Reversehedging fixed

Previously, it was black and hard to read since the background is dark.

.config/dotnet-tools.json

@@ -9,7 +9,7 @@
       ]
     },
     "fable": {
-      "version": "4.0.6",
+      "version": "4.24.0",
       "commands": [
         "fable"
       ]
@@ -27,4 +27,4 @@
       ]
     }
   }
-}
+}

.devcontainer/Dockerfile

@@ -87,6 +87,15 @@ RUN dpkg -i /emumba/emumba-deribit-connector-3.3.1-Linux.LICENSE_DISABLED.deb \
 # Pcap
 RUN apt-get update && apt-get install -y libpcap0.8-dev
 
+# Databento (deps)
+RUN apt-get update && apt-get -y install libzstd-dev
+
+# Docker in Docker
+RUN apt-get update && apt-get install -y \
+    docker.io \
+    docker-compose \
+    docker-compose-v2
+
 # Set up default executables (update-alternatives)
 RUN \
    update-alternatives --install /usr/bin/clang clang /usr/bin/clang-$clang_major 100; \

.devcontainer/devcontainer.json

@@ -1,15 +1,10 @@
 {
   "dockerFile": "Dockerfile",
-  // Creates local dir to mount to HOME in docker 
-  "initializeCommand": "mkdir -p ${localEnv:HOME}/.bts/devcontainer-mounts/${devcontainerId}",
   "hostRequirements": {
-    "memory": "4gb",
-    "storage": "6gb"
+    "memory": "8gb",
+    "storage": "10gb"
   },
-  "postCreateCommand": "/home/bts/spark/docker/sparkd/dev/devcontainer_post_create.sh",
   "containerUser": "bts",
-  "workspaceMount": "source=${localWorkspaceFolder},target=/home/bts/spark,type=bind",
-  "workspaceFolder": "/home/bts/spark",
   "updateRemoteUserUID": true,
   "shutdownAction": "none",
   // Note: If running multiple containers on the same host, each must use a
@@ -17,31 +12,19 @@
   // example, if 8000-8003 is taken, go with 9000-9003, then 10000-10003, etc.
   "runArgs": [
     "--shm-size",
-    "2gb",
-    "-p",
-    "8000:8000",
-    "-p",
-    "8001:8001",
-    "-p",
-    "8002:8002",
-    "-p",
-    "8003:8003"
+    "8gb"
   ],
   "mounts": [
-    "source=${localEnv:HOME}/.bts/devcontainer-mounts/${devcontainerId},target=/home/bts,type=bind"
+    "source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind"
   ],
   "customizations": {
     "vscode": {
-      "settings": {
-        "clangd.arguments": [
-          "--compile-commands-dir=${workspaceFolder}/build/clang/debug"
-        ]
-      },
       "extensions": [
         "eamodio.gitlens",
         "llvm-vs-code-extensions.vscode-clangd",
         "ms-vscode.cmake-tools",
-        "ms-vscode.cpptools"
+        "ms-vscode.cpptools",
+        "xaver.clang-format"
       ]
     }
   }

.env

@@ -0,0 +1,48 @@
+# This file defines the global default configuration for docker deployments.
+# It is tracked in source control. For temporary modifications, please create
+# a separate file called ".env.local" (it's in .gitignore, so won't be tracked).
+# If a variable is defined in both files, the value in .env.local will be used.
+#
+# About the deployment procedure:
+#   We use Docker Compose to build images and launch containers for various services
+#   that make up our software suite:
+#     - sparkd
+#     - TODO: pubsub
+#     - TODO: md-publisher
+#     - TODO: webapp (DSQA on the web)
+#     - TODO: api-server (websocket based)
+#   From inside a devcontainer, you can launch all services in separate containers
+#   on your machine by running:
+#
+#     tools/deploy.sh
+#
+#   This script builds release versions for each service, packaged (generally) in
+#   self-contained directories. Next, it runs a few "docker compose" commands to
+#   build docker images loaded with the self-contained binaries from the previous
+#   step, and start containers with those images to run each service. To view the
+#   commands that deploy.sh runs internally (without actually running them), run:
+#
+#     tools/deploy.sh --dry-run
+#
+#   For additional information/help, run:
+#
+#     tools/deploy.sh --help
+#
+
+### Sparkd ###
+# The internal image for sparkd to use. For more info, view:
+#   src/server/sparkd/Dockerfile
+SPARKD__IMAGE=sparkd
+# The config dir for this service to use
+SPARKD__CONFIG_DIR=src/server/sparkd/configurations/dev
+# Mount a specific volume or dir to "~/sparkdata/data" inside the docker.
+# Defaults to a volume named "sparkd_<config_port>" (e.g., sparkd_8000).
+# SPARKD__DATA_DIR=/home/bts/sparkdata/data
+SPARKD__SOURCE_DIR=install/sparkd-release-gcc
+SPARKD__RUNTIME_CONF_DIR=/home/ubuntu/8000/sparkdata/conf/
+SPARKD__CONFIG_PORT=8000
+SPARKD__QUICKBUS_PORT=8001
+SPARKD__SIM_FIX_PORT=8002
+SPARKD__SHM_SIZE=4gb
+
+# TODO: add config for other services (pubsub, md-publisher, webapp, api-server, etc.)

.gitattributes

@@ -1,3 +1,3 @@
-*.cmd eol=crlf
-*.cs eol=crlf
-*.sh eol=lf
+*.cmd text=auto eol=crlf
+*.cs text=auto eol=crlf
+*.sh text=auto eol=lf

.gitignore

@@ -59,3 +59,4 @@ trace_data/
 .devcontainer/
 *.Generated.cs
 *.lst
+.env.local

.gitmodules

@@ -1,6 +1,6 @@
 [submodule "externals"]
 	path = externals
-	url = git@bitbucket.org:bluetradesys/externals.git
+	url = https://bitbucket.org/bluetradesys/externals.git
 [submodule "vcpkg"]
 	path = vcpkg
 	url = https://github.com/microsoft/vcpkg.git

.vscode/launch.json

@@ -1,6 +1,11 @@
 {
   "version": "0.2.0",
   "configurations": [
+    {
+      "name": ".NET Core Attach",
+      "type": "coreclr",
+      "request": "attach"
+    },
     {
       "name": "DataStreamPublisher",
       "type": "coreclr",
@@ -21,11 +26,55 @@
       "stopAtEntry": false,
       "console": "integratedTerminal"
     },
+    {
+      "name": "(gdb) Launch",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "/home/bts/spark/build/sparkd-debug-clang/server/sparkd",
+      "args": [
+        "run"
+      ],
+      "stopAtEntry": false,
+      "cwd": "/home/bts/spark/build/sparkd-debug-clang/server",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+    },
+    {
+      "name": "spreader tests2",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "/home/bts/spark/build/sparkd-debug-clang/server/sparkd",
+      "args": [
+        "test",
+        "[spreader2]"
+      ],
+      "stopAtEntry": false,
+      "cwd": "/home/bts/spark/build/sparkd-debug-clang/server",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+    },
+    {
+      "name": "spreader tests",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "/home/bts/spark/build/sparkd-debug-clang/server/sparkd",
+      "args": [
+        "test",
+        "[spreader]"
+      ],
+      "stopAtEntry": false,
+      "cwd": "/home/bts/spark/build/sparkd-debug-clang/server",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+    },
     {
       "name": "DataStreamQueryAnalyzer",
       "type": "coreclr",
       "request": "launch",
-      "preLaunchTask": "Build DataStream (Debug)",
+      //"preLaunchTask": "Build DataStreamQueryAnalyzer (Debug)",
       "program": "",
       "windows": {
         "program": "DataStreamQueryAnalyzer.exe",
@@ -74,6 +123,18 @@
       "stopAtEntry": false,
       "console": "integratedTerminal"
     },
+    {
+      "name": "Spark (Skip Build)",
+      "type": "coreclr",
+      "request": "launch",
+      "program": "",
+      "windows": {
+        "program": "Spark.exe",
+        "cwd": "build/Debug/bin/net7.0-windows",
+      },
+      "stopAtEntry": false,
+      "console": "integratedTerminal"
+    },
     {
       "name": "Spark (Parameterized)",
       "type": "coreclr",
@@ -92,21 +153,138 @@
       "console": "integratedTerminal"
     },
     {
-      "name": "Sparkd",
+      "name": "Spark Test",
       "type": "coreclr",
       "request": "launch",
-      "preLaunchTask": "Build Sparkd (Debug | Clang)",
       "program": "",
-      "linux": {
-        "program": "sparkd",
+      "windows": {
+        "preLaunchTask": "Build Spark (Debug)",
+        "program": "Spark.Console.exe",
+        "cwd": "build/Debug/bin/net7.0",
+        "args": [
+          "test",
+          "${input:sparkTest}"
+        ]
       },
-      "args": [
-        "run"
-      ],
-      "cwd": "build/sparkd-debug-clang/server",
       "stopAtEntry": false,
       "console": "integratedTerminal"
-    }
+    },
+    {
+      "name": "Spark Test (Skip Build)",
+      "type": "coreclr",
+      "request": "launch",
+      "program": "",
+      "windows": {
+        "program": "Spark.Console.exe",
+        "cwd": "build/Debug/bin/net7.0",
+        "args": [
+          "test",
+          "${input:sparkTest}"
+        ]
+      },
+      "stopAtEntry": false,
+      "console": "integratedTerminal"
+    },
+    {
+      "name": "Sparkd",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "",
+      "linux": {
+        "preLaunchTask": "Build Sparkd (Debug)",
+        "program": "${workspaceFolder}/build/sparkd-debug-clang/server/sparkd",
+        "args": [
+          "run"
+        ],
+        "stopAtEntry": false,
+        "cwd": "${workspaceFolder}/build/sparkd-debug-clang/server",
+        "environment": [],
+        "externalConsole": false,
+        "MIMode": "gdb",
+        "setupCommands": [
+          {
+            "description": "Enable pretty-printing for gdb",
+            "text": "-enable-pretty-printing",
+            "ignoreFailures": true
+          }
+        ]
+      }
+    },
+    {
+      "name": "Sparkd (Skip Build)",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "",
+      "linux": {
+        "program": "${workspaceFolder}/build/sparkd-debug-clang/server/sparkd",
+        "args": [
+          "run"
+        ],
+        "stopAtEntry": false,
+        "cwd": "${workspaceFolder}/build/sparkd-debug-clang/server",
+        "environment": [],
+        "externalConsole": false,
+        "MIMode": "gdb",
+        "setupCommands": [
+          {
+            "description": "Enable pretty-printing for gdb",
+            "text": "-enable-pretty-printing",
+            "ignoreFailures": true
+          }
+        ]
+      }
+    },
+    {
+      "name": "Sparkd Test",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "",
+      "linux": {
+        "preLaunchTask": "Build Sparkd (Debug)",
+        "program": "${workspaceFolder}/build/sparkd-debug-clang/server/sparkd",
+        "args": [
+          "test",
+          "${input:sparkdTest}",
+        ],
+        "stopAtEntry": false,
+        "cwd": "${workspaceFolder}/build/sparkd-debug-clang/server",
+        "environment": [],
+        "externalConsole": false,
+        "MIMode": "gdb",
+        "setupCommands": [
+          {
+            "description": "Enable pretty-printing for gdb",
+            "text": "-enable-pretty-printing",
+            "ignoreFailures": true
+          }
+        ]
+      }
+    },
+    {
+      "name": "Sparkd Test (Skip Build)",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "",
+      "linux": {
+        "program": "${workspaceFolder}/build/sparkd-debug-clang/server/sparkd",
+        "args": [
+          "test",
+          "${input:sparkdTest}",
+        ],
+        "stopAtEntry": false,
+        "cwd": "${workspaceFolder}/build/sparkd-debug-clang/server",
+        "environment": [],
+        "externalConsole": false,
+        "MIMode": "gdb",
+        "setupCommands": [
+          {
+            "description": "Enable pretty-printing for gdb",
+            "text": "-enable-pretty-printing",
+            "ignoreFailures": true
+          }
+        ]
+      }
+    },
   ],
   "inputs": [
     {
@@ -137,5 +315,15 @@
       "description": "Config Server URL",
       "default": "http://localhost:8000/config",
     },
+    {
+      "id": "sparkTest",
+      "type": "promptString",
+      "description": "Test to run",
+    },
+    {
+      "id": "sparkdTest",
+      "type": "promptString",
+      "description": "Test to run",
+    },
   ]
-}
+}

