, g.DelEdge)
+}
+
 // DelVertex is not implemented in the SQL driver
 func (g *Graph) DelVertex(key string) error {
 	stmt := fmt.Sprintf("DELETE FROM %s WHERE gid='%s'", g.v, key)
diff --git a/util/delete.go b/util/delete.go
new file mode 100644
index 00000000..8c774b04
--- /dev/null
+++ b/util/delete.go
@@ -0,0 +1,57 @@
+package util
+
+import (
+	"fmt"
+	"sync"
+
+	"github.com/bmeg/grip/gdbi"
+	multierror "github.com/hashicorp/go-multierror"
+)
+
+func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, delbyId func(key string) error) error {
+	var bulkErr *multierror.Error
+	vertCount := 0
+	elementIdBatchChan := make(chan []*gdbi.ElementID)
+	wg := &sync.WaitGroup{}
+
+	wg.Add(1)
+	go func() {
+		defer wg.Done()
+		for elemBatch := range elementIdBatchChan {
+			for _, elem := range elemBatch {
+				if err := delbyId(elem.Id); err != nil {
+					bulkErr = multierror.Append(bulkErr, err)
+				}
+			}
+		}
+	}()
+
+	elementIdBatch := make([]*gdbi.ElementID, 0, batchSize)
+
+	for element := range stream {
+		if element.Graph != graph {
+			bulkErr = multierror.Append(
+				bulkErr,
+				fmt.Errorf("unexpected graph reference: %s != %s", element.Graph, graph),
+			)
+		} else if element.Id != "" {
+			if len(elementIdBatch) >= batchSize {
+				elementIdBatchChan <- elementIdBatch
+				elementIdBatch = make([]*gdbi.ElementID, 0, batchSize)
+			}
+			elementIdBatch = append(elementIdBatch, element)
+			vertCount++
+		}
+	}
+
+	elementIdBatchChan <- elementIdBatch
+
+	close(elementIdBatchChan)
+	wg.Wait()
+
+	if vertCount != 0 {
+		fmt.Printf("%d vertices streamed to BulkAdd\n", vertCount)
+	}
+
+	return bulkErr.ErrorOrNil()
+}
diff --git a/util/delete.gp b/util/delete.gp
new file mode 100644
index 00000000..e69de29b

From 6e1d9801cfc9783aeca6271583a5b5bab7ecd09c Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Fri, 2 Aug 2024 15:37:27 -0700
Subject: [PATCH 02/13] Adding server functions

---
 accounts/util.go         |   2 +
 cmd/delete/main.go       |  30 ++++++----
 cmd/root.go              |   3 +
 elastic/graph.go         |   2 +-
 gripql/client.go         |   2 +
 gripql/gripql.pb.dgw.go  |  10 ++--
 gripql/gripql.pb.go      | 125 ++++++++++++++++++++-------------------
 gripql/gripql.proto      |   2 +-
 gripql/gripql_grpc.pb.go |  10 ++--
 kvgraph/graph.go         |   1 +
 mongo/graph.go           |   2 +-
 psql/graph.go            |   2 +-
 server/api.go            |  65 ++++++++++++++++++++
 util/delete.go           |  11 +++-
 util/delete.gp           |   0
 15 files changed, 175 insertions(+), 92 deletions(-)
 delete mode 100644 util/delete.gp

diff --git a/accounts/util.go b/accounts/util.go
index 25d81cf2..0a71c8a1 100644
--- a/accounts/util.go
+++ b/accounts/util.go
@@ -141,6 +141,8 @@ func streamAuthInterceptor(auth Authenticate, access Access) grpc.StreamServerIn
 				//stream URL formatting, each write request can
 				//reference a different graph
 				return handler(srv, &BulkWriteFilter{ss, user, access})
+			} else if info.FullMethod == "/gripql.Edit/BulkDelete" {
+				return handler(srv, &BulkWriteFilter{ss, user, access})
 			} else {
 				log.Errorf("Unknown input streaming op %#v!!!", info)
 				return handler(srv, ss)
diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index 2b5cb69b..0e072014 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -2,7 +2,6 @@ package delete
 
 import (
 	"encoding/json"
-	"fmt"
 	"io/ioutil"
 	"os"
 
@@ -25,7 +24,7 @@ var Cmd = &cobra.Command{
 	Use:   "delete <graph elem list file>",
 	Short: "bulk delete",
 	Long:  ``,
-	Args:  cobra.ExactArgs(3),
+	Args:  cobra.ExactArgs(2),
 	RunE: func(cmd *cobra.Command, args []string) error {
 		conn, err := gripql.Connect(rpc.ConfigWithDefaults(host), true)
 		if err != nil {
@@ -37,7 +36,7 @@ var Cmd = &cobra.Command{
 			log.Errorln("No input file found")
 		}
 
-		jsonFile, err := os.Open("input.json")
+		jsonFile, err := os.Open(file)
 		if err != nil {
 			log.Errorf("Failed to open file: %s", err)
 		}
@@ -57,23 +56,28 @@ var Cmd = &cobra.Command{
 		}
 
 		// Print the list
-		fmt.Println(data.Delete)
+		//fmt.Println(data.Delete)
+
+		log.WithFields(log.Fields{"graph": graph}).Info("deleting data")
 
 		elemChan := make(chan *gripql.ElementID)
 		wait := make(chan bool)
 		go func() {
 			if err := conn.BulkDelete(elemChan); err != nil {
-				log.Errorf("bulk add error: %v", err)
+				log.Errorf("bulk delete error: %v", err)
 			}
 			wait <- false
 		}()
 
 		count := 0
-		for _, v := range data.Delete {
-			count++
-			elemChan <- &gripql.ElementID{Graph: graph, Id: v}
+		if data.Delete != nil {
+			for _, v := range data.Delete {
+				count++
+				elemChan <- &gripql.ElementID{Graph: graph, Id: v}
+				log.Infoln("ELEMCHAN:", &gripql.ElementID{Graph: graph, Id: v})
+			}
+			log.Infof("Deleted a total of %d vertices", count)
 		}
-
 		close(elemChan)
 		<-wait
 		return nil
@@ -81,8 +85,8 @@ var Cmd = &cobra.Command{
 }
 
 func init() {
-	//flags := Cmd.Flags()
-	//flags.StringVar(&host, "host", host, "grip server url")
-	//flags.StringVar(&graph, "graph", graph, "graph name")
-	// /flags.StringVar(&file, "file", file, "file name")
+	flags := Cmd.Flags()
+	flags.StringVar(&host, "host", host, "grip server url")
+	flags.StringVar(&graph, "graph", graph, "graph name")
+	flags.StringVar(&file, "file", file, "file name")
 }
diff --git a/cmd/root.go b/cmd/root.go
index 89cf1d47..4ac259b2 100644
--- a/cmd/root.go
+++ b/cmd/root.go
@@ -7,6 +7,7 @@ import (
 	"os"
 
 	"github.com/bmeg/grip/cmd/create"
+	"github.com/bmeg/grip/cmd/delete"
 	"github.com/bmeg/grip/cmd/drop"
 	"github.com/bmeg/grip/cmd/dump"
 	"github.com/bmeg/grip/cmd/erclient"
@@ -69,6 +70,8 @@ func init() {
 	RootCmd.AddCommand(plugin.Cmd)
 	RootCmd.AddCommand(version.Cmd)
 	RootCmd.AddCommand(kvload.Cmd)
+	RootCmd.AddCommand(delete.Cmd)
+
 }
 
 var genBashCompletionCmd = &cobra.Command{
diff --git a/elastic/graph.go b/elastic/graph.go
index e3da5abe..0ffdb5c3 100644
--- a/elastic/graph.go
+++ b/elastic/graph.go
@@ -119,7 +119,7 @@ func (es *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (es *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, es.graph, es.DelEdge)
+	return util.DeleteBatch(stream, 50, es.graph, es.DelVertex, es.DelEdge)
 }
 
 // DelEdge deletes edge `eid`
diff --git a/gripql/client.go b/gripql/client.go
index b32811c6..445c10c2 100644
--- a/gripql/client.go
+++ b/gripql/client.go
@@ -184,12 +184,14 @@ func (client Client) BulkAdd(elemChan chan *GraphElement) error {
 func (client Client) BulkDelete(elemChan chan *ElementID) error {
 	sc, err := client.EditC.BulkDelete(context.Background())
 	if err != nil {
+		log.Info("HELLO ERROR THERE")
 		return err
 	}
 
 	for elem := range elemChan {
 		err := sc.Send(elem)
 		if err != nil {
+			log.Info("HELLO ERROR HERE: ", err)
 			return err
 		}
 	}
diff --git a/gripql/gripql.pb.dgw.go b/gripql/gripql.pb.dgw.go
index f5a02cc2..b374c3a6 100644
--- a/gripql/gripql.pb.dgw.go
+++ b/gripql/gripql.pb.dgw.go
@@ -921,7 +921,7 @@ func (shim *EditDirectClient) DeleteGraph(ctx context.Context, in *GraphID, opts
 type directEditBulkDelete struct {
   ctx context.Context
   c   chan *ElementID
-  out chan *EditResult
+  out chan *BulkEditResult
 }
 
 func (dsm *directEditBulkDelete) Recv() (*ElementID, error) {
@@ -941,13 +941,13 @@ func (dsm *directEditBulkDelete) Context() context.Context {
 	return dsm.ctx
 }
 
-func (dsm *directEditBulkDelete) SendAndClose(o *EditResult) error {
+func (dsm *directEditBulkDelete) SendAndClose(o *BulkEditResult) error {
   dsm.out <- o
   close(dsm.out)
   return nil
 }
 
-func (dsm *directEditBulkDelete) CloseAndRecv() (*EditResult, error) {
+func (dsm *directEditBulkDelete) CloseAndRecv() (*BulkEditResult, error) {
   //close(dsm.c)
   out := <- dsm.out
   return out, nil
@@ -957,7 +957,7 @@ func (dsm *directEditBulkDelete) CloseSend() error             { close(dsm.c); r
 func (dsm *directEditBulkDelete) SetTrailer(metadata.MD)       {}
 func (dsm *directEditBulkDelete) SetHeader(metadata.MD) error  { return nil }
 func (dsm *directEditBulkDelete) SendHeader(metadata.MD) error { return nil }
-func (dsm *directEditBulkDelete) SendMsg(m interface{}) error  { dsm.out <- m.(*EditResult); return nil }
+func (dsm *directEditBulkDelete) SendMsg(m interface{}) error  { dsm.out <- m.(*BulkEditResult); return nil }
 
 func (dsm *directEditBulkDelete) RecvMsg(m interface{}) error  { 
 	t, err := dsm.Recv()
@@ -976,7 +976,7 @@ func (dsm *directEditBulkDelete) Trailer() metadata.MD         { return nil }
 func (shim *EditDirectClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error) {
   md, _ := metadata.FromOutgoingContext(ctx)
   ictx := metadata.NewIncomingContext(ctx, md)
-  w := &directEditBulkDelete{ictx, make(chan *ElementID, 100), make(chan *EditResult, 3)}
+  w := &directEditBulkDelete{ictx, make(chan *ElementID, 100), make(chan *BulkEditResult, 3)}
   if shim.streamServerInt != nil {
     info := grpc.StreamServerInfo{
       FullMethod: "/gripql.Edit/BulkDelete",
diff --git a/gripql/gripql.pb.go b/gripql/gripql.pb.go
index 838bf743..b2ccfa9e 100644
--- a/gripql/gripql.pb.go
+++ b/gripql/gripql.pb.go
@@ -3723,7 +3723,7 @@ var file_gripql_proto_rawDesc = []byte{
 	0x70, 0x71, 0x6c, 0x2e, 0x51, 0x75, 0x65, 0x72, 0x79, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x22,
 	0x27, 0x82, 0xd3, 0xe4, 0x93, 0x02, 0x21, 0x3a, 0x01, 0x2a, 0x22, 0x1c, 0x2f, 0x76, 0x31, 0x2f,
 	0x67, 0x72, 0x61, 0x70, 0x68, 0x2f, 0x7b, 0x67, 0x72, 0x61, 0x70, 0x68, 0x7d, 0x2f, 0x6a, 0x6f,
-	0x62, 0x2d, 0x72, 0x65, 0x73, 0x75, 0x6d, 0x65, 0x30, 0x01, 0x32, 0xf4, 0x08, 0x0a, 0x04, 0x45,
+	0x62, 0x2d, 0x72, 0x65, 0x73, 0x75, 0x6d, 0x65, 0x30, 0x01, 0x32, 0xf8, 0x08, 0x0a, 0x04, 0x45,
 	0x64, 0x69, 0x74, 0x12, 0x5f, 0x0a, 0x09, 0x41, 0x64, 0x64, 0x56, 0x65, 0x72, 0x74, 0x65, 0x78,
 	0x12, 0x14, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x47, 0x72, 0x61, 0x70, 0x68, 0x45,
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@@ -3750,70 +3750,71 @@ var file_gripql_proto_rawDesc = []byte{
 	0x6c, 0x2e, 0x47, 0x72, 0x61, 0x70, 0x68, 0x49, 0x44, 0x1a, 0x12, 0x2e, 0x67, 0x72, 0x69, 0x70,
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+	0x6c, 0x75, 0x67, 0x69, 0x6e, 0x2f, 0x7b, 0x6e, 0x61, 0x6d, 0x65, 0x7d, 0x12, 0x4d, 0x0a, 0x0b,
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+	0x0a, 0x2f, 0x76, 0x31, 0x2f, 0x70, 0x6c, 0x75, 0x67, 0x69, 0x6e, 0x12, 0x4d, 0x0a, 0x0b, 0x4c,
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+	0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x22, 0x12, 0x82, 0xd3, 0xe4, 0x93, 0x02, 0x0c, 0x12, 0x0a,
+	0x2f, 0x76, 0x31, 0x2f, 0x64, 0x72, 0x69, 0x76, 0x65, 0x72, 0x42, 0x1d, 0x5a, 0x1b, 0x67, 0x69,
+	0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x62, 0x6d, 0x65, 0x67, 0x2f, 0x67, 0x72,
+	0x69, 0x70, 0x2f, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f,
+	0x33,
 }
 
 var (
@@ -4001,7 +4002,7 @@ var file_gripql_proto_depIdxs = []int32{
 	31, // 114: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
 	30, // 115: gripql.Edit.AddGraph:output_type -> gripql.EditResult
 	30, // 116: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
-	30, // 117: gripql.Edit.BulkDelete:output_type -> gripql.EditResult
+	31, // 117: gripql.Edit.BulkDelete:output_type -> gripql.BulkEditResult
 	30, // 118: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
 	30, // 119: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
 	30, // 120: gripql.Edit.AddIndex:output_type -> gripql.EditResult
diff --git a/gripql/gripql.proto b/gripql/gripql.proto
index 43f68a1d..4807a560 100644
--- a/gripql/gripql.proto
+++ b/gripql/gripql.proto
@@ -439,7 +439,7 @@ service Edit {
     };
   }
 
-  rpc BulkDelete(stream ElementID) returns (EditResult) {
+  rpc BulkDelete(stream ElementID) returns (BulkEditResult) {
     option (google.api.http) = {
       delete: "/v1/graph"
     };
diff --git a/gripql/gripql_grpc.pb.go b/gripql/gripql_grpc.pb.go
index a52120d9..b5f8eed4 100644
--- a/gripql/gripql_grpc.pb.go
+++ b/gripql/gripql_grpc.pb.go
@@ -1064,7 +1064,7 @@ func (c *editClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (E
 
 type Edit_BulkDeleteClient interface {
 	Send(*ElementID) error
-	CloseAndRecv() (*EditResult, error)
+	CloseAndRecv() (*BulkEditResult, error)
 	grpc.ClientStream
 }
 
@@ -1076,11 +1076,11 @@ func (x *editBulkDeleteClient) Send(m *ElementID) error {
 	return x.ClientStream.SendMsg(m)
 }
 
-func (x *editBulkDeleteClient) CloseAndRecv() (*EditResult, error) {
+func (x *editBulkDeleteClient) CloseAndRecv() (*BulkEditResult, error) {
 	if err := x.ClientStream.CloseSend(); err != nil {
 		return nil, err
 	}
-	m := new(EditResult)
+	m := new(BulkEditResult)
 	if err := x.ClientStream.RecvMsg(m); err != nil {
 		return nil, err
 	}
@@ -1336,7 +1336,7 @@ func _Edit_BulkDelete_Handler(srv interface{}, stream grpc.ServerStream) error {
 }
 
 type Edit_BulkDeleteServer interface {
-	SendAndClose(*EditResult) error
+	SendAndClose(*BulkEditResult) error
 	Recv() (*ElementID, error)
 	grpc.ServerStream
 }
@@ -1345,7 +1345,7 @@ type editBulkDeleteServer struct {
 	grpc.ServerStream
 }
 
-func (x *editBulkDeleteServer) SendAndClose(m *EditResult) error {
+func (x *editBulkDeleteServer) SendAndClose(m *BulkEditResult) error {
 	return x.ServerStream.SendMsg(m)
 }
 
diff --git a/kvgraph/graph.go b/kvgraph/graph.go
index 6373ecb3..4d710d7f 100644
--- a/kvgraph/graph.go
+++ b/kvgraph/graph.go
@@ -156,6 +156,7 @@ func (kgdb *KVInterfaceGDB) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (kgdb *KVInterfaceGDB) BulkDelete(stream <-chan *gdbi.ElementID) error {
+	log.Infoln("HELLO WE IN KVGRAPH BULK DELETE")
 	err := kgdb.kvg.kv.BulkWrite(func(tx kvi.KVBulkWrite) error {
 		var bulkErr *multierror.Error
 		for elem := range stream {
diff --git a/mongo/graph.go b/mongo/graph.go
index 2ee3ddec..13370e22 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -121,7 +121,7 @@ func (mg *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (mg *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, mg.graph, mg.DelEdge)
+	return util.DeleteBatch(stream, 50, mg.graph, mg.DelVertex, mg.DelEdge)
 }
 
 // deleteConnectedEdges deletes edges where `from` or `to` equal `key`
diff --git a/psql/graph.go b/psql/graph.go
index 129e0100..804e355b 100644
--- a/psql/graph.go
+++ b/psql/graph.go
@@ -130,7 +130,7 @@ func (g *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (g *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, g.graph, g.DelEdge)
+	return util.DeleteBatch(stream, 50, g.graph, g.DelVertex, g.DelEdge)
 }
 
 // DelVertex is not implemented in the SQL driver
diff --git a/server/api.go b/server/api.go
index c3498e19..8a48918f 100644
--- a/server/api.go
+++ b/server/api.go
@@ -310,6 +310,71 @@ func (server *GripServer) BulkAdd(stream gripql.Edit_BulkAddServer) error {
 	return stream.SendAndClose(&gripql.BulkEditResult{InsertCount: insertCount, ErrorCount: errorCount})
 }
 
+func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error {
+	var graphName string
+	var insertCount int32
+	var errorCount int32
+
+	elementStream := make(chan *gdbi.ElementID, 100)
+	wg := &sync.WaitGroup{}
+
+	for {
+		element, err := stream.Recv()
+		log.Info("ELEM: ", element)
+		if err == io.EOF {
+			break
+		}
+		if err != nil {
+			log.WithFields(log.Fields{"error": err}).Error("BulkDelete: streaming error")
+			errorCount++
+			break
+		}
+
+		// create a BulkAdd stream per graph
+		// close and switch when a new graph is encountered
+		if element.Graph != graphName {
+			close(elementStream)
+			gdb, err := server.getGraphDB(element.Graph)
+			if err != nil {
+				errorCount++
+				continue
+			}
+
+			graph, err := gdb.Graph(element.Graph)
+			if err != nil {
+				log.WithFields(log.Fields{"error": err}).Error("BulkAdd: error")
+				errorCount++
+				continue
+			}
+
+			graphName = element.Graph
+			elementStream = make(chan *gdbi.ElementID, 100)
+
+			wg.Add(1)
+			go func() {
+				log.WithFields(log.Fields{"graph": element.Graph}).Info("BulkAdd: streaming elements to graph")
+				err := graph.BulkDelete(elementStream)
+				if err != nil {
+					log.WithFields(log.Fields{"graph": element.Graph, "error": err}).Error("BulkAdd: error")
+					// not a good representation of the true number of errors
+					errorCount++
+				}
+				wg.Done()
+			}()
+		}
+
+		if element.Id != "" {
+			insertCount++
+			elementStream <- &gdbi.ElementID{Id: element.Id, Graph: element.Graph}
+		}
+	}
+
+	close(elementStream)
+	wg.Wait()
+
+	return stream.SendAndClose(&gripql.BulkEditResult{InsertCount: insertCount, ErrorCount: errorCount})
+}
+
 // DeleteVertex deletes a vertex from the server
 func (server *GripServer) DeleteVertex(ctx context.Context, elem *gripql.ElementID) (*gripql.EditResult, error) {
 	if isSchema(elem.Graph) {
diff --git a/util/delete.go b/util/delete.go
index 8c774b04..92177397 100644
--- a/util/delete.go
+++ b/util/delete.go
@@ -5,10 +5,12 @@ import (
 	"sync"
 
 	"github.com/bmeg/grip/gdbi"
+	"github.com/bmeg/grip/log"
 	multierror "github.com/hashicorp/go-multierror"
 )
 
-func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, delbyId func(key string) error) error {
+func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, delVertex func(key string) error, delEdge func(key string) error) error {
+	log.Infoln("HELLO WE IN DELETE BATCH FUNC")
 	var bulkErr *multierror.Error
 	vertCount := 0
 	elementIdBatchChan := make(chan []*gdbi.ElementID)
@@ -19,7 +21,10 @@ func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, del
 		defer wg.Done()
 		for elemBatch := range elementIdBatchChan {
 			for _, elem := range elemBatch {
-				if err := delbyId(elem.Id); err != nil {
+				if err := delVertex(elem.Id); err != nil {
+					bulkErr = multierror.Append(bulkErr, err)
+				}
+				if err := delEdge(elem.Id); err != nil {
 					bulkErr = multierror.Append(bulkErr, err)
 				}
 			}
@@ -50,7 +55,7 @@ func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, del
 	wg.Wait()
 
 	if vertCount != 0 {
-		fmt.Printf("%d vertices streamed to BulkAdd\n", vertCount)
+		fmt.Printf("%d vertices streamed to BulkDelete\n", vertCount)
 	}
 
 	return bulkErr.ErrorOrNil()
diff --git a/util/delete.gp b/util/delete.gp
deleted file mode 100644
index e69de29b..00000000

From afaf151649236b05a5ae7375eba9fe057b2e7c78 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Mon, 5 Aug 2024 10:29:11 -0700
Subject: [PATCH 03/13] package up

---
 DELETE.json | 25332 ++++++++++++++++++++++++++++++++++++++++++++++++++
 etl.py      |    29 +
 2 files changed, 25361 insertions(+)
 create mode 100644 DELETE.json
 create mode 100644 etl.py

diff --git a/DELETE.json b/DELETE.json
new file mode 100644
index 00000000..ea108fe2
--- /dev/null
+++ b/DELETE.json
@@ -0,0 +1,25332 @@
+{
+    "DELETE": [
+        "cc67dec8-57c2-5af0-b1b0-20b0c7595c03",
+        "d79222df-b503-5894-95e6-e35805f41a6f",
+        "82474791-c4d4-5f30-9a4a-6a9c40adb4d8",
+        "f33e59a6-5bb1-525c-bf2d-64955ee32670",
+        "835da25b-4cd8-5ead-b8f2-8f60f6d5e326",
+        "57e6bb86-7353-5b91-a9cd-cb1eb434e0c3",
+        "fa09dc80-fdce-5eb5-a568-6bff414ef035",
+        "38b29b3e-fe98-58f6-9557-aa155c6a849d",
+        "1efb8895-1290-5116-9e8b-aa348e8a51cc",
+        "7c795be1-79e8-543f-a09b-c19d0d4f87e0",
+        "05a1194c-daf5-5c37-a7c3-b7c81e56e801",
+        "d956648f-88a2-503f-b427-ae117b6839c1",
+        "2fa775d8-6060-5341-8fbf-ec3a4e78be15",
+        "fc92e63f-a2dd-5ec2-97a1-29e155ceb030",
+        "0023d0c7-7b7d-5667-b3f6-32d5f879d932",
+        "d206e1d3-0dfc-5695-ba5a-0abcb0a06894",
+        "b069248c-b99b-586d-a59b-cdf6ebdca8a1",
+        "b3122293-e517-540c-a89b-56394fcacbf1",
+        "115de476-d075-561b-80ce-4ddae23933e5",
+        "87e51f0e-8dbb-563b-9ce3-5c8d094c642c",
+        "adf22d00-ffcc-5862-9f37-9289a3df7302",
+        "d6ea3aae-864b-5806-92c1-c61c9d8dfe8d",
+        "138226ff-481d-551a-a2d1-161d0878488a",
+        "dfb82d97-2a66-59be-aa92-0d9a5ad0fbb9",
+        "de206709-1caf-5086-a6e6-2139fd8f7819",
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+        "ea66779e-d411-565b-8c59-f15aaff5a61b",
+        "fa0b6f42-9b6e-5815-ba08-8fe581ed80e4",
+        "1e961314-c5b1-553a-b675-6d8499eecb23",
+        "9fe1852b-981d-5477-9765-3aa92008ca6b",
+        "da134e8f-490f-560c-b0fe-9eb3386c7a55",
+        "8619f52c-f239-5d92-bd4e-808db95dbe0f",
+        "21ae117a-edd3-5b16-a0ce-72b893e1fbcf",
+        "de725c48-c320-566d-9134-1c0e104838ac",
+        "2ba5c73b-9d44-563a-a0f9-927e3e258205",
+        "6985ebb8-b0d0-53b1-9c25-6480c8c9c54a",
+        "03a84aee-d7d7-5c17-8392-4a429bccce6c",
+        "66383cd3-c6c2-5f43-a2cb-0a13d2d80fcd",
+        "0712053c-bdcc-5a90-9733-d30d36e39e32",
+        "5884557f-c21f-531e-9cf8-b2a2645d83f1",
+        "381d69b7-f016-576d-9366-ef89bf3a46a6",
+        "f2046285-4b26-5e91-9c0c-6bade331e758",
+        "e807a031-e8e1-5df0-83bd-b7911d4c79a1",
+        "5e74e3b4-992a-57b6-b0c5-1e6afcf8f7ba",
+        "d477caa1-d92c-5b90-bafe-0bded6adac87",
+        "2cac7b2b-5156-5384-b730-136197ef3e13",
+        "3bd833c7-85d3-50e9-a897-2832f9a0face",
+        "abe8bc31-2add-5e58-9e36-37ed6295378e",
+        "92b9ff4c-dc21-5363-9fdb-2b402905687c",
+        "9195ec6a-748e-5f75-b901-73c100e0223a",
+        "4fed06d7-2794-5b45-92f2-7947e6d78b80",
+        "9bb3fe7d-d8aa-5074-aa10-0face1f53509",
+        "5b040b4b-f97a-58dd-882f-c1cd405f3955",
+        "a776005f-0126-5691-88eb-62e96e25e337",
+        "cd37c7dd-b5c2-5e31-a2db-afbe9b1cdc22",
+        "5938a91a-63f9-530b-8e15-02defd11ae03",
+        "66b82dfa-061e-5040-99a2-21a694585cc9",
+        "e94b23e3-254e-5e54-9f1a-09567d6b8644",
+        "120cd692-49a8-5817-b49a-9e61b5748e9b",
+        "b87ec99a-c826-5911-a67e-69abc3027805",
+        "e2a1ce23-da41-5d08-a239-df3e1cf08f90",
+        "3df8eadc-9b03-50df-bcae-4f0bcde9aadb",
+        "ceadee80-9410-55a6-ad9b-16a0acc6524c",
+        "41e6a1dc-7640-5c23-90e9-420b88d286ac",
+        "f04f25b0-4e8b-5f6e-9987-8cf39eabc98f",
+        "473dde55-404a-5e65-835d-3f993b76fc41",
+        "c3a894ae-8305-50bc-bd8b-e240d38522ff",
+        "51cadfcc-a83d-5ec8-ae27-955ed3f721e3",
+        "74459a82-7955-57ea-a61e-5144b1452246",
+        "b63b8f79-235a-50e7-868b-8dace2cf40d4",
+        "d69af6da-a104-5850-acbb-7c6798972439",
+        "e3fdb6fb-efc2-5338-956c-27e5f7d42a6b",
+        "20053143-ab49-56d7-aaca-e2ab6c01f7ed",
+        "40cdea34-19e3-5430-a1ee-750268420f26",
+        "abc7901f-ce31-5473-8870-c28ea1fe6e2e",
+        "4b9a52b2-1851-5996-8700-bf0db49014f0",
+        "7be894bf-648e-59c6-93a3-eb4743d10815",
+        "ea979caa-2003-5482-86cd-f8a53d3d58d9",
+        "ec1e8c03-9e59-5ec5-bc7a-a9eab3e5a648",
+        "db331664-dcd6-51a1-ac33-af4261701c11",
+        "171b3792-b9de-552a-af5a-297e6d2fc731",
+        "33b664f6-b1d6-5198-a5b6-f57765f9fba0",
+        "dc29d8a9-de79-5ff8-9034-a3000b9613f4",
+        "50aec8ba-2c35-574d-b5a6-fe7e0fe40307",
+        "b75b78f8-c477-5de6-9556-64e97ba9b341",
+        "65c91913-c027-590c-9440-8b322dae901b",
+        "8b05494e-906b-529d-bb41-b197c46ba48a",
+        "f5e86ef8-7976-5f85-a84d-5629c6364d3e",
+        "1e018559-eeed-59d8-b503-756dad56ee54",
+        "e01aa57a-c81c-5f5c-8ca3-3e4269fae34b",
+        "8bb62497-95c6-5254-991f-dda0ae84ba10",
+        "0b41b49f-c2dc-520c-973d-605e12a66aaf",
+        "b6f0e5b3-78c9-5287-98f1-bb1c73248a10",
+        "b2094f46-fd33-593d-b3d1-ab1b6cb1e948",
+        "1b06c199-0c20-5b16-842a-71fd597f6385",
+        "f34863bb-054a-58aa-8372-5fead6e20715",
+        "946ef407-12b6-5bba-8322-e056cd8a837d",
+        "a898ecf5-aec2-52e7-bfae-a5c4637f159a",
+        "cc2a68ca-8a69-5e2a-820e-882ad1a4ac5d",
+        "ec12364f-1417-5c76-9922-3b5469e061fe",
+        "ef9077d0-d811-58a0-a5a6-e866522891b2",
+        "a26f2151-50a9-5e29-b188-5071e8464cfc",
+        "61347570-f7ed-516f-8f0a-634a9e17defd",
+        "2e567e44-7568-50cf-b9aa-a5d6780559c7",
+        "0ce2f6cb-6f85-52ad-96ba-e84daf529f25",
+        "6757895b-b218-5fb7-b4f2-8f165b1856b6",
+        "dcb36fef-0bed-5e74-b6d6-4034f51418f1",
+        "cf227180-b2a6-53a2-8d21-58e0f14d4d1e",
+        "024544fe-4207-5ff7-baab-0e924dfca438",
+        "0e78afba-41fd-5fac-adb0-7bc970cf163a",
+        "7c0e992d-2b5b-5813-ba65-7818c6e0576b",
+        "f70b3565-263d-5c9a-8e4b-465e9f633a31",
+        "c715e909-db24-5324-a62a-b9e4b1512f50",
+        "12de3695-a028-5c76-a0fb-82528ab9d844",
+        "3ed19414-79a2-5565-8934-9bee90ee5ef4",
+        "83539cd3-ae26-51e4-af18-1a820a6d525b",
+        "798455ff-0805-5099-a83a-5b1631d2b718",
+        "b9056803-386e-5227-9255-001db873d278",
+        "6fc4138b-6ef1-5313-9f1d-9e23d52d7e91",
+        "091fbb66-6147-5a86-8262-45163a35bbea",
+        "2de867a7-a5bc-5e8e-9362-4e9245ed52e7",
+        "7dde8828-4f33-5b86-b9dd-b36d9a3173c5",
+        "180d2365-cf16-5617-9bb0-95a79fd5f51b",
+        "cc3752aa-3981-5d19-8a75-da5be8537b89",
+        "fefe2d73-6e95-53aa-a041-99649b84c7b3",
+        "f0e19fe3-fe56-58f0-9856-5c573ba35cad",
+        "d9e943a5-175a-5ff6-9159-f0f9f650c058",
+        "7235e5fb-cd9a-5f37-bfc6-525bff169e5a",
+        "e63eecc0-9369-5253-9f97-56b2338a1813",
+        "d294428d-d9f3-5c02-a576-7dd817bbf34c",
+        "ef37eb84-aff9-558d-8fcb-16632607d36c",
+        "bdafa8cc-4592-5ce5-b151-40469aa8dc6f",
+        "249b4937-9ffe-51f8-b295-5ba498f335ef",
+        "cd437422-8588-5a33-bc1a-4db495a6081d",
+        "ff0e0966-a702-5da5-ad93-6aad18bdc71c",
+        "b7a55404-b16e-571a-842b-3795a3e365c2",
+        "3c15b742-661c-5cb9-aa92-255ef96307a2",
+        "f055d7f3-7f39-5bcd-8641-4ac275d5e522",
+        "8364e294-cf70-591a-8e8b-4f75d3fefb55",
+        "62f34023-c097-5f7b-a126-0c80bb6a596c",
+        "03114208-60d8-5dd9-a5c4-0829a888cae5",
+        "0772d9a4-619b-5293-a52b-8d9b09d717ba",
+        "202e79ec-1a6e-54a1-924c-5a515ba1c258",
+        "41bc7b74-341b-5574-89c1-a1f8edba1949",
+        "f4cbc74b-e3aa-5f10-9139-c6e8bca4d46a",
+        "9492fa82-1d30-52ca-a691-5d05ca770330",
+        "44d1e5fc-27a8-5eba-91bd-5b99381e05bc",
+        "bf491b83-89cd-5600-8d24-0082e39660f7",
+        "6384cad5-8602-5b83-8bc8-fb21951e60c3",
+        "c90456ff-1468-5fff-a43b-3d4ec4866305",
+        "89a73908-f136-5bc7-885b-402b352f9c5c",
+        "84e8bba7-8e59-5020-a2cf-4f7e0af52308",
+        "b6d741ee-4b93-5116-a601-a75a720f6163",
+        "78ab3659-24cd-54e5-8589-ea7554232fe4",
+        "e1f0f991-ec63-5a01-b690-31bf013d20ec",
+        "692e233a-717d-522b-8647-576e2ea22251",
+        "7e20b8ac-0dd6-5a2d-b7fa-df71a1345e88",
+        "0e6a021a-e091-55ac-9771-8c602a2989a8",
+        "fd2880f1-e330-5492-8a07-c74f54b338e1",
+        "861a525a-486d-5583-951c-a78b893c064d",
+        "81469ae4-b9d5-5086-bc67-587f930418ea",
+        "5c4b09e9-d2ed-5a0f-a83e-0047388cd37f",
+        "105dcf42-5cb3-5663-b2ef-65772fac1589",
+        "3e1d80c3-09b2-54a7-935a-f949cdd15069",
+        "ea53acac-dd9e-505e-875a-384ae015e94c",
+        "98e33712-7700-5b3a-9910-792107bb60a2",
+        "7db193de-8fed-5dbe-b0ad-04c5d0d3b38c",
+        "36addb92-f300-596c-9cef-506f629842b5",
+        "6f655393-7d8e-547f-ba71-d0574688b776",
+        "5a98196b-753d-532b-b296-513f0345b4f5",
+        "bad3908c-85b7-53c4-831f-6c441b1ab418",
+        "7652076e-8bb5-50f0-8828-68946d5c36be",
+        "1a2aaf2b-337b-5f60-818f-9c247cf5f2cc",
+        "f81e11ef-4ce4-5e13-813d-8d362aea5627",
+        "06cc63f3-b2d7-5659-ac21-6f036071b852",
+        "37e27658-0b55-5c43-a1fd-30aa958f3575",
+        "49eef3e9-039b-579b-aa51-f59c68312fde",
+        "f0402d5c-c21a-594b-9aa7-8499a596fbbc",
+        "7fc5af94-d075-5030-ae44-cdac2be40a47",
+        "816a206d-ab61-548b-8409-4f644f381617",
+        "71a53fe9-5e16-57c3-9923-6fd26403584f",
+        "6ab25d8a-e24d-5ad4-ba2c-a1086194e5c5",
+        "cb1e4f9e-1c3e-513e-99ed-6ba8e2d53920",
+        "dec7f137-758e-5cd5-a0fd-70145a7d683e",
+        "b96440ac-27c5-50d3-8623-f36ab344c1c6",
+        "24824efc-4c3f-5629-b69c-9c5547663801",
+        "4d5c4e54-0716-5726-891d-fb9887f90970",
+        "c0e765e1-a176-5e40-a629-7ca231231131",
+        "ff1a103a-4f7e-5f7b-9ec2-0af7aa9afc81",
+        "33b4a421-00ab-5e08-9a5d-f621109ac20f",
+        "eaee90c0-f910-5f24-9082-a2b71c4a0329",
+        "a1429bbd-6404-5574-93dd-c87c5bc36f84",
+        "b7b6345a-7f10-5ade-b0b9-3a657b8c051a",
+        "9fb0b57c-653f-5397-b435-75a908a7f256",
+        "3ef6e7bf-8f82-51eb-a7e4-0d8378e812ae",
+        "bf7c6c79-93b4-56a9-8241-91a75880df13",
+        "d577eeb3-631c-5a85-b0be-0ddb673f56cb",
+        "e0f879aa-28eb-52b3-ac6c-24623a675e75",
+        "3367ecd3-c3f7-5263-b533-bd1bbef680e7",
+        "1b0228de-6a11-5470-931c-8333df8c4ee6"
+    ]
+}
\ No newline at end of file
diff --git a/etl.py b/etl.py
new file mode 100644
index 00000000..1c038277
--- /dev/null
+++ b/etl.py
@@ -0,0 +1,29 @@
+import json
+
+
+def extract_ids_from_ndjson(input_file, output_file):
+    ids = []
+
+    # Read the NDJSON file
+    with open(input_file, 'r') as f:
+        for line in f:
+            data = json.loads(line.strip())
+            ids.append(data['gid'])
+
+    with open(input_file_edge, 'r') as f:
+        for line in f:
+            data = json.loads(line.strip())
+            ids.append(data['gid'])
+
+
+    # Write the IDs to the output file in the specified format
+    with open(output_file, 'w') as f:
+        f.write('[' + ','.join([f'"{gid}"' for gid in ids]) + ']')
+
+# Specify the input and output file paths
+input_file = 'OUT/Observation.vertex.json'
+input_file_edge= 'OUT/Observation.in.edge.json'
+output_file = 'output.json'
+
+# Extract the IDs and write them to the output file
+extract_ids_from_ndjson(input_file, output_file)

From 1d1881899c778e84ea00c604ec357768905699be Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Mon, 5 Aug 2024 10:40:34 -0700
Subject: [PATCH 04/13] debug statements

---
 cmd/delete/main.go |  3 ++-
 gripql/client.go   |  4 ++--
 server/api.go      | 11 ++++++-----
 3 files changed, 10 insertions(+), 8 deletions(-)

diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index 0e072014..4feb41da 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -64,7 +64,7 @@ var Cmd = &cobra.Command{
 		wait := make(chan bool)
 		go func() {
 			if err := conn.BulkDelete(elemChan); err != nil {
-				log.Errorf("bulk delete error: %v", err)
+				log.Errorf("bulk delete error: %v DEF HERE", err)
 			}
 			wait <- false
 		}()
@@ -73,6 +73,7 @@ var Cmd = &cobra.Command{
 		if data.Delete != nil {
 			for _, v := range data.Delete {
 				count++
+
 				elemChan <- &gripql.ElementID{Graph: graph, Id: v}
 				log.Infoln("ELEMCHAN:", &gripql.ElementID{Graph: graph, Id: v})
 			}
diff --git a/gripql/client.go b/gripql/client.go
index 445c10c2..d30b9252 100644
--- a/gripql/client.go
+++ b/gripql/client.go
@@ -184,19 +184,19 @@ func (client Client) BulkAdd(elemChan chan *GraphElement) error {
 func (client Client) BulkDelete(elemChan chan *ElementID) error {
 	sc, err := client.EditC.BulkDelete(context.Background())
 	if err != nil {
-		log.Info("HELLO ERROR THERE")
 		return err
 	}
 
 	for elem := range elemChan {
+		log.Infof("Sending Element: %+v", elem)
 		err := sc.Send(elem)
 		if err != nil {
-			log.Info("HELLO ERROR HERE: ", err)
 			return err
 		}
 	}
 
 	_, err = sc.CloseAndRecv()
+
 	return err
 }
 
diff --git a/server/api.go b/server/api.go
index 8a48918f..5a4a3ddb 100644
--- a/server/api.go
+++ b/server/api.go
@@ -320,7 +320,7 @@ func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error
 
 	for {
 		element, err := stream.Recv()
-		log.Info("ELEM: ", element)
+		log.Infof("ELEM: %+v", element)
 		if err == io.EOF {
 			break
 		}
@@ -329,6 +329,7 @@ func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error
 			errorCount++
 			break
 		}
+		log.Infof("Received Element: %+v", element)
 
 		// create a BulkAdd stream per graph
 		// close and switch when a new graph is encountered
@@ -342,7 +343,7 @@ func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error
 
 			graph, err := gdb.Graph(element.Graph)
 			if err != nil {
-				log.WithFields(log.Fields{"error": err}).Error("BulkAdd: error")
+				log.WithFields(log.Fields{"error": err}).Error("BulkDelete: error")
 				errorCount++
 				continue
 			}
@@ -352,10 +353,10 @@ func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error
 
 			wg.Add(1)
 			go func() {
-				log.WithFields(log.Fields{"graph": element.Graph}).Info("BulkAdd: streaming elements to graph")
+				log.WithFields(log.Fields{"graph": element.Graph}).Info("BulkDelete: streaming elements to graph")
 				err := graph.BulkDelete(elementStream)
 				if err != nil {
-					log.WithFields(log.Fields{"graph": element.Graph, "error": err}).Error("BulkAdd: error")
+					log.WithFields(log.Fields{"graph": element.Graph, "error": err}).Error("BulkDelete: error")
 					// not a good representation of the true number of errors
 					errorCount++
 				}
@@ -365,7 +366,7 @@ func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error
 
 		if element.Id != "" {
 			insertCount++
-			elementStream <- &gdbi.ElementID{Id: element.Id, Graph: element.Graph}
+			elementStream <- &gdbi.ElementID{Graph: element.Graph, Id: element.Id}
 		}
 	}
 

From d0b3a78f87dce8a0ebc82bd174b4d139791b001b Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Tue, 6 Aug 2024 09:14:48 -0700
Subject: [PATCH 05/13] Make bulk del a unary operation

---
 DELETE.json                | 25332 -----------------------------------
 cmd/delete/main.go         |    30 +-
 elastic/graph.go           |    14 +-
 existing-sql/graph.go      |     2 +-
 gdbi/interface.go          |     9 +-
 gripper/graph.go           |     2 +-
 gripql/client.go           |    19 +-
 gripql/gripql.gw.client.go |     7 +
 gripql/gripql.pb.dgw.go    |    84 +-
 gripql/gripql.pb.go        |   633 +-
 gripql/gripql.pb.gw.go     |    82 +-
 gripql/gripql.proto        |     8 +-
 gripql/gripql_grpc.pb.go   |    86 +-
 kvgraph/graph.go           |    24 +-
 mongo/graph.go             |    14 +-
 psql/graph.go              |    14 +-
 server/api.go              |    76 +-
 util/delete.go             |    62 -
 18 files changed, 530 insertions(+), 25968 deletions(-)
 delete mode 100644 DELETE.json
 delete mode 100644 util/delete.go

diff --git a/DELETE.json b/DELETE.json
deleted file mode 100644
index ea108fe2..00000000
--- a/DELETE.json
+++ /dev/null
@@ -1,25332 +0,0 @@
-{
-    "DELETE": [
-        "cc67dec8-57c2-5af0-b1b0-20b0c7595c03",
-        "d79222df-b503-5894-95e6-e35805f41a6f",
-        "82474791-c4d4-5f30-9a4a-6a9c40adb4d8",
-        "f33e59a6-5bb1-525c-bf2d-64955ee32670",
-        "835da25b-4cd8-5ead-b8f2-8f60f6d5e326",
-        "57e6bb86-7353-5b91-a9cd-cb1eb434e0c3",
-        "fa09dc80-fdce-5eb5-a568-6bff414ef035",
-        "38b29b3e-fe98-58f6-9557-aa155c6a849d",
-        "1efb8895-1290-5116-9e8b-aa348e8a51cc",
-        "7c795be1-79e8-543f-a09b-c19d0d4f87e0",
-        "05a1194c-daf5-5c37-a7c3-b7c81e56e801",
-        "d956648f-88a2-503f-b427-ae117b6839c1",
-        "2fa775d8-6060-5341-8fbf-ec3a4e78be15",
-        "fc92e63f-a2dd-5ec2-97a1-29e155ceb030",
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-        "120cd692-49a8-5817-b49a-9e61b5748e9b",
-        "b87ec99a-c826-5911-a67e-69abc3027805",
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-        "ceadee80-9410-55a6-ad9b-16a0acc6524c",
-        "41e6a1dc-7640-5c23-90e9-420b88d286ac",
-        "f04f25b0-4e8b-5f6e-9987-8cf39eabc98f",
-        "473dde55-404a-5e65-835d-3f993b76fc41",
-        "c3a894ae-8305-50bc-bd8b-e240d38522ff",
-        "51cadfcc-a83d-5ec8-ae27-955ed3f721e3",
-        "74459a82-7955-57ea-a61e-5144b1452246",
-        "b63b8f79-235a-50e7-868b-8dace2cf40d4",
-        "d69af6da-a104-5850-acbb-7c6798972439",
-        "e3fdb6fb-efc2-5338-956c-27e5f7d42a6b",
-        "20053143-ab49-56d7-aaca-e2ab6c01f7ed",
-        "40cdea34-19e3-5430-a1ee-750268420f26",
-        "abc7901f-ce31-5473-8870-c28ea1fe6e2e",
-        "4b9a52b2-1851-5996-8700-bf0db49014f0",
-        "7be894bf-648e-59c6-93a3-eb4743d10815",
-        "ea979caa-2003-5482-86cd-f8a53d3d58d9",
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-        "db331664-dcd6-51a1-ac33-af4261701c11",
-        "171b3792-b9de-552a-af5a-297e6d2fc731",
-        "33b664f6-b1d6-5198-a5b6-f57765f9fba0",
-        "dc29d8a9-de79-5ff8-9034-a3000b9613f4",
-        "50aec8ba-2c35-574d-b5a6-fe7e0fe40307",
-        "b75b78f8-c477-5de6-9556-64e97ba9b341",
-        "65c91913-c027-590c-9440-8b322dae901b",
-        "8b05494e-906b-529d-bb41-b197c46ba48a",
-        "f5e86ef8-7976-5f85-a84d-5629c6364d3e",
-        "1e018559-eeed-59d8-b503-756dad56ee54",
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-        "0b41b49f-c2dc-520c-973d-605e12a66aaf",
-        "b6f0e5b3-78c9-5287-98f1-bb1c73248a10",
-        "b2094f46-fd33-593d-b3d1-ab1b6cb1e948",
-        "1b06c199-0c20-5b16-842a-71fd597f6385",
-        "f34863bb-054a-58aa-8372-5fead6e20715",
-        "946ef407-12b6-5bba-8322-e056cd8a837d",
-        "a898ecf5-aec2-52e7-bfae-a5c4637f159a",
-        "cc2a68ca-8a69-5e2a-820e-882ad1a4ac5d",
-        "ec12364f-1417-5c76-9922-3b5469e061fe",
-        "ef9077d0-d811-58a0-a5a6-e866522891b2",
-        "a26f2151-50a9-5e29-b188-5071e8464cfc",
-        "61347570-f7ed-516f-8f0a-634a9e17defd",
-        "2e567e44-7568-50cf-b9aa-a5d6780559c7",
-        "0ce2f6cb-6f85-52ad-96ba-e84daf529f25",
-        "6757895b-b218-5fb7-b4f2-8f165b1856b6",
-        "dcb36fef-0bed-5e74-b6d6-4034f51418f1",
-        "cf227180-b2a6-53a2-8d21-58e0f14d4d1e",
-        "024544fe-4207-5ff7-baab-0e924dfca438",
-        "0e78afba-41fd-5fac-adb0-7bc970cf163a",
-        "7c0e992d-2b5b-5813-ba65-7818c6e0576b",
-        "f70b3565-263d-5c9a-8e4b-465e9f633a31",
-        "c715e909-db24-5324-a62a-b9e4b1512f50",
-        "12de3695-a028-5c76-a0fb-82528ab9d844",
-        "3ed19414-79a2-5565-8934-9bee90ee5ef4",
-        "83539cd3-ae26-51e4-af18-1a820a6d525b",
-        "798455ff-0805-5099-a83a-5b1631d2b718",
-        "b9056803-386e-5227-9255-001db873d278",
-        "6fc4138b-6ef1-5313-9f1d-9e23d52d7e91",
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-        "2de867a7-a5bc-5e8e-9362-4e9245ed52e7",
-        "7dde8828-4f33-5b86-b9dd-b36d9a3173c5",
-        "180d2365-cf16-5617-9bb0-95a79fd5f51b",
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-        "fefe2d73-6e95-53aa-a041-99649b84c7b3",
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-        "e63eecc0-9369-5253-9f97-56b2338a1813",
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-        "ef37eb84-aff9-558d-8fcb-16632607d36c",
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-        "cd437422-8588-5a33-bc1a-4db495a6081d",
-        "ff0e0966-a702-5da5-ad93-6aad18bdc71c",
-        "b7a55404-b16e-571a-842b-3795a3e365c2",
-        "3c15b742-661c-5cb9-aa92-255ef96307a2",
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-        "62f34023-c097-5f7b-a126-0c80bb6a596c",
-        "03114208-60d8-5dd9-a5c4-0829a888cae5",
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-        "202e79ec-1a6e-54a1-924c-5a515ba1c258",
-        "41bc7b74-341b-5574-89c1-a1f8edba1949",
-        "f4cbc74b-e3aa-5f10-9139-c6e8bca4d46a",
-        "9492fa82-1d30-52ca-a691-5d05ca770330",
-        "44d1e5fc-27a8-5eba-91bd-5b99381e05bc",
-        "bf491b83-89cd-5600-8d24-0082e39660f7",
-        "6384cad5-8602-5b83-8bc8-fb21951e60c3",
-        "c90456ff-1468-5fff-a43b-3d4ec4866305",
-        "89a73908-f136-5bc7-885b-402b352f9c5c",
-        "84e8bba7-8e59-5020-a2cf-4f7e0af52308",
-        "b6d741ee-4b93-5116-a601-a75a720f6163",
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-        "7e20b8ac-0dd6-5a2d-b7fa-df71a1345e88",
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-        "fd2880f1-e330-5492-8a07-c74f54b338e1",
-        "861a525a-486d-5583-951c-a78b893c064d",
-        "81469ae4-b9d5-5086-bc67-587f930418ea",
-        "5c4b09e9-d2ed-5a0f-a83e-0047388cd37f",
-        "105dcf42-5cb3-5663-b2ef-65772fac1589",
-        "3e1d80c3-09b2-54a7-935a-f949cdd15069",
-        "ea53acac-dd9e-505e-875a-384ae015e94c",
-        "98e33712-7700-5b3a-9910-792107bb60a2",
-        "7db193de-8fed-5dbe-b0ad-04c5d0d3b38c",
-        "36addb92-f300-596c-9cef-506f629842b5",
-        "6f655393-7d8e-547f-ba71-d0574688b776",
-        "5a98196b-753d-532b-b296-513f0345b4f5",
-        "bad3908c-85b7-53c4-831f-6c441b1ab418",
-        "7652076e-8bb5-50f0-8828-68946d5c36be",
-        "1a2aaf2b-337b-5f60-818f-9c247cf5f2cc",
-        "f81e11ef-4ce4-5e13-813d-8d362aea5627",
-        "06cc63f3-b2d7-5659-ac21-6f036071b852",
-        "37e27658-0b55-5c43-a1fd-30aa958f3575",
-        "49eef3e9-039b-579b-aa51-f59c68312fde",
-        "f0402d5c-c21a-594b-9aa7-8499a596fbbc",
-        "7fc5af94-d075-5030-ae44-cdac2be40a47",
-        "816a206d-ab61-548b-8409-4f644f381617",
-        "71a53fe9-5e16-57c3-9923-6fd26403584f",
-        "6ab25d8a-e24d-5ad4-ba2c-a1086194e5c5",
-        "cb1e4f9e-1c3e-513e-99ed-6ba8e2d53920",
-        "dec7f137-758e-5cd5-a0fd-70145a7d683e",
-        "b96440ac-27c5-50d3-8623-f36ab344c1c6",
-        "24824efc-4c3f-5629-b69c-9c5547663801",
-        "4d5c4e54-0716-5726-891d-fb9887f90970",
-        "c0e765e1-a176-5e40-a629-7ca231231131",
-        "ff1a103a-4f7e-5f7b-9ec2-0af7aa9afc81",
-        "33b4a421-00ab-5e08-9a5d-f621109ac20f",
-        "eaee90c0-f910-5f24-9082-a2b71c4a0329",
-        "a1429bbd-6404-5574-93dd-c87c5bc36f84",
-        "b7b6345a-7f10-5ade-b0b9-3a657b8c051a",
-        "9fb0b57c-653f-5397-b435-75a908a7f256",
-        "3ef6e7bf-8f82-51eb-a7e4-0d8378e812ae",
-        "bf7c6c79-93b4-56a9-8241-91a75880df13",
-        "d577eeb3-631c-5a85-b0be-0ddb673f56cb",
-        "e0f879aa-28eb-52b3-ac6c-24623a675e75",
-        "3367ecd3-c3f7-5263-b533-bd1bbef680e7",
-        "1b0228de-6a11-5470-931c-8333df8c4ee6"
-    ]
-}
\ No newline at end of file
diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index 4feb41da..8b248e6b 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -16,7 +16,8 @@ var graph = "GEN3"
 var file string
 
 type Data struct {
-	Delete []string `json:"DELETE"`
+	Edges    []string `json:"EDGES"`
+	Vertices []string `json:"VERTICES"`
 }
 