.vscode/tasks.json

@@ -526,6 +526,28 @@
         "color": "terminal.ansiGreen",
       },
     },
+    {
+      "label": "Run PubSubServer (Debug | Skip Build)",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "PubSubServer",
+      },
+      "windows": {
+        "command": "PubSubServer.exe",
+      },
+      "args": [
+        "--config",
+        "${workspaceFolder}/src/DataStreamSuite/PubSubServer/Configurations/${input:pubSubServerConfig}.json",
+      ],
+      "options": {
+        "cwd": "${workspaceFolder}/build/Debug/bin/net7.0"
+      },
+      "icon": {
+        "id": "run",
+        "color": "terminal.ansiGreen",
+      },
+    },
     {
       "label": "Run PubSubServer (Release)",
       "dependsOn": "Build DataStream (Release)",
@@ -549,6 +571,28 @@
         "color": "terminal.ansiGreen",
       },
     },
+    {
+      "label": "Run PubSubServer (Release | Skip Build)",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "PubSubServer",
+      },
+      "windows": {
+        "command": "PubSubServer.exe",
+      },
+      "args": [
+        "--config",
+        "${workspaceFolder}/src/DataStreamSuite/PubSubServer/Configurations/${input:pubSubServerConfig}.json",
+      ],
+      "options": {
+        "cwd": "${workspaceFolder}/build/Release/bin/net7.0"
+      },
+      "icon": {
+        "id": "run",
+        "color": "terminal.ansiGreen",
+      },
+    },
     {
       "label": "Run Spark",
       "dependsOn": "Build Spark",
@@ -597,6 +641,21 @@
         "color": "terminal.ansiGreen",
       }
     },
+    {
+      "label": "Run Spark (Skip Build)",
+      "type": "process",
+      "command": "",
+      "windows": {
+        "command": "Spark.exe",
+        "options": {
+          "cwd": "${workspaceFolder}/build/${input:buildConfiguration}/bin/net7.0-windows"
+        },
+      },
+      "icon": {
+        "id": "run",
+        "color": "terminal.ansiGreen",
+      }
+    },
     {
       "label": "Run Spark Config Query",
       "dependsOn": "Build Spark",
@@ -640,6 +699,24 @@
         "color": "terminal.ansiGreen",
       },
     },
+    {
+      "label": "Run Sparkd (Skip Build)",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "sparkd",
+      },
+      "args": [
+        "run"
+      ],
+      "options": {
+        "cwd": "${workspaceFolder}/build/${input:sparkdCmakePreset}/server"
+      },
+      "icon": {
+        "id": "run",
+        "color": "terminal.ansiGreen",
+      },
+    },
     {
       "label": "Run Sparkd Config Query",
       "dependsOn": "Build Sparkd",
@@ -661,6 +738,65 @@
         "color": "terminal.ansiGreen",
       },
     },
+    {
+      "label": "Test Spark (Debug)",
+      "dependsOn": "Build Spark (Debug)",
+      "type": "process",
+      "icon": {
+        "id": "coverage",
+        "color": "terminal.ansiYellow",
+      },
+      "command": "",
+      "windows": {
+        "command": "Spark.Console.exe",
+        "args": [
+          "test",
+          "${input:sparkTest}"
+        ],
+        "options": {
+          "cwd": "${workspaceFolder}/build/Debug/bin/net7.0",
+        }
+      },
+    },
+    {
+      "label": "Test Sparkd",
+      "dependsOn": "Build Sparkd",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "sparkd",
+      },
+      "args": [
+        "test",
+        "${input:sparkdTest}",
+      ],
+      "options": {
+        "cwd": "${workspaceFolder}/build/${input:sparkdCmakePreset}/server"
+      },
+      "icon": {
+        "id": "coverage",
+        "color": "terminal.ansiYellow",
+      },
+    },
+    {
+      "label": "Test Sparkd (Skip Build)",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "sparkd",
+      },
+      "args": [
+        "test",
+        "${input:sparkdTest}",
+      ],
+      "options": {
+        "cwd": "${workspaceFolder}/build/${input:sparkdCmakePreset}/server"
+      },
+      "icon": {
+        "id": "coverage",
+        "color": "terminal.ansiYellow",
+      },
+    },
     {
       "label": "View DataStreamQueryAnalyzer Logs (Last Run)",
       "type": "process",
@@ -684,6 +820,36 @@
         "id": "wrench"
       },
     },
+    {
+      "label": "View PubSubServer Logs (Last Run)",
+      "type": "process",
+      "command": "",
+      "linux": {
+        "command": "tools/logging/show_last_run.sh",
+        "args": [
+          "${env:HOME}/.local/share/DataStream/data/logging.PubSubServer",
+          "Starting PubSubServer"
+        ]
+      },
+      "windows": {
+        "command": "tools/logging/show_last_run.cmd",
+        "args": [
+          "DataStream",
+          "PubSubServer.exe",
+          "Starting PubSubServer"
+        ]
+      },
+      "presentation": {
+        "reveal": "always",
+        "focus": true,
+        "panel": "shared",
+        "showReuseMessage": false,
+        "close": true,
+      },
+      "icon": {
+        "id": "wrench"
+      },
+    },
   ],
   "inputs": [
     {
@@ -749,6 +915,16 @@
       "id": "sparkdConfigQuery",
       "type": "promptString",
       "description": "Config Type(s)"
-    }
+    },
+    {
+      "id": "sparkTest",
+      "type": "promptString",
+      "description": "Test to run",
+    },
+    {
+      "id": "sparkdTest",
+      "type": "promptString",
+      "description": "Test to run",
+    },
   ]
 }

CMakeLists.txt

@@ -1,7 +1,10 @@
 cmake_minimum_required(VERSION 3.12)
 project(spark)
+include(GNUInstallDirs)
+include(${CMAKE_SOURCE_DIR}/cmake/GitVersion.cmake)
 set(CMAKE_CXX_STANDARD 20)
 
+get_version_from_git()
 if(WIN32)
   set(platform "windows")
 else()
@@ -49,8 +52,6 @@ else()
   # make sparkd look for libspark.so in its directory
   set(CMAKE_BUILD_WITH_INSTALL_RPATH TRUE)
   set(CMAKE_INSTALL_RPATH ".")
-  set(CMAKE_INSTALL_PREFIX "${CMAKE_SOURCE_DIR}/install")
-  set(SPARK_INSTALL_PREFIX "${CMAKE_INSTALL_PREFIX}/$<CONFIG>")
 
   if(BUILD_SPARKD)
     # Note: All macros that begin w/ 'CCAPI' are ccapi's macros (defined and/or
@@ -89,9 +90,15 @@ else()
     add_compile_definitions(BINANCE_US_PRICE_STATS_PATH="/api/v3/ticker/24hr")
 
     # ** Binance USDS Futures **
-    add_compile_definitions(CCAPI_BINANCE_USDS_FUTURES_URL_REST_BASE="https://dapi.binance.com")
-    add_compile_definitions(BINANCE_USDS_FUTURES_INSTRUMENTS_PATH="/dapi/v1/exchangeInfo")
-    add_compile_definitions(BINANCE_USDS_FUTURES_PRICE_STATS_PATH="/dapi/v1/ticker/24hr")
+    add_compile_definitions(CCAPI_BINANCE_USDS_FUTURES_URL_REST_BASE="https://fapi.binance.com")
+    add_compile_definitions(BINANCE_USDS_FUTURES_INSTRUMENTS_PATH="/fapi/v1/exchangeInfo")
+    add_compile_definitions(BINANCE_USDS_FUTURES_PRICE_STATS_PATH="/fapi/v1/ticker/24hr")
+    add_compile_definitions(BINANCE_USDS_FUTURES_USER_DATA_PATH="/api/v3/userDataStream")
+
+    # ** Binance Coin Futures **
+    add_compile_definitions(CCAPI_BINANCE_COIN_FUTURES_URL_REST_BASE="https://dapi.binance.com")
+    add_compile_definitions(BINANCE_COIN_FUTURES_INSTRUMENTS_PATH="/dapi/v1/exchangeInfo")
+    add_compile_definitions(BINANCE_COIN_FUTURES_PRICE_STATS_PATH="/dapi/v1/ticker/24hr")
 
     # ** Deribit **
     add_compile_definitions(DERIBIT_INSTRUMENT_PATH="/api/v2/public/get_instrument")
@@ -111,6 +118,7 @@ else()
 
   # subdirs
   if (BUILD_SPARKD)
+    add_subdirectory(src/lib_binance_execution)
     add_subdirectory(src/server/sparkd)
     add_subdirectory(src/data_files)
   endif()
@@ -132,6 +140,8 @@ else()
       COMMAND ln ARGS -sf ${CMAKE_BINARY_DIR}/src/server/sparkd/sparkd ${CMAKE_BINARY_DIR}/server
       COMMAND ln ARGS -sf ${CMAKE_BINARY_DIR}/data_files ${CMAKE_BINARY_DIR}/server
       COMMAND ln ARGS -sf ${CMAKE_BINARY_DIR}/src/lib/libspark.so ${CMAKE_BINARY_DIR}/server
+      COMMAND ln ARGS -sf ${EXTERNALS_ROOT}/lib/${CMAKE_BUILD_TYPE}/libonixs-fix-engine.so.4 ${CMAKE_BINARY_DIR}/server
+      
       COMMAND
         ln ARGS -sf
         ${EXTERNALS_ROOT}/lib/Release/libOnixS.IceImpactMulticastPriceFeedHandlerCpp.so.3.16.0.0
@@ -145,11 +155,14 @@ else()
 
     install(
       DIRECTORY "${CMAKE_BINARY_DIR}/server/plugins"
-      DESTINATION "${SPARK_INSTALL_PREFIX}/bin")
+      DESTINATION "${CMAKE_INSTALL_BINDIR}")
     install(
       FILES
       "${SPARK_LIB}/libACE-5.7.5.so"
       "${SPARK_LIB}/libOnixS.IceImpactMulticastPriceFeedHandlerCpp.so.3.16.0.0"
-      DESTINATION "${SPARK_INSTALL_PREFIX}/bin")
+      "${SPARK_LIB}/libonixs-fix-engine.so.4.10.1"
+      "${SPARK_LIB}/libonixs-fix-engine.so.4"
+      "${SPARK_LIB}/libonixs-fix-engine.so"
+      DESTINATION "${CMAKE_INSTALL_BINDIR}")
   endif()
 endif()

CMakePresets.json

@@ -26,6 +26,7 @@
         "CMAKE_CXX_FLAGS_DEBUG": "$env{SPARK_CMAKE_CXX_FLAGS} /MTd",
         "CMAKE_CXX_FLAGS_RELEASE": "$env{SPARK_CMAKE_CXX_FLAGS} /MT",
         "CMAKE_CXX_STANDARD": "20",
+        "CMAKE_INSTALL_PREFIX": "${sourceDir}/install/${presetName}",
         "CMAKE_SHARED_LINKER_FLAGS_DEBUG": "/DEBUG",
         "CMAKE_SHARED_LINKER_FLAGS_RELEASE": "/OPT:REF /OPT:ICF /LTCG",
         "CMAKE_TOOLCHAIN_FILE": "${sourceDir}/vcpkg/scripts/buildsystems/vcpkg.cmake",
@@ -61,7 +62,7 @@
         },
         "CMAKE_CXX_STANDARD": "20",
         "CMAKE_INSTALL_RPATH": ".",
-        "CMAKE_INSTALL_PREFIX": "${sourceDir}/install/${presetName}/sparkd",
+        "CMAKE_INSTALL_PREFIX": "${sourceDir}/install/${presetName}",
         "CMAKE_EXE_LINKER_FLAGS": "-Wno-undef",
         "EXTERNALS_ROOT": "${sourceDir}/externals/linux",
         "BUILD_SDK": {
@@ -302,16 +303,7 @@
         "lhs": "${hostSystemName}",
         "rhs": "Linux"
       },
-      "hidden": true,
-      "targets": [
-        "data_files_dir",
-        "admin_web_app_bundle",
-        "install",
-        "libspark",
-        "rapidjson_project",
-        "server_layout",
-        "sparkd"
-      ]
+      "hidden": true
     },
 
     {

Spark.Api.Server.sln

@@ -14,6 +14,34 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "spark_test", "src\client\sp
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Spark.Console", "src\client\Spark.Console\Spark.Console.csproj", "{89D666E6-B500-498F-B026-4D167F68ADFC}"
 EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{267F81EF-A8AB-49FD-9F56-D7EC3C1F7C7C}"
+EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "DataStreamSuite", "DataStreamSuite", "{C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "DataStreamCore", "src\DataStreamSuite\DataStreamCore\DataStreamCore.csproj", "{EF26A475-6101-4C9C-A717-D60BB92A2302}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "SharedStreams", "src\DataStreamSuite\SharedStreams\SharedStreams.csproj", "{911B08A3-515A-441D-84C8-8A43740B5FC1}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "PubSub", "src\DataStreamSuite\PubSub\PubSub.csproj", "{14140310-2233-430A-821B-F3058A25234B}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BaseUtilities", "src\DataStreamSuite\BaseUtilities\BaseUtilities.csproj", "{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ExpressionCore", "src\DataStreamSuite\ExpressionCore\ExpressionCore.csproj", "{6F22DB96-6EAB-4034-99D9-287021C36F01}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ArithmeticExpressions", "src\DataStreamSuite\ArithmeticExpressions\ArithmeticExpressions.csproj", "{A5C33956-A41F-49B3-A41D-1082CBA59D02}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "DataStreamExpressions", "src\DataStreamSuite\DataStreamExpressions\DataStreamExpressions.csproj", "{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bts.ColumnSortExpressions", "src\DataStreamSuite\Bts.ColumnSortExpressions\Bts.ColumnSortExpressions.csproj", "{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ColumnMapExpressions", "src\DataStreamSuite\ColumnMapExpressions\ColumnMapExpressions.csproj", "{B945A183-2174-4ACB-B289-8A5C546656FE}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BooleanExpressions", "src\DataStreamSuite\BooleanExpressions\BooleanExpressions.csproj", "{9F6D7DE8-185B-4C1D-B809-3314D092DF28}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bts.ColumnExpressions", "src\DataStreamSuite\Bts.ColumnExpressions\Bts.ColumnExpressions.csproj", "{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}"
+EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "DataStream", "src\DataStreamSuite\DataStream\DataStream.csproj", "{39AEA075-6457-46C0-8821-1158BE6EFA57}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|x64 = Debug|x64
@@ -70,6 +98,102 @@ Global
 		{89D666E6-B500-498F-B026-4D167F68ADFC}.Release|x64.Build.0 = Release|x64
 		{89D666E6-B500-498F-B026-4D167F68ADFC}.RelWithDebInfo|x64.ActiveCfg = Debug|x64
 		{89D666E6-B500-498F-B026-4D167F68ADFC}.RelWithDebInfo|x64.Build.0 = Debug|x64
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.Debug|x64.Build.0 = Debug|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.Release|x64.ActiveCfg = Release|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.Release|x64.Build.0 = Release|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{EF26A475-6101-4C9C-A717-D60BB92A2302}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.Debug|x64.Build.0 = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.Release|x64.ActiveCfg = Release|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.Release|x64.Build.0 = Release|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{911B08A3-515A-441D-84C8-8A43740B5FC1}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.Debug|x64.Build.0 = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.Release|x64.ActiveCfg = Release|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.Release|x64.Build.0 = Release|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{14140310-2233-430A-821B-F3058A25234B}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.Debug|x64.Build.0 = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.Release|x64.ActiveCfg = Release|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.Release|x64.Build.0 = Release|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.Debug|x64.Build.0 = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.Release|x64.ActiveCfg = Release|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.Release|x64.Build.0 = Release|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{6F22DB96-6EAB-4034-99D9-287021C36F01}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.Debug|x64.Build.0 = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.Release|x64.ActiveCfg = Release|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.Release|x64.Build.0 = Release|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.Debug|x64.Build.0 = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.Release|x64.ActiveCfg = Release|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.Release|x64.Build.0 = Release|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.Debug|x64.Build.0 = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.Release|x64.ActiveCfg = Release|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.Release|x64.Build.0 = Release|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.Debug|x64.Build.0 = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.Release|x64.ActiveCfg = Release|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.Release|x64.Build.0 = Release|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{B945A183-2174-4ACB-B289-8A5C546656FE}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.Debug|x64.Build.0 = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.Release|x64.ActiveCfg = Release|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.Release|x64.Build.0 = Release|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{39AEA075-6457-46C0-8821-1158BE6EFA57}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.Debug|x64.Build.0 = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.Release|x64.ActiveCfg = Release|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.Release|x64.Build.0 = Release|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.Debug|x64.Build.0 = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.MinSizeRel|x64.ActiveCfg = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.MinSizeRel|x64.Build.0 = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.Release|x64.ActiveCfg = Release|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.Release|x64.Build.0 = Release|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.RelWithDebInfo|x64.ActiveCfg = Debug|Any CPU
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B}.RelWithDebInfo|x64.Build.0 = Debug|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
@@ -80,4 +204,19 @@ Global
 	GlobalSection(Performance) = preSolution
 		HasPerformanceSessions = true
 	EndGlobalSection
+	GlobalSection(NestedProjects) = preSolution
+		{C09ED521-D2DF-40BC-A76F-EB3CB870B2F6} = {267F81EF-A8AB-49FD-9F56-D7EC3C1F7C7C}
+		{EF26A475-6101-4C9C-A717-D60BB92A2302} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{911B08A3-515A-441D-84C8-8A43740B5FC1} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{14140310-2233-430A-821B-F3058A25234B} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{43146EA8-6FCC-46B8-88B0-42F9BB5E6E0A} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{6F22DB96-6EAB-4034-99D9-287021C36F01} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{A5C33956-A41F-49B3-A41D-1082CBA59D02} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{2FE745C3-1EDF-4421-8CD7-A63EE0C1AE43} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{FDA791E0-2B91-4AD5-B91D-CF920A4C4E38} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{B945A183-2174-4ACB-B289-8A5C546656FE} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{39AEA075-6457-46C0-8821-1158BE6EFA57} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{9F6D7DE8-185B-4C1D-B809-3314D092DF28} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+		{6BD3F6D8-B6FC-44E8-B8FE-06352F638B9B} = {C09ED521-D2DF-40BC-A76F-EB3CB870B2F6}
+	EndGlobalSection
 EndGlobal

cmake/GitVersion.cmake

@@ -0,0 +1,48 @@
+include_guard(GLOBAL)
+
+function(get_version_from_git)
+  find_package(Git QUIET)
+  if(NOT Git_FOUND)
+    message(WARNING "Git not found")
+    return()
+  endif()
+
+  execute_process(
+    COMMAND ${GIT_EXECUTABLE} describe --tags --always
+    WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
+    OUTPUT_VARIABLE GIT_TAG
+    OUTPUT_STRIP_TRAILING_WHITESPACE
+    RESULT_VARIABLE GIT_RESULT
+  )
+
+  if(NOT GIT_RESULT EQUAL 0)
+    message(WARNING "Failed to get git tag")
+    return()
+  endif()
+
+  execute_process(
+    COMMAND ${GIT_EXECUTABLE} rev-parse --short=7 HEAD
+    WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
+    OUTPUT_VARIABLE GIT_COMMIT_SHORT_HASH
+    OUTPUT_STRIP_TRAILING_WHITESPACE
+  )
+  set(PROJECT_VERSION_BUILD_METADATA ${GIT_COMMIT_SHORT_HASH})
+  set(PROJECT_VERSION_BUILD_METADATA ${GIT_COMMIT_SHORT_HASH} PARENT_SCOPE)
+
+  string(REGEX REPLACE "^v" "" CLEAN_TAG "${GIT_TAG}")
+  if(CLEAN_TAG MATCHES "^([0-9]+)\\.([0-9]+)\\.([0-9]+)(-.*)?$")
+    set(PROJECT_VERSION_MAJOR ${CMAKE_MATCH_1})
+    set(PROJECT_VERSION_MAJOR ${CMAKE_MATCH_1} PARENT_SCOPE)
+    set(PROJECT_VERSION_MINOR ${CMAKE_MATCH_2})
+    set(PROJECT_VERSION_MINOR ${CMAKE_MATCH_2} PARENT_SCOPE)
+    set(PROJECT_VERSION_PATCH ${CMAKE_MATCH_3})
+    set(PROJECT_VERSION_PATCH ${CMAKE_MATCH_3} PARENT_SCOPE)
+
+    set(PROJECT_VERSION "${CMAKE_MATCH_1}.${CMAKE_MATCH_2}.${CMAKE_MATCH_3}") 
+    set(PROJECT_VERSION "${CMAKE_MATCH_1}.${CMAKE_MATCH_2}.${CMAKE_MATCH_3}" PARENT_SCOPE)
+    set(PROJECT_VERSION_FULL "${CMAKE_MATCH_1}.${CMAKE_MATCH_2}.${CMAKE_MATCH_3}+${GIT_COMMIT_SHORT_HASH}")
+    set(PROJECT_VERSION_FULL "${CMAKE_MATCH_1}.${CMAKE_MATCH_2}.${CMAKE_MATCH_3}+${GIT_COMMIT_SHORT_HASH}" PARENT_SCOPE)
+  else()
+    message(WARNING "Tag '${CLEAN_TAG}' does not match semver format")
+  endif()
+endfunction()

cmake/ProtobufGenerateFs.cmake

@@ -0,0 +1,49 @@
+include_guard(DIRECTORY)
+
+function(protobuf_generate_fs)
+  set(_options)
+  set(_one_value_args TARGET_NAME OUT_DIR PROTOC)
+  set(_multi_value_args PROTO_INCLUDE_DIRS PROTO_SOURCES)
+  cmake_parse_arguments(_ARGS "${_options}" "${_one_value_args}" "${_multi_value_args}" ${ARGN})
+
+  if (NOT DEFINED _ARGS_TARGET_NAME)
+    set(_ARGS_TARGET_NAME "${PROJECT_NAME}_generate_fs_protos")
+  endif()
+  if (NOT DEFINED _ARGS_PROTOC)
+    set(_ARGS_PROTOC "${SPARK_BIN}/protoc")
+  endif()
+
+  set(_proto_include_cli_args)
+  foreach(_dir ${_ARGS_PROTO_INCLUDE_DIRS})
+    list(APPEND _proto_include_cli_args -I ${_dir})
+  endforeach()
+
+  set(_outputs)
+  foreach(_proto_source ${_ARGS_PROTO_SOURCES})
+    # get_filename_component(_abs_proto_source ${_proto_source} ABSOLUTE)
+    get_filename_component(_proto_source_we ${_proto_source} NAME_WE)
+    # get_filename_component(_proto_source_dir ${_proto_source} DIRECTORY)
+    list(APPEND _outputs ${_ARGS_OUT_DIR}/${_proto_source_we}.fable.fs)
+  endforeach()
+
+  set(_venv_exec ${CMAKE_SOURCE_DIR}/tools/venv_exec.sh)
+  set(_plugin_py ${CMAKE_SOURCE_DIR}/src/lib/api/service_compiler/plugin.py)
+  set(_template_fs ${CMAKE_SOURCE_DIR}/src/lib/api/service_compiler/templates/fs/fable.fs)
+  add_custom_command(
+    OUTPUT ${_outputs}
+    WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
+    COMMAND ${_venv_exec}
+      ${_ARGS_PROTOC}
+      --plugin=protoc-gen-service=${_plugin_py}
+      --service_out=lang=fs,strip_out_path=1:${_ARGS_OUT_DIR}
+      ${_proto_include_cli_args}
+      ${_ARGS_PROTO_SOURCES}
+    DEPENDS
+      ${_venv_exec}
+      ${_plugin_py}
+      ${_template_fs}
+      ${CMAKE_CURRENT_SOURCE_DIR}/package-lock.json
+      ${_ARGS_PROTO_SOURCES}
+  )
+  add_custom_target(${_ARGS_TARGET_NAME} ALL DEPENDS "${_outputs}")
+endfunction()

cmake/ProtobufGenerateJs.cmake

@@ -0,0 +1,33 @@
+include_guard(DIRECTORY)
+
+function(protobuf_generate_js)
+  set(_options)
+  set(_one_value_args TARGET_NAME OUTPUT)
+  set(_multi_value_args PROTO_INCLUDE_DIRS PROTO_SOURCES)
+  cmake_parse_arguments(_ARGS "${_options}" "${_one_value_args}" "${_multi_value_args}" ${ARGN})
+
+  if (NOT DEFINED _ARGS_TARGET_NAME)
+    set(_ARGS_TARGET_NAME "${PROJECT_NAME}_generate_js_protos")
+  endif()
+
+  set(_proto_include_cli_args)
+  foreach(_dir ${_ARGS_PROTO_INCLUDE_DIRS})
+    list(APPEND _proto_include_cli_args -p ${_dir})
+  endforeach()
+
+  add_custom_command(
+    OUTPUT ${_ARGS_OUTPUT}
+    WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
+    COMMAND npx
+      --no-install pbjs
+      -t json-module
+      -w commonjs
+      -o ${_ARGS_OUTPUT}
+      ${_proto_include_cli_args}
+      ${_ARGS_PROTO_SOURCES}
+    DEPENDS
+      ${CMAKE_CURRENT_SOURCE_DIR}/package-lock.json
+      ${_ARGS_PROTO_SOURCES}
+  )
+  add_custom_target(${_ARGS_TARGET_NAME} ALL DEPENDS ${_ARGS_OUTPUT})
+endfunction()

cmake/SymLink.cmake

@@ -0,0 +1,49 @@
+include_guard(DIRECTORY)
+include(${CMAKE_SOURCE_DIR}/cmake/TernaryOperator.cmake)
+
+function(sym_link_dir)
+  set(_options)
+  set(_one_value_args TARGET_NAME SOURCE DEST COMMENT)
+  set(_multi_value_args)
+  cmake_parse_arguments(_ARGS "${_options}" "${_one_value_args}" "${_multi_value_args}" ${ARGN})
+  add_custom_command(
+    OUTPUT ${_ARGS_DEST}
+    COMMAND ln ARGS -sf ${_ARGS_SOURCE} ${_ARGS_DEST}
+  )
+  set_ternary(_comment _ARGS_COMMENT "${_ARGS_COMMENT}" "linking dir ${_ARGS_SOURCE} -> ${_ARGS_DEST}")
+  add_custom_target(
+    ${_ARGS_TARGET_NAME} ALL
+    DEPENDS ${_ARGS_DEST}
+    COMMENT "${_comment}"
+  )
+endfunction()
+
+function(sym_link_file)
+  set(_options)
+  set(_one_value_args SOURCE DEST INSTALL_DEST)
+  set(_multi_value_args)
+  cmake_parse_arguments(_ARGS "${_options}" "${_one_value_args}" "${_multi_value_args}" ${ARGN})
+  file(
+    CREATE_LINK
+      ${_ARGS_SOURCE}
+      ${_ARGS_DEST}
+    SYMBOLIC
+  )
+  if (DEFINED _ARGS_INSTALL_DEST)
+    install(
+      FILES
+      ${_ARGS_SOURCE}
+      DESTINATION ${_ARGS_INSTALL_DEST}
+    )
+  endif()
+endfunction()
+
+function(sym_link_local_lib LIB_NAME)
+  set(_lib_file_name "${CMAKE_SHARED_LIBRARY_PREFIX}${LIB_NAME}.so")
+  file(
+    CREATE_LINK
+      "${CMAKE_BINARY_DIR}/src/lib_${LIB_NAME}/${_lib_file_name}"
+      "${CMAKE_CURRENT_BINARY_DIR}/${_lib_file_name}"
+    SYMBOLIC
+  )
+endfunction()

cmake/TernaryOperator.cmake

@@ -0,0 +1,9 @@
+include_guard(GLOBAL)
+
+macro(set_ternary RESULT CONDITION TRUE_VALUE FALSE_VALUE)
+  if(${CONDITION})
+    set(${RESULT} ${TRUE_VALUE})
+  else()
+    set(${RESULT} ${FALSE_VALUE})
+  endif()
+endmacro()

cmake/version.h.in

@@ -0,0 +1,11 @@
+#ifndef BTS_SPARK_VERSION_H
+#define BTS_SPARK_VERSION_H
+
+#define BTS_SPARK_VERSION_MAJOR @PROJECT_VERSION_MAJOR@
+#define BTS_SPARK_VERSION_MINOR @PROJECT_VERSION_MINOR@
+#define BTS_SPARK_VERSION_PATCH @PROJECT_VERSION_PATCH@
+#define BTS_SPARK_VERSION_BUILD_METADATA @PROJECT_VERSION_BUILD_METADATA@
+#define BTS_SPARK_VERSION "@PROJECT_VERSION@"
+#define BTS_SPARK_VERSION_FULL "@PROJECT_VERSION_FULL@"
+
+#endif