 // Cmd command line declaration
@@ -54,33 +55,8 @@ var Cmd = &cobra.Command{
 		if err != nil {
 			log.Errorf("Failed to unmarshal JSON: %s", err)
 		}
+		conn.BulkDelete(&gripql.DeleteData{Graph: graph, Vertices: data.Vertices, Edges: data.Edges})
 
-		// Print the list
-		//fmt.Println(data.Delete)
-
-		log.WithFields(log.Fields{"graph": graph}).Info("deleting data")
-
-		elemChan := make(chan *gripql.ElementID)
-		wait := make(chan bool)
-		go func() {
-			if err := conn.BulkDelete(elemChan); err != nil {
-				log.Errorf("bulk delete error: %v DEF HERE", err)
-			}
-			wait <- false
-		}()
-
-		count := 0
-		if data.Delete != nil {
-			for _, v := range data.Delete {
-				count++
-
-				elemChan <- &gripql.ElementID{Graph: graph, Id: v}
-				log.Infoln("ELEMCHAN:", &gripql.ElementID{Graph: graph, Id: v})
-			}
-			log.Infof("Deleted a total of %d vertices", count)
-		}
-		close(elemChan)
-		<-wait
 		return nil
 	},
 }
diff --git a/elastic/graph.go b/elastic/graph.go
index 0ffdb5c3..f23e9af4 100644
--- a/elastic/graph.go
+++ b/elastic/graph.go
@@ -118,8 +118,18 @@ func (es *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, es.graph, es.AddVertex, es.AddEdge)
 }
 
-func (es *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, es.graph, es.DelVertex, es.DelEdge)
+func (es *Graph) BulkDel(Data *gdbi.DeleteData) error {
+	for _, v := range Data.Edges {
+		if err := es.DelEdge(v); err != nil {
+			return err
+		}
+	}
+	for _, v := range Data.Vertices {
+		if err := es.DelVertex(v); err != nil {
+			return err
+		}
+	}
+	return nil
 }
 
 // DelEdge deletes edge `eid`
diff --git a/existing-sql/graph.go b/existing-sql/graph.go
index 7189472c..ea38b430 100644
--- a/existing-sql/graph.go
+++ b/existing-sql/graph.go
@@ -45,7 +45,7 @@ func (g *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return errors.New("not implemented")
 }
 
-func (g *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+func (g *Graph) BulkDel(data *gdbi.DeleteData) error {
 	return errors.New("not implemented")
 }
 
diff --git a/gdbi/interface.go b/gdbi/interface.go
index 026066d1..5029df83 100644
--- a/gdbi/interface.go
+++ b/gdbi/interface.go
@@ -60,9 +60,10 @@ type GraphElement struct {
 	Graph  string
 }
 
-type ElementID struct {
-	Graph string
-	Id    string
+type DeleteData struct {
+	Graph    string
+	Vertices []string
+	Edges    []string
 }
 
 type Aggregate struct {
@@ -162,7 +163,7 @@ type GraphInterface interface {
 	AddEdge(edge []*Edge) error
 
 	BulkAdd(<-chan *GraphElement) error
-	BulkDelete(<-chan *ElementID) error
+	BulkDel(*DeleteData) error
 
 	DelVertex(key string) error
 	DelEdge(key string) error
diff --git a/gripper/graph.go b/gripper/graph.go
index 7f1d6132..801993c9 100644
--- a/gripper/graph.go
+++ b/gripper/graph.go
@@ -175,7 +175,7 @@ func (t *TabularGraph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return fmt.Errorf("GRIPPER is ReadOnly")
 }
 
-func (t *TabularGraph) BulkDelete(stream <-chan *gdbi.ElementID) error {
+func (t *TabularGraph) BulkDel(*gdbi.DeleteData) error {
 	return fmt.Errorf("GRIPPER is ReadOnly")
 }
 
diff --git a/gripql/client.go b/gripql/client.go
index d30b9252..7115e3f1 100644
--- a/gripql/client.go
+++ b/gripql/client.go
@@ -181,22 +181,9 @@ func (client Client) BulkAdd(elemChan chan *GraphElement) error {
 	return err
 }
 
-func (client Client) BulkDelete(elemChan chan *ElementID) error {
-	sc, err := client.EditC.BulkDelete(context.Background())
-	if err != nil {
-		return err
-	}
-
-	for elem := range elemChan {
-		log.Infof("Sending Element: %+v", elem)
-		err := sc.Send(elem)
-		if err != nil {
-			return err
-		}
-	}
-
-	_, err = sc.CloseAndRecv()
-
+func (client Client) BulkDelete(delete *DeleteData) error {
+	result, err := client.EditC.BulkDelete(context.Background(), delete)
+	log.Info("RESULT: ", result)
 	return err
 }
 
diff --git a/gripql/gripql.gw.client.go b/gripql/gripql.gw.client.go
index 643d34e8..a5c6f4ad 100644
--- a/gripql/gripql.gw.client.go
+++ b/gripql/gripql.gw.client.go
@@ -171,6 +171,7 @@ type EditGatewayClient interface {
 	AddEdge(context.Context, *GraphElement) (*EditResult, error)
 	AddGraph(context.Context, *GraphID) (*EditResult, error)
 	DeleteGraph(context.Context, *GraphID) (*EditResult, error)
+	BulkDelete(context.Context, *DeleteData) (*EditResult, error)
 	DeleteVertex(context.Context, *ElementID) (*EditResult, error)
 	DeleteEdge(context.Context, *ElementID) (*EditResult, error)
 	AddIndex(context.Context, *IndexID) (*EditResult, error)
@@ -218,6 +219,12 @@ func (c *editGatewayClient) DeleteGraph(ctx context.Context, req *GraphID) (*Edi
 	return gateway.DoRequest[EditResult](ctx, gwReq)
 }
 
+func (c *editGatewayClient) BulkDelete(ctx context.Context, req *DeleteData) (*EditResult, error) {
+	gwReq := c.gwc.NewRequest("DELETE", "/v1/graph")
+	gwReq.SetBody(req)
+	return gateway.DoRequest[EditResult](ctx, gwReq)
+}
+
 func (c *editGatewayClient) DeleteVertex(ctx context.Context, req *ElementID) (*EditResult, error) {
 	gwReq := c.gwc.NewRequest("DELETE", "/v1/graph/{graph}/vertex/{id}")
 	gwReq.SetPathParam("graph", fmt.Sprintf("%v", req.Graph))
diff --git a/gripql/gripql.pb.dgw.go b/gripql/gripql.pb.dgw.go
index b374c3a6..126a8ca6 100644
--- a/gripql/gripql.pb.dgw.go
+++ b/gripql/gripql.pb.dgw.go
@@ -914,84 +914,26 @@ func (shim *EditDirectClient) DeleteGraph(ctx context.Context, in *GraphID, opts
 	return shim.server.DeleteGraph(ictx, in)
 }
 
-// Streaming data 'server' shim. Provides the Send/Recv funcs expected by the
-// user server code when dealing with a streaming input
-
-/* Start EditBulkDelete streaming input server */
-type directEditBulkDelete struct {
-  ctx context.Context
-  c   chan *ElementID
-  out chan *BulkEditResult
-}
-
-func (dsm *directEditBulkDelete) Recv() (*ElementID, error) {
-	value, ok := <-dsm.c
-	if !ok {
-		return nil, io.EOF
-	}
-	return value, nil
-}
-
-func (dsm *directEditBulkDelete) Send(a *ElementID) error {
-	dsm.c <- a
-	return nil
-}
-
-func (dsm *directEditBulkDelete) Context() context.Context {
-	return dsm.ctx
-}
-
-func (dsm *directEditBulkDelete) SendAndClose(o *BulkEditResult) error {
-  dsm.out <- o
-  close(dsm.out)
-  return nil
-}
-
-func (dsm *directEditBulkDelete) CloseAndRecv() (*BulkEditResult, error) {
-  //close(dsm.c)
-  out := <- dsm.out
-  return out, nil
-}
-
-func (dsm *directEditBulkDelete) CloseSend() error             { close(dsm.c); return nil }
-func (dsm *directEditBulkDelete) SetTrailer(metadata.MD)       {}
-func (dsm *directEditBulkDelete) SetHeader(metadata.MD) error  { return nil }
-func (dsm *directEditBulkDelete) SendHeader(metadata.MD) error { return nil }
-func (dsm *directEditBulkDelete) SendMsg(m interface{}) error  { dsm.out <- m.(*BulkEditResult); return nil }
-
-func (dsm *directEditBulkDelete) RecvMsg(m interface{}) error  { 
-	t, err := dsm.Recv()
-	mPtr := m.(*ElementID) 
-	if t != nil {
-    	*mPtr = *t
-	}
-	return err
-}
-
-func (dsm *directEditBulkDelete) Header() (metadata.MD, error) { return nil, nil }
-func (dsm *directEditBulkDelete) Trailer() metadata.MD         { return nil }
-/* End EditBulkDelete streaming input server */
-
-
-func (shim *EditDirectClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error) {
+//BulkDelete shim
+func (shim *EditDirectClient) BulkDelete(ctx context.Context, in *DeleteData, opts ...grpc.CallOption) (*EditResult, error) {
   md, _ := metadata.FromOutgoingContext(ctx)
   ictx := metadata.NewIncomingContext(ctx, md)
-  w := &directEditBulkDelete{ictx, make(chan *ElementID, 100), make(chan *BulkEditResult, 3)}
-  if shim.streamServerInt != nil {
-    info := grpc.StreamServerInfo{
+  if shim.unaryServerInt != nil {
+    handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+  		return shim.server.BulkDelete(ctx, req.(*DeleteData))
+  	}
+    info := grpc.UnaryServerInfo{
       FullMethod: "/gripql.Edit/BulkDelete",
-      IsClientStream: true,
     }
-    go shim.streamServerInt(shim.server, w, &info, _Edit_BulkDelete_Handler)
-    return w, nil
+    o, err := shim.unaryServerInt(ictx, in, &info, handler)
+    if o == nil {
+      return nil, err
+    }
+    return o.(*EditResult), err
   }
-	go func() {
-		shim.server.BulkDelete(w)
-	}()
-	return w, nil
+	return shim.server.BulkDelete(ictx, in)
 }
 
-
 //DeleteVertex shim
 func (shim *EditDirectClient) DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error) {
   md, _ := metadata.FromOutgoingContext(ctx)
diff --git a/gripql/gripql.pb.go b/gripql/gripql.pb.go
index b2ccfa9e..b548ef88 100644
--- a/gripql/gripql.pb.go
+++ b/gripql/gripql.pb.go
@@ -3053,6 +3053,69 @@ func (x *TableInfo) GetLinkMap() map[string]string {
 	return nil
 }
 
+type DeleteData struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Graph    string   `protobuf:"bytes,1,opt,name=graph,proto3" json:"graph,omitempty"`
+	Vertices []string `protobuf:"bytes,2,rep,name=vertices,proto3" json:"vertices,omitempty"`
+	Edges    []string `protobuf:"bytes,3,rep,name=edges,proto3" json:"edges,omitempty"`
+}
+
+func (x *DeleteData) Reset() {
+	*x = DeleteData{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_gripql_proto_msgTypes[39]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *DeleteData) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*DeleteData) ProtoMessage() {}
+
+func (x *DeleteData) ProtoReflect() protoreflect.Message {
+	mi := &file_gripql_proto_msgTypes[39]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use DeleteData.ProtoReflect.Descriptor instead.
+func (*DeleteData) Descriptor() ([]byte, []int) {
+	return file_gripql_proto_rawDescGZIP(), []int{39}
+}
+
+func (x *DeleteData) GetGraph() string {
+	if x != nil {
+		return x.Graph
+	}
+	return ""
+}
+
+func (x *DeleteData) GetVertices() []string {
+	if x != nil {
+		return x.Vertices
+	}
+	return nil
+}
+
+func (x *DeleteData) GetEdges() []string {
+	if x != nil {
+		return x.Edges
+	}
+	return nil
+}
+
 type PluginConfig struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -3066,7 +3129,7 @@ type PluginConfig struct {
 func (x *PluginConfig) Reset() {
 	*x = PluginConfig{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[39]
+		mi := &file_gripql_proto_msgTypes[40]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3079,7 +3142,7 @@ func (x *PluginConfig) String() string {
 func (*PluginConfig) ProtoMessage() {}
 
 func (x *PluginConfig) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[39]
+	mi := &file_gripql_proto_msgTypes[40]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3092,7 +3155,7 @@ func (x *PluginConfig) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use PluginConfig.ProtoReflect.Descriptor instead.
 func (*PluginConfig) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{39}
+	return file_gripql_proto_rawDescGZIP(), []int{40}
 }
 
 func (x *PluginConfig) GetName() string {
@@ -3128,7 +3191,7 @@ type PluginStatus struct {
 func (x *PluginStatus) Reset() {
 	*x = PluginStatus{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[40]
+		mi := &file_gripql_proto_msgTypes[41]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3141,7 +3204,7 @@ func (x *PluginStatus) String() string {
 func (*PluginStatus) ProtoMessage() {}
 
 func (x *PluginStatus) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[40]
+	mi := &file_gripql_proto_msgTypes[41]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3154,7 +3217,7 @@ func (x *PluginStatus) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use PluginStatus.ProtoReflect.Descriptor instead.
 func (*PluginStatus) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{40}
+	return file_gripql_proto_rawDescGZIP(), []int{41}
 }
 
 func (x *PluginStatus) GetName() string {
@@ -3182,7 +3245,7 @@ type ListDriversResponse struct {
 func (x *ListDriversResponse) Reset() {
 	*x = ListDriversResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[41]
+		mi := &file_gripql_proto_msgTypes[42]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3195,7 +3258,7 @@ func (x *ListDriversResponse) String() string {
 func (*ListDriversResponse) ProtoMessage() {}
 
 func (x *ListDriversResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[41]
+	mi := &file_gripql_proto_msgTypes[42]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3208,7 +3271,7 @@ func (x *ListDriversResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListDriversResponse.ProtoReflect.Descriptor instead.
 func (*ListDriversResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{41}
+	return file_gripql_proto_rawDescGZIP(), []int{42}
 }
 
 func (x *ListDriversResponse) GetDrivers() []string {
@@ -3229,7 +3292,7 @@ type ListPluginsResponse struct {
 func (x *ListPluginsResponse) Reset() {
 	*x = ListPluginsResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[42]
+		mi := &file_gripql_proto_msgTypes[43]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3242,7 +3305,7 @@ func (x *ListPluginsResponse) String() string {
 func (*ListPluginsResponse) ProtoMessage() {}
 
 func (x *ListPluginsResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[42]
+	mi := &file_gripql_proto_msgTypes[43]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3255,7 +3318,7 @@ func (x *ListPluginsResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListPluginsResponse.ProtoReflect.Descriptor instead.
 func (*ListPluginsResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{42}
+	return file_gripql_proto_rawDescGZIP(), []int{43}
 }
 
 func (x *ListPluginsResponse) GetPlugins() []string {
@@ -3590,231 +3653,236 @@ var file_gripql_proto_rawDesc = []byte{
 	0x0c, 0x4c, 0x69, 0x6e, 0x6b, 0x4d, 0x61, 0x70, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a,
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+	0x6f, 0x33,
 }
 