compose.yaml

@@ -0,0 +1,100 @@
+services:
+  sparkd:
+    volumes:
+      - ${SPARKD__DATA_DIR:-sparkd_data}:/home/bts/sparkdata/data
+    build:
+      dockerfile: src/server/sparkd/Dockerfile
+      args:
+        - IMAGE=${SPARKD__IMAGE}
+        - SOURCE_DIR=${SPARKD__SOURCE_DIR}
+        - CONFIG_DIR=${SPARKD__CONFIG_DIR}
+    shm_size: "${SPARKD__SHM_SIZE:-512mb}"
+    command: >
+      sh -c "
+        echo bts | sudo -S chown -R bts:bts /home/bts/sparkdata/data
+        if [ -e "/home/bts/sparkdata/data/logging.sparkd/log" ]; then
+          mv "/home/bts/sparkdata/data/logging.sparkd/log" "/home/bts/sparkdata/data/logging.sparkd/log_$(date '+%Y%m%d-%H%M')"
+        fi
+        if [ -e "/home/bts/sparkdata/conf/.env.local" ]; then
+          echo 'Sourcing /home/bts/sparkdata/conf/.env.local'
+          set -a
+          . /home/bts/sparkdata/conf/.env.local
+          set +a
+        fi
+        ./sparkd run"
+    env_file:
+      - .env
+      - ${SPARKD__CONFIG_DIR}/.env
+    ports:
+      - "${SPARKD__CONFIG_PORT}:${SPARKD__CONFIG_PORT}"
+      - "${SPARKD__QUICKBUS_PORT}:${SPARKD__QUICKBUS_PORT}"
+      - "${SPARKD__SIM_FIX_PORT}:${SPARKD__SIM_FIX_PORT}"
+    deploy:
+      resources:
+        limits:
+          memory: "${SPARKD__MEMORY:-4gb}"
+  sparkd-symbols:
+    volumes:
+      - ${SPARKD__DATA_DIR:-sparkd_data}:/home/bts/sparkdata/data
+      - ${SPARKD__RUNTIME_CONF_DIR:-sparkd_conf}:/home/bts/sparkdata/conf
+    build:
+      dockerfile: src/server/sparkd/Dockerfile
+      args:
+        - IMAGE=${SPARKD__IMAGE}
+        - SOURCE_DIR=${SPARKD__SOURCE_DIR}
+        - CONFIG_DIR=${SPARKD__CONFIG_DIR}
+    shm_size: "${SPARKD__SHM_SIZE:-512mb}"
+    command: >
+      sh -c "
+        echo bts | sudo -S chown -R bts:bts /home/bts/sparkdata/data
+        if [ -e "/home/bts/sparkdata/data/logging.sparkd/log" ]; then
+          mv "/home/bts/sparkdata/data/logging.sparkd/log" "/home/bts/sparkdata/data/logging.sparkd/log_$(date '+%Y%m%d-%H%M')"
+        fi
+        ls -alh /home/bts/sparkdata/conf/
+        cat /home/bts/sparkdata/conf/.env.local
+        if [ -e "/home/bts/sparkdata/conf/.env.local" ]; then
+          echo 'Sourcing /home/bts/sparkdata/conf/.env.local'
+          set -a
+          . /home/bts/sparkdata/conf/.env.local
+          set +a
+        fi
+        ./sparkd run"
+    env_file:
+      - .env
+      - ${SPARKD__CONFIG_DIR}/.env
+    ports:
+      - "${SPARKD__CONFIG_PORT}:${SPARKD__CONFIG_PORT}"
+      - "${SPARKD__QUICKBUS_PORT}:${SPARKD__QUICKBUS_PORT}"
+      - "${SPARKD__SIM_FIX_PORT}:${SPARKD__SIM_FIX_PORT}"
+    deploy:
+      resources:
+        limits:
+          memory: "${SPARKD__MEMORY:-4gb}"
+
+  sparkd-tail:
+    image: bluetradingsystems/linux_dotnet7
+    volumes:
+      - type: volume
+        read_only: true
+        source: sparkd_data
+        target: /home/bts/sparkdata/data/logging.sparkd
+        volume:
+          subpath: logging.sparkd
+    command: ["tail", "-f", "/home/bts/sparkdata/data/logging.sparkd/log"]
+
+  sparkd-ping-test:
+    depends_on:
+      - sparkd
+    profiles:
+      - ping-test
+    build:
+      context: .
+      dockerfile_inline: |
+        FROM bluetradingsystems/linux_dotnet7
+        USER "root"
+        RUN apt-get update && apt-get -y install iputils-ping
+    command: [ "ping", "sparkd" ]
+
+volumes:
+  sparkd_data:
+    name: "sparkd_${SPARKD__CONFIG_PORT:-8000}"

docker/images/bluetradingsystems/linux_dotnet7/Dockerfile

@@ -0,0 +1,38 @@
+FROM ubuntu:22.04
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && apt-get install -y pkg-config
+RUN apt-get update && apt-get install -y locales
+RUN apt-get update && apt-get install -y ca-certificates
+RUN apt-get update && apt-get install -y libssh2-1-dev
+RUN apt-get update && apt-get install -y software-properties-common
+RUN apt-get update && apt-get install -y sudo
+
+# GCC
+ARG gcc_major=13
+RUN add-apt-repository ppa:ubuntu-toolchain-r/test \
+  && apt-get update \
+  && apt-get install -y g++-$gcc_major
+
+RUN apt-get update \
+  && apt-get install -y dotnet7
+
+RUN locale-gen en_US.UTF-8
+
+ARG docker_user="bts"
+ARG docker_uid="1000"
+ARG docker_pass="bts"
+
+RUN \
+  groupadd -g "$docker_uid" "$docker_user" \
+  && useradd \
+  -m \
+  -u "$docker_uid" \
+  -g "$docker_uid" \
+  -G sudo \
+  --password "$(openssl passwd -1 "$docker_pass")" \
+  "$docker_user"
+
+USER bts
+WORKDIR /home/bts

requirements.txt

@@ -1,11 +1,20 @@
 astroid==2.7.3
 autopep8==1.5.7
+blinker==1.9.0
+boto3==1.37.9
+botocore==1.37.9
 certifi==2023.5.7
 charset-normalizer==3.1.0
+click==8.1.8
 colorama==0.4.4
+Flask==3.1.0
 idna==3.4
 isort==5.9.3
+itsdangerous==2.2.0
+Jinja2==3.1.6
+jmespath==1.0.1
 lazy-object-proxy==1.6.0
+MarkupSafe==3.0.2
 mccabe==0.6.1
 platformdirs==2.3.0
 protobuf==4.21.12
@@ -14,9 +23,14 @@ pycodestyle==2.7.0
 pycparser==2.20
 pylint==2.10.2
 PyMeta3==0.5.1
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
 requests==2.31.0
+s3transfer==0.11.4
+six==1.17.0
 termcolor==1.1.0
 toml==0.10.2
 urllib3==2.0.3
+Werkzeug==3.1.3
 wrapt==1.12.1
 yapf==0.31.0

src/DataStreamSuite/DataStream/DataStream.csproj

@@ -18,8 +18,11 @@
 
   <ItemGroup>
     <PackageReference Include="HtmlAgilityPack" Version="1.11.57" />
+    <PackageReference Include="Microsoft.Data.Analysis" Version="0.21.1" />
     <PackageReference Include="MongoDB.Bson" Version="2.23.1" />
     <PackageReference Include="MongoDB.Driver" Version="2.23.1" />
+    <PackageReference Include="Parquet.Net" Version="5.0.1" />
+    <PackageReference Include="System.Data.SQLite" Version="1.0.118" />
   </ItemGroup>
 
 </Project>

src/DataStreamSuite/DataStream/Misc/DSLStream.cs

@@ -0,0 +1,32 @@
+namespace bts.SilverPine {
+   using System;
+   using BCG;
+   using System.Collections.Generic;
+   using Bts.DataStreamExpressions;
+
+   // All this does is take in a dsl expression, parse it and fire the data that come out of running it.
+   // So for example, if an expresison is passed 
+   [DataStreamUserRespresentation("dsl")]
+   public class DSLStream : ViewStream {
+      private readonly string _dsl;
+      public DSLStream(string dsl) {
+         Log.Gen.info($"DSLStream.cons dsl: {dsl}");
+         _dsl = dsl;
+         ViewStream rs = build_stream(dsl);
+         rs = rs ?? new LiteralStream("error", $"msg:invalid dsl \"{dsl}\"");
+         mySetRealSource(rs);
+      }
+
+      static ViewStream? build_stream(string stream_expression) {
+         try {
+            var exp = DataStreamExpressionsInterpreter.Evaluate(stream_expression);
+            var rv = exp.getView(new Dictionary<string, StatementExpression>(0));
+            return rv;
+
+         } catch (Exception ex) {
+            Log.Gen.error($"Could not build stream: {stream_expression} ex: {ex}");
+            return null;
+         }
+      }
+   }
+}

src/DataStreamSuite/DataStream/Misc/TCPConnectionTestStream.cs

@@ -39,8 +39,8 @@ namespace BCG {
 
         protected override void myOnFirstSubscriber() {
             MasterWorker.getInstance(false).addWorker(this, _send_period);
-            var server_address = new BlutoSubAddress(_ip, _port);
-            bts.AsyncTCPConnector_APM.connect_to(server_address, this);
+            var server_rci = new RemoteConnectionInfo(_ip, _port);
+            bts.AsyncTCPConnector_APM.connect_to(server_rci, this);
         }
 
         protected override void myOnLastSubscriber() {

src/DataStreamSuite/DataStream/Primitives/Distinct/DistinctRowStream.cs

@@ -1,23 +1,24 @@
+using bts;
+
 using System;
 using System.Collections;
 
-namespace BCG
-{
+namespace BCG {
 	/// <summary>
 	/// Provides a stream that with distinct rows with respect to the columns
 	/// the user specifies in the argument
 	/// </summary>
-	[DataStreamUserRespresentation ("distinct")]
-	public class DistinctRowStream : ViewStream
-	{
-		public DistinctRowStream (ViewStream stream, params string[] cols)
-		{
-         ArrayList groupByCols = new ArrayList ();
-         foreach (string col in cols)
-            foreach (string c in col.Split (' '))
-               groupByCols.Add (c);
-         mySetRealSource (new GroupByStream (stream, 
-            new DistinctRowEvaluator (groupByCols.ToArray (typeof(string)) as string[]), false));
+	[DataStreamUserRespresentation("distinct")]
+	public class DistinctRowStream : ViewStream {
+		public DistinctRowStream(ViewStream stream, params string[] cols) {
+			var g_by_eval = new DistinctRowEvaluator(cols);
+			ViewStream r = new GroupByStream(stream, g_by_eval);
+			var proj_exp = String.Empty;
+			foreach (var c in cols)
+				proj_exp += $"{c} ";
+			proj_exp = proj_exp.Trim();
+			r = new NewProjectStream(r, proj_exp);
+			mySetRealSource(r);
 		}
 	}
 }

src/DataStreamSuite/DataStream/Primitives/FileStreams/DumpLoaderStream.cs

@@ -1,49 +0,0 @@
-// using System;
-// using System.Collections.Generic;
-// using System.Text;
-// using System.IO;
-
-// using System.Runtime.Serialization.Formatters.Binary;
-
-// namespace BCG
-// {
-//    public class DumpLoaderStream : ViewStream, ISideEffectStream
-//    {
-//       //wtf
-//       //public class Exception : System.Exception
-//       //{public Exception(string msg) : base(msg) { }}
-
-//       public DumpLoaderStream(string fileName, int secondsBetweenPolls)
-//       {
-//          mySetRealSource(
-//             new PollStream(() => new LoaderStream(fileName).rows, secondsBetweenPolls, 
-//                ViewStreamDatabase.instance));
-//       }
-
-//       public DumpLoaderStream(string fileName)
-//       {
-//         if (fileName == null)
-//            throw new LoaderStream.Exception("File name cannot be null");
-
-//         for (int i = 0; i < 5; i++)
-//            try
-//            {
-//               using (FileStream fs = new FileStream(fileName, FileMode.Open, FileAccess.Read))
-//               {
-//                  IClientDeserializer deser = new ClientUniversalDeserializer();
-//                  byte[] the_ops;
-//                  Array the_rows;
-//                  deser.deserialize(new Stream[] { fs }, out the_ops, out the_rows);
-
-//                  mySetRealSource(new BlueRowCollectionStaticStream((IBlueRowCollection)the_rows.GetValue(0)));
-//               }
-//               break;
-//            }
-//            catch (IOException)
-//            {
-//               System.Threading.Thread.Sleep(50);
-//            }
-
-//       }
-//    }
-// }

src/DataStreamSuite/DataStream/Primitives/FileStreams/LoaderStream.cs

@@ -1,6 +1,7 @@
 using BCG;
 
 namespace bts {
+   // This is the other side of the SaverStream, its "loads" the stream and fires once
    [DataStreamUserRespresentation("loader")]
    public class LoaderStream : ViewStream {
 

src/DataStreamSuite/DataStream/Primitives/FileStreams/PersistorStream.cs

@@ -5,10 +5,11 @@ using System.Text;
 using System.IO;
 using Google.Protobuf;
 using System.Globalization;
-using bts;
+using BCG;
 
-namespace BCG {
-   // Writes all the udpates to a stream in a file.
+namespace bts {
+   // Writes all the udpates to a stream in a file or multiples files dependong on the rollover size (as opposed to Saver
+   // which just writes one update, as a create)
    // File naming:
    // token_epoch_yyyyMMdd_HHmmss
    // File location: directory(passed)\token\
@@ -94,10 +95,10 @@ namespace BCG {
       void _on_change(object new_value) {
          DataPacket dp = new_value as DataPacket;
          byte[] serialized_update = null;
-         bool _write_create = _serializer == null || _n_updates_in_current_file == 0;
+         bool first_write = _serializer == null || _n_updates_in_current_file == 0;
          _serializer = _serializer ?? new UniversalStreamIOSerializer();
-         if (_write_create) {
-            // new files always starts with create
+         if (first_write) {
+            // first file always starts with create
             serialized_update = _serializer.serialize(new bts.StreamIOMessage(new bts.StreamIOMessage.CreateMessage(dp.newRows)));
          } else
             serialized_update = _serializer.serialize(new bts.StreamIOMessage(new bts.StreamIOMessage.MultipleRemoveAddMessage(dp.deletedRows, dp.addedRows)));
@@ -105,8 +106,8 @@ namespace BCG {
          long utc_epoch = epoch_now();
 
          //time, length of data, data
-         bw.Write(utc_epoch);
-         bw.Write(serialized_update.Length);
+         //bw.Write(utc_epoch);
+         //bw.Write(serialized_update.Length);
          bw.Write(serialized_update);
          _out_fs.Flush();
          myFireEvent(dp);

src/DataStreamSuite/DataStream/Primitives/FileStreams/PlaybackStream.cs

@@ -1,190 +0,0 @@
-// using System;
-// using System.Collections.Generic;
-// using System.Linq;
-// using System.Text;
-// using System.IO;
-// using System.Runtime.Serialization.Formatters.Binary;
-// using BCG.Utilities.General;
-// using bts.collections;
-// using System.Reflection.Metadata;
-
-
-// namespace BCG {
-
-//    public class PlaybackStream : ViewStream, IWorker {
-//       private readonly PlaybackType _type;
-//       private BlueTable _current_table;
-//       private IClientDeserializer _deserilializer = new ClientUniversalDeserializer();
-//       // these are the packets already downloaded from the current file
-//       private List<PlaybackPacket> _packets = new List<PlaybackPacket>();
-//       //private IEnumerable<FileStream> _file_streams = new List<FileStream>();
-//       private IEnumerable<string> _file_names;
-//       private Tuple<int, FileStream> _current_fs = new Tuple<int, FileStream>(-1, null);
-//       private DateTime _playback_t0, _playback_t1;
-//       private bool _all_files_read = false;
-//       SnapshotData _snapshot_data = null; // only initialized when in snapshot mode
-
-//       public PlaybackStream(string datetime_start, string datetime_end, string directory_name, string token) {
-//          _type = PlaybackType.Streaming;
-//          _playback_t0 = PersistorStream.parse_datetime(datetime_start);
-//          _playback_t1 = PersistorStream.parse_datetime(datetime_end);
-//          string token_directory_name = $"{directory_name}\\{token}";
-//          bts.Log.Gen.info($"PlaybackStream t0: {_playback_t0} t1: {_playback_t1} dir: {token_directory_name}");
-//          List<string> files_in_range = new List<string>();
-//          if (Directory.Exists(token_directory_name)) {
-//             _file_names =
-//          Directory.GetFiles(token_directory_name).Where(f => {
-//             DateTime file_time = PersistorStream.parse_datetime_from_filename(f);
-//             return file_time > _playback_t0 && file_time < _playback_t1;
-//          });
-//          }
-//       }
-
-//       protected override void myOnFirstSubscriber() {
-//          FileStream fs = new FileStream(_snapshot_data.snapshot_file, FileMode.Open, FileAccess.Read);
-//          _snapshot_data.packets = StreamPersistorUtils.load_packets_from_file(fs);
-//          PlaybackPacket snapshot_packet = StreamPersistorUtils.find_packet_at_time(_snapshot_data.packets, _snapshot_data.snapshot_time);
-//          if (snapshot_packet != null) {
-//             foreach (PlaybackPacket p in _snapshot_data.packets) {
-//                byte[] ops;
-//                Array row_array;
-//                _deserilializer.deserialize(new Stream[] { new MemoryStream(p.data) }, out ops, out row_array);
-//                for (int i = 0; i < ops.Length; i++) {
-//                   IBlueRowCollection[] rows_args = row_array.GetValue(i) as IBlueRowCollection[];
-//                   byte op = ops[i];
-//                   if (op == StreamOpCode.create) {
-//                      IBlueRowCollection full_table = rows_args[0];
-//                      _current_table = new BlueTable(full_table);
-//                   } else if (op == StreamOpCode.multipleRemoveAdd) {
-//                      //IBlueRowCollection[] del_added = rows_args.GetValue(0) as IBlueRowCollection[];
-//                      IBlueRowCollection dels = rows_args.GetValue(0) as IBlueRowCollection;
-//                      IBlueRowCollection adds = rows_args.GetValue(1) as IBlueRowCollection;
-//                      BlueDataUtility.absorbChanges(_current_table, dels, adds);
-//                   } else {
-//                      bts.Log.assert(false, $"Oprator: {op} is not expected");
-//                   }
-//                   if (p.idx == snapshot_packet.idx) {
-//                      myFireEvent(new DataPacket(_current_table, _current_table, new BlueTable(_current_table.schema)));
-//                      break;
-//                   }
-//                }
-//             }
-//          }
-//       }
-
-
-//       private void _load_packets_from_current_file() {
-//          int curr_idx = _current_fs.Item1;
-//          FileStream curr_fs = _current_fs.Item2;
-//          _packets = new List<PlaybackPacket>();
-//          _packets.AddRange(StreamPersistorUtils.load_packets_from_file(curr_fs));
-//       }
-
-//       private bool current_file_all_replayed {
-//          get {
-//             bool rv = true;
-//             _packets.ForEach(p => rv = rv && p.replayed);
-//             return rv;
-//          }
-//       }
-
-//       protected override void myOnLastSubscriber() {
-//          var fs = _current_fs.Item2;
-//          if (fs != null) {
-//             fs.Close();
-//          }
-//          ViewStreamDatabase.instance.removeWorker(this);
-//       }
-
-//       // public event PlaybackStreamProgress onProgress;
-//       // public event Action onFileExhausted;
-//       private PlaybackPacket _locate_packet_to_replay() {
-//          foreach (var p in _packets) {
-//             // returns the first non replayed packet
-//             if (!p.replayed)
-//                return p;
-//          }
-//          //else
-//          {
-//             double secondsElapsed = new BinaryReader(myFileReader).ReadDouble();
-//             myNextPacketTime = myPlaybackStart + new TimeSpan(0, 0, 0, 0, (int)(1000 * secondsElapsed / myPlaybackSpeed));
-//             if (onProgress != null)
-//                onProgress(myFileReader.Position, myFileReader.Length);
-//          }
-//       }
-
-//       #region IWorker Members
-
-//       public void doWork() {
-//          if (_all_files_read)
-//             return;
-//          if (current_file_all_replayed) {
-//             _load_next_file();
-//          }
-//          PlaybackPacket curr_packet = _locate_packet_to_replay();
-//          if (curr_packet.idx == 0) { // first packet in the file, fire it rightaway 
-//             byte[] ops;
-//             Array row_array;
-//             // what a stupid interface!
-//             _deserilializer.deserialize(new Stream[] { new MemoryStream(curr_packet.data) }, out ops, out row_array);
-//             _fire_packet(ops, row_array);
-//             curr_packet.replay_timestamp = PersistorStream.epoch_now();
-//          } else {
-//             PlaybackPacket prev_packet = _get_previous_packet(curr_packet);
-//             // this is the time we need to fire (replay) this packet
-//             long time_to_fire = prev_packet.replay_timestamp + curr_packet.offset_from_previous;
-//             long now_epoch = PersistorStream.epoch_now();
-//             // fire when we are past the 
-//             if (now_epoch >= time_to_fire) {
-//                byte[] ops;
-//                Array row_array;
-//                _deserilializer.deserialize(new Stream[] { new MemoryStream(curr_packet.data) }, out ops, out row_array);
-//                _fire_packet(ops, row_array);
-//                curr_packet.replay_timestamp = PersistorStream.epoch_now();
-//             }
-//          }
-//       }
-
-//       private void _fire_packet(byte[] ops, Array row_array) {
-//          for (int i = 0; i < ops.Length; i++) {
-//             IBlueRowCollection[] rows_args = row_array.GetValue(i) as IBlueRowCollection[];
-//             byte op = ops[i];
-//             if (op == StreamOpCode.create) {
-//                IBlueRowCollection full_table = rows_args[0];
-//                _current_table = new BlueTable(full_table);
-//                //_current_table.addRows(full_table);
-//                myFireEvent(new DataPacket(full_table, full_table, myLastValue == null ? new BlueTable(full_table.schema) :
-//                                           (myLastValue as DataPacket).newRows));
-//             } else if (op == StreamOpCode.multipleRemoveAdd) {
-//                //IBlueRowCollection[] del_added = rows_args.GetValue(0) as IBlueRowCollection[];
-//                IBlueRowCollection dels = rows_args.GetValue(0) as IBlueRowCollection;
-//                IBlueRowCollection adds = rows_args.GetValue(1) as IBlueRowCollection;
-//                BlueDataUtility.absorbChanges(_current_table, dels, adds);
-//                myFireEvent(new DataPacket(_current_table, adds, dels));
-//             } else {
-//                bts.Log.assert(false, $"Oprator: {op} is not expected");
-//             }
-
-//          }
-//       }
-
-//       private void _load_next_file() {
-//          var new_idx = _current_fs.Item1 + 1;
-//          if (new_idx >= _file_names.Count()) {
-//             _all_files_read = true;
-//             bts.Log.Gen.info("All files read");
-//             return;
-//          }
-//          var prev_fs = _current_fs.Item2;
-//          if (prev_fs != null)
-//             prev_fs.Close();
-//          var new_filename = _file_names.ElementAt(new_idx);
-//          bts.Log.Gen.info("PlaybackStream_load_next_file new_filename=: {new_filename}");
-//          var new_fs = new FileStream(new_filename, FileMode.Open, FileAccess.Read);
-//          _current_fs = new Tuple<int, FileStream>(new_idx, new_fs);
-//          _load_packets_from_current_file();
-//       }
-
-//       #endregion
-//    }
-// }

src/DataStreamSuite/DataStream/Primitives/FileStreams/RecorderStream.cs

@@ -1,68 +0,0 @@
-// using System;
-// using System.Collections.Generic;
-// using System.Linq;
-// using System.Text;
-// using System.IO;
-
-// namespace BCG
-// {
-//    public class RecorderStream : ViewStream
-//    {
-//       private ViewStream mySource;
-//       private DateTime myStartTime;
-//       private FileStream myOutFile;
-//       private string myFileName;
-//       private IBlueDataSerializer mySerializer;
-
-//       public RecorderStream(ViewStream src, string recordFile)
-//       {
-//          mySource = src;
-//          myFileName = recordFile;
-
-//          myFileName = myFileName.Replace("%DATE%", DateTime.Now.ToString("yyyyMMdd_HHmmss")); 
-//       }
-
-//       protected override void myOnFirstSubscriber()
-//       {
-//          myStartTime = DateTime.Now;         
-//          mySource.onChange += new ChangeDelegate(mySource_onChange);
-//          myOutFile = new FileStream(myFileName, FileMode.OpenOrCreate);
-//       }
-
-//       protected override void myOnLastSubscriber()
-//       {
-//          mySource.onChange -= mySource_onChange;
-//          myOutFile.Close();
-//       }
-
-//       void mySource_onChange(object newValue)
-//       {
-//          DataPacket dp = (DataPacket)newValue;         
-
-//          BlueTable toWrite = new BlueTable(dp.schema);
-
-//          if (mySerializer == null)
-//          {
-//             mySerializer = new UniversalSerializer(dp.schema);
-//          }
-//          foreach (IBlueRow r in dp.newRows)
-//             toWrite.addRow(r);
-
-//          byte[] result;
-
-//          if (myLastValue == null)
-//             mySerializer.serialize(StreamOpCode.create, new IBlueRowCollection[] { dp.newRows }, out result);
-//          else
-//             mySerializer.serialize(StreamOpCode.multipleRemoveAdd, new IBlueRowCollection[] { dp.deletedRows, dp.addedRows }, out result);
-
-//          BinaryWriter bw = new BinaryWriter(myOutFile);
-//          //write down what time this happened
-//          bw.Write((DateTime.Now - myStartTime).TotalSeconds);
-//          bw.Write(result.Length);
-//          bw.Write(result);         
-//          myOutFile.Flush();
-
-//          myFireEvent(dp);
-//       }
-//    }
-// }

src/DataStreamSuite/DataStream/Primitives/FileStreams/SaverStream.cs

@@ -5,7 +5,8 @@ using System.IO;
 using BCG;
 
 namespace bts {
-   // this saves the total state in the filr provided in the cons
+   // this saves the updates as a Create on the same file, each update calls -save, which
+   // reqrites the whole data to the packet. The other side of this stream is the Loader
    [DataStreamUserRespresentation("saver")]
    public class SaverStream : ViewStream {
       private ViewStream _stream;
@@ -31,7 +32,6 @@ namespace bts {
          StreamIOMessage.CreateMessage cr_msg = new StreamIOMessage.CreateMessage(dp.newRows);
          byte[] str_bytes = _serializer.serialize(new StreamIOMessage(cr_msg));
          StreamSerializationUtils.write_to_file(str_bytes, _filename);
-
       }
    }
 }

src/DataStreamSuite/DataStream/Primitives/FileStreams/StreamPersistorUtils.cs

@@ -3,6 +3,7 @@ using System.Collections.Generic;
 using System.Linq;
 using System.Globalization;
 using System.IO;
+using bts;
 
 
 namespace BCG {

src/DataStreamSuite/DataStream/Primitives/Filter/NullFilterStream.cs

@@ -0,0 +1,24 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using System;
+
+   public class NullFilterStream : ViewStream {
+      public NullFilterStream(ViewStream parent_str, string col_name)
+      : this(parent_str, col_name, true) { }
+      public NullFilterStream(ViewStream parent_str, string col_name, bool filter_out_doublenans = false) {
+         ViewStream rs = new FilterStream(parent_str,
+         r => {
+            bool is_dbnull = r.is_null(col_name);
+            if (is_dbnull) {
+               return false;
+            }
+            if (r.schema[col_name].type_code() == TypeCode.Double) {
+               return !Double.IsNaN(r.get<double>(col_name));
+            }
+            return true;
+         });
+         mySetRealSource(rs);
+      }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/GroupBy/AverageGroupsStream.cs

@@ -1,102 +1,102 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
+// using System;
+// using System.Collections.Generic;
+// using System.Linq;
+// using System.Text;
 
-namespace BCG
-{
+// namespace BCG
+// {
    
-    public class AverageGroupsStream : ViewStream
-    {
-        public AverageGroupsStream(ViewStream input, string colToAverage, string keyColumn)
-        {
+//     public class AverageGroupsStream : ViewStream
+//     {
+//         public AverageGroupsStream(ViewStream input, string colToAverage, string keyColumn)
+//         {
             
-            myColToAverage = colToAverage;
-            myInput = input;
-            myKeyColumn = keyColumn;
-        }
+//             myColToAverage = colToAverage;
+//             myInput = input;
+//             myKeyColumn = keyColumn;
+//         }
 
-        private ViewStream myInput;
-        private string myColToAverage;
-        private BlueTableSchema mySchema;
-        private string myKeyColumn;
+//         private ViewStream myInput;
+//         private string myColToAverage;
+//         private BlueTableSchema mySchema;
+//         private string myKeyColumn;
 
-        protected override void myOnFirstSubscriber()
-        {
-            myInput.onChange += new ChangeDelegate(myInput_onChange);
-        }
-        protected override void myOnLastSubscriber()
-        {
-            myInput.onChange -= myInput_onChange;
-        }
-        private void myInput_onChange(object newValue)
-        {
-            if (mySchema == null)
-                myBuildSchema(((DataPacket)newValue).schema);
+//         protected override void myOnFirstSubscriber()
+//         {
+//             myInput.onChange += new ChangeDelegate(myInput_onChange);
+//         }
+//         protected override void myOnLastSubscriber()
+//         {
+//             myInput.onChange -= myInput_onChange;
+//         }
+//         private void myInput_onChange(object newValue)
+//         {
+//             if (mySchema == null)
+//                 myBuildSchema(((DataPacket)newValue).schema);
 