 var (
@@ -3830,7 +3898,7 @@ func file_gripql_proto_rawDescGZIP() []byte {
 }
 
 var file_gripql_proto_enumTypes = make([]protoimpl.EnumInfo, 3)
-var file_gripql_proto_msgTypes = make([]protoimpl.MessageInfo, 45)
+var file_gripql_proto_msgTypes = make([]protoimpl.MessageInfo, 46)
 var file_gripql_proto_goTypes = []any{
 	(Condition)(0),                 // 0: gripql.Condition
 	(JobState)(0),                  // 1: gripql.JobState
@@ -3874,43 +3942,44 @@ var file_gripql_proto_goTypes = []any{
 	(*ListIndicesResponse)(nil),    // 39: gripql.ListIndicesResponse
 	(*ListLabelsResponse)(nil),     // 40: gripql.ListLabelsResponse
 	(*TableInfo)(nil),              // 41: gripql.TableInfo
-	(*PluginConfig)(nil),           // 42: gripql.PluginConfig
-	(*PluginStatus)(nil),           // 43: gripql.PluginStatus
-	(*ListDriversResponse)(nil),    // 44: gripql.ListDriversResponse
-	(*ListPluginsResponse)(nil),    // 45: gripql.ListPluginsResponse
-	nil,                            // 46: gripql.TableInfo.LinkMapEntry
-	nil,                            // 47: gripql.PluginConfig.ConfigEntry
-	(*structpb.ListValue)(nil),     // 48: google.protobuf.ListValue
-	(*structpb.Value)(nil),         // 49: google.protobuf.Value
-	(*structpb.Struct)(nil),        // 50: google.protobuf.Struct
+	(*DeleteData)(nil),             // 42: gripql.DeleteData
+	(*PluginConfig)(nil),           // 43: gripql.PluginConfig
+	(*PluginStatus)(nil),           // 44: gripql.PluginStatus
+	(*ListDriversResponse)(nil),    // 45: gripql.ListDriversResponse
+	(*ListPluginsResponse)(nil),    // 46: gripql.ListPluginsResponse
+	nil,                            // 47: gripql.TableInfo.LinkMapEntry
+	nil,                            // 48: gripql.PluginConfig.ConfigEntry
+	(*structpb.ListValue)(nil),     // 49: google.protobuf.ListValue
+	(*structpb.Value)(nil),         // 50: google.protobuf.Value
+	(*structpb.Struct)(nil),        // 51: google.protobuf.Struct
 }
 var file_gripql_proto_depIdxs = []int32{
 	24, // 0: gripql.Graph.vertices:type_name -> gripql.Vertex
 	25, // 1: gripql.Graph.edges:type_name -> gripql.Edge
 	6,  // 2: gripql.GraphQuery.query:type_name -> gripql.GraphStatement
 	6,  // 3: gripql.QuerySet.query:type_name -> gripql.GraphStatement
-	48, // 4: gripql.GraphStatement.v:type_name -> google.protobuf.ListValue
-	48, // 5: gripql.GraphStatement.e:type_name -> google.protobuf.ListValue
-	48, // 6: gripql.GraphStatement.in:type_name -> google.protobuf.ListValue
-	48, // 7: gripql.GraphStatement.out:type_name -> google.protobuf.ListValue
-	48, // 8: gripql.GraphStatement.both:type_name -> google.protobuf.ListValue
-	48, // 9: gripql.GraphStatement.in_e:type_name -> google.protobuf.ListValue
-	48, // 10: gripql.GraphStatement.out_e:type_name -> google.protobuf.ListValue
-	48, // 11: gripql.GraphStatement.both_e:type_name -> google.protobuf.ListValue
-	48, // 12: gripql.GraphStatement.in_null:type_name -> google.protobuf.ListValue
-	48, // 13: gripql.GraphStatement.out_null:type_name -> google.protobuf.ListValue
-	48, // 14: gripql.GraphStatement.in_e_null:type_name -> google.protobuf.ListValue
-	48, // 15: gripql.GraphStatement.out_e_null:type_name -> google.protobuf.ListValue
+	49, // 4: gripql.GraphStatement.v:type_name -> google.protobuf.ListValue
+	49, // 5: gripql.GraphStatement.e:type_name -> google.protobuf.ListValue
+	49, // 6: gripql.GraphStatement.in:type_name -> google.protobuf.ListValue
+	49, // 7: gripql.GraphStatement.out:type_name -> google.protobuf.ListValue
+	49, // 8: gripql.GraphStatement.both:type_name -> google.protobuf.ListValue
+	49, // 9: gripql.GraphStatement.in_e:type_name -> google.protobuf.ListValue
+	49, // 10: gripql.GraphStatement.out_e:type_name -> google.protobuf.ListValue
+	49, // 11: gripql.GraphStatement.both_e:type_name -> google.protobuf.ListValue
+	49, // 12: gripql.GraphStatement.in_null:type_name -> google.protobuf.ListValue
+	49, // 13: gripql.GraphStatement.out_null:type_name -> google.protobuf.ListValue
+	49, // 14: gripql.GraphStatement.in_e_null:type_name -> google.protobuf.ListValue
+	49, // 15: gripql.GraphStatement.out_e_null:type_name -> google.protobuf.ListValue
 	7,  // 16: gripql.GraphStatement.range:type_name -> gripql.Range
 	19, // 17: gripql.GraphStatement.has:type_name -> gripql.HasExpression
-	48, // 18: gripql.GraphStatement.has_label:type_name -> google.protobuf.ListValue
-	48, // 19: gripql.GraphStatement.has_key:type_name -> google.protobuf.ListValue
-	48, // 20: gripql.GraphStatement.has_id:type_name -> google.protobuf.ListValue
-	48, // 21: gripql.GraphStatement.distinct:type_name -> google.protobuf.ListValue
-	48, // 22: gripql.GraphStatement.fields:type_name -> google.protobuf.ListValue
+	49, // 18: gripql.GraphStatement.has_label:type_name -> google.protobuf.ListValue
+	49, // 19: gripql.GraphStatement.has_key:type_name -> google.protobuf.ListValue
+	49, // 20: gripql.GraphStatement.has_id:type_name -> google.protobuf.ListValue
+	49, // 21: gripql.GraphStatement.distinct:type_name -> google.protobuf.ListValue
+	49, // 22: gripql.GraphStatement.fields:type_name -> google.protobuf.ListValue
 	9,  // 23: gripql.GraphStatement.aggregate:type_name -> gripql.Aggregations
-	49, // 24: gripql.GraphStatement.render:type_name -> google.protobuf.Value
-	48, // 25: gripql.GraphStatement.path:type_name -> google.protobuf.ListValue
+	50, // 24: gripql.GraphStatement.render:type_name -> google.protobuf.Value
+	49, // 25: gripql.GraphStatement.path:type_name -> google.protobuf.ListValue
 	21, // 26: gripql.GraphStatement.jump:type_name -> gripql.Jump
 	22, // 27: gripql.GraphStatement.set:type_name -> gripql.Set
 	23, // 28: gripql.GraphStatement.increment:type_name -> gripql.Increment
@@ -3922,31 +3991,31 @@ var file_gripql_proto_depIdxs = []int32{
 	14, // 34: gripql.Aggregate.field:type_name -> gripql.FieldAggregation
 	15, // 35: gripql.Aggregate.type:type_name -> gripql.TypeAggregation
 	16, // 36: gripql.Aggregate.count:type_name -> gripql.CountAggregation
-	49, // 37: gripql.NamedAggregationResult.key:type_name -> google.protobuf.Value
+	50, // 37: gripql.NamedAggregationResult.key:type_name -> google.protobuf.Value
 	19, // 38: gripql.HasExpressionList.expressions:type_name -> gripql.HasExpression
 	18, // 39: gripql.HasExpression.and:type_name -> gripql.HasExpressionList
 	18, // 40: gripql.HasExpression.or:type_name -> gripql.HasExpressionList
 	19, // 41: gripql.HasExpression.not:type_name -> gripql.HasExpression
 	20, // 42: gripql.HasExpression.condition:type_name -> gripql.HasCondition
-	49, // 43: gripql.HasCondition.value:type_name -> google.protobuf.Value
+	50, // 43: gripql.HasCondition.value:type_name -> google.protobuf.Value
 	0,  // 44: gripql.HasCondition.condition:type_name -> gripql.Condition
 	19, // 45: gripql.Jump.expression:type_name -> gripql.HasExpression
-	49, // 46: gripql.Set.value:type_name -> google.protobuf.Value
-	50, // 47: gripql.Vertex.data:type_name -> google.protobuf.Struct
-	50, // 48: gripql.Edge.data:type_name -> google.protobuf.Struct
+	50, // 46: gripql.Set.value:type_name -> google.protobuf.Value
+	51, // 47: gripql.Vertex.data:type_name -> google.protobuf.Struct
+	51, // 48: gripql.Edge.data:type_name -> google.protobuf.Struct
 	24, // 49: gripql.QueryResult.vertex:type_name -> gripql.Vertex
 	25, // 50: gripql.QueryResult.edge:type_name -> gripql.Edge
 	17, // 51: gripql.QueryResult.aggregations:type_name -> gripql.NamedAggregationResult
-	49, // 52: gripql.QueryResult.render:type_name -> google.protobuf.Value
-	48, // 53: gripql.QueryResult.path:type_name -> google.protobuf.ListValue
+	50, // 52: gripql.QueryResult.render:type_name -> google.protobuf.Value
+	49, // 53: gripql.QueryResult.path:type_name -> google.protobuf.ListValue
 	6,  // 54: gripql.ExtendQuery.query:type_name -> gripql.GraphStatement
 	1,  // 55: gripql.JobStatus.state:type_name -> gripql.JobState
 	6,  // 56: gripql.JobStatus.query:type_name -> gripql.GraphStatement
 	24, // 57: gripql.GraphElement.vertex:type_name -> gripql.Vertex
 	25, // 58: gripql.GraphElement.edge:type_name -> gripql.Edge
 	35, // 59: gripql.ListIndicesResponse.indices:type_name -> gripql.IndexID
-	46, // 60: gripql.TableInfo.link_map:type_name -> gripql.TableInfo.LinkMapEntry
-	47, // 61: gripql.PluginConfig.config:type_name -> gripql.PluginConfig.ConfigEntry
+	47, // 60: gripql.TableInfo.link_map:type_name -> gripql.TableInfo.LinkMapEntry
+	48, // 61: gripql.PluginConfig.config:type_name -> gripql.PluginConfig.ConfigEntry
 	4,  // 62: gripql.Query.Traversal:input_type -> gripql.GraphQuery
 	34, // 63: gripql.Query.GetVertex:input_type -> gripql.ElementID
 	34, // 64: gripql.Query.GetEdge:input_type -> gripql.ElementID
@@ -3969,7 +4038,7 @@ var file_gripql_proto_depIdxs = []int32{
 	32, // 81: gripql.Edit.BulkAdd:input_type -> gripql.GraphElement
 	33, // 82: gripql.Edit.AddGraph:input_type -> gripql.GraphID
 	33, // 83: gripql.Edit.DeleteGraph:input_type -> gripql.GraphID
-	34, // 84: gripql.Edit.BulkDelete:input_type -> gripql.ElementID
+	42, // 84: gripql.Edit.BulkDelete:input_type -> gripql.DeleteData
 	34, // 85: gripql.Edit.DeleteVertex:input_type -> gripql.ElementID
 	34, // 86: gripql.Edit.DeleteEdge:input_type -> gripql.ElementID
 	35, // 87: gripql.Edit.AddIndex:input_type -> gripql.IndexID
@@ -3977,7 +4046,7 @@ var file_gripql_proto_depIdxs = []int32{
 	3,  // 89: gripql.Edit.AddSchema:input_type -> gripql.Graph
 	33, // 90: gripql.Edit.SampleSchema:input_type -> gripql.GraphID
 	3,  // 91: gripql.Edit.AddMapping:input_type -> gripql.Graph
-	42, // 92: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
+	43, // 92: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
 	37, // 93: gripql.Configure.ListPlugins:input_type -> gripql.Empty
 	37, // 94: gripql.Configure.ListDrivers:input_type -> gripql.Empty
 	26, // 95: gripql.Query.Traversal:output_type -> gripql.QueryResult
@@ -4002,7 +4071,7 @@ var file_gripql_proto_depIdxs = []int32{
 	31, // 114: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
 	30, // 115: gripql.Edit.AddGraph:output_type -> gripql.EditResult
 	30, // 116: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
-	31, // 117: gripql.Edit.BulkDelete:output_type -> gripql.BulkEditResult
+	30, // 117: gripql.Edit.BulkDelete:output_type -> gripql.EditResult
 	30, // 118: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
 	30, // 119: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
 	30, // 120: gripql.Edit.AddIndex:output_type -> gripql.EditResult
@@ -4010,9 +4079,9 @@ var file_gripql_proto_depIdxs = []int32{
 	30, // 122: gripql.Edit.AddSchema:output_type -> gripql.EditResult
 	3,  // 123: gripql.Edit.SampleSchema:output_type -> gripql.Graph
 	30, // 124: gripql.Edit.AddMapping:output_type -> gripql.EditResult
-	43, // 125: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
-	45, // 126: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
-	44, // 127: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
+	44, // 125: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
+	46, // 126: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
+	45, // 127: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
 	95, // [95:128] is the sub-list for method output_type
 	62, // [62:95] is the sub-list for method input_type
 	62, // [62:62] is the sub-list for extension type_name
@@ -4495,7 +4564,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[39].Exporter = func(v any, i int) any {
-			switch v := v.(*PluginConfig); i {
+			switch v := v.(*DeleteData); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4507,7 +4576,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[40].Exporter = func(v any, i int) any {
-			switch v := v.(*PluginStatus); i {
+			switch v := v.(*PluginConfig); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4519,7 +4588,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[41].Exporter = func(v any, i int) any {
-			switch v := v.(*ListDriversResponse); i {
+			switch v := v.(*PluginStatus); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4531,6 +4600,18 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[42].Exporter = func(v any, i int) any {
+			switch v := v.(*ListDriversResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_gripql_proto_msgTypes[43].Exporter = func(v any, i int) any {
 			switch v := v.(*ListPluginsResponse); i {
 			case 0:
 				return &v.state
@@ -4605,7 +4686,7 @@ func file_gripql_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_gripql_proto_rawDesc,
 			NumEnums:      3,
-			NumMessages:   45,
+			NumMessages:   46,
 			NumExtensions: 0,
 			NumServices:   4,
 		},
diff --git a/gripql/gripql.pb.gw.go b/gripql/gripql.pb.gw.go
index b5cf6032..861b3304 100644
--- a/gripql/gripql.pb.gw.go
+++ b/gripql/gripql.pb.gw.go
@@ -1174,46 +1174,38 @@ func local_request_Edit_DeleteGraph_0(ctx context.Context, marshaler runtime.Mar
 
 }
 
+var (
+	filter_Edit_BulkDelete_0 = &utilities.DoubleArray{Encoding: map[string]int{}, Base: []int(nil), Check: []int(nil)}
+)
+
 func request_Edit_BulkDelete_0(ctx context.Context, marshaler runtime.Marshaler, client EditClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq DeleteData
 	var metadata runtime.ServerMetadata
-	stream, err := client.BulkDelete(ctx)
-	if err != nil {
-		grpclog.Errorf("Failed to start streaming: %v", err)
-		return nil, metadata, err
+
+	if err := req.ParseForm(); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
-	dec := marshaler.NewDecoder(req.Body)
-	for {
-		var protoReq ElementID
-		err = dec.Decode(&protoReq)
-		if err == io.EOF {
-			break
-		}
-		if err != nil {
-			grpclog.Errorf("Failed to decode request: %v", err)
-			return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
-		}
-		if err = stream.Send(&protoReq); err != nil {
-			if err == io.EOF {
-				break
-			}
-			grpclog.Errorf("Failed to send request: %v", err)
-			return nil, metadata, err
-		}
+	if err := runtime.PopulateQueryParameters(&protoReq, req.Form, filter_Edit_BulkDelete_0); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
 
-	if err := stream.CloseSend(); err != nil {
-		grpclog.Errorf("Failed to terminate client stream: %v", err)
-		return nil, metadata, err
+	msg, err := client.BulkDelete(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_Edit_BulkDelete_0(ctx context.Context, marshaler runtime.Marshaler, server EditServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq DeleteData
+	var metadata runtime.ServerMetadata
+
+	if err := req.ParseForm(); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
-	header, err := stream.Header()
-	if err != nil {
-		grpclog.Errorf("Failed to get header from client: %v", err)
-		return nil, metadata, err
+	if err := runtime.PopulateQueryParameters(&protoReq, req.Form, filter_Edit_BulkDelete_0); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
-	metadata.HeaderMD = header
 
-	msg, err := stream.CloseAndRecv()
-	metadata.TrailerMD = stream.Trailer()
+	msg, err := server.BulkDelete(ctx, &protoReq)
 	return msg, metadata, err
 
 }
@@ -2254,10 +2246,28 @@ func RegisterEditHandlerServer(ctx context.Context, mux *runtime.ServeMux, serve
 	})
 
 	mux.Handle("DELETE", pattern_Edit_BulkDelete_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
-		err := status.Error(codes.Unimplemented, "streaming calls are not yet supported in the in-process transport")
-		_, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
-		runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
-		return
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		var stream runtime.ServerTransportStream
+		ctx = grpc.NewContextWithServerTransportStream(ctx, &stream)
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		var err error
+		var annotatedContext context.Context
+		annotatedContext, err = runtime.AnnotateIncomingContext(ctx, mux, req, "/gripql.Edit/BulkDelete", runtime.WithHTTPPathPattern("/v1/graph"))
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_Edit_BulkDelete_0(annotatedContext, inboundMarshaler, server, req, pathParams)
+		md.HeaderMD, md.TrailerMD = metadata.Join(md.HeaderMD, stream.Header()), metadata.Join(md.TrailerMD, stream.Trailer())
+		annotatedContext = runtime.NewServerMetadataContext(annotatedContext, md)
+		if err != nil {
+			runtime.HTTPError(annotatedContext, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_Edit_BulkDelete_0(annotatedContext, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
 	})
 
 	mux.Handle("DELETE", pattern_Edit_DeleteVertex_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
diff --git a/gripql/gripql.proto b/gripql/gripql.proto
index 4807a560..72683c8a 100644
--- a/gripql/gripql.proto
+++ b/gripql/gripql.proto
@@ -294,6 +294,12 @@ message TableInfo {
   map<string,string> link_map = 4;
 }
 
+message DeleteData {
+  string graph = 1;
+  repeated string vertices = 2;
+  repeated string edges = 3;
+}
+
 service Query {
   rpc Traversal(GraphQuery) returns (stream QueryResult) {
     option (google.api.http) = {
@@ -439,7 +445,7 @@ service Edit {
     };
   }
 
-  rpc BulkDelete(stream ElementID) returns (BulkEditResult) {
+  rpc BulkDelete(DeleteData) returns (EditResult) {
     option (google.api.http) = {
       delete: "/v1/graph"
     };
diff --git a/gripql/gripql_grpc.pb.go b/gripql/gripql_grpc.pb.go
index b5f8eed4..ef146e6e 100644
--- a/gripql/gripql_grpc.pb.go
+++ b/gripql/gripql_grpc.pb.go
@@ -959,7 +959,7 @@ type EditClient interface {
 	BulkAdd(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkAddClient, error)
 	AddGraph(ctx context.Context, in *GraphID, opts ...grpc.CallOption) (*EditResult, error)
 	DeleteGraph(ctx context.Context, in *GraphID, opts ...grpc.CallOption) (*EditResult, error)
-	BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error)
+	BulkDelete(ctx context.Context, in *DeleteData, opts ...grpc.CallOption) (*EditResult, error)
 	DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error)
 	DeleteEdge(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error)
 	AddIndex(ctx context.Context, in *IndexID, opts ...grpc.CallOption) (*EditResult, error)
@@ -1052,39 +1052,14 @@ func (c *editClient) DeleteGraph(ctx context.Context, in *GraphID, opts ...grpc.
 	return out, nil
 }
 
-func (c *editClient) BulkDelete(ctx context.Context, opts ...grpc.CallOption) (Edit_BulkDeleteClient, error) {
+func (c *editClient) BulkDelete(ctx context.Context, in *DeleteData, opts ...grpc.CallOption) (*EditResult, error) {
 	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
-	stream, err := c.cc.NewStream(ctx, &Edit_ServiceDesc.Streams[1], Edit_BulkDelete_FullMethodName, cOpts...)
+	out := new(EditResult)
+	err := c.cc.Invoke(ctx, Edit_BulkDelete_FullMethodName, in, out, cOpts...)
 	if err != nil {
 		return nil, err
 	}
-	x := &editBulkDeleteClient{ClientStream: stream}
-	return x, nil
-}
-
-type Edit_BulkDeleteClient interface {
-	Send(*ElementID) error
-	CloseAndRecv() (*BulkEditResult, error)
-	grpc.ClientStream
-}
-
-type editBulkDeleteClient struct {
-	grpc.ClientStream
-}
-
-func (x *editBulkDeleteClient) Send(m *ElementID) error {
-	return x.ClientStream.SendMsg(m)
-}
-
-func (x *editBulkDeleteClient) CloseAndRecv() (*BulkEditResult, error) {
-	if err := x.ClientStream.CloseSend(); err != nil {
-		return nil, err
-	}
-	m := new(BulkEditResult)
-	if err := x.ClientStream.RecvMsg(m); err != nil {
-		return nil, err
-	}
-	return m, nil
+	return out, nil
 }
 
 func (c *editClient) DeleteVertex(ctx context.Context, in *ElementID, opts ...grpc.CallOption) (*EditResult, error) {
@@ -1166,7 +1141,7 @@ type EditServer interface {
 	BulkAdd(Edit_BulkAddServer) error
 	AddGraph(context.Context, *GraphID) (*EditResult, error)
 	DeleteGraph(context.Context, *GraphID) (*EditResult, error)
-	BulkDelete(Edit_BulkDeleteServer) error
+	BulkDelete(context.Context, *DeleteData) (*EditResult, error)
 	DeleteVertex(context.Context, *ElementID) (*EditResult, error)
 	DeleteEdge(context.Context, *ElementID) (*EditResult, error)
 	AddIndex(context.Context, *IndexID) (*EditResult, error)
@@ -1196,8 +1171,8 @@ func (UnimplementedEditServer) AddGraph(context.Context, *GraphID) (*EditResult,
 func (UnimplementedEditServer) DeleteGraph(context.Context, *GraphID) (*EditResult, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method DeleteGraph not implemented")
 }
-func (UnimplementedEditServer) BulkDelete(Edit_BulkDeleteServer) error {
-	return status.Errorf(codes.Unimplemented, "method BulkDelete not implemented")
+func (UnimplementedEditServer) BulkDelete(context.Context, *DeleteData) (*EditResult, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method BulkDelete not implemented")
 }
 func (UnimplementedEditServer) DeleteVertex(context.Context, *ElementID) (*EditResult, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method DeleteVertex not implemented")
@@ -1331,30 +1306,22 @@ func _Edit_DeleteGraph_Handler(srv interface{}, ctx context.Context, dec func(in
 	return interceptor(ctx, in, info, handler)
 }
 
-func _Edit_BulkDelete_Handler(srv interface{}, stream grpc.ServerStream) error {
-	return srv.(EditServer).BulkDelete(&editBulkDeleteServer{ServerStream: stream})
-}
-
-type Edit_BulkDeleteServer interface {
-	SendAndClose(*BulkEditResult) error
-	Recv() (*ElementID, error)
-	grpc.ServerStream
-}
-
-type editBulkDeleteServer struct {
-	grpc.ServerStream
-}
-
-func (x *editBulkDeleteServer) SendAndClose(m *BulkEditResult) error {
-	return x.ServerStream.SendMsg(m)
-}
-
-func (x *editBulkDeleteServer) Recv() (*ElementID, error) {
-	m := new(ElementID)
-	if err := x.ServerStream.RecvMsg(m); err != nil {
+func _Edit_BulkDelete_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(DeleteData)
+	if err := dec(in); err != nil {
 		return nil, err
 	}
-	return m, nil
+	if interceptor == nil {
+		return srv.(EditServer).BulkDelete(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: Edit_BulkDelete_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(EditServer).BulkDelete(ctx, req.(*DeleteData))
+	}
+	return interceptor(ctx, in, info, handler)
 }
 
 func _Edit_DeleteVertex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
@@ -1506,6 +1473,10 @@ var Edit_ServiceDesc = grpc.ServiceDesc{
 			MethodName: "DeleteGraph",
 			Handler:    _Edit_DeleteGraph_Handler,
 		},
+		{
+			MethodName: "BulkDelete",
+			Handler:    _Edit_BulkDelete_Handler,
+		},
 		{
 			MethodName: "DeleteVertex",
 			Handler:    _Edit_DeleteVertex_Handler,
@@ -1541,11 +1512,6 @@ var Edit_ServiceDesc = grpc.ServiceDesc{
 			Handler:       _Edit_BulkAdd_Handler,
 			ClientStreams: true,
 		},
-		{
-			StreamName:    "BulkDelete",
-			Handler:       _Edit_BulkDelete_Handler,
-			ClientStreams: true,
-		},
 	},
 	Metadata: "gripql.proto",
 }
diff --git a/kvgraph/graph.go b/kvgraph/graph.go
index 4d710d7f..9e819cf9 100644
--- a/kvgraph/graph.go
+++ b/kvgraph/graph.go
@@ -155,21 +155,19 @@ func (kgdb *KVInterfaceGDB) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return err
 }
 
-func (kgdb *KVInterfaceGDB) BulkDelete(stream <-chan *gdbi.ElementID) error {
+func (kgdb *KVInterfaceGDB) BulkDel(Data *gdbi.DeleteData) error {
 	log.Infoln("HELLO WE IN KVGRAPH BULK DELETE")
-	err := kgdb.kvg.kv.BulkWrite(func(tx kvi.KVBulkWrite) error {
-		var bulkErr *multierror.Error
-		for elem := range stream {
-			if elem.Id != "" {
-				if err := kgdb.DelEdge(elem.Id); err != nil {
-					bulkErr = multierror.Append(bulkErr, err)
-				}
-				continue
-			}
+	for _, v := range Data.Edges {
+		if err := kgdb.DelEdge(v); err != nil {
+			return err
 		}
-		return bulkErr.ErrorOrNil()
-	})
-	return err
+	}
+	for _, v := range Data.Vertices {
+		if err := kgdb.DelVertex(v); err != nil {
+			return err
+		}
+	}
+	return nil
 }
 
 // DelEdge deletes edge with id `key`
diff --git a/mongo/graph.go b/mongo/graph.go
index 13370e22..2dd2a56e 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -120,8 +120,18 @@ func (mg *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, mg.graph, mg.AddVertex, mg.AddEdge)
 }
 
-func (mg *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, mg.graph, mg.DelVertex, mg.DelEdge)
+func (mg *Graph) BulkDel(Data *gdbi.DeleteData) error {
+	for _, v := range Data.Edges {
+		if err := mg.DelEdge(v); err != nil {
+			return err
+		}
+	}
+	for _, v := range Data.Vertices {
+		if err := mg.DelVertex(v); err != nil {
+			return err
+		}
+	}
+	return nil
 }
 
 // deleteConnectedEdges deletes edges where `from` or `to` equal `key`
diff --git a/psql/graph.go b/psql/graph.go
index 804e355b..73c2ce7e 100644
--- a/psql/graph.go
+++ b/psql/graph.go
@@ -129,8 +129,18 @@ func (g *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 	return util.StreamBatch(stream, 50, g.graph, g.AddVertex, g.AddEdge)
 }
 
-func (g *Graph) BulkDelete(stream <-chan *gdbi.ElementID) error {
-	return util.DeleteBatch(stream, 50, g.graph, g.DelVertex, g.DelEdge)
+func (g *Graph) BulkDel(Data *gdbi.DeleteData) error {
+	for _, v := range Data.Edges {
+		if err := g.DelEdge(v); err != nil {
+			return err
+		}
+	}
+	for _, v := range Data.Vertices {
+		if err := g.DelVertex(v); err != nil {
+			return err
+		}
+	}
+	return nil
 }
 
 // DelVertex is not implemented in the SQL driver
diff --git a/server/api.go b/server/api.go
index 5a4a3ddb..eb4ff0a8 100644
--- a/server/api.go
+++ b/server/api.go
@@ -310,70 +310,22 @@ func (server *GripServer) BulkAdd(stream gripql.Edit_BulkAddServer) error {
 	return stream.SendAndClose(&gripql.BulkEditResult{InsertCount: insertCount, ErrorCount: errorCount})
 }
 
-func (server *GripServer) BulkDelete(stream gripql.Edit_BulkDeleteServer) error {
-	var graphName string
-	var insertCount int32
-	var errorCount int32
-
-	elementStream := make(chan *gdbi.ElementID, 100)
-	wg := &sync.WaitGroup{}
-
-	for {
-		element, err := stream.Recv()
-		log.Infof("ELEM: %+v", element)
-		if err == io.EOF {
-			break
-		}
-		if err != nil {
-			log.WithFields(log.Fields{"error": err}).Error("BulkDelete: streaming error")
-			errorCount++
-			break
-		}
-		log.Infof("Received Element: %+v", element)
-
-		// create a BulkAdd stream per graph
-		// close and switch when a new graph is encountered
-		if element.Graph != graphName {
-			close(elementStream)
-			gdb, err := server.getGraphDB(element.Graph)
-			if err != nil {
-				errorCount++
-				continue
-			}
-
-			graph, err := gdb.Graph(element.Graph)
-			if err != nil {
-				log.WithFields(log.Fields{"error": err}).Error("BulkDelete: error")
-				errorCount++
-				continue
-			}
-
-			graphName = element.Graph
-			elementStream = make(chan *gdbi.ElementID, 100)
-
-			wg.Add(1)
-			go func() {
-				log.WithFields(log.Fields{"graph": element.Graph}).Info("BulkDelete: streaming elements to graph")
-				err := graph.BulkDelete(elementStream)
-				if err != nil {
-					log.WithFields(log.Fields{"graph": element.Graph, "error": err}).Error("BulkDelete: error")
-					// not a good representation of the true number of errors
-					errorCount++
-				}
-				wg.Done()
-			}()
-		}
-
-		if element.Id != "" {
-			insertCount++
-			elementStream <- &gdbi.ElementID{Graph: element.Graph, Id: element.Id}
-		}
+func (server *GripServer) BulkDelete(ctx context.Context, elem *gripql.DeleteData) (*gripql.EditResult, error) {
+	gdb, err := server.getGraphDB(elem.Graph)
+	if err != nil {
+		return nil, err
 	}
+	graph, err := gdb.Graph(elem.Graph)
+	if err != nil {
+		return nil, err
+	}
+	log.Info("VERTICES: ", elem.Vertices)
+	err = graph.BulkDel(&gdbi.DeleteData{Graph: elem.Graph, Vertices: elem.Vertices, Edges: elem.Edges})
+	if err != nil {
+		return nil, err
+	}
+	return &gripql.EditResult{Id: elem.Vertices[0]}, nil
 
-	close(elementStream)
-	wg.Wait()
-
-	return stream.SendAndClose(&gripql.BulkEditResult{InsertCount: insertCount, ErrorCount: errorCount})
 }
 
 // DeleteVertex deletes a vertex from the server
diff --git a/util/delete.go b/util/delete.go
deleted file mode 100644
index 92177397..00000000
--- a/util/delete.go
+++ /dev/null
@@ -1,62 +0,0 @@
-package util
-
-import (
-	"fmt"
-	"sync"
-
-	"github.com/bmeg/grip/gdbi"
-	"github.com/bmeg/grip/log"
-	multierror "github.com/hashicorp/go-multierror"
-)
-
-func DeleteBatch(stream <-chan *gdbi.ElementID, batchSize int, graph string, delVertex func(key string) error, delEdge func(key string) error) error {
-	log.Infoln("HELLO WE IN DELETE BATCH FUNC")
-	var bulkErr *multierror.Error
-	vertCount := 0
-	elementIdBatchChan := make(chan []*gdbi.ElementID)
-	wg := &sync.WaitGroup{}
-
-	wg.Add(1)
-	go func() {
-		defer wg.Done()
-		for elemBatch := range elementIdBatchChan {
-			for _, elem := range elemBatch {
-				if err := delVertex(elem.Id); err != nil {
-					bulkErr = multierror.Append(bulkErr, err)
-				}
-				if err := delEdge(elem.Id); err != nil {
-					bulkErr = multierror.Append(bulkErr, err)
-				}
-			}
-		}
-	}()
-
-	elementIdBatch := make([]*gdbi.ElementID, 0, batchSize)
-
-	for element := range stream {
-		if element.Graph != graph {
-			bulkErr = multierror.Append(
-				bulkErr,
-				fmt.Errorf("unexpected graph reference: %s != %s", element.Graph, graph),
-			)
-		} else if element.Id != "" {
-			if len(elementIdBatch) >= batchSize {
-				elementIdBatchChan <- elementIdBatch
-				elementIdBatch = make([]*gdbi.ElementID, 0, batchSize)
-			}
-			elementIdBatch = append(elementIdBatch, element)
-			vertCount++
-		}
-	}
-
-	elementIdBatchChan <- elementIdBatch
-
-	close(elementIdBatchChan)
-	wg.Wait()
-
-	if vertCount != 0 {
-		fmt.Printf("%d vertices streamed to BulkDelete\n", vertCount)
-	}
-
-	return bulkErr.ErrorOrNil()
-}