-            IBlueRowCollection newRows = myEvaluate((DataPacket)newValue);
+//             IBlueRowCollection newRows = myEvaluate((DataPacket)newValue);
 
-            if (myLastValue == null)
-                myFireEvent(new DataPacket(newRows, newRows, new BlueTable(mySchema)));
-            else
-            {
-                IBlueRowCollection added, deleted;
-                BlueDataUtility.computeDifferences(newRows, ((DataPacket) myLastValue).newRows, out deleted, out added);
-                myFireEvent(new DataPacket(newRows, added, deleted));
-            }
-        }
+//             if (myLastValue == null)
+//                 myFireEvent(new DataPacket(newRows, newRows, new BlueTable(mySchema)));
+//             else
+//             {
+//                 IBlueRowCollection added, deleted;
+//                 BlueDataUtility.computeDifferences(newRows, ((DataPacket) myLastValue).newRows, out deleted, out added);
+//                 myFireEvent(new DataPacket(newRows, added, deleted));
+//             }
+//         }
 
-        private void myBuildSchema(IBlueTableSchema schema)
-        {
-            List<ColumnInfo> columns = new List<ColumnInfo>();
+//         private void myBuildSchema(IBlueTableSchema schema)
+//         {
+//             List<ColumnInfo> columns = new List<ColumnInfo>();
 
-            foreach (ColumnInfo ci in schema.columnInfo)
-                columns.Add(ci);
+//             foreach (ColumnInfo ci in schema.columnInfo)
+//                 columns.Add(ci);
 
-            columns.Add(new ColumnInfo("average_"+myColToAverage, columns.Count, typeof(double)));
-            mySchema = new BlueTableSchema("average_of_" + schema.tableName, columns.ToArray());
-        }
+//             columns.Add(new ColumnInfo("average_"+myColToAverage, columns.Count, typeof(double)));
+//             mySchema = new BlueTableSchema("average_of_" + schema.tableName, columns.ToArray());
+//         }
 
 
 
-        private IBlueRowCollection myEvaluate(DataPacket packet)
-        {
+//         private IBlueRowCollection myEvaluate(DataPacket packet)
+//         {
          
-            IDictionary<string, double> colToRunningTotal = new Dictionary<string, double>();
-            IDictionary<string, int> colToCount = new Dictionary<string, int>();
-            IDictionary<string, IBlueRow> colToLastRow = new Dictionary<string, IBlueRow>();
+//             IDictionary<string, double> colToRunningTotal = new Dictionary<string, double>();
+//             IDictionary<string, int> colToCount = new Dictionary<string, int>();
+//             IDictionary<string, IBlueRow> colToLastRow = new Dictionary<string, IBlueRow>();
 
-            foreach (IBlueRow r in packet.newRows)
-            {
-                double thisVal = Convert.ToDouble(r[myColToAverage]);
+//             foreach (IBlueRow r in packet.newRows)
+//             {
+//                 double thisVal = Convert.ToDouble(r[myColToAverage]);
 
-                string keyVal = r[myKeyColumn].ToString();
-                if (!colToCount.ContainsKey(keyVal))
-                {
-                    colToRunningTotal[keyVal] = thisVal;
-                    colToCount[keyVal] = 1;
-                }
-                else
-                {
-                    colToRunningTotal[keyVal] += thisVal;
-                    colToCount[keyVal] += 1;
-                }
-                colToLastRow[keyVal] = r;
-            }
+//                 string keyVal = r[myKeyColumn].ToString();
+//                 if (!colToCount.ContainsKey(keyVal))
+//                 {
+//                     colToRunningTotal[keyVal] = thisVal;
+//                     colToCount[keyVal] = 1;
+//                 }
+//                 else
+//                 {
+//                     colToRunningTotal[keyVal] += thisVal;
+//                     colToCount[keyVal] += 1;
+//                 }
+//                 colToLastRow[keyVal] = r;
+//             }
 
-            BlueTable result = new BlueTable(mySchema);
-            foreach (string key in colToCount.Keys)
-            {
-                object[] values = new object[mySchema.columnInfo.Length];
+//             BlueTable result = new BlueTable(mySchema);
+//             foreach (string key in colToCount.Keys)
+//             {
+//                 object[] values = new object[mySchema.columnInfo.Length];
 
-                colToLastRow[key].CopyTo(values, 0);
-                values[values.Length - 1] = packet.newRows.Count > 0 ? colToRunningTotal[key] / packet.newRows.Count : 0.0;
-                result.addRow(new BlueRow(mySchema, values));
-            }
+//                 colToLastRow[key].CopyTo(values, 0);
+//                 values[values.Length - 1] = packet.newRows.Count > 0 ? colToRunningTotal[key] / packet.newRows.Count : 0.0;
+//                 result.addRow(new BlueRow(mySchema, values));
+//             }
 
-            return result;
-        }
+//             return result;
+//         }
 
       
-    }
-}
+//     }
+// }

src/DataStreamSuite/DataStream/Primitives/GroupBy/AverageNonIncGroupsStream.cs

@@ -0,0 +1,31 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using System;
+   using System.Collections.Generic;
+   using System.Linq;
+
+   [DataStreamUserRespresentation("Average")]
+   public class AverageNonIncGroupsStream : ViewStream {
+      public AverageNonIncGroupsStream(ViewStream parent_stream, string inp_col_name, params string[] group_by_cols) {
+         NonIncGroupByStream rs = new NonIncGroupByStream(parent_stream, () => group_by_cols,
+                                                         (g_rows) => _find_mean(inp_col_name, g_rows));
+         mySetRealSource(rs);
+      }
+
+      private List<IBlueRow> _find_mean(string inp_col_name, List<IBlueRow> g_rows) {
+         IBlueRow inp_row = g_rows.ElementAt(0);
+         IEnumerable<double> inp_vals = BlueDataUtility.get_colvalues<double>(g_rows, inp_col_name);
+         double sum = 0.0;
+         inp_vals.ToList().ForEach(d => sum += d);
+         string out_col_name = $"average_{inp_col_name}";
+         double average = sum / inp_vals.Count();
+         IBlueTableSchema schema_out = inp_row.schema.add_column(TypeCode.Double, out_col_name);
+         MutableBlueRow out_row = new MutableBlueRow(schema_out, inp_row);
+         out_row.setValue(out_col_name, average);
+         List<IBlueRow> rv = new List<IBlueRow>();
+         rv.Add(out_row);
+         return rv;
+      }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/GroupBy/GroupByBundle.cs

@@ -0,0 +1,91 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using System;
+   using System.Collections.Generic;
+   using System.Linq;
+
+   using ZstdSharp.Unsafe;
+
+   public enum GroupByBundleOp {
+      Mean,
+      Median,
+      Mode,
+      StdDev,
+      Max,
+      Min,
+      First,
+      Last,
+      Sum
+   }
+   public class GroupByBundle {
+      public readonly List<Tuple<string, GroupByBundleOp>> operations;
+
+      public static GroupByBundle parse(string text) {
+         // text is inp_col: op, inp_col: op, inp_col:op
+         List<Tuple<string, GroupByBundleOp>> rv = new List<Tuple<string, GroupByBundleOp>>();
+         string[] calcs = text.Split(',');
+         foreach (string c in calcs) {
+            string[] toks = c.Split(':');
+            string inp_col = toks[0].Trim();
+            string op_txt = toks[1].Trim();
+            GroupByBundleOp op = Enum.Parse<GroupByBundleOp>(op_txt, true);
+            rv.Add(Tuple.Create(inp_col, op));
+         }
+         return new GroupByBundle(rv);
+      }
+
+      public GroupByBundle(List<Tuple<string, GroupByBundleOp>> operations_) {
+         operations = operations_;
+      }
+
+      public static IBlueRow group_by(List<IBlueRow> rows, GroupByBundle parameters) {
+         if (rows.Count() == 0) {
+            return null;
+         }
+
+         IBlueRow ir = rows.ElementAt(0);
+         IBlueTableSchema in_schema = ir.schema;
+         IBlueTableSchema out_schema = in_schema;
+         IDictionary<string, Tuple<string, GroupByBundleOp>> out_col_map =
+            new Dictionary<string, Tuple<string, GroupByBundleOp>>();
+         foreach (var t in parameters.operations) {
+            string out_col_name = $"{t.Item1}_{t.Item2}".ToLower();
+            out_schema = out_schema.add_column(TypeCode.Double, out_col_name);
+            out_col_map[out_col_name] = t;
+         }
+         MutableBlueRow or = new MutableBlueRow(out_schema, ir);
+         foreach (var kv in out_col_map) {
+            string out_col_name = kv.Key;
+            string in_col_name = kv.Value.Item1;
+            GroupByBundleOp op = kv.Value.Item2;
+            IEnumerable<double> col_vals = BlueDataUtility.get_colvalues<double>(rows, in_col_name);
+            double comp_res = compute_op(col_vals, op);
+            or.setValue(out_col_name, comp_res);
+         }
+         return or;
+      }
+
+      public static double compute_op(IEnumerable<double> col_vals, GroupByBundleOp op) {
+         switch (op) {
+            case GroupByBundleOp.Max:
+               return col_vals.Max<double>();
+            case GroupByBundleOp.Min:
+               return col_vals.Min<double>();
+            case GroupByBundleOp.Mean:
+               return col_vals.Sum() / col_vals.Count();
+            case GroupByBundleOp.Sum:
+               return col_vals.Sum();
+            case GroupByBundleOp.First:
+               return col_vals.First();
+            case GroupByBundleOp.Last:
+               return col_vals.Last();
+            default:
+               // TODO
+               Log.assert(false);
+               return Double.NaN;
+         }
+      }
+
+   }
+}

src/DataStreamSuite/DataStream/Primitives/GroupBy/MaxStream.cs

@@ -10,6 +10,6 @@ namespace BCG {
         }
 
         public MaxStream(ViewStream stream, string outputCol)
-           : this(new AddColumnsStream(stream, "fakeCol=0"), outputCol, new string[] { "fakeCol" }) { }
+           : this(new AddColumnsStream(stream, "fake_col: 0"), outputCol, new string[] { "fake_col" }) { }
     }
 }

src/DataStreamSuite/DataStream/Primitives/GroupBy/NonIncremental/NonIncGroupByStream.cs

@@ -1,13 +1,40 @@
 using System;
 using System.Collections.Generic;
 using System.Diagnostics;
+using System.Linq;
+using System.Text.Json;
 
 using bts;
+using bts.SilverPine;
 
-namespace BCG
-{
-   public class NonIncGroupByStream : ViewStream
-   {
+namespace BCG {
+   [DataStreamUserRespresentation("aggregate")]
+   public class NonIncGroupByStream : ViewStream {
+      private class DelNonIncGroupByEvaluator : INonIncGroupByEvaluator {
+         Func<string[]> _groupby_cols_func;
+         Func<List<IBlueRow>, List<IBlueRow>> _evaluate_func;
+         public DelNonIncGroupByEvaluator(Func<string[]> groupby_cols_func,
+                                          Func<List<IBlueRow>, List<IBlueRow>> evaluate_func) {
+            _groupby_cols_func = groupby_cols_func;
+            _evaluate_func = evaluate_func;
+         }
+         public IBlueRowCollection evaluate(IDictionary<int, List<IBlueRow>> grouped_rows) {
+            BlueTable rv = null;
+            foreach (var kv in grouped_rows) {
+               List<IBlueRow> g_rows = kv.Value;
+               List<IBlueRow> out_rows = _evaluate_func.Invoke(g_rows);
+               if (out_rows != null && out_rows.Count > 0) {
+                  rv = rv ?? new BlueTable(out_rows.ElementAt(0).schema);
+               }
+               rv.addRows(out_rows);
+            }
+            return rv;
+         }
+         public string[] get_group_by_cols() {
+            return _groupby_cols_func();
+         }
+
+      }
       private ViewStream _main_stream;
       private INonIncGroupByEvaluator _groupby_func;
       private BlueRowHasher _row_hasher;
@@ -15,24 +42,47 @@ namespace BCG
       private Stopwatch _timer = new();
       private int _n_total_fires = 0, _n_expensive_fires = 0;
 
-      public NonIncGroupByStream(ViewStream main_stream, INonIncGroupByEvaluator groupby_func)
-      {
+      public NonIncGroupByStream(ViewStream main_stream, INonIncGroupByEvaluator groupby_func) {
          _main_stream = main_stream;
          _groupby_func = groupby_func;
          _groupby_cols = _groupby_func.get_group_by_cols();
-         _row_hasher = new BlueRowHasher(_groupby_cols.Length);
+         _row_hasher = new BlueRowHasher(_groupby_cols == null ? 0 : _groupby_cols.Length);
       }
 
+      public NonIncGroupByStream(ViewStream main_stream, Func<string[]> groupby_cols_func,
+                                 Func<List<IBlueRow>, List<IBlueRow>> evaluate_func)
+                                 : this(main_stream, new DelNonIncGroupByEvaluator(groupby_cols_func, evaluate_func)) { }
+
+      public NonIncGroupByStream(ViewStream parent_str, string groupby_col, string standard_group_by_text, string optional_sort_col = null) {
+         GroupByBundle std_group_by = GroupByBundle.parse(standard_group_by_text);
+         Func<string[]> groupby_cols_func = () => {
+            return String.IsNullOrEmpty(groupby_col) ? null : new string[] { groupby_col };
+         };
+         Func<List<IBlueRow>, List<IBlueRow>> evaluate_func = (group_rows) => {
+            if (!String.IsNullOrEmpty(optional_sort_col))
+               group_rows.Sort((r1, r2) => BlueDataUtility.compare_rows(r2, r1, optional_sort_col));
+            IBlueRow rv = GroupByBundle.group_by(group_rows, std_group_by);
+            return new IBlueRow[] { rv }.ToList();
+         };
+         ViewStream rs = new NonIncGroupByStream(parent_str, groupby_cols_func, evaluate_func);
+         mySetRealSource(rs);
+      }
+      public NonIncGroupByStream(ViewStream parent_str, string standard_group_by_text) :
+      this(parent_str, String.Empty, standard_group_by_text) {
+      }
+
+
       protected override void myOnFirstSubscriber() { _main_stream.onChange += _main_stream_onchange; }
 
       protected override void myOnLastSubscriber() { _main_stream.onChange -= _main_stream_onchange; }
 
-      private void _main_stream_onchange(object nv)
-      {
+      private void _main_stream_onchange(object nv) {
          DataPacket dp = nv as DataPacket;
          ///grouping together
          _timer.Restart();
-         IDictionary<int, List<IBlueRow>> grouped_rows = BlueDataUtility.group_together (dp.newRows, _groupby_cols, ref _row_hasher);
+         IDictionary<int, List<IBlueRow>> grouped_rows = (_groupby_cols == null || _groupby_cols.Length == 0) ?
+         new Dictionary<int, List<IBlueRow>>() { { 0, dp.newRows.to_list() } } :
+         BlueDataUtility.group_together(dp.newRows, _groupby_cols, ref _row_hasher);
          _timer.Stop();
          var groupElapsedMs = _timer.ElapsedMilliseconds;
          if (groupElapsedMs >= 50) {
@@ -44,14 +94,15 @@ namespace BCG
          IBlueRowCollection total_state = _groupby_func.evaluate(grouped_rows);
          _timer.Stop();
          var applyElapsedMs = _timer.ElapsedMilliseconds;
-         _n_total_fires++;         
-         if (applyElapsedMs >= 50)
-         {
+         _n_total_fires++;
+         if (applyElapsedMs >= 50) {
             _n_expensive_fires++;
             Log.DataFlow.info(
                $"Time to evaluate {grouped_rows.Count} groups {_timer.ElapsedMilliseconds}ms, ratio {_n_expensive_fires}/{_n_total_fires}");
-         }         
-         myFireEvent(new DataPacket(total_state, total_state, myLastValue == null ? new BlueTable(total_state.schema) : (myLastValue as DataPacket).newRows));             
+         }
+         // TODO,
+         if (total_state != null)
+            myFireEvent(new DataPacket(total_state, total_state, myLastValue == null ? new BlueTable(total_state.schema) : (myLastValue as DataPacket).newRows));
       }
    }
 }

src/DataStreamSuite/DataStream/Primitives/Join/NonIncremental/NonIncJoinBookkeeper.cs

@@ -1,15 +1,16 @@
 using bts;
+using bts.collections;
 
 using mbts;
 
 using System;
 using System.Collections.Generic;
 using System.Diagnostics;
+using System.Linq;
+using System.Security.Cryptography;
 
-namespace BCG
-{
-   public class NonIncJoinBookkeeper : IDisposable
-   {
+namespace BCG {
+   public class NonIncJoinBookkeeper : IDisposable {
       public Action on_new_data;
       private readonly NonIncJoinSpec _join_spec;
       private readonly int _join_position;
@@ -26,41 +27,71 @@ namespace BCG
 
       private int[] _join_col_indices = null,
                      _data_col_indices = null;
-      
-      public NonIncJoinBookkeeper(NonIncJoinSpec the_join_spec, int join_position, int start_index_in_output, BlueRowHasher row_hasher)
-      {
+
+      public NonIncJoinBookkeeper(NonIncJoinSpec the_join_spec, int join_position, int start_index_in_output, BlueRowHasher row_hasher) {
          _join_spec = the_join_spec;
          _join_position = join_position;
          _start_index_in_output = start_index_in_output;
          _row_hasher = row_hasher;
          _is_left_most = _join_position == 0;
          _is_tag_along = _join_spec.join_col_names.Length == 0;
+      }
+
+      private bool _filled_missing_data = false;
+      private void _fill_missing_data(DataPacket dp) {
+         if (_filled_missing_data)
+            return;
+         Func<string[], bool> null_or_empty = (str_arr) => {
+            if (str_arr == null || str_arr.Length == 0)
+               return true;
+            foreach (string s in str_arr) {
+               if (!String.IsNullOrEmpty(s)) {
+                  return false;
+               }
+            }
+            return true;
+         };
+         Func<string[], string[]> remove_bad_cols = (col_names) => {
+            HashSet<string> schema_col_map = new HashSet<string>(dp.schema.columnNames);
+            List<string> cols_list = new List<string>(col_names);
+            cols_list.RemoveWhere(c => !schema_col_map.Contains(c));
+            return cols_list.ToArray();
+         };
+         if (null_or_empty(_join_spec.data_col_names)) {
+            _join_spec.data_col_names = dp.schema.columnNames;
+         }
+         _join_spec.data_col_names = remove_bad_cols(_join_spec.data_col_names);
+         if (null_or_empty(_join_spec.data_col_names)) {
+            _join_spec.data_col_names = dp.schema.columnNames;
+         }
+         if (null_or_empty(_join_spec.projected_col_names)) {
+            _join_spec.projected_col_names = _join_spec.data_col_names;
+         }
+      }
+
+      public void init() {
          _join_spec.stream.onChange += _on_stream_cb;
       }
 
-      public void _on_stream_cb(object dp_obj)
-      {
+      public void _on_stream_cb(object dp_obj) {
+         Log.Gen.info($"NonIncJoinBookkeeper._on_stream_cb dp_obj: {dp_obj}");
          var timer = Stopwatch.StartNew();
          DataPacket dp = (DataPacket)dp_obj;
-         if (_schema == null)
-         {
+         _fill_missing_data(dp);
+         if (_schema == null) {
             _schema = dp.schema;
             _join_col_indices = BlueDataUtility.get_column_indices(_schema, _join_spec.join_col_names);
             _data_col_indices = BlueDataUtility.get_column_indices(_schema, _join_spec.data_col_names);
          }
 
-         if (_is_left_most)
-         {
+         if (_is_left_most) {
             _row_list.Clear();
             foreach (IBlueRow r in dp.newRows)
-               _row_list.Add(new Pair<int, IBlueRow>(_row_hasher.get_hash(r, _join_col_indices), r));            
-         }
-         else
-         {
+               _row_list.Add(new Pair<int, IBlueRow>(_row_hasher.get_hash(r, _join_col_indices), r));
+         } else {
             if (_is_tag_along)
                _solitary_row = BlueDataUtility.extractRow(dp.newRows, 0);
-            else
-            {
+            else {
                _row_map.Clear();
                foreach (IBlueRow r in dp.newRows)
                   _row_map[_row_hasher.get_hash(r, _join_col_indices)] = r;
@@ -79,31 +110,25 @@ namespace BCG
 
       public bool is_ready { get { return _schema != null; } }
 
-      public void constribute_cols_to_schema(List<ColumnInfo> cis)
-      {
+      public void constribute_cols_to_schema(List<ColumnInfo> cis) {
          for (int i = 0; i < _join_spec.data_col_names.Length; i++)
             cis.Add(new ColumnInfo(_join_spec.projected_col_names[i], cis.Count, _schema[_join_spec.data_col_names[i]].colType));
       }
 
       public List<Pair<int, IBlueRow>> get_list() { return _row_list; }
 
-      public void copy_master_row_to_output_row(int row_index, object[] output_row)
-      {
+      public void copy_master_row_to_output_row(int row_index, object[] output_row) {
          IBlueRow this_row = _row_list[row_index].second;
          BlueDataUtility.copy_to_row(this_row, _data_col_indices, output_row, _start_index_in_output);
       }
 
-      public void copy_matching_row_to_output_row(int row_hash, object[] output_row)
-      {
-         if (_is_tag_along)
-         {
+      public void copy_matching_row_to_output_row(int row_hash, object[] output_row) {
+         if (_is_tag_along) {
             if (_solitary_row != null)
                BlueDataUtility.copy_to_row(_solitary_row, _data_col_indices, output_row, _start_index_in_output);
             else
                copy_dbnull_to_output_row(output_row);
-         }
-         else
-         {
+         } else {
             IBlueRow this_row = null;
             if (_row_map.TryGetValue(row_hash, out this_row))
                BlueDataUtility.copy_to_row(this_row, _data_col_indices, output_row, _start_index_in_output);
@@ -112,8 +137,7 @@ namespace BCG
          }
       }
 
-      private void copy_dbnull_to_output_row(object[] output_row)
-      {
+      private void copy_dbnull_to_output_row(object[] output_row) {
          for (int i = 0; i < _data_col_indices.Length; i++)
             output_row[i + _start_index_in_output] = DBNull.Value;
       }

src/DataStreamSuite/DataStream/Primitives/Join/NonIncremental/NonIncJoinSpec.cs

@@ -3,63 +3,63 @@ using System.Collections.Generic;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+
 using mbts;
 
-namespace BCG
-{
-   public class NonIncJoinSpec
-   {
+namespace BCG {
+   // this a collection of data, theres no joining logic in here
+   public class NonIncJoinSpec {
       public ViewStream stream;
+      // join col names are the names on which the streams are joined (for equality),
+      // data col names are the names in the original stream
+      // projected col names are their new names, ie if its x:l_x, then x is in the 
+      // data_col_names and l_x in projected cols
       public string[] join_col_names, data_col_names, projected_col_names;
 
       public NonIncJoinSpec() { }
 
       public NonIncJoinSpec(ViewStream the_stream, string[] the_join_col_names, string[] the_data_col_names)
-         : this (the_stream, the_join_col_names, the_data_col_names, the_data_col_names)
-      { }
+         : this(the_stream, the_join_col_names, the_data_col_names, the_data_col_names) { }
 
-      public NonIncJoinSpec(ViewStream the_stream, string[] the_join_col_names, string[] the_data_col_names, string[] the_projected_col_names)
-      {
+      public NonIncJoinSpec(ViewStream the_stream, string[] the_join_col_names, string[] the_data_col_names, string[] the_projected_col_names) {
          stream = the_stream;
          join_col_names = the_join_col_names;
          data_col_names = the_data_col_names;
          projected_col_names = the_projected_col_names;
       }
 
-      public static NonIncJoinSpec[] from_triplet(params Triplet<ViewStream, string, string>[] join_specs)
-      {
+      public static NonIncJoinSpec[] from_triplet(params Triplet<ViewStream, string, string>[] join_specs) {
          List<NonIncJoinSpec> rv = new List<NonIncJoinSpec>();
-         foreach (Triplet<ViewStream, string, string> r in join_specs)
-         {
-            string[] keys = String.IsNullOrEmpty (r.second) ? new string[] {} : r.second.Split(' ');
+         foreach (Triplet<ViewStream, string, string> r in join_specs) {
+            string[] keys = String.IsNullOrEmpty(r.second) ? new string[] { } : r.second.Split(' ');
             string[] visible_cols = r.third.Split(' ');
             List<string> data_col_names = new List<string>(), mapped_col_names = new List<string>();
-            foreach (string s in visible_cols)
-            {
+            foreach (string s in visible_cols) {
                string[] toks = s.Split(':');
-               if (toks.Length == 1)
-               {
+               if (toks.Length == 1) {
                   data_col_names.Add(toks[0]);
                   mapped_col_names.Add(toks[0]);
-               }
-               else if (toks.Length == 2)
-               {
+               } else if (toks.Length == 2) {
                   data_col_names.Add(toks[0]);
                   mapped_col_names.Add(toks[1]);
                }
             }
-            rv.Add (new NonIncJoinSpec (r.first, keys, data_col_names.ToArray (), mapped_col_names.ToArray()));
+            rv.Add(new NonIncJoinSpec(r.first, keys, data_col_names.ToArray(), mapped_col_names.ToArray()));
          }
-         return rv.ToArray ();
+         return rv.ToArray();
+      }
+
+      public override string ToString() {
+         Func<string[], string> arr_txt = (a) => {
+            string rv = "";
+            foreach (string s in a) {
+               rv += "{s} ";
+            }
+            rv = rv.Trim();
+            return rv;
+         };
+         string rv = $"stream: {stream} join_col_names: {arr_txt(join_col_names)} data_col_names: {arr_txt(data_col_names)} projected_col_names: {arr_txt(projected_col_names)}";
+         return rv;
       }
    }
-
-   //[DataStreamUserRespresentation("ninctest")]
-   //public class NonIncJoinTestStream : ViewStream
-   //{
-   //   public NonIncJoinTestStream (string key_cols, string data_cols)
-   //   {
-   //      NonIncJoinSpec.from_triplet(new Triplet<ViewStream, string, string>(null, key_cols, data_cols));
-   //   }
-   //}
 }

src/DataStreamSuite/DataStream/Primitives/Join/NonIncremental/NonIncJoinStream.cs

@@ -6,11 +6,9 @@ using System;
 using System.Collections.Generic;
 using System.Diagnostics;
 
-namespace BCG
-{
+namespace BCG {
    [DataStreamUserRespresentation("fastJoin")]
-   public class NonIncJoinStream : ViewStream, BCG.Utilities.General.IWorker
-   {
+   public class NonIncJoinStream : ViewStream, BCG.Utilities.General.IWorker {
       private readonly NonIncJoinSpec[] _join_specs;
       private readonly INonIncJoinInlineMapper _output_mapper;
       private readonly BlueRowHasher _row_hasher;
@@ -28,24 +26,19 @@ namespace BCG
                {
                   new Triplet<ViewStream, string, string> (left, left_join_cols, left_proj),
                   new Triplet<ViewStream, string, string> (right, right_join_cols, right_proj)
-               })
-      { }
+               }) { }
 
       public NonIncJoinStream(params Triplet<ViewStream, string, string>[] join_specs)
-         : this(NonIncJoinSpec.from_triplet(join_specs), null, 0)
-      { }
+         : this(NonIncJoinSpec.from_triplet(join_specs), null, 0) { }
 
       public NonIncJoinStream(ViewStreamDatabase vsd, INonIncJoinInlineMapper output_mapper, int throttles_ms,
                               params Triplet<ViewStream, string, string>[] join_specs)
-         : this(vsd, NonIncJoinSpec.from_triplet(join_specs), output_mapper, throttles_ms)
-      { }
+         : this(vsd, NonIncJoinSpec.from_triplet(join_specs), output_mapper, throttles_ms) { }
 
       public NonIncJoinStream(NonIncJoinSpec[] join_specs, INonIncJoinInlineMapper output_mapper, int throttles_ms = 0)
-         : this(ViewStreamDatabase.instance, join_specs, output_mapper, throttles_ms)
-      { }
+         : this(ViewStreamDatabase.instance, join_specs, output_mapper, throttles_ms) { }
 