From ee9be35185ebdf27528d53e43ba2d671a64ace07 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Tue, 6 Aug 2024 14:03:00 -0700
Subject: [PATCH 06/13] fix bulk delete

---
 accounts/interface.go |  1 +
 accounts/util.go      |  3 +++
 cmd/delete/main.go    |  2 ++
 gripql/client.go      |  3 +--
 kvgraph/graph.go      |  8 ++++----
 server/api.go         | 14 +++++++-------
 6 files changed, 18 insertions(+), 13 deletions(-)

diff --git a/accounts/interface.go b/accounts/interface.go
index d64d938b..776aaed9 100644
--- a/accounts/interface.go
+++ b/accounts/interface.go
@@ -36,6 +36,7 @@ var MethodMap = map[string]Operation{
 	"/gripql.Edit/AddVertex":    Write,
 	"/gripql.Edit/AddEdge":      Write,
 	"/gripql.Edit/BulkAdd":      Write,
+	"/gripql.Edit/BulkDelete":   Write,
 	"/gripql.Edit/AddGraph":     Write,
 	"/gripql.Edit/DeleteGraph":  Write,
 	"/gripql.Edit/DeleteVertex": Write,
diff --git a/accounts/util.go b/accounts/util.go
index 0a71c8a1..fe13b9cd 100644
--- a/accounts/util.go
+++ b/accounts/util.go
@@ -192,6 +192,9 @@ func getUnaryRequestGraph(req interface{}, info *grpc.UnaryServerInfo) (string,
 	case "/gripql.Edit/SampleSchema":
 		o := req.(*gripql.GraphID)
 		return o.Graph, nil
+	case "/gripql.Edit/BulkDelete":
+		o := req.(*gripql.DeleteData)
+		return o.Graph, nil
 	case "/gripql.Configure/StartPlugin", "/gripql.Configure/ListPlugins", "/gripql.Configure/ListDrivers":
 		return "*", nil //these operations effect all graphs
 	}
diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index 8b248e6b..00b422da 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -55,6 +55,8 @@ var Cmd = &cobra.Command{
 		if err != nil {
 			log.Errorf("Failed to unmarshal JSON: %s", err)
 		}
+
+		log.WithFields(log.Fields{"graph": graph}).Info("deleting data")
 		conn.BulkDelete(&gripql.DeleteData{Graph: graph, Vertices: data.Vertices, Edges: data.Edges})
 
 		return nil
diff --git a/gripql/client.go b/gripql/client.go
index 7115e3f1..dc994e92 100644
--- a/gripql/client.go
+++ b/gripql/client.go
@@ -182,8 +182,7 @@ func (client Client) BulkAdd(elemChan chan *GraphElement) error {
 }
 
 func (client Client) BulkDelete(delete *DeleteData) error {
-	result, err := client.EditC.BulkDelete(context.Background(), delete)
-	log.Info("RESULT: ", result)
+	_, err := client.EditC.BulkDelete(context.Background(), delete)
 	return err
 }
 
diff --git a/kvgraph/graph.go b/kvgraph/graph.go
index 9e819cf9..8739f2d3 100644
--- a/kvgraph/graph.go
+++ b/kvgraph/graph.go
@@ -156,18 +156,18 @@ func (kgdb *KVInterfaceGDB) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (kgdb *KVInterfaceGDB) BulkDel(Data *gdbi.DeleteData) error {
-	log.Infoln("HELLO WE IN KVGRAPH BULK DELETE")
+	var bulkErr *multierror.Error
 	for _, v := range Data.Edges {
 		if err := kgdb.DelEdge(v); err != nil {
-			return err
+			bulkErr = multierror.Append(bulkErr, err)
 		}
 	}
 	for _, v := range Data.Vertices {
 		if err := kgdb.DelVertex(v); err != nil {
-			return err
+			bulkErr = multierror.Append(bulkErr, err)
 		}
 	}
-	return nil
+	return bulkErr.ErrorOrNil()
 }
 
 // DelEdge deletes edge with id `key`
diff --git a/server/api.go b/server/api.go
index eb4ff0a8..758d26a7 100644
--- a/server/api.go
+++ b/server/api.go
@@ -310,22 +310,22 @@ func (server *GripServer) BulkAdd(stream gripql.Edit_BulkAddServer) error {
 	return stream.SendAndClose(&gripql.BulkEditResult{InsertCount: insertCount, ErrorCount: errorCount})
 }
 
-func (server *GripServer) BulkDelete(ctx context.Context, elem *gripql.DeleteData) (*gripql.EditResult, error) {
-	gdb, err := server.getGraphDB(elem.Graph)
+func (server *GripServer) BulkDelete(ctx context.Context, delete *gripql.DeleteData) (*gripql.EditResult, error) {
+	gdb, err := server.getGraphDB(delete.Graph)
 	if err != nil {
 		return nil, err
 	}
-	graph, err := gdb.Graph(elem.Graph)
+	graph, err := gdb.Graph(delete.Graph)
 	if err != nil {
 		return nil, err
 	}
-	log.Info("VERTICES: ", elem.Vertices)
-	err = graph.BulkDel(&gdbi.DeleteData{Graph: elem.Graph, Vertices: elem.Vertices, Edges: elem.Edges})
+
+	err = graph.BulkDel(&gdbi.DeleteData{Graph: delete.Graph, Vertices: delete.Vertices, Edges: delete.Edges})
 	if err != nil {
+		log.WithFields(log.Fields{"graph": delete.Graph, "error": err})
 		return nil, err
 	}
-	return &gripql.EditResult{Id: elem.Vertices[0]}, nil
-
+	return &gripql.EditResult{Id: util.UUID()}, nil
 }
 
 // DeleteVertex deletes a vertex from the server

From b0392ddcd052c923abd8dc606964866ce8615c7f Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Tue, 6 Aug 2024 16:34:49 -0700
Subject: [PATCH 07/13] adds test

---
 conformance/tests/ot_bulk.py       | 47 +++++++++++++++++++++++++++++-
 gripql/python/gripql/connection.py | 17 +++++++++++
 gripql/python/gripql/graph.py      | 17 +++++++++++
 3 files changed, 80 insertions(+), 1 deletion(-)

diff --git a/conformance/tests/ot_bulk.py b/conformance/tests/ot_bulk.py
index 67322f9a..debe319f 100644
--- a/conformance/tests/ot_bulk.py
+++ b/conformance/tests/ot_bulk.py
@@ -22,7 +22,7 @@ def test_bulkload(man):
     bulk.addEdge("4", "5", "created", {"weight": 1.0})
 
     err = bulk.execute()
-    #print(err)
+
     if err.get("errorCount", 0) != 0:
         print(err)
         errors.append("Bulk insertion error")
@@ -68,3 +68,48 @@ def test_bulkload_validate(man):
         errors.append("Validation error not detected")
 
     return errors
+
+
+def test_bulk_delete(man):
+    errors = []
+
+    G = man.setGraph("swapi")
+
+    load = G.bulkAdd()
+
+    load.addVertex("1", "Person", {"name": "marko", "age": "29"})
+    load.addVertex("2", "Person", {"name": "vadas", "age": "27"})
+    load.addVertex("3", "Software", {"name": "lop", "lang": "java"})
+    load.addVertex("4", "Person", {"name": "josh", "age": "32"})
+    load.addVertex("5", "Software", {"name": "ripple", "lang": "java"})
+    load.addVertex("6", "Person", {"name": "peter", "age": "35"})
+
+    load.addEdge("1", "3", "created", {"weight": 0.4}, gid="7")
+    load.addEdge("1", "2", "knows", {"weight": 0.5}, gid="8")
+    load.addEdge("1", "4", "knows", {"weight": 1.0}, gid="9")
+    load.addEdge("4", "3", "created", {"weight": 0.4}, gid="10")
+    load.addEdge("6", "3", "created", {"weight": 0.2}, gid="11")
+    load.addEdge("4", "5", "created", {"weight": 1.0}, gid="12")
+
+    err = load.execute()
+    print("ERR: ", err)
+
+    if err.get("errorCount", 0) != 0:
+        print(err)
+        errors.append("Bulk insertion error")
+
+    errs = G.deleteData(name='swapi', vertices=["1", "2", "3"], edges=["7", "8", "9"])
+
+    if errs.get("errorCount", 0) != 0:
+        print(err)
+        errors.append("Bulk insertion error")
+
+    # not sure how to set the correct graph to continue doing queries
+    """
+    count = 0
+    for i in G.query().V():
+        count += 1
+    print(count)
+    """
+
+    return errors
diff --git a/gripql/python/gripql/connection.py b/gripql/python/gripql/connection.py
index d7cb1feb..e4aefca2 100644
--- a/gripql/python/gripql/connection.py
+++ b/gripql/python/gripql/connection.py
@@ -32,6 +32,23 @@ def addGraph(self, name):
         raise_for_status(response)
         return response.json()
 
+    def deleteData(self, vertices=[], edges=[]):
+        """
+        delete data from graph
+        """
+        print("SGOGOWERGWEGEMWOGOWEGOPEWG: ", self.curGraph)
+        payload = {
+            "graph": self.curGraph,
+            "vertices": vertices,
+            "edges": edges
+        }
+        response = self.session.delete(
+            self.url,
+            json=payload
+        )
+        raise_for_status(response)
+        return response.json()
+
     def deleteGraph(self, name):
         """
         Delete graph.
diff --git a/gripql/python/gripql/graph.py b/gripql/python/gripql/graph.py
index d235240e..d7eaa646 100644
--- a/gripql/python/gripql/graph.py
+++ b/gripql/python/gripql/graph.py
@@ -1,6 +1,7 @@
 from __future__ import absolute_import, print_function, unicode_literals
 
 import json
+import requests
 
 from gripql.util import BaseConnection, raise_for_status
 from gripql.query import Query
@@ -127,6 +128,22 @@ def getEdge(self, gid):
         raise_for_status(response)
         return response.json()
 
+    def deleteData(self, name, vertices=[], edges=[]):
+        """
+        delete data from graph
+        """
+        payload = {
+            "graph": name,
+            "vertices": vertices,
+            "edges": edges
+        }
+        response = self.session.delete(
+            self.url,
+            json=payload
+        )
+        raise_for_status(response)
+        return response.json()
+
     def bulkAdd(self):
         return BulkAdd(self.base_url, self.graph, self.user, self.password, self.token)
 

From f93ecbbf70aebbd8dd5f0ff3014d2108346972d5 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Wed, 7 Aug 2024 12:02:26 -0700
Subject: [PATCH 08/13] update test

---
 conformance/tests/ot_bulk.py       | 18 +++++++-----------
 gripql/python/gripql/connection.py | 20 +-------------------
 gripql/python/gripql/graph.py      |  7 ++++---
 3 files changed, 12 insertions(+), 33 deletions(-)

diff --git a/conformance/tests/ot_bulk.py b/conformance/tests/ot_bulk.py
index debe319f..52c1b2ee 100644
--- a/conformance/tests/ot_bulk.py
+++ b/conformance/tests/ot_bulk.py
@@ -73,8 +73,7 @@ def test_bulkload_validate(man):
 def test_bulk_delete(man):
     errors = []
 
-    G = man.setGraph("swapi")
-
+    G = man.writeTest()
     load = G.bulkAdd()
 
     load.addVertex("1", "Person", {"name": "marko", "age": "29"})
@@ -92,24 +91,21 @@ def test_bulk_delete(man):
     load.addEdge("4", "5", "created", {"weight": 1.0}, gid="12")
 
     err = load.execute()
-    print("ERR: ", err)
 
     if err.get("errorCount", 0) != 0:
         print(err)
         errors.append("Bulk insertion error")
 
-    errs = G.deleteData(name='swapi', vertices=["1", "2", "3"], edges=["7", "8", "9"])
+    errs = G.deleteData(vertices=["1", "2", "3"], edges=["7", "8", "9"])
+    
+    print("DEL RES: ", errs)
 
     if errs.get("errorCount", 0) != 0:
         print(err)
         errors.append("Bulk insertion error")
 
-    # not sure how to set the correct graph to continue doing queries
-    """
-    count = 0
-    for i in G.query().V():
-        count += 1
-    print(count)
-    """
+    count = G.query().E().count().execute()
+    print("VAL OF COUNT: ", count)
+
 
     return errors
diff --git a/gripql/python/gripql/connection.py b/gripql/python/gripql/connection.py
index e4aefca2..5efa9c76 100644
--- a/gripql/python/gripql/connection.py
+++ b/gripql/python/gripql/connection.py
@@ -32,23 +32,6 @@ def addGraph(self, name):
         raise_for_status(response)
         return response.json()
 
-    def deleteData(self, vertices=[], edges=[]):
-        """
-        delete data from graph
-        """
-        print("SGOGOWERGWEGEMWOGOWEGOPEWG: ", self.curGraph)
-        payload = {
-            "graph": self.curGraph,
-            "vertices": vertices,
-            "edges": edges
-        }
-        response = self.session.delete(
-            self.url,
-            json=payload
-        )
-        raise_for_status(response)
-        return response.json()
-
     def deleteGraph(self, name):
         """
         Delete graph.
@@ -110,8 +93,7 @@ def postMapping(self, name, vertices, edges):
             self.url + "/" + name + "/mapping",
             json={"vertices" : vertices, "edges" : edges}
         )
-        #raise_for_status(response)
-        print("mapping", response.text)
+        raise_for_status(response)
         return response.json()
 
     def graph(self, name):
diff --git a/gripql/python/gripql/graph.py b/gripql/python/gripql/graph.py
index d7eaa646..4c79419b 100644
--- a/gripql/python/gripql/graph.py
+++ b/gripql/python/gripql/graph.py
@@ -128,19 +128,20 @@ def getEdge(self, gid):
         raise_for_status(response)
         return response.json()
 
-    def deleteData(self, name, vertices=[], edges=[]):
+    def deleteData(self, vertices=[], edges=[]):
         """
         delete data from graph
         """
         payload = {
-            "graph": name,
+            "graph": self.graph,
             "vertices": vertices,
             "edges": edges
         }
         response = self.session.delete(
-            self.url,
+            self.base_url + "/v1/graph/",
             json=payload
         )
+        print("REPONSE HERE: ", response.json())
         raise_for_status(response)
         return response.json()
 

From 9bf7ca1cd3d9420469e72857af85c18a55cc5edc Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Wed, 7 Aug 2024 12:05:32 -0700
Subject: [PATCH 09/13] fix proto

---
 gripql/gripql.pb.go | 1593 +++++++++++++++++++++++--------------------
 1 file changed, 846 insertions(+), 747 deletions(-)

diff --git a/gripql/gripql.pb.go b/gripql/gripql.pb.go
index b548ef88..cc8816c4 100644
--- a/gripql/gripql.pb.go
+++ b/gripql/gripql.pb.go
@@ -408,6 +408,7 @@ type GraphStatement struct {
 	//	*GraphStatement_HasKey
 	//	*GraphStatement_HasId
 	//	*GraphStatement_Distinct
+	//	*GraphStatement_Pivot
 	//	*GraphStatement_Fields
 	//	*GraphStatement_Unwind
 	//	*GraphStatement_Count
@@ -614,6 +615,13 @@ func (x *GraphStatement) GetDistinct() *structpb.ListValue {
 	return nil
 }
 
+func (x *GraphStatement) GetPivot() *PivotStep {
+	if x, ok := x.GetStatement().(*GraphStatement_Pivot); ok {
+		return x.Pivot
+	}
+	return nil
+}
+
 func (x *GraphStatement) GetFields() *structpb.ListValue {
 	if x, ok := x.GetStatement().(*GraphStatement_Fields); ok {
 		return x.Fields
@@ -776,6 +784,10 @@ type GraphStatement_Distinct struct {
 	Distinct *structpb.ListValue `protobuf:"bytes,40,opt,name=distinct,proto3,oneof"`
 }
 
+type GraphStatement_Pivot struct {
+	Pivot *PivotStep `protobuf:"bytes,41,opt,name=pivot,proto3,oneof"`
+}
+
 type GraphStatement_Fields struct {
 	Fields *structpb.ListValue `protobuf:"bytes,50,opt,name=fields,proto3,oneof"`
 }
@@ -860,6 +872,8 @@ func (*GraphStatement_HasId) isGraphStatement_Statement() {}
 
 func (*GraphStatement_Distinct) isGraphStatement_Statement() {}
 
+func (*GraphStatement_Pivot) isGraphStatement_Statement() {}
+
 func (*GraphStatement_Fields) isGraphStatement_Statement() {}
 
 func (*GraphStatement_Unwind) isGraphStatement_Statement() {}
@@ -1479,6 +1493,69 @@ func (*CountAggregation) Descriptor() ([]byte, []int) {
 	return file_gripql_proto_rawDescGZIP(), []int{13}
 }
 
+type PivotStep struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Id    string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
+	Field string `protobuf:"bytes,2,opt,name=field,proto3" json:"field,omitempty"`
+	Value string `protobuf:"bytes,3,opt,name=value,proto3" json:"value,omitempty"`
+}
+
+func (x *PivotStep) Reset() {
+	*x = PivotStep{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_gripql_proto_msgTypes[14]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *PivotStep) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*PivotStep) ProtoMessage() {}
+
+func (x *PivotStep) ProtoReflect() protoreflect.Message {
+	mi := &file_gripql_proto_msgTypes[14]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use PivotStep.ProtoReflect.Descriptor instead.
+func (*PivotStep) Descriptor() ([]byte, []int) {
+	return file_gripql_proto_rawDescGZIP(), []int{14}
+}
+
+func (x *PivotStep) GetId() string {
+	if x != nil {
+		return x.Id
+	}
+	return ""
+}
+
+func (x *PivotStep) GetField() string {
+	if x != nil {
+		return x.Field
+	}
+	return ""
+}
+
+func (x *PivotStep) GetValue() string {
+	if x != nil {
+		return x.Value
+	}
+	return ""
+}
+
 type NamedAggregationResult struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1492,7 +1569,7 @@ type NamedAggregationResult struct {
 func (x *NamedAggregationResult) Reset() {
 	*x = NamedAggregationResult{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[14]
+		mi := &file_gripql_proto_msgTypes[15]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1505,7 +1582,7 @@ func (x *NamedAggregationResult) String() string {
 func (*NamedAggregationResult) ProtoMessage() {}
 
 func (x *NamedAggregationResult) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[14]
+	mi := &file_gripql_proto_msgTypes[15]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1518,7 +1595,7 @@ func (x *NamedAggregationResult) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use NamedAggregationResult.ProtoReflect.Descriptor instead.
 func (*NamedAggregationResult) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{14}
+	return file_gripql_proto_rawDescGZIP(), []int{15}
 }
 
 func (x *NamedAggregationResult) GetName() string {
@@ -1553,7 +1630,7 @@ type HasExpressionList struct {
 func (x *HasExpressionList) Reset() {
 	*x = HasExpressionList{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[15]
+		mi := &file_gripql_proto_msgTypes[16]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1566,7 +1643,7 @@ func (x *HasExpressionList) String() string {
 func (*HasExpressionList) ProtoMessage() {}
 
 func (x *HasExpressionList) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[15]
+	mi := &file_gripql_proto_msgTypes[16]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1579,7 +1656,7 @@ func (x *HasExpressionList) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use HasExpressionList.ProtoReflect.Descriptor instead.
 func (*HasExpressionList) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{15}
+	return file_gripql_proto_rawDescGZIP(), []int{16}
 }
 
 func (x *HasExpressionList) GetExpressions() []*HasExpression {
@@ -1606,7 +1683,7 @@ type HasExpression struct {
 func (x *HasExpression) Reset() {
 	*x = HasExpression{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[16]
+		mi := &file_gripql_proto_msgTypes[17]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1619,7 +1696,7 @@ func (x *HasExpression) String() string {
 func (*HasExpression) ProtoMessage() {}
 
 func (x *HasExpression) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[16]
+	mi := &file_gripql_proto_msgTypes[17]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1632,7 +1709,7 @@ func (x *HasExpression) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use HasExpression.ProtoReflect.Descriptor instead.
 func (*HasExpression) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{16}
+	return file_gripql_proto_rawDescGZIP(), []int{17}
 }
 
 func (m *HasExpression) GetExpression() isHasExpression_Expression {
@@ -1711,7 +1788,7 @@ type HasCondition struct {
 func (x *HasCondition) Reset() {
 	*x = HasCondition{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[17]
+		mi := &file_gripql_proto_msgTypes[18]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1724,7 +1801,7 @@ func (x *HasCondition) String() string {
 func (*HasCondition) ProtoMessage() {}
 
 func (x *HasCondition) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[17]
+	mi := &file_gripql_proto_msgTypes[18]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1737,7 +1814,7 @@ func (x *HasCondition) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use HasCondition.ProtoReflect.Descriptor instead.
 func (*HasCondition) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{17}
+	return file_gripql_proto_rawDescGZIP(), []int{18}
 }
 
 func (x *HasCondition) GetKey() string {
@@ -1774,7 +1851,7 @@ type Jump struct {
 func (x *Jump) Reset() {
 	*x = Jump{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[18]
+		mi := &file_gripql_proto_msgTypes[19]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1787,7 +1864,7 @@ func (x *Jump) String() string {
 func (*Jump) ProtoMessage() {}
 
 func (x *Jump) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[18]
+	mi := &file_gripql_proto_msgTypes[19]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1800,7 +1877,7 @@ func (x *Jump) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Jump.ProtoReflect.Descriptor instead.
 func (*Jump) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{18}
+	return file_gripql_proto_rawDescGZIP(), []int{19}
 }
 
 func (x *Jump) GetMark() string {
@@ -1836,7 +1913,7 @@ type Set struct {
 func (x *Set) Reset() {
 	*x = Set{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[19]
+		mi := &file_gripql_proto_msgTypes[20]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1849,7 +1926,7 @@ func (x *Set) String() string {
 func (*Set) ProtoMessage() {}
 
 func (x *Set) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[19]
+	mi := &file_gripql_proto_msgTypes[20]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1862,7 +1939,7 @@ func (x *Set) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Set.ProtoReflect.Descriptor instead.
 func (*Set) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{19}
+	return file_gripql_proto_rawDescGZIP(), []int{20}
 }
 
 func (x *Set) GetKey() string {
@@ -1891,7 +1968,7 @@ type Increment struct {
 func (x *Increment) Reset() {
 	*x = Increment{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[20]
+		mi := &file_gripql_proto_msgTypes[21]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1904,7 +1981,7 @@ func (x *Increment) String() string {
 func (*Increment) ProtoMessage() {}
 
 func (x *Increment) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[20]
+	mi := &file_gripql_proto_msgTypes[21]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1917,7 +1994,7 @@ func (x *Increment) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Increment.ProtoReflect.Descriptor instead.
 func (*Increment) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{20}
+	return file_gripql_proto_rawDescGZIP(), []int{21}
 }
 
 func (x *Increment) GetKey() string {
@@ -1947,7 +2024,7 @@ type Vertex struct {
 func (x *Vertex) Reset() {
 	*x = Vertex{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[21]
+		mi := &file_gripql_proto_msgTypes[22]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -1960,7 +2037,7 @@ func (x *Vertex) String() string {
 func (*Vertex) ProtoMessage() {}
 
 func (x *Vertex) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[21]
+	mi := &file_gripql_proto_msgTypes[22]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1973,7 +2050,7 @@ func (x *Vertex) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Vertex.ProtoReflect.Descriptor instead.
 func (*Vertex) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{21}
+	return file_gripql_proto_rawDescGZIP(), []int{22}
 }
 
 func (x *Vertex) GetGid() string {
@@ -2012,7 +2089,7 @@ type Edge struct {
 func (x *Edge) Reset() {
 	*x = Edge{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[22]
+		mi := &file_gripql_proto_msgTypes[23]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2025,7 +2102,7 @@ func (x *Edge) String() string {
 func (*Edge) ProtoMessage() {}
 
 func (x *Edge) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[22]
+	mi := &file_gripql_proto_msgTypes[23]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2038,7 +2115,7 @@ func (x *Edge) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Edge.ProtoReflect.Descriptor instead.
 func (*Edge) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{22}
+	return file_gripql_proto_rawDescGZIP(), []int{23}
 }
 
 func (x *Edge) GetGid() string {
@@ -2095,7 +2172,7 @@ type QueryResult struct {
 func (x *QueryResult) Reset() {
 	*x = QueryResult{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[23]
+		mi := &file_gripql_proto_msgTypes[24]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2108,7 +2185,7 @@ func (x *QueryResult) String() string {
 func (*QueryResult) ProtoMessage() {}
 
 func (x *QueryResult) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[23]
+	mi := &file_gripql_proto_msgTypes[24]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2121,7 +2198,7 @@ func (x *QueryResult) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use QueryResult.ProtoReflect.Descriptor instead.
 func (*QueryResult) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{23}
+	return file_gripql_proto_rawDescGZIP(), []int{24}
 }
 
 func (m *QueryResult) GetResult() isQueryResult_Result {
@@ -2225,7 +2302,7 @@ type QueryJob struct {
 func (x *QueryJob) Reset() {
 	*x = QueryJob{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[24]
+		mi := &file_gripql_proto_msgTypes[25]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2238,7 +2315,7 @@ func (x *QueryJob) String() string {
 func (*QueryJob) ProtoMessage() {}
 
 func (x *QueryJob) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[24]
+	mi := &file_gripql_proto_msgTypes[25]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2251,7 +2328,7 @@ func (x *QueryJob) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use QueryJob.ProtoReflect.Descriptor instead.
 func (*QueryJob) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{24}
+	return file_gripql_proto_rawDescGZIP(), []int{25}
 }
 
 func (x *QueryJob) GetId() string {
@@ -2281,7 +2358,7 @@ type ExtendQuery struct {
 func (x *ExtendQuery) Reset() {
 	*x = ExtendQuery{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[25]
+		mi := &file_gripql_proto_msgTypes[26]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2294,7 +2371,7 @@ func (x *ExtendQuery) String() string {
 func (*ExtendQuery) ProtoMessage() {}
 
 func (x *ExtendQuery) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[25]
+	mi := &file_gripql_proto_msgTypes[26]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2307,7 +2384,7 @@ func (x *ExtendQuery) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ExtendQuery.ProtoReflect.Descriptor instead.
 func (*ExtendQuery) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{25}
+	return file_gripql_proto_rawDescGZIP(), []int{26}
 }
 
 func (x *ExtendQuery) GetSrcId() string {
@@ -2347,7 +2424,7 @@ type JobStatus struct {
 func (x *JobStatus) Reset() {
 	*x = JobStatus{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[26]
+		mi := &file_gripql_proto_msgTypes[27]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2360,7 +2437,7 @@ func (x *JobStatus) String() string {
 func (*JobStatus) ProtoMessage() {}
 
 func (x *JobStatus) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[26]
+	mi := &file_gripql_proto_msgTypes[27]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2373,7 +2450,7 @@ func (x *JobStatus) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use JobStatus.ProtoReflect.Descriptor instead.
 func (*JobStatus) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{26}
+	return file_gripql_proto_rawDescGZIP(), []int{27}
 }
 
 func (x *JobStatus) GetId() string {
@@ -2429,7 +2506,7 @@ type EditResult struct {
 func (x *EditResult) Reset() {
 	*x = EditResult{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[27]
+		mi := &file_gripql_proto_msgTypes[28]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2442,7 +2519,7 @@ func (x *EditResult) String() string {
 func (*EditResult) ProtoMessage() {}
 
 func (x *EditResult) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[27]
+	mi := &file_gripql_proto_msgTypes[28]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2455,7 +2532,7 @@ func (x *EditResult) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use EditResult.ProtoReflect.Descriptor instead.
 func (*EditResult) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{27}
+	return file_gripql_proto_rawDescGZIP(), []int{28}
 }
 
 func (x *EditResult) GetId() string {
@@ -2477,7 +2554,7 @@ type BulkEditResult struct {
 func (x *BulkEditResult) Reset() {
 	*x = BulkEditResult{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[28]
+		mi := &file_gripql_proto_msgTypes[29]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2490,7 +2567,7 @@ func (x *BulkEditResult) String() string {
 func (*BulkEditResult) ProtoMessage() {}
 
 func (x *BulkEditResult) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[28]
+	mi := &file_gripql_proto_msgTypes[29]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2503,7 +2580,7 @@ func (x *BulkEditResult) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use BulkEditResult.ProtoReflect.Descriptor instead.
 func (*BulkEditResult) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{28}
+	return file_gripql_proto_rawDescGZIP(), []int{29}
 }
 
 func (x *BulkEditResult) GetInsertCount() int32 {
@@ -2533,7 +2610,7 @@ type GraphElement struct {
 func (x *GraphElement) Reset() {
 	*x = GraphElement{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[29]
+		mi := &file_gripql_proto_msgTypes[30]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2546,7 +2623,7 @@ func (x *GraphElement) String() string {
 func (*GraphElement) ProtoMessage() {}
 
 func (x *GraphElement) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[29]
+	mi := &file_gripql_proto_msgTypes[30]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2559,7 +2636,7 @@ func (x *GraphElement) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use GraphElement.ProtoReflect.Descriptor instead.
 func (*GraphElement) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{29}
+	return file_gripql_proto_rawDescGZIP(), []int{30}
 }
 
 func (x *GraphElement) GetGraph() string {
@@ -2594,7 +2671,7 @@ type GraphID struct {
 func (x *GraphID) Reset() {
 	*x = GraphID{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[30]
+		mi := &file_gripql_proto_msgTypes[31]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2607,7 +2684,7 @@ func (x *GraphID) String() string {
 func (*GraphID) ProtoMessage() {}
 
 func (x *GraphID) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[30]
+	mi := &file_gripql_proto_msgTypes[31]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2620,7 +2697,7 @@ func (x *GraphID) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use GraphID.ProtoReflect.Descriptor instead.
 func (*GraphID) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{30}
+	return file_gripql_proto_rawDescGZIP(), []int{31}
 }
 
 func (x *GraphID) GetGraph() string {
@@ -2642,7 +2719,7 @@ type ElementID struct {
 func (x *ElementID) Reset() {
 	*x = ElementID{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[31]
+		mi := &file_gripql_proto_msgTypes[32]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2655,7 +2732,7 @@ func (x *ElementID) String() string {
 func (*ElementID) ProtoMessage() {}
 
 func (x *ElementID) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[31]
+	mi := &file_gripql_proto_msgTypes[32]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2668,7 +2745,7 @@ func (x *ElementID) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ElementID.ProtoReflect.Descriptor instead.
 func (*ElementID) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{31}
+	return file_gripql_proto_rawDescGZIP(), []int{32}
 }
 
 func (x *ElementID) GetGraph() string {
@@ -2698,7 +2775,7 @@ type IndexID struct {
 func (x *IndexID) Reset() {
 	*x = IndexID{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[32]
+		mi := &file_gripql_proto_msgTypes[33]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2711,7 +2788,7 @@ func (x *IndexID) String() string {
 func (*IndexID) ProtoMessage() {}
 
 func (x *IndexID) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[32]
+	mi := &file_gripql_proto_msgTypes[33]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2724,7 +2801,7 @@ func (x *IndexID) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use IndexID.ProtoReflect.Descriptor instead.
 func (*IndexID) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{32}
+	return file_gripql_proto_rawDescGZIP(), []int{33}
 }
 
 func (x *IndexID) GetGraph() string {
@@ -2759,7 +2836,7 @@ type Timestamp struct {
 func (x *Timestamp) Reset() {
 	*x = Timestamp{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[33]
+		mi := &file_gripql_proto_msgTypes[34]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2772,7 +2849,7 @@ func (x *Timestamp) String() string {
 func (*Timestamp) ProtoMessage() {}
 
 func (x *Timestamp) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[33]
+	mi := &file_gripql_proto_msgTypes[34]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2785,7 +2862,7 @@ func (x *Timestamp) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Timestamp.ProtoReflect.Descriptor instead.
 func (*Timestamp) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{33}
+	return file_gripql_proto_rawDescGZIP(), []int{34}
 }
 
 func (x *Timestamp) GetTimestamp() string {
@@ -2804,7 +2881,7 @@ type Empty struct {
 func (x *Empty) Reset() {
 	*x = Empty{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[34]
+		mi := &file_gripql_proto_msgTypes[35]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2817,7 +2894,7 @@ func (x *Empty) String() string {
 func (*Empty) ProtoMessage() {}
 
 func (x *Empty) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[34]
+	mi := &file_gripql_proto_msgTypes[35]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2830,7 +2907,7 @@ func (x *Empty) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use Empty.ProtoReflect.Descriptor instead.
 func (*Empty) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{34}
+	return file_gripql_proto_rawDescGZIP(), []int{35}
 }
 
 type ListGraphsResponse struct {
@@ -2844,7 +2921,7 @@ type ListGraphsResponse struct {
 func (x *ListGraphsResponse) Reset() {
 	*x = ListGraphsResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[35]
+		mi := &file_gripql_proto_msgTypes[36]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2857,7 +2934,7 @@ func (x *ListGraphsResponse) String() string {
 func (*ListGraphsResponse) ProtoMessage() {}
 
 func (x *ListGraphsResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[35]
+	mi := &file_gripql_proto_msgTypes[36]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2870,7 +2947,7 @@ func (x *ListGraphsResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListGraphsResponse.ProtoReflect.Descriptor instead.
 func (*ListGraphsResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{35}
+	return file_gripql_proto_rawDescGZIP(), []int{36}
 }
 
 func (x *ListGraphsResponse) GetGraphs() []string {
@@ -2891,7 +2968,7 @@ type ListIndicesResponse struct {
 func (x *ListIndicesResponse) Reset() {
 	*x = ListIndicesResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[36]
+		mi := &file_gripql_proto_msgTypes[37]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2904,7 +2981,7 @@ func (x *ListIndicesResponse) String() string {
 func (*ListIndicesResponse) ProtoMessage() {}
 
 func (x *ListIndicesResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[36]
+	mi := &file_gripql_proto_msgTypes[37]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2917,7 +2994,7 @@ func (x *ListIndicesResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListIndicesResponse.ProtoReflect.Descriptor instead.
 func (*ListIndicesResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{36}
+	return file_gripql_proto_rawDescGZIP(), []int{37}
 }
 
 func (x *ListIndicesResponse) GetIndices() []*IndexID {
@@ -2939,7 +3016,7 @@ type ListLabelsResponse struct {
 func (x *ListLabelsResponse) Reset() {
 	*x = ListLabelsResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[37]
+		mi := &file_gripql_proto_msgTypes[38]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -2952,7 +3029,7 @@ func (x *ListLabelsResponse) String() string {
 func (*ListLabelsResponse) ProtoMessage() {}
 
 func (x *ListLabelsResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[37]
+	mi := &file_gripql_proto_msgTypes[38]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -2965,7 +3042,7 @@ func (x *ListLabelsResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListLabelsResponse.ProtoReflect.Descriptor instead.
 func (*ListLabelsResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{37}
+	return file_gripql_proto_rawDescGZIP(), []int{38}
 }
 
 func (x *ListLabelsResponse) GetVertexLabels() []string {
@@ -2996,7 +3073,7 @@ type TableInfo struct {
 func (x *TableInfo) Reset() {
 	*x = TableInfo{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[38]
+		mi := &file_gripql_proto_msgTypes[39]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3009,7 +3086,7 @@ func (x *TableInfo) String() string {
 func (*TableInfo) ProtoMessage() {}
 
 func (x *TableInfo) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[38]
+	mi := &file_gripql_proto_msgTypes[39]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3022,7 +3099,7 @@ func (x *TableInfo) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use TableInfo.ProtoReflect.Descriptor instead.
 func (*TableInfo) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{38}
+	return file_gripql_proto_rawDescGZIP(), []int{39}
 }
 
 func (x *TableInfo) GetSource() string {
@@ -3066,7 +3143,7 @@ type DeleteData struct {
 func (x *DeleteData) Reset() {
 	*x = DeleteData{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[39]
+		mi := &file_gripql_proto_msgTypes[40]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3079,7 +3156,7 @@ func (x *DeleteData) String() string {
 func (*DeleteData) ProtoMessage() {}
 
 func (x *DeleteData) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[39]
+	mi := &file_gripql_proto_msgTypes[40]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3092,7 +3169,7 @@ func (x *DeleteData) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use DeleteData.ProtoReflect.Descriptor instead.
 func (*DeleteData) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{39}
+	return file_gripql_proto_rawDescGZIP(), []int{40}
 }
 
 func (x *DeleteData) GetGraph() string {
@@ -3129,7 +3206,7 @@ type PluginConfig struct {
 func (x *PluginConfig) Reset() {
 	*x = PluginConfig{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[40]
+		mi := &file_gripql_proto_msgTypes[41]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3142,7 +3219,7 @@ func (x *PluginConfig) String() string {
 func (*PluginConfig) ProtoMessage() {}
 
 func (x *PluginConfig) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[40]
+	mi := &file_gripql_proto_msgTypes[41]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3155,7 +3232,7 @@ func (x *PluginConfig) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use PluginConfig.ProtoReflect.Descriptor instead.
 func (*PluginConfig) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{40}
+	return file_gripql_proto_rawDescGZIP(), []int{41}
 }
 
 func (x *PluginConfig) GetName() string {
@@ -3191,7 +3268,7 @@ type PluginStatus struct {
 func (x *PluginStatus) Reset() {
 	*x = PluginStatus{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[41]
+		mi := &file_gripql_proto_msgTypes[42]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3204,7 +3281,7 @@ func (x *PluginStatus) String() string {
 func (*PluginStatus) ProtoMessage() {}
 
 func (x *PluginStatus) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[41]
+	mi := &file_gripql_proto_msgTypes[42]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3217,7 +3294,7 @@ func (x *PluginStatus) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use PluginStatus.ProtoReflect.Descriptor instead.
 func (*PluginStatus) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{41}
+	return file_gripql_proto_rawDescGZIP(), []int{42}
 }
 
 func (x *PluginStatus) GetName() string {
@@ -3245,7 +3322,7 @@ type ListDriversResponse struct {
 func (x *ListDriversResponse) Reset() {
 	*x = ListDriversResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[42]
+		mi := &file_gripql_proto_msgTypes[43]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3258,7 +3335,7 @@ func (x *ListDriversResponse) String() string {
 func (*ListDriversResponse) ProtoMessage() {}
 
 func (x *ListDriversResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[42]
+	mi := &file_gripql_proto_msgTypes[43]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3271,7 +3348,7 @@ func (x *ListDriversResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListDriversResponse.ProtoReflect.Descriptor instead.
 func (*ListDriversResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{42}
+	return file_gripql_proto_rawDescGZIP(), []int{43}
 }
 
 func (x *ListDriversResponse) GetDrivers() []string {
@@ -3292,7 +3369,7 @@ type ListPluginsResponse struct {
 func (x *ListPluginsResponse) Reset() {
 	*x = ListPluginsResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_gripql_proto_msgTypes[43]
+		mi := &file_gripql_proto_msgTypes[44]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -3305,7 +3382,7 @@ func (x *ListPluginsResponse) String() string {
 func (*ListPluginsResponse) ProtoMessage() {}
 
 func (x *ListPluginsResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_gripql_proto_msgTypes[43]
+	mi := &file_gripql_proto_msgTypes[44]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -3318,7 +3395,7 @@ func (x *ListPluginsResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ListPluginsResponse.ProtoReflect.Descriptor instead.
 func (*ListPluginsResponse) Descriptor() ([]byte, []int) {
-	return file_gripql_proto_rawDescGZIP(), []int{43}
+	return file_gripql_proto_rawDescGZIP(), []int{44}
 }
 
 func (x *ListPluginsResponse) GetPlugins() []string {
@@ -3351,7 +3428,7 @@ var file_gripql_proto_rawDesc = []byte{
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@@ -3416,473 +3493,480 @@ var file_gripql_proto_rawDesc = []byte{
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 }
 
 var (
@@ -3898,7 +3982,7 @@ func file_gripql_proto_rawDescGZIP() []byte {
 }
 
 var file_gripql_proto_enumTypes = make([]protoimpl.EnumInfo, 3)
-var file_gripql_proto_msgTypes = make([]protoimpl.MessageInfo, 46)
+var file_gripql_proto_msgTypes = make([]protoimpl.MessageInfo, 47)
 var file_gripql_proto_goTypes = []any{
 	(Condition)(0),                 // 0: gripql.Condition
 	(JobState)(0),                  // 1: gripql.JobState
@@ -3917,176 +4001,178 @@ var file_gripql_proto_goTypes = []any{
 	(*FieldAggregation)(nil),       // 14: gripql.FieldAggregation
 	(*TypeAggregation)(nil),        // 15: gripql.TypeAggregation
 	(*CountAggregation)(nil),       // 16: gripql.CountAggregation
-	(*NamedAggregationResult)(nil), // 17: gripql.NamedAggregationResult
-	(*HasExpressionList)(nil),      // 18: gripql.HasExpressionList
-	(*HasExpression)(nil),          // 19: gripql.HasExpression
-	(*HasCondition)(nil),           // 20: gripql.HasCondition
-	(*Jump)(nil),                   // 21: gripql.Jump
-	(*Set)(nil),                    // 22: gripql.Set
-	(*Increment)(nil),              // 23: gripql.Increment
-	(*Vertex)(nil),                 // 24: gripql.Vertex
-	(*Edge)(nil),                   // 25: gripql.Edge
-	(*QueryResult)(nil),            // 26: gripql.QueryResult
-	(*QueryJob)(nil),               // 27: gripql.QueryJob
-	(*ExtendQuery)(nil),            // 28: gripql.ExtendQuery
-	(*JobStatus)(nil),              // 29: gripql.JobStatus
-	(*EditResult)(nil),             // 30: gripql.EditResult
-	(*BulkEditResult)(nil),         // 31: gripql.BulkEditResult
-	(*GraphElement)(nil),           // 32: gripql.GraphElement
-	(*GraphID)(nil),                // 33: gripql.GraphID
-	(*ElementID)(nil),              // 34: gripql.ElementID
-	(*IndexID)(nil),                // 35: gripql.IndexID
-	(*Timestamp)(nil),              // 36: gripql.Timestamp
-	(*Empty)(nil),                  // 37: gripql.Empty
-	(*ListGraphsResponse)(nil),     // 38: gripql.ListGraphsResponse
-	(*ListIndicesResponse)(nil),    // 39: gripql.ListIndicesResponse
-	(*ListLabelsResponse)(nil),     // 40: gripql.ListLabelsResponse
-	(*TableInfo)(nil),              // 41: gripql.TableInfo
-	(*DeleteData)(nil),             // 42: gripql.DeleteData
-	(*PluginConfig)(nil),           // 43: gripql.PluginConfig
-	(*PluginStatus)(nil),           // 44: gripql.PluginStatus
-	(*ListDriversResponse)(nil),    // 45: gripql.ListDriversResponse
-	(*ListPluginsResponse)(nil),    // 46: gripql.ListPluginsResponse
-	nil,                            // 47: gripql.TableInfo.LinkMapEntry
-	nil,                            // 48: gripql.PluginConfig.ConfigEntry
-	(*structpb.ListValue)(nil),     // 49: google.protobuf.ListValue
-	(*structpb.Value)(nil),         // 50: google.protobuf.Value
-	(*structpb.Struct)(nil),        // 51: google.protobuf.Struct
+	(*PivotStep)(nil),              // 17: gripql.PivotStep
+	(*NamedAggregationResult)(nil), // 18: gripql.NamedAggregationResult
+	(*HasExpressionList)(nil),      // 19: gripql.HasExpressionList
+	(*HasExpression)(nil),          // 20: gripql.HasExpression
+	(*HasCondition)(nil),           // 21: gripql.HasCondition
+	(*Jump)(nil),                   // 22: gripql.Jump
+	(*Set)(nil),                    // 23: gripql.Set
+	(*Increment)(nil),              // 24: gripql.Increment
+	(*Vertex)(nil),                 // 25: gripql.Vertex
+	(*Edge)(nil),                   // 26: gripql.Edge
+	(*QueryResult)(nil),            // 27: gripql.QueryResult
+	(*QueryJob)(nil),               // 28: gripql.QueryJob
+	(*ExtendQuery)(nil),            // 29: gripql.ExtendQuery
+	(*JobStatus)(nil),              // 30: gripql.JobStatus
+	(*EditResult)(nil),             // 31: gripql.EditResult
+	(*BulkEditResult)(nil),         // 32: gripql.BulkEditResult
+	(*GraphElement)(nil),           // 33: gripql.GraphElement
+	(*GraphID)(nil),                // 34: gripql.GraphID
+	(*ElementID)(nil),              // 35: gripql.ElementID
+	(*IndexID)(nil),                // 36: gripql.IndexID
+	(*Timestamp)(nil),              // 37: gripql.Timestamp
+	(*Empty)(nil),                  // 38: gripql.Empty
+	(*ListGraphsResponse)(nil),     // 39: gripql.ListGraphsResponse
+	(*ListIndicesResponse)(nil),    // 40: gripql.ListIndicesResponse
+	(*ListLabelsResponse)(nil),     // 41: gripql.ListLabelsResponse
+	(*TableInfo)(nil),              // 42: gripql.TableInfo
+	(*DeleteData)(nil),             // 43: gripql.DeleteData
+	(*PluginConfig)(nil),           // 44: gripql.PluginConfig
+	(*PluginStatus)(nil),           // 45: gripql.PluginStatus
+	(*ListDriversResponse)(nil),    // 46: gripql.ListDriversResponse
+	(*ListPluginsResponse)(nil),    // 47: gripql.ListPluginsResponse
+	nil,                            // 48: gripql.TableInfo.LinkMapEntry
+	nil,                            // 49: gripql.PluginConfig.ConfigEntry
+	(*structpb.ListValue)(nil),     // 50: google.protobuf.ListValue
+	(*structpb.Value)(nil),         // 51: google.protobuf.Value
+	(*structpb.Struct)(nil),        // 52: google.protobuf.Struct
 }
 var file_gripql_proto_depIdxs = []int32{
-	24, // 0: gripql.Graph.vertices:type_name -> gripql.Vertex
-	25, // 1: gripql.Graph.edges:type_name -> gripql.Edge
+	25, // 0: gripql.Graph.vertices:type_name -> gripql.Vertex
+	26, // 1: gripql.Graph.edges:type_name -> gripql.Edge
 	6,  // 2: gripql.GraphQuery.query:type_name -> gripql.GraphStatement
 	6,  // 3: gripql.QuerySet.query:type_name -> gripql.GraphStatement
-	49, // 4: gripql.GraphStatement.v:type_name -> google.protobuf.ListValue
-	49, // 5: gripql.GraphStatement.e:type_name -> google.protobuf.ListValue
-	49, // 6: gripql.GraphStatement.in:type_name -> google.protobuf.ListValue
-	49, // 7: gripql.GraphStatement.out:type_name -> google.protobuf.ListValue
-	49, // 8: gripql.GraphStatement.both:type_name -> google.protobuf.ListValue
-	49, // 9: gripql.GraphStatement.in_e:type_name -> google.protobuf.ListValue
-	49, // 10: gripql.GraphStatement.out_e:type_name -> google.protobuf.ListValue
-	49, // 11: gripql.GraphStatement.both_e:type_name -> google.protobuf.ListValue
-	49, // 12: gripql.GraphStatement.in_null:type_name -> google.protobuf.ListValue
-	49, // 13: gripql.GraphStatement.out_null:type_name -> google.protobuf.ListValue
-	49, // 14: gripql.GraphStatement.in_e_null:type_name -> google.protobuf.ListValue
-	49, // 15: gripql.GraphStatement.out_e_null:type_name -> google.protobuf.ListValue
+	50, // 4: gripql.GraphStatement.v:type_name -> google.protobuf.ListValue
+	50, // 5: gripql.GraphStatement.e:type_name -> google.protobuf.ListValue
+	50, // 6: gripql.GraphStatement.in:type_name -> google.protobuf.ListValue
+	50, // 7: gripql.GraphStatement.out:type_name -> google.protobuf.ListValue
+	50, // 8: gripql.GraphStatement.both:type_name -> google.protobuf.ListValue
+	50, // 9: gripql.GraphStatement.in_e:type_name -> google.protobuf.ListValue
+	50, // 10: gripql.GraphStatement.out_e:type_name -> google.protobuf.ListValue
+	50, // 11: gripql.GraphStatement.both_e:type_name -> google.protobuf.ListValue
+	50, // 12: gripql.GraphStatement.in_null:type_name -> google.protobuf.ListValue
+	50, // 13: gripql.GraphStatement.out_null:type_name -> google.protobuf.ListValue
+	50, // 14: gripql.GraphStatement.in_e_null:type_name -> google.protobuf.ListValue
+	50, // 15: gripql.GraphStatement.out_e_null:type_name -> google.protobuf.ListValue
 	7,  // 16: gripql.GraphStatement.range:type_name -> gripql.Range
-	19, // 17: gripql.GraphStatement.has:type_name -> gripql.HasExpression
-	49, // 18: gripql.GraphStatement.has_label:type_name -> google.protobuf.ListValue
-	49, // 19: gripql.GraphStatement.has_key:type_name -> google.protobuf.ListValue
-	49, // 20: gripql.GraphStatement.has_id:type_name -> google.protobuf.ListValue
-	49, // 21: gripql.GraphStatement.distinct:type_name -> google.protobuf.ListValue
-	49, // 22: gripql.GraphStatement.fields:type_name -> google.protobuf.ListValue
-	9,  // 23: gripql.GraphStatement.aggregate:type_name -> gripql.Aggregations
-	50, // 24: gripql.GraphStatement.render:type_name -> google.protobuf.Value
-	49, // 25: gripql.GraphStatement.path:type_name -> google.protobuf.ListValue
-	21, // 26: gripql.GraphStatement.jump:type_name -> gripql.Jump
-	22, // 27: gripql.GraphStatement.set:type_name -> gripql.Set
-	23, // 28: gripql.GraphStatement.increment:type_name -> gripql.Increment
-	10, // 29: gripql.AggregationsRequest.aggregations:type_name -> gripql.Aggregate
-	10, // 30: gripql.Aggregations.aggregations:type_name -> gripql.Aggregate
-	11, // 31: gripql.Aggregate.term:type_name -> gripql.TermAggregation
-	12, // 32: gripql.Aggregate.percentile:type_name -> gripql.PercentileAggregation
-	13, // 33: gripql.Aggregate.histogram:type_name -> gripql.HistogramAggregation
-	14, // 34: gripql.Aggregate.field:type_name -> gripql.FieldAggregation
-	15, // 35: gripql.Aggregate.type:type_name -> gripql.TypeAggregation
-	16, // 36: gripql.Aggregate.count:type_name -> gripql.CountAggregation
-	50, // 37: gripql.NamedAggregationResult.key:type_name -> google.protobuf.Value
-	19, // 38: gripql.HasExpressionList.expressions:type_name -> gripql.HasExpression
-	18, // 39: gripql.HasExpression.and:type_name -> gripql.HasExpressionList
-	18, // 40: gripql.HasExpression.or:type_name -> gripql.HasExpressionList
-	19, // 41: gripql.HasExpression.not:type_name -> gripql.HasExpression
-	20, // 42: gripql.HasExpression.condition:type_name -> gripql.HasCondition
-	50, // 43: gripql.HasCondition.value:type_name -> google.protobuf.Value
-	0,  // 44: gripql.HasCondition.condition:type_name -> gripql.Condition
-	19, // 45: gripql.Jump.expression:type_name -> gripql.HasExpression
-	50, // 46: gripql.Set.value:type_name -> google.protobuf.Value
-	51, // 47: gripql.Vertex.data:type_name -> google.protobuf.Struct
-	51, // 48: gripql.Edge.data:type_name -> google.protobuf.Struct
-	24, // 49: gripql.QueryResult.vertex:type_name -> gripql.Vertex
-	25, // 50: gripql.QueryResult.edge:type_name -> gripql.Edge
-	17, // 51: gripql.QueryResult.aggregations:type_name -> gripql.NamedAggregationResult
-	50, // 52: gripql.QueryResult.render:type_name -> google.protobuf.Value
-	49, // 53: gripql.QueryResult.path:type_name -> google.protobuf.ListValue
-	6,  // 54: gripql.ExtendQuery.query:type_name -> gripql.GraphStatement
-	1,  // 55: gripql.JobStatus.state:type_name -> gripql.JobState
-	6,  // 56: gripql.JobStatus.query:type_name -> gripql.GraphStatement
-	24, // 57: gripql.GraphElement.vertex:type_name -> gripql.Vertex
-	25, // 58: gripql.GraphElement.edge:type_name -> gripql.Edge
-	35, // 59: gripql.ListIndicesResponse.indices:type_name -> gripql.IndexID
-	47, // 60: gripql.TableInfo.link_map:type_name -> gripql.TableInfo.LinkMapEntry
-	48, // 61: gripql.PluginConfig.config:type_name -> gripql.PluginConfig.ConfigEntry
-	4,  // 62: gripql.Query.Traversal:input_type -> gripql.GraphQuery
-	34, // 63: gripql.Query.GetVertex:input_type -> gripql.ElementID
-	34, // 64: gripql.Query.GetEdge:input_type -> gripql.ElementID
-	33, // 65: gripql.Query.GetTimestamp:input_type -> gripql.GraphID
-	33, // 66: gripql.Query.GetSchema:input_type -> gripql.GraphID
-	33, // 67: gripql.Query.GetMapping:input_type -> gripql.GraphID
-	37, // 68: gripql.Query.ListGraphs:input_type -> gripql.Empty
-	33, // 69: gripql.Query.ListIndices:input_type -> gripql.GraphID
-	33, // 70: gripql.Query.ListLabels:input_type -> gripql.GraphID
-	37, // 71: gripql.Query.ListTables:input_type -> gripql.Empty
-	4,  // 72: gripql.Job.Submit:input_type -> gripql.GraphQuery
-	33, // 73: gripql.Job.ListJobs:input_type -> gripql.GraphID
-	4,  // 74: gripql.Job.SearchJobs:input_type -> gripql.GraphQuery
-	27, // 75: gripql.Job.DeleteJob:input_type -> gripql.QueryJob
-	27, // 76: gripql.Job.GetJob:input_type -> gripql.QueryJob
-	27, // 77: gripql.Job.ViewJob:input_type -> gripql.QueryJob
-	28, // 78: gripql.Job.ResumeJob:input_type -> gripql.ExtendQuery
-	32, // 79: gripql.Edit.AddVertex:input_type -> gripql.GraphElement
-	32, // 80: gripql.Edit.AddEdge:input_type -> gripql.GraphElement
-	32, // 81: gripql.Edit.BulkAdd:input_type -> gripql.GraphElement
-	33, // 82: gripql.Edit.AddGraph:input_type -> gripql.GraphID
-	33, // 83: gripql.Edit.DeleteGraph:input_type -> gripql.GraphID
-	42, // 84: gripql.Edit.BulkDelete:input_type -> gripql.DeleteData
-	34, // 85: gripql.Edit.DeleteVertex:input_type -> gripql.ElementID
-	34, // 86: gripql.Edit.DeleteEdge:input_type -> gripql.ElementID
-	35, // 87: gripql.Edit.AddIndex:input_type -> gripql.IndexID
-	35, // 88: gripql.Edit.DeleteIndex:input_type -> gripql.IndexID
-	3,  // 89: gripql.Edit.AddSchema:input_type -> gripql.Graph
-	33, // 90: gripql.Edit.SampleSchema:input_type -> gripql.GraphID
-	3,  // 91: gripql.Edit.AddMapping:input_type -> gripql.Graph
-	43, // 92: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
-	37, // 93: gripql.Configure.ListPlugins:input_type -> gripql.Empty
-	37, // 94: gripql.Configure.ListDrivers:input_type -> gripql.Empty
-	26, // 95: gripql.Query.Traversal:output_type -> gripql.QueryResult
-	24, // 96: gripql.Query.GetVertex:output_type -> gripql.Vertex
-	25, // 97: gripql.Query.GetEdge:output_type -> gripql.Edge
-	36, // 98: gripql.Query.GetTimestamp:output_type -> gripql.Timestamp
-	3,  // 99: gripql.Query.GetSchema:output_type -> gripql.Graph
-	3,  // 100: gripql.Query.GetMapping:output_type -> gripql.Graph
-	38, // 101: gripql.Query.ListGraphs:output_type -> gripql.ListGraphsResponse
-	39, // 102: gripql.Query.ListIndices:output_type -> gripql.ListIndicesResponse
-	40, // 103: gripql.Query.ListLabels:output_type -> gripql.ListLabelsResponse
-	41, // 104: gripql.Query.ListTables:output_type -> gripql.TableInfo
-	27, // 105: gripql.Job.Submit:output_type -> gripql.QueryJob
-	27, // 106: gripql.Job.ListJobs:output_type -> gripql.QueryJob
-	29, // 107: gripql.Job.SearchJobs:output_type -> gripql.JobStatus
-	29, // 108: gripql.Job.DeleteJob:output_type -> gripql.JobStatus
-	29, // 109: gripql.Job.GetJob:output_type -> gripql.JobStatus
-	26, // 110: gripql.Job.ViewJob:output_type -> gripql.QueryResult
-	26, // 111: gripql.Job.ResumeJob:output_type -> gripql.QueryResult
-	30, // 112: gripql.Edit.AddVertex:output_type -> gripql.EditResult
-	30, // 113: gripql.Edit.AddEdge:output_type -> gripql.EditResult
-	31, // 114: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
-	30, // 115: gripql.Edit.AddGraph:output_type -> gripql.EditResult
-	30, // 116: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
-	30, // 117: gripql.Edit.BulkDelete:output_type -> gripql.EditResult
-	30, // 118: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
-	30, // 119: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
-	30, // 120: gripql.Edit.AddIndex:output_type -> gripql.EditResult
-	30, // 121: gripql.Edit.DeleteIndex:output_type -> gripql.EditResult
-	30, // 122: gripql.Edit.AddSchema:output_type -> gripql.EditResult
-	3,  // 123: gripql.Edit.SampleSchema:output_type -> gripql.Graph
-	30, // 124: gripql.Edit.AddMapping:output_type -> gripql.EditResult
-	44, // 125: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
-	46, // 126: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
-	45, // 127: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
-	95, // [95:128] is the sub-list for method output_type
-	62, // [62:95] is the sub-list for method input_type
-	62, // [62:62] is the sub-list for extension type_name
-	62, // [62:62] is the sub-list for extension extendee
-	0,  // [0:62] is the sub-list for field type_name
+	20, // 17: gripql.GraphStatement.has:type_name -> gripql.HasExpression
+	50, // 18: gripql.GraphStatement.has_label:type_name -> google.protobuf.ListValue
+	50, // 19: gripql.GraphStatement.has_key:type_name -> google.protobuf.ListValue
+	50, // 20: gripql.GraphStatement.has_id:type_name -> google.protobuf.ListValue
+	50, // 21: gripql.GraphStatement.distinct:type_name -> google.protobuf.ListValue
+	17, // 22: gripql.GraphStatement.pivot:type_name -> gripql.PivotStep
+	50, // 23: gripql.GraphStatement.fields:type_name -> google.protobuf.ListValue
+	9,  // 24: gripql.GraphStatement.aggregate:type_name -> gripql.Aggregations
+	51, // 25: gripql.GraphStatement.render:type_name -> google.protobuf.Value
+	50, // 26: gripql.GraphStatement.path:type_name -> google.protobuf.ListValue
+	22, // 27: gripql.GraphStatement.jump:type_name -> gripql.Jump
+	23, // 28: gripql.GraphStatement.set:type_name -> gripql.Set
+	24, // 29: gripql.GraphStatement.increment:type_name -> gripql.Increment
+	10, // 30: gripql.AggregationsRequest.aggregations:type_name -> gripql.Aggregate
+	10, // 31: gripql.Aggregations.aggregations:type_name -> gripql.Aggregate
+	11, // 32: gripql.Aggregate.term:type_name -> gripql.TermAggregation
+	12, // 33: gripql.Aggregate.percentile:type_name -> gripql.PercentileAggregation
+	13, // 34: gripql.Aggregate.histogram:type_name -> gripql.HistogramAggregation
+	14, // 35: gripql.Aggregate.field:type_name -> gripql.FieldAggregation
+	15, // 36: gripql.Aggregate.type:type_name -> gripql.TypeAggregation
+	16, // 37: gripql.Aggregate.count:type_name -> gripql.CountAggregation
+	51, // 38: gripql.NamedAggregationResult.key:type_name -> google.protobuf.Value
+	20, // 39: gripql.HasExpressionList.expressions:type_name -> gripql.HasExpression
+	19, // 40: gripql.HasExpression.and:type_name -> gripql.HasExpressionList
+	19, // 41: gripql.HasExpression.or:type_name -> gripql.HasExpressionList
+	20, // 42: gripql.HasExpression.not:type_name -> gripql.HasExpression
+	21, // 43: gripql.HasExpression.condition:type_name -> gripql.HasCondition
+	51, // 44: gripql.HasCondition.value:type_name -> google.protobuf.Value
+	0,  // 45: gripql.HasCondition.condition:type_name -> gripql.Condition
+	20, // 46: gripql.Jump.expression:type_name -> gripql.HasExpression
+	51, // 47: gripql.Set.value:type_name -> google.protobuf.Value
+	52, // 48: gripql.Vertex.data:type_name -> google.protobuf.Struct
+	52, // 49: gripql.Edge.data:type_name -> google.protobuf.Struct
+	25, // 50: gripql.QueryResult.vertex:type_name -> gripql.Vertex
+	26, // 51: gripql.QueryResult.edge:type_name -> gripql.Edge
+	18, // 52: gripql.QueryResult.aggregations:type_name -> gripql.NamedAggregationResult
+	51, // 53: gripql.QueryResult.render:type_name -> google.protobuf.Value
+	50, // 54: gripql.QueryResult.path:type_name -> google.protobuf.ListValue
+	6,  // 55: gripql.ExtendQuery.query:type_name -> gripql.GraphStatement
+	1,  // 56: gripql.JobStatus.state:type_name -> gripql.JobState
+	6,  // 57: gripql.JobStatus.query:type_name -> gripql.GraphStatement
+	25, // 58: gripql.GraphElement.vertex:type_name -> gripql.Vertex
+	26, // 59: gripql.GraphElement.edge:type_name -> gripql.Edge
+	36, // 60: gripql.ListIndicesResponse.indices:type_name -> gripql.IndexID
+	48, // 61: gripql.TableInfo.link_map:type_name -> gripql.TableInfo.LinkMapEntry
+	49, // 62: gripql.PluginConfig.config:type_name -> gripql.PluginConfig.ConfigEntry
+	4,  // 63: gripql.Query.Traversal:input_type -> gripql.GraphQuery
+	35, // 64: gripql.Query.GetVertex:input_type -> gripql.ElementID
+	35, // 65: gripql.Query.GetEdge:input_type -> gripql.ElementID
+	34, // 66: gripql.Query.GetTimestamp:input_type -> gripql.GraphID
+	34, // 67: gripql.Query.GetSchema:input_type -> gripql.GraphID
+	34, // 68: gripql.Query.GetMapping:input_type -> gripql.GraphID
+	38, // 69: gripql.Query.ListGraphs:input_type -> gripql.Empty
+	34, // 70: gripql.Query.ListIndices:input_type -> gripql.GraphID
+	34, // 71: gripql.Query.ListLabels:input_type -> gripql.GraphID
+	38, // 72: gripql.Query.ListTables:input_type -> gripql.Empty
+	4,  // 73: gripql.Job.Submit:input_type -> gripql.GraphQuery
+	34, // 74: gripql.Job.ListJobs:input_type -> gripql.GraphID
+	4,  // 75: gripql.Job.SearchJobs:input_type -> gripql.GraphQuery
+	28, // 76: gripql.Job.DeleteJob:input_type -> gripql.QueryJob
+	28, // 77: gripql.Job.GetJob:input_type -> gripql.QueryJob
+	28, // 78: gripql.Job.ViewJob:input_type -> gripql.QueryJob
+	29, // 79: gripql.Job.ResumeJob:input_type -> gripql.ExtendQuery
+	33, // 80: gripql.Edit.AddVertex:input_type -> gripql.GraphElement
+	33, // 81: gripql.Edit.AddEdge:input_type -> gripql.GraphElement
+	33, // 82: gripql.Edit.BulkAdd:input_type -> gripql.GraphElement
+	34, // 83: gripql.Edit.AddGraph:input_type -> gripql.GraphID
+	34, // 84: gripql.Edit.DeleteGraph:input_type -> gripql.GraphID
+	43, // 85: gripql.Edit.BulkDelete:input_type -> gripql.DeleteData
+	35, // 86: gripql.Edit.DeleteVertex:input_type -> gripql.ElementID
+	35, // 87: gripql.Edit.DeleteEdge:input_type -> gripql.ElementID
+	36, // 88: gripql.Edit.AddIndex:input_type -> gripql.IndexID
+	36, // 89: gripql.Edit.DeleteIndex:input_type -> gripql.IndexID
+	3,  // 90: gripql.Edit.AddSchema:input_type -> gripql.Graph
+	34, // 91: gripql.Edit.SampleSchema:input_type -> gripql.GraphID
+	3,  // 92: gripql.Edit.AddMapping:input_type -> gripql.Graph
+	44, // 93: gripql.Configure.StartPlugin:input_type -> gripql.PluginConfig
+	38, // 94: gripql.Configure.ListPlugins:input_type -> gripql.Empty
+	38, // 95: gripql.Configure.ListDrivers:input_type -> gripql.Empty
+	27, // 96: gripql.Query.Traversal:output_type -> gripql.QueryResult
+	25, // 97: gripql.Query.GetVertex:output_type -> gripql.Vertex
+	26, // 98: gripql.Query.GetEdge:output_type -> gripql.Edge
+	37, // 99: gripql.Query.GetTimestamp:output_type -> gripql.Timestamp
+	3,  // 100: gripql.Query.GetSchema:output_type -> gripql.Graph
+	3,  // 101: gripql.Query.GetMapping:output_type -> gripql.Graph
+	39, // 102: gripql.Query.ListGraphs:output_type -> gripql.ListGraphsResponse
+	40, // 103: gripql.Query.ListIndices:output_type -> gripql.ListIndicesResponse
+	41, // 104: gripql.Query.ListLabels:output_type -> gripql.ListLabelsResponse
+	42, // 105: gripql.Query.ListTables:output_type -> gripql.TableInfo
+	28, // 106: gripql.Job.Submit:output_type -> gripql.QueryJob
+	28, // 107: gripql.Job.ListJobs:output_type -> gripql.QueryJob
+	30, // 108: gripql.Job.SearchJobs:output_type -> gripql.JobStatus
+	30, // 109: gripql.Job.DeleteJob:output_type -> gripql.JobStatus
+	30, // 110: gripql.Job.GetJob:output_type -> gripql.JobStatus
+	27, // 111: gripql.Job.ViewJob:output_type -> gripql.QueryResult
+	27, // 112: gripql.Job.ResumeJob:output_type -> gripql.QueryResult
+	31, // 113: gripql.Edit.AddVertex:output_type -> gripql.EditResult
+	31, // 114: gripql.Edit.AddEdge:output_type -> gripql.EditResult
+	32, // 115: gripql.Edit.BulkAdd:output_type -> gripql.BulkEditResult
+	31, // 116: gripql.Edit.AddGraph:output_type -> gripql.EditResult
+	31, // 117: gripql.Edit.DeleteGraph:output_type -> gripql.EditResult
+	31, // 118: gripql.Edit.BulkDelete:output_type -> gripql.EditResult
+	31, // 119: gripql.Edit.DeleteVertex:output_type -> gripql.EditResult
+	31, // 120: gripql.Edit.DeleteEdge:output_type -> gripql.EditResult
+	31, // 121: gripql.Edit.AddIndex:output_type -> gripql.EditResult
+	31, // 122: gripql.Edit.DeleteIndex:output_type -> gripql.EditResult
+	31, // 123: gripql.Edit.AddSchema:output_type -> gripql.EditResult
+	3,  // 124: gripql.Edit.SampleSchema:output_type -> gripql.Graph
+	31, // 125: gripql.Edit.AddMapping:output_type -> gripql.EditResult
+	45, // 126: gripql.Configure.StartPlugin:output_type -> gripql.PluginStatus
+	47, // 127: gripql.Configure.ListPlugins:output_type -> gripql.ListPluginsResponse
+	46, // 128: gripql.Configure.ListDrivers:output_type -> gripql.ListDriversResponse
+	96, // [96:129] is the sub-list for method output_type
+	63, // [63:96] is the sub-list for method input_type
+	63, // [63:63] is the sub-list for extension type_name
+	63, // [63:63] is the sub-list for extension extendee
+	0,  // [0:63] is the sub-list for field type_name
 }
 
 func init() { file_gripql_proto_init() }
@@ -4264,7 +4350,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[14].Exporter = func(v any, i int) any {
-			switch v := v.(*NamedAggregationResult); i {
+			switch v := v.(*PivotStep); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4276,7 +4362,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[15].Exporter = func(v any, i int) any {
-			switch v := v.(*HasExpressionList); i {
+			switch v := v.(*NamedAggregationResult); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4288,7 +4374,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[16].Exporter = func(v any, i int) any {
-			switch v := v.(*HasExpression); i {
+			switch v := v.(*HasExpressionList); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4300,7 +4386,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[17].Exporter = func(v any, i int) any {
-			switch v := v.(*HasCondition); i {
+			switch v := v.(*HasExpression); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4312,7 +4398,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[18].Exporter = func(v any, i int) any {
-			switch v := v.(*Jump); i {
+			switch v := v.(*HasCondition); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4324,7 +4410,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[19].Exporter = func(v any, i int) any {
-			switch v := v.(*Set); i {
+			switch v := v.(*Jump); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4336,7 +4422,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[20].Exporter = func(v any, i int) any {
-			switch v := v.(*Increment); i {
+			switch v := v.(*Set); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4348,7 +4434,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[21].Exporter = func(v any, i int) any {
-			switch v := v.(*Vertex); i {
+			switch v := v.(*Increment); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4360,7 +4446,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[22].Exporter = func(v any, i int) any {
-			switch v := v.(*Edge); i {
+			switch v := v.(*Vertex); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4372,7 +4458,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[23].Exporter = func(v any, i int) any {
-			switch v := v.(*QueryResult); i {
+			switch v := v.(*Edge); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4384,7 +4470,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[24].Exporter = func(v any, i int) any {
-			switch v := v.(*QueryJob); i {
+			switch v := v.(*QueryResult); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4396,7 +4482,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[25].Exporter = func(v any, i int) any {
-			switch v := v.(*ExtendQuery); i {
+			switch v := v.(*QueryJob); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4408,7 +4494,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[26].Exporter = func(v any, i int) any {
-			switch v := v.(*JobStatus); i {
+			switch v := v.(*ExtendQuery); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4420,7 +4506,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[27].Exporter = func(v any, i int) any {
-			switch v := v.(*EditResult); i {
+			switch v := v.(*JobStatus); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4432,7 +4518,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[28].Exporter = func(v any, i int) any {
-			switch v := v.(*BulkEditResult); i {
+			switch v := v.(*EditResult); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4444,7 +4530,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[29].Exporter = func(v any, i int) any {
-			switch v := v.(*GraphElement); i {
+			switch v := v.(*BulkEditResult); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4456,7 +4542,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[30].Exporter = func(v any, i int) any {
-			switch v := v.(*GraphID); i {
+			switch v := v.(*GraphElement); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4468,7 +4554,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[31].Exporter = func(v any, i int) any {
-			switch v := v.(*ElementID); i {
+			switch v := v.(*GraphID); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4480,7 +4566,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[32].Exporter = func(v any, i int) any {
-			switch v := v.(*IndexID); i {
+			switch v := v.(*ElementID); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4492,7 +4578,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[33].Exporter = func(v any, i int) any {
-			switch v := v.(*Timestamp); i {
+			switch v := v.(*IndexID); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4504,7 +4590,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[34].Exporter = func(v any, i int) any {
-			switch v := v.(*Empty); i {
+			switch v := v.(*Timestamp); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4516,7 +4602,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[35].Exporter = func(v any, i int) any {
-			switch v := v.(*ListGraphsResponse); i {
+			switch v := v.(*Empty); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4528,7 +4614,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[36].Exporter = func(v any, i int) any {
-			switch v := v.(*ListIndicesResponse); i {
+			switch v := v.(*ListGraphsResponse); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4540,7 +4626,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[37].Exporter = func(v any, i int) any {
-			switch v := v.(*ListLabelsResponse); i {
+			switch v := v.(*ListIndicesResponse); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4552,7 +4638,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[38].Exporter = func(v any, i int) any {
-			switch v := v.(*TableInfo); i {
+			switch v := v.(*ListLabelsResponse); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4564,7 +4650,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[39].Exporter = func(v any, i int) any {
-			switch v := v.(*DeleteData); i {
+			switch v := v.(*TableInfo); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4576,7 +4662,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[40].Exporter = func(v any, i int) any {
-			switch v := v.(*PluginConfig); i {
+			switch v := v.(*DeleteData); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4588,7 +4674,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[41].Exporter = func(v any, i int) any {
-			switch v := v.(*PluginStatus); i {
+			switch v := v.(*PluginConfig); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4600,7 +4686,7 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[42].Exporter = func(v any, i int) any {
-			switch v := v.(*ListDriversResponse); i {
+			switch v := v.(*PluginStatus); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -4612,6 +4698,18 @@ func file_gripql_proto_init() {
 			}
 		}
 		file_gripql_proto_msgTypes[43].Exporter = func(v any, i int) any {
+			switch v := v.(*ListDriversResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_gripql_proto_msgTypes[44].Exporter = func(v any, i int) any {
 			switch v := v.(*ListPluginsResponse); i {
 			case 0:
 				return &v.state
@@ -4647,6 +4745,7 @@ func file_gripql_proto_init() {
 		(*GraphStatement_HasKey)(nil),
 		(*GraphStatement_HasId)(nil),
 		(*GraphStatement_Distinct)(nil),
+		(*GraphStatement_Pivot)(nil),
 		(*GraphStatement_Fields)(nil),
 		(*GraphStatement_Unwind)(nil),
 		(*GraphStatement_Count)(nil),
@@ -4666,13 +4765,13 @@ func file_gripql_proto_init() {
 		(*Aggregate_Type)(nil),
 		(*Aggregate_Count)(nil),
 	}
-	file_gripql_proto_msgTypes[16].OneofWrappers = []any{
+	file_gripql_proto_msgTypes[17].OneofWrappers = []any{
 		(*HasExpression_And)(nil),
 		(*HasExpression_Or)(nil),
 		(*HasExpression_Not)(nil),
 		(*HasExpression_Condition)(nil),
 	}
-	file_gripql_proto_msgTypes[23].OneofWrappers = []any{
+	file_gripql_proto_msgTypes[24].OneofWrappers = []any{
 		(*QueryResult_Vertex)(nil),
 		(*QueryResult_Edge)(nil),
 		(*QueryResult_Aggregations)(nil),
@@ -4686,7 +4785,7 @@ func file_gripql_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_gripql_proto_rawDesc,
 			NumEnums:      3,
-			NumMessages:   46,
+			NumMessages:   47,
 			NumExtensions: 0,
 			NumServices:   4,
 		},

From ab51dee8a7aaeac1a15d47568275daf53f522954 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Thu, 8 Aug 2024 11:58:32 -0700
Subject: [PATCH 10/13] Optimize Mongo bulk delete

---
 mongo/graph.go | 30 ++++++++++++++++++++++--------
 1 file changed, 22 insertions(+), 8 deletions(-)

diff --git a/mongo/graph.go b/mongo/graph.go
index 2dd2a56e..0ebc6df1 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -121,16 +121,30 @@ func (mg *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (mg *Graph) BulkDel(Data *gdbi.DeleteData) error {
-	for _, v := range Data.Edges {
-		if err := mg.DelEdge(v); err != nil {
-			return err
-		}
+	eCol := mg.ar.EdgeCollection(mg.graph)
+	_, err := eCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Edges}})
+	if err != nil {
+		return fmt.Errorf("failed to delete edge(s): %s", err)
 	}
-	for _, v := range Data.Vertices {
-		if err := mg.DelVertex(v); err != nil {
-			return err
-		}
+	mg.ts.Touch(mg.graph)
+
+	vCol := mg.ar.VertexCollection(mg.graph)
+	_, err = vCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Vertices}})
+	if err != nil {
+		return fmt.Errorf("failed to delete list of vertices: %s", err)
 	}
+	mg.ts.Touch(mg.graph)
+
+	_, err = eCol.DeleteMany(context.TODO(), bson.M{
+		"$or": []bson.M{
+			{FIELD_FROM: bson.M{"$in": Data.Vertices}},
+			{FIELD_TO: bson.M{"$in": Data.Vertices}},
+		}})
+	if err != nil {
+		return fmt.Errorf("failed to delete connected edge(s): %s", err)
+	}
+	mg.ts.Touch(mg.graph)
+
 	return nil
 }
 

From 2d5367db9dc8444664fd609ab3f4292f629fa6e0 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Mon, 12 Aug 2024 12:07:25 -0700
Subject: [PATCH 11/13] fix protoc body

---
 Makefile                           |   4 +-
 cmd/delete/main.go                 |  16 ++--
 conformance/run_conformance.py     |   2 +-
 conformance/tests/ot_bulk.py       |  79 ++++++++++--------
 gripql/gripql.pb.go                | 124 ++++++++++++++---------------
 gripql/gripql.pb.gw.go             |  14 +---
 gripql/gripql.proto                |   1 +
 gripql/python/gripql/connection.py |   2 +-
 gripql/python/gripql/graph.py      |   5 +-
 mongo/graph.go                     |  42 ++++++----
 10 files changed, 148 insertions(+), 141 deletions(-)

diff --git a/Makefile b/Makefile
index a5ca1e2d..e8d047d8 100644
--- a/Makefile
+++ b/Makefile
@@ -41,7 +41,7 @@ proto:
 	  	--go_opt paths=source_relative \
 		--go-grpc_out ./ \
 		--go-grpc_opt paths=source_relative \
-		--grpc-gateway_out ./ \
+		--grpc-gateway_out allow_delete_body=true:./ \
 		--grpc-gateway_opt logtostderr=true \
 		--grpc-gateway_opt paths=source_relative \
 		--grpc-rest-direct_out . \
@@ -130,7 +130,7 @@ test-authorization:
 # ---------------------
 start-mongo:
 	@docker rm -f grip-mongodb-test > /dev/null 2>&1 || echo
-	docker run -d --name grip-mongodb-test -p 27017:27017 docker.io/mongo:3.6.4 > /dev/null
+	docker run -d --name grip-mongodb-test -p 27017:27017 mongo:7.0.13-rc0-jammy > /dev/null
 
 start-elastic:
 	@docker rm -f grip-es-test > /dev/null 2>&1 || echo
diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index 00b422da..fdad4fa8 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -12,12 +12,12 @@ import (
 )
 
 var host = "localhost:8202"
-var graph = "GEN3"
 var file string
 
 type Data struct {
-	Edges    []string `json:"EDGES"`
-	Vertices []string `json:"VERTICES"`
+	Graph    string   `json:"graph"`
+	Edges    []string `json:"edges"`
+	Vertices []string `json:"vertices"`
 }
 
 // Cmd command line declaration
@@ -25,14 +25,13 @@ var Cmd = &cobra.Command{
 	Use:   "delete <graph elem list file>",
 	Short: "bulk delete",
 	Long:  ``,
-	Args:  cobra.ExactArgs(2),
+	Args:  cobra.ExactArgs(1),
 	RunE: func(cmd *cobra.Command, args []string) error {
 		conn, err := gripql.Connect(rpc.ConfigWithDefaults(host), true)
 		if err != nil {
 			return err
 		}
-		graph = args[0]
-		file = args[1]
+		file = args[0]
 		if file == "" {
 			log.Errorln("No input file found")
 		}
@@ -56,8 +55,8 @@ var Cmd = &cobra.Command{
 			log.Errorf("Failed to unmarshal JSON: %s", err)
 		}
 
-		log.WithFields(log.Fields{"graph": graph}).Info("deleting data")
-		conn.BulkDelete(&gripql.DeleteData{Graph: graph, Vertices: data.Vertices, Edges: data.Edges})
+		log.WithFields(log.Fields{"graph": data.Graph}).Info("deleting data")
+		conn.BulkDelete(&gripql.DeleteData{Graph: data.Graph, Vertices: data.Vertices, Edges: data.Edges})
 
 		return nil
 	},
@@ -66,6 +65,5 @@ var Cmd = &cobra.Command{
 func init() {
 	flags := Cmd.Flags()
 	flags.StringVar(&host, "host", host, "grip server url")
-	flags.StringVar(&graph, "graph", graph, "graph name")
 	flags.StringVar(&file, "file", file, "file name")
 }
diff --git a/conformance/run_conformance.py b/conformance/run_conformance.py
index f388cf5e..075d3ef0 100755
--- a/conformance/run_conformance.py
+++ b/conformance/run_conformance.py
@@ -8,7 +8,7 @@
     print("Running Conformance with %s" % gripql.__file__)
 
     args = create_arg_parser()
-    
+
     # returns test modules starting with "ot_"
     tests = filter_tests(args, prefix="ot_")
 
diff --git a/conformance/tests/ot_bulk.py b/conformance/tests/ot_bulk.py
index 52c1b2ee..e29591eb 100644
--- a/conformance/tests/ot_bulk.py
+++ b/conformance/tests/ot_bulk.py
@@ -1,5 +1,3 @@
-
-
 def test_bulkload(man):
     errors = []
 
@@ -72,40 +70,51 @@ def test_bulkload_validate(man):
 
 def test_bulk_delete(man):
     errors = []
-
     G = man.writeTest()
-    load = G.bulkAdd()
-
-    load.addVertex("1", "Person", {"name": "marko", "age": "29"})
-    load.addVertex("2", "Person", {"name": "vadas", "age": "27"})
-    load.addVertex("3", "Software", {"name": "lop", "lang": "java"})
-    load.addVertex("4", "Person", {"name": "josh", "age": "32"})
-    load.addVertex("5", "Software", {"name": "ripple", "lang": "java"})
-    load.addVertex("6", "Person", {"name": "peter", "age": "35"})
-
-    load.addEdge("1", "3", "created", {"weight": 0.4}, gid="7")
-    load.addEdge("1", "2", "knows", {"weight": 0.5}, gid="8")
-    load.addEdge("1", "4", "knows", {"weight": 1.0}, gid="9")
-    load.addEdge("4", "3", "created", {"weight": 0.4}, gid="10")
-    load.addEdge("6", "3", "created", {"weight": 0.2}, gid="11")
-    load.addEdge("4", "5", "created", {"weight": 1.0}, gid="12")
-
-    err = load.execute()
-
-    if err.get("errorCount", 0) != 0:
-        print(err)
-        errors.append("Bulk insertion error")
-
-    errs = G.deleteData(vertices=["1", "2", "3"], edges=["7", "8", "9"])
-    
-    print("DEL RES: ", errs)
-
-    if errs.get("errorCount", 0) != 0:
-        print(err)
-        errors.append("Bulk insertion error")
-
-    count = G.query().E().count().execute()
-    print("VAL OF COUNT: ", count)
 
+    G.addVertex("vertex1", "Person", {"name": "marko", "age": "29"})
+    G.addVertex("vertex2", "Person", {"name": "vadas", "age": "27"})
+    G.addVertex("vertex3", "Software", {"name": "lop", "lang": "java"})
+    G.addVertex("vertex4", "Person", {"name": "josh", "age": "32"})
+    G.addVertex("vertex5", "Software", {"name": "ripple", "lang": "java"})
+    G.addVertex("vertex6", "Person", {"name": "peter", "age": "35"})
+
+    G.addEdge("vertex1", "vertex3", "created", {"weight": 0.4}, gid="edge1")
+    G.addEdge("vertex1", "vertex2", "knows", {"weight": 0.5}, gid="edge2")
+    G.addEdge("vertex1", "vertex4", "knows", {"weight": 1.0}, gid="edge3")
+    G.addEdge("vertex4", "vertex3", "created", {"weight": 0.4}, gid="edge4")
+    G.addEdge("vertex6", "vertex3", "created", {"weight": 0.2}, gid="edge5")
+    G.addEdge("vertex3", "vertex5", "created", {"weight": 1.0}, gid="edge6")
+    G.addEdge("vertex6", "vertex5", "created", {"weight": 1.0}, gid="edge7")
+    G.addEdge("vertex4", "vertex5", "created", {"weight": 0.4}, gid="edge8")
+    G.addEdge("vertex4", "vertex6", "created", {"weight": 0.4}, gid="edge9")
+
+    G.delete(vertices=["vertex1", "vertex2",
+                       "vertex3"],
+             edges=[])
+
+    Ecount = G.query().E().count().execute()[0]["count"]
+    Vcount = G.query().V().count().execute()[0]["count"]
+    if Ecount != 3:
+        errors.append(f"Wrong number of edges {Ecount} != 3")
+    if Vcount != 3:
+        errors.append(f"Wrong number of vertices {Vcount} != 3")
+
+    G.delete(vertices=[], edges=["edge7"])
+    Ecount = G.query().E().count().execute()[0]["count"]
+    Vcount = G.query().V().count().execute()[0]["count"]
+    if Ecount != 2:
+        errors.append(f"Wrong number of edges {Ecount} != 2")
+    if Vcount != 3:
+        errors.append(f"Wrong number of vertices {Vcount} != 3")
+
+
+    G.delete(vertices=["vertex5", "vertex6"], edges=["edge9"])
+    Ecount = G.query().E().count().execute()[0]["count"]
+    Vcount = G.query().V().count().execute()[0]["count"]
+    if Ecount != 0:
+        errors.append(f"Wrong number of edges {Ecount} != 0")
+    if Vcount != 1:
+        errors.append(f"Wrong number of vertices {Vcount} != 1")
 
     return errors
diff --git a/gripql/gripql.pb.go b/gripql/gripql.pb.go
index cc8816c4..50626d24 100644
--- a/gripql/gripql.pb.go
+++ b/gripql/gripql.pb.go
@@ -3876,7 +3876,7 @@ var file_gripql_proto_rawDesc = []byte{
 	0x65, 0x72, 0x79, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x22, 0x27, 0x82, 0xd3, 0xe4, 0x93, 0x02,
 	0x21, 0x3a, 0x01, 0x2a, 0x22, 0x1c, 0x2f, 0x76, 0x31, 0x2f, 0x67, 0x72, 0x61, 0x70, 0x68, 0x2f,
 	0x7b, 0x67, 0x72, 0x61, 0x70, 0x68, 0x7d, 0x2f, 0x6a, 0x6f, 0x62, 0x2d, 0x72, 0x65, 0x73, 0x75,
-	0x6d, 0x65, 0x30, 0x01, 0x32, 0xf3, 0x08, 0x0a, 0x04, 0x45, 0x64, 0x69, 0x74, 0x12, 0x5f, 0x0a,
+	0x6d, 0x65, 0x30, 0x01, 0x32, 0xf6, 0x08, 0x0a, 0x04, 0x45, 0x64, 0x69, 0x74, 0x12, 0x5f, 0x0a,
 	0x09, 0x41, 0x64, 0x64, 0x56, 0x65, 0x72, 0x74, 0x65, 0x78, 0x12, 0x14, 0x2e, 0x67, 0x72, 0x69,
 	0x70, 0x71, 0x6c, 0x2e, 0x47, 0x72, 0x61, 0x70, 0x68, 0x45, 0x6c, 0x65, 0x6d, 0x65, 0x6e, 0x74,
 	0x1a, 0x12, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x45, 0x64, 0x69, 0x74, 0x52, 0x65,
@@ -3903,70 +3903,70 @@ var file_gripql_proto_rawDesc = []byte{
 	0x68, 0x49, 0x44, 0x1a, 0x12, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x45, 0x64, 0x69,
 	0x74, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x22, 0x19, 0x82, 0xd3, 0xe4, 0x93, 0x02, 0x13, 0x2a,
 	0x11, 0x2f, 0x76, 0x31, 0x2f, 0x67, 0x72, 0x61, 0x70, 0x68, 0x2f, 0x7b, 0x67, 0x72, 0x61, 0x70,
-	0x68, 0x7d, 0x12, 0x47, 0x0a, 0x0a, 0x42, 0x75, 0x6c, 0x6b, 0x44, 0x65, 0x6c, 0x65, 0x74, 0x65,
+	0x68, 0x7d, 0x12, 0x4a, 0x0a, 0x0a, 0x42, 0x75, 0x6c, 0x6b, 0x44, 0x65, 0x6c, 0x65, 0x74, 0x65,
 	0x12, 0x12, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x44, 0x65, 0x6c, 0x65, 0x74, 0x65,
 	0x44, 0x61, 0x74, 0x61, 0x1a, 0x12, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x45, 0x64,
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+	0x67, 0x69, 0x6e, 0x12, 0x4d, 0x0a, 0x0b, 0x4c, 0x69, 0x73, 0x74, 0x44, 0x72, 0x69, 0x76, 0x65,
+	0x72, 0x73, 0x12, 0x0d, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x45, 0x6d, 0x70, 0x74,
+	0x79, 0x1a, 0x1b, 0x2e, 0x67, 0x72, 0x69, 0x70, 0x71, 0x6c, 0x2e, 0x4c, 0x69, 0x73, 0x74, 0x44,
+	0x72, 0x69, 0x76, 0x65, 0x72, 0x73, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x22, 0x12,
+	0x82, 0xd3, 0xe4, 0x93, 0x02, 0x0c, 0x12, 0x0a, 0x2f, 0x76, 0x31, 0x2f, 0x64, 0x72, 0x69, 0x76,
+	0x65, 0x72, 0x42, 0x1d, 0x5a, 0x1b, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d,
+	0x2f, 0x62, 0x6d, 0x65, 0x67, 0x2f, 0x67, 0x72, 0x69, 0x70, 0x2f, 0x67, 0x72, 0x69, 0x70, 0x71,
+	0x6c, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
diff --git a/gripql/gripql.pb.gw.go b/gripql/gripql.pb.gw.go
index 861b3304..74aa9dde 100644
--- a/gripql/gripql.pb.gw.go
+++ b/gripql/gripql.pb.gw.go
@@ -1174,18 +1174,11 @@ func local_request_Edit_DeleteGraph_0(ctx context.Context, marshaler runtime.Mar
 
 }
 
-var (
-	filter_Edit_BulkDelete_0 = &utilities.DoubleArray{Encoding: map[string]int{}, Base: []int(nil), Check: []int(nil)}
-)
-
 func request_Edit_BulkDelete_0(ctx context.Context, marshaler runtime.Marshaler, client EditClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq DeleteData
 	var metadata runtime.ServerMetadata
 
-	if err := req.ParseForm(); err != nil {
-		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
-	}
-	if err := runtime.PopulateQueryParameters(&protoReq, req.Form, filter_Edit_BulkDelete_0); err != nil {
+	if err := marshaler.NewDecoder(req.Body).Decode(&protoReq); err != nil && err != io.EOF {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
 
@@ -1198,10 +1191,7 @@ func local_request_Edit_BulkDelete_0(ctx context.Context, marshaler runtime.Mars
 	var protoReq DeleteData
 	var metadata runtime.ServerMetadata
 
-	if err := req.ParseForm(); err != nil {
-		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
-	}
-	if err := runtime.PopulateQueryParameters(&protoReq, req.Form, filter_Edit_BulkDelete_0); err != nil {
+	if err := marshaler.NewDecoder(req.Body).Decode(&protoReq); err != nil && err != io.EOF {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
 
diff --git a/gripql/gripql.proto b/gripql/gripql.proto
index 1ae92988..7845e162 100644
--- a/gripql/gripql.proto
+++ b/gripql/gripql.proto
@@ -455,6 +455,7 @@ service Edit {
   rpc BulkDelete(DeleteData) returns (EditResult) {
     option (google.api.http) = {
       delete: "/v1/graph"
+      body: "*"
     };
   }
 
diff --git a/gripql/python/gripql/connection.py b/gripql/python/gripql/connection.py
index 5efa9c76..6d7bb40d 100644
--- a/gripql/python/gripql/connection.py
+++ b/gripql/python/gripql/connection.py
@@ -91,7 +91,7 @@ def postMapping(self, name, vertices, edges):
         """
         response = self.session.post(
             self.url + "/" + name + "/mapping",
-            json={"vertices" : vertices, "edges" : edges}
+            json={"vertices": vertices, "edges": edges}
         )
         raise_for_status(response)
         return response.json()
diff --git a/gripql/python/gripql/graph.py b/gripql/python/gripql/graph.py
index 4c79419b..319c8b89 100644
--- a/gripql/python/gripql/graph.py
+++ b/gripql/python/gripql/graph.py
@@ -128,7 +128,7 @@ def getEdge(self, gid):
         raise_for_status(response)
         return response.json()
 
-    def deleteData(self, vertices=[], edges=[]):
+    def delete(self, vertices=[], edges=[]):
         """
         delete data from graph
         """
@@ -137,8 +137,9 @@ def deleteData(self, vertices=[], edges=[]):
             "vertices": vertices,
             "edges": edges
         }
+        print("VALUE OF PAYLOAD: ", payload)
         response = self.session.delete(
-            self.base_url + "/v1/graph/",
+            self.base_url + "/v1/graph",
             json=payload
         )
         print("REPONSE HERE: ", response.json())
diff --git a/mongo/graph.go b/mongo/graph.go
index 0ebc6df1..9b84cdf9 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -121,29 +121,37 @@ func (mg *Graph) BulkAdd(stream <-chan *gdbi.GraphElement) error {
 }
 
 func (mg *Graph) BulkDel(Data *gdbi.DeleteData) error {
+	var err error
 	eCol := mg.ar.EdgeCollection(mg.graph)
-	_, err := eCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Edges}})
-	if err != nil {
-		return fmt.Errorf("failed to delete edge(s): %s", err)
+	vCol := mg.ar.VertexCollection(mg.graph)
+
+	if Data.Edges != nil && len(Data.Edges) > 0 {
+		_, err := eCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Edges}})
+		if err != nil {
+			return fmt.Errorf("failed to delete edge(s): %s", err)
+		}
+		mg.ts.Touch(mg.graph)
 	}
-	mg.ts.Touch(mg.graph)
 
-	vCol := mg.ar.VertexCollection(mg.graph)
-	_, err = vCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Vertices}})
-	if err != nil {
-		return fmt.Errorf("failed to delete list of vertices: %s", err)
+	if Data.Vertices != nil && len(Data.Vertices) > 0 {
+		_, err = vCol.DeleteMany(context.TODO(), bson.M{"_id": bson.M{"$in": Data.Vertices}})
+		if err != nil {
+			return fmt.Errorf("failed to delete list of vertices: %s", err)
+		}
+		mg.ts.Touch(mg.graph)
 	}
-	mg.ts.Touch(mg.graph)
 
-	_, err = eCol.DeleteMany(context.TODO(), bson.M{
-		"$or": []bson.M{
-			{FIELD_FROM: bson.M{"$in": Data.Vertices}},
-			{FIELD_TO: bson.M{"$in": Data.Vertices}},
-		}})
-	if err != nil {
-		return fmt.Errorf("failed to delete connected edge(s): %s", err)
+	if Data.Vertices != nil && Data.Edges != nil && len(Data.Vertices) > 0 && len(Data.Edges) > 0 {
+		_, err = eCol.DeleteMany(context.TODO(), bson.M{
+			"$or": []bson.M{
+				{FIELD_FROM: bson.M{"$in": Data.Vertices}},
+				{FIELD_TO: bson.M{"$in": Data.Vertices}},
+			}})
+		if err != nil {
+			return fmt.Errorf("failed to delete connected edge(s): %s", err)
+		}
+		mg.ts.Touch(mg.graph)
 	}
-	mg.ts.Touch(mg.graph)
 
 	return nil
 }

From 2d171958eb14acf1608471255f52331c1a3094d5 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Mon, 12 Aug 2024 12:50:07 -0700
Subject: [PATCH 12/13] fix mongo test

---
 mongo/graph.go | 2 --
 1 file changed, 2 deletions(-)

diff --git a/mongo/graph.go b/mongo/graph.go
index 9b84cdf9..aec91b8b 100644
--- a/mongo/graph.go
+++ b/mongo/graph.go
@@ -139,9 +139,7 @@ func (mg *Graph) BulkDel(Data *gdbi.DeleteData) error {
 			return fmt.Errorf("failed to delete list of vertices: %s", err)
 		}
 		mg.ts.Touch(mg.graph)
-	}
 
-	if Data.Vertices != nil && Data.Edges != nil && len(Data.Vertices) > 0 && len(Data.Edges) > 0 {
 		_, err = eCol.DeleteMany(context.TODO(), bson.M{
 			"$or": []bson.M{
 				{FIELD_FROM: bson.M{"$in": Data.Vertices}},

From 359a0320072f49072e53b24306a56a3a63c8d051 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <matthewpeterkort@gmail.com>
Date: Mon, 12 Aug 2024 13:43:15 -0700
Subject: [PATCH 13/13] add suggested args

---
 cmd/delete/main.go            | 70 ++++++++++++++++++++++-------------
 gripql/python/gripql/graph.py |  2 -
 2 files changed, 45 insertions(+), 27 deletions(-)

diff --git a/cmd/delete/main.go b/cmd/delete/main.go
index fdad4fa8..c2b29037 100644
--- a/cmd/delete/main.go
+++ b/cmd/delete/main.go
@@ -2,6 +2,7 @@ package delete
 
 import (
 	"encoding/json"
+	"fmt"
 	"io/ioutil"
 	"os"
 
@@ -13,6 +14,10 @@ import (
 
 var host = "localhost:8202"
 var file string
+var edges []string
+var vertices []string
+var graph string
+var data Data
 
 type Data struct {
 	Graph    string   `json:"graph"`
@@ -22,41 +27,54 @@ type Data struct {
 
 // Cmd command line declaration
 var Cmd = &cobra.Command{
-	Use:   "delete <graph elem list file>",
-	Short: "bulk delete",
-	Long:  ``,
-	Args:  cobra.ExactArgs(1),
+	Use:   "delete <graph>",
+	Short: "Delete data from a graph",
+	Long: `JSON File Format: {
+	"graph": 'graph_name',
+	"edges":['list of edge ids'],
+	"vertices":['list of vertice ids']
+}
+
+comma delimited --edges or --vertices arguments are also supported ex:
+--edges="edge1,edge2"`,
+	Args: cobra.ExactArgs(1),
 	RunE: func(cmd *cobra.Command, args []string) error {
+		if file == "" && edges == nil && vertices == nil {
+			return fmt.Errorf("no input file path or --edges or --vertices arg was provided")
+		}
+
 		conn, err := gripql.Connect(rpc.ConfigWithDefaults(host), true)
 		if err != nil {
 			return err
 		}
-		file = args[0]
-		if file == "" {
-			log.Errorln("No input file found")
-		}
+		graph = args[0]
 
-		jsonFile, err := os.Open(file)
-		if err != nil {
-			log.Errorf("Failed to open file: %s", err)
-		}
-		defer jsonFile.Close()
+		if file != "" {
+			jsonFile, err := os.Open(file)
+			if err != nil {
+				log.Errorf("Failed to open file: %s", err)
+			}
+			defer jsonFile.Close()
 
-		// Read the JSON file
-		byteValue, err := ioutil.ReadAll(jsonFile)
-		if err != nil {
-			log.Errorf("Failed to read file: %s", err)
-		}
+			// Read the JSON file
+			byteValue, err := ioutil.ReadAll(jsonFile)
+			if err != nil {
+				log.Errorf("Failed to read file: %s", err)
+			}
 
-		// Unmarshal the JSON into the Data struct
-		var data Data
-		err = json.Unmarshal(byteValue, &data)
-		if err != nil {
-			log.Errorf("Failed to unmarshal JSON: %s", err)
+			// Unmarshal the JSON into the Data struct
+			err = json.Unmarshal(byteValue, &data)
+			if err != nil {
+				log.Errorf("Failed to unmarshal JSON: %s", err)
+			}
+		} else if edges != nil || vertices != nil {
+			data.Edges = edges
+			data.Vertices = vertices
 		}
 
-		log.WithFields(log.Fields{"graph": data.Graph}).Info("deleting data")
-		conn.BulkDelete(&gripql.DeleteData{Graph: data.Graph, Vertices: data.Vertices, Edges: data.Edges})
+		log.WithFields(log.Fields{"graph": graph}).Info("deleting data")
+		log.Info("VALUE OF DATA: ", data.Edges, data.Vertices)
+		conn.BulkDelete(&gripql.DeleteData{Graph: graph, Vertices: data.Vertices, Edges: data.Edges})
 
 		return nil
 	},
@@ -65,5 +83,7 @@ var Cmd = &cobra.Command{
 func init() {
 	flags := Cmd.Flags()
 	flags.StringVar(&host, "host", host, "grip server url")
+	flags.StringSliceVar(&edges, "edges", edges, "grip edges list")
+	flags.StringSliceVar(&vertices, "vertices", vertices, "grip vertices list")
 	flags.StringVar(&file, "file", file, "file name")
 }
diff --git a/gripql/python/gripql/graph.py b/gripql/python/gripql/graph.py
index 319c8b89..2b64d02b 100644
--- a/gripql/python/gripql/graph.py
+++ b/gripql/python/gripql/graph.py
@@ -137,12 +137,10 @@ def delete(self, vertices=[], edges=[]):
             "vertices": vertices,
             "edges": edges
         }
-        print("VALUE OF PAYLOAD: ", payload)
         response = self.session.delete(
             self.base_url + "/v1/graph",
             json=payload
         )
-        print("REPONSE HERE: ", response.json())
         raise_for_status(response)
         return response.json()