-      public NonIncJoinStream(ViewStreamDatabase vsd, NonIncJoinSpec[] join_specs, INonIncJoinInlineMapper output_mapper, int throttles_ms = 0)
-      {
+      public NonIncJoinStream(ViewStreamDatabase vsd, NonIncJoinSpec[] join_specs, INonIncJoinInlineMapper output_mapper, int throttles_ms = 0) {
          _join_specs = join_specs;
          _output_mapper = output_mapper;
          _row_hasher = new BlueRowHasher(_join_specs[0].join_col_names.Length);
@@ -53,12 +46,11 @@ namespace BCG
          _vsd = vsd;
       }
 
-      protected override void myOnFirstSubscriber()
-      {
+      protected override void myOnFirstSubscriber() {
          int data_col_no = 1;
-         for (int jp = 0; jp < _join_specs.Length; jp++)
-         {
+         for (int jp = 0; jp < _join_specs.Length; jp++) {
             NonIncJoinBookkeeper s = new NonIncJoinBookkeeper(_join_specs[jp], jp, data_col_no, _row_hasher);
+            Log.Gen.info($"NonIncJoinStream.myOnFirstSubscriber jp: {jp} spec: {_join_specs[jp]}");
             data_col_no += _join_specs[jp].data_col_names.Length;
             s.on_new_data += _stream_callback;
             _book_keeping_data.Add(s);
@@ -66,10 +58,11 @@ namespace BCG
          if (_output_mapper != null)
             _output_mapper.onMapperChange += _on_mapper_change;
          _vsd.addWorker(this);
+         foreach (var bkd in _book_keeping_data)
+            bkd.init();
       }
 
-      protected override void myOnLastSubscriber()
-      {
+      protected override void myOnLastSubscriber() {
          foreach (NonIncJoinBookkeeper d in _book_keeping_data)
             d.Dispose();
          if (_output_mapper != null)
@@ -77,30 +70,26 @@ namespace BCG
          _vsd.removeWorker(this);
       }
 
-      private void _stream_callback()
-      {
+      private void _stream_callback() {
+         Log.Gen.info("NonIncJoinStream._stream_callback received callback");
          _is_dirty = true;
          doWork();
       }
 
-      private void _on_mapper_change()
-      {
+      private void _on_mapper_change() {
          _is_dirty = true;
          doWork();
       }
 
-      private bool _is_ready()
-      {
+      private bool _is_ready() {
          bool rv = true;
          foreach (NonIncJoinBookkeeper d in _book_keeping_data)
             rv &= d.is_ready;
          return rv;
       }
 
-      private void _construct_schema()
-      {
-         if (_output_schema == null)
-         {
+      private void _construct_schema() {
+         if (_output_schema == null) {
             List<ColumnInfo> cis = new List<ColumnInfo>(new ColumnInfo[] { new ColumnInfo("id", 0, typeof(int)) });
             foreach (NonIncJoinBookkeeper d in _book_keeping_data)
                d.constribute_cols_to_schema(cis);
@@ -109,27 +98,23 @@ namespace BCG
       }
 
       private int _n_total_fires = 0, _n_expensive_fires = 0;
-      private void _form_and_fire()
-      {
-         if (_is_ready())
-         {
+      private void _form_and_fire() {
+         Log.Gen.info($"NonIncJoinStream._form_and_fire _is_ready(): {_is_ready()}");
+         if (_is_ready()) {
             _construct_schema();
             var timer = Stopwatch.StartNew();
             IList<Pair<int, IBlueRow>> left_row_list = _book_keeping_data[0].get_list();
             List<object[]> output_rows = new List<object[]>();
 
-            for (int i = 0; i < left_row_list.Count; i++)
-            {
+            for (int i = 0; i < left_row_list.Count; i++) {
                object[] or = new object[_output_schema.columnInfo.Length];
                or[0] = i;
                output_rows.Add(or);
             }
 
-            for (int ji = 0; ji < _book_keeping_data.Count; ji++)
-            {
+            for (int ji = 0; ji < _book_keeping_data.Count; ji++) {
                NonIncJoinBookkeeper bk_data = _book_keeping_data[ji];
-               for (int i = 0; i < left_row_list.Count; i++)
-               {
+               for (int i = 0; i < left_row_list.Count; i++) {
                   if (ji == 0)
                      bk_data.copy_master_row_to_output_row(i, output_rows[i]);
                   else
@@ -139,19 +124,20 @@ namespace BCG
             IBlueRowCollection dp_output_rows = _apply_map(new SequentialIDBlueTable(_output_schema, output_rows));
             timer.Stop();
             _n_total_fires++;
-            if (timer.ElapsedMilliseconds >= 250) {
-               _n_expensive_fires++;
-               string log_msg = $"Join and map time for {_book_keeping_data.Count} "
-                  + $"tables {timer.Elapsed} ratio {_n_expensive_fires}/{_n_total_fires}";
-            }
-            myFireEvent(new DataPacket(dp_output_rows, dp_output_rows, myLastValue == null ? new BlueTable(_output_schema) : (myLastValue as DataPacket).newRows));
+            //if (timer.ElapsedMilliseconds >= 250) {
+            _n_expensive_fires++;
+            string log_msg = $"Join and map time for {_book_keeping_data.Count} "
+               + $"tables {timer.Elapsed.TotalMilliseconds} msecs, ratio {_n_expensive_fires}/{_n_total_fires}";
+            Log.Gen.info(log_msg);
+            //}
+            var dp_out = BlueDataUtility.build_dp_inc(dp_output_rows, myLastValue as DataPacket);
+            myFireEvent(dp_out);
+            //myFireEvent(new DataPacket(dp_output_rows, dp_output_rows, myLastValue == null ? new BlueTable(_output_schema) : (myLastValue as DataPacket).newRows));
          }
       }
 
-      private IBlueRowCollection _apply_map(IBlueRowCollection unmapped_rows)
-      {
-         if (_output_mapper != null)
-         {
+      private IBlueRowCollection _apply_map(IBlueRowCollection unmapped_rows) {
+         if (_output_mapper != null) {
             IBlueRowCollection output_rows;
             var timer = Stopwatch.StartNew();
             output_rows = _output_mapper.map_rows(unmapped_rows);
@@ -160,17 +146,14 @@ namespace BCG
                Log.Gen.info($"Time to map {unmapped_rows.Count} rows into {output_rows.Count} rows {timer.Elapsed}");
             }
             return output_rows;
-         }
-         else
-         {
+         } else {
             return unmapped_rows;
          }
       }
 
-      public void doWork()
-      {
-         if (DateTime.Now - _last_fire_time >= _throttle_period && _is_dirty)
-         {
+      public void doWork() {
+         Log.Gen.info($"NonIncJoinStream.doWork _last_fire_time: {_last_fire_time} _is_dirty: {_is_dirty}");
+         if (DateTime.Now - _last_fire_time >= _throttle_period && _is_dirty) {
             _is_dirty = false;
             _last_fire_time = DateTime.Now;
             _form_and_fire();

src/DataStreamSuite/DataStream/Primitives/Join/Proximity/ProximityJoinStream.cs

@@ -0,0 +1,68 @@
+namespace bts {
+   using BCG;
+   using BCG.Utilities.General;
+
+   using System;
+   using System.Diagnostics;
+
+   using ZstdSharp.Unsafe;
+
+   // functon that joins the 2 rows and returns the outputput row. The function
+   // can return a null which means the 2 rows dont need to be joined
+   using JoinFunc = System.Func<BCG.IBlueRow, BCG.IBlueRow, BCG.IBlueRow>;
+   public class ProximityJoinStream : ViewStream, IWorker {
+      private ViewStream _lvs, _rvs;
+      private JoinFunc _join_func;
+      private bool _dirty = false;
+      private Stopwatch _stopwatch = new Stopwatch();
+      private ViewStreamDatabase _vsd = ViewStreamDatabase.instance;
+      public ProximityJoinStream(ViewStream lvs, ViewStream rvs, JoinFunc join_func) {
+         _lvs = lvs;
+         _rvs = rvs;
+         _join_func = join_func;
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _lvs.onChange += _handle_data;
+         _rvs.onChange += _handle_data;
+         _vsd.addWorker(this);
+      }
+
+      protected override void myOnLastSubscriber() {
+         _lvs.onChange -= _handle_data;
+         _rvs.onChange -= _handle_data;
+         _vsd.removeWorker(this);
+      }
+
+      private void _handle_data(object dp_obj) {
+         _dirty = true;
+         doWork();
+      }
+
+      public void doWork() {
+         Func<bool> all_data_revcd = () => {
+            return _lvs.rows != null && _rvs.rows != null;
+         };
+         _stopwatch.Start();
+         if (_dirty && all_data_revcd()) {
+            _dirty = false;
+            BlueTable rv = null;
+            foreach (IBlueRow lr in _lvs.rows) {
+               foreach (IBlueRow rr in _rvs.rows) {
+                  IBlueRow resr = _join_func(lr, rr);
+                  if (resr == null)
+                     continue;
+                  rv = rv ?? new BlueTable(resr.schema);
+                  rv.addRow(resr);
+               }
+            }
+            _stopwatch.Stop();
+            Log.Gen.info($"ProximityJoinStream left_count: {_lvs.rows.Count} right_count: {_rvs.rows.Count} result_count: {rv.Count} time: {_stopwatch.ElapsedMilliseconds} msecs");
+            var dp = BlueDataUtility.build_dp_inc(rv, myLastValue as DataPacket);
+            myFireEvent(dp);
+         }
+
+      }
+
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Join/Proximity/TimeProximityJoinStream.cs

@@ -0,0 +1,47 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using System;
+   using System.CodeDom;
+   using System.Configuration;
+   using System.Reactive.Disposables;
+
+   public class TimeProximityJoinStream : ViewStream {
+      private int _id = 0;
+
+      public TimeProximityJoinStream(ViewStream ls, string l_time_col, ViewStream rs, string r_time_col,
+                                       string pre_join_period, string post_join_period) :
+            this(ls, l_time_col, rs, r_time_col, TimeBasedFilter.parse_duration(pre_join_period),
+            TimeBasedFilter.parse_duration(post_join_period)) { }
+
+
+      public TimeProximityJoinStream(ViewStream ls, string l_time_col, ViewStream rs, string r_time_col,
+                                       TimeSpan pre_join_period, TimeSpan post_join_period) {
+         Func<IBlueRow, IBlueRow, IBlueRow> create_row = (lr, rr) => {
+            var id = 0;
+            lock (this) {
+               id = _id++;
+            }
+            IBlueRow rv = BlueDataUtility.create_composite_row(lr, rr, id);
+            return rv;
+         };
+         Func<IBlueRow, IBlueRow, IBlueRow> join_func = (lr, rr) => {
+            DateTime ldt = lr.get_datetime(l_time_col);
+            DateTime rdt = rr.get_datetime(r_time_col);
+            TimeSpan diff = ldt - rdt;
+            if (ldt < rdt) {
+               if (diff.Duration() > pre_join_period) {
+                  return null;
+               }
+            } else {
+               if (diff > post_join_period)
+                  return null;
+            }
+            return create_row(lr, rr);
+         };
+
+         ViewStream rstr = new ProximityJoinStream(ls, rs, join_func);
+         mySetRealSource(rstr);
+      }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Literal/LiteralStream.cs

@@ -2,9 +2,13 @@ using System;
 using System.Collections;
 using System.Collections.Generic;
 
+using Amazon.Runtime.Internal.Util;
+
 using BCG;
 using BCG.Utilities;
 
+using bts;
+
 namespace BCG {
    public class LiteralStream : ViewStream {
 
@@ -22,6 +26,34 @@ namespace BCG {
          return rv;
       }
 
+      //literal("table1", "x:123, y:1.001, z:abc;x:123, y:1.001, z:abc")
+      public LiteralStream(string table_name, string rows) {
+         Func<string, int, IBlueRow> get_row = (json_row, id) => {
+            Dictionary<string, object> map = new Dictionary<string, object>();
+            string[] toks = json_row.Split(',', StringSplitOptions.TrimEntries);
+            //Logger.assert(col_vals.Length == 2);
+            foreach (string t in toks) {
+               var col_vals = t.Split(':', StringSplitOptions.TrimEntries);
+               string col = col_vals[0];
+               string val = col_vals[1];
+               map.Add(col, val);
+            }
+            map["id"] = id;
+            return new BlueRow(map);
+         };
+         string[] row_arr = rows.Split(';', StringSplitOptions.TrimEntries);
+         BlueTable table = null;
+         foreach (string json_string in row_arr) {
+            IBlueRow r = //BlueDataUtility.convert_json_to_row(json_string, table == null ? 0 : table.Count);
+            get_row(json_string, table == null ? 0 : table.Count);
+            table = table ?? new BlueTable(r.schema);
+            table.addRow(r);
+         }
+         ViewStream str = new BlueTableStream(table);
+         str = new SchemaGuesserStream(str);
+         mySetRealSource(str);
+      }
+
       public LiteralStream(string tableName, string schema, string value) {
          string[] columns = schema.Split(' ');
 
@@ -55,7 +87,7 @@ namespace BCG {
          mySetRealSource(new BlueRowCollectionStaticStream(t));
       }
 
-      public LiteralStream(string schema, string value) : this("literal", schema, value) { }
+      // public LiteralStream(string schema, string value) : this("literal", schema, value) { }
 
       // public LiteralStream(string value) {
 

src/DataStreamSuite/DataStream/Primitives/Map/GlobalMapStream.cs

@@ -0,0 +1,72 @@
+using BCG;
+
+using MongoDB.Driver.Core.WireProtocol.Messages;
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+
+// the first arg is all the rows, the second arg is the index of the row that needs mapping, and 
+// the func returns the mapped row (ie mapped version of the index row)
+using GlobalMap = System.Func<System.Collections.Generic.List<BCG.IBlueRow>, uint, BCG.IBlueRow>;
+
+namespace bts {
+   // In GlobalMap, each row is mapped with the full view of all rows, ie the map functions for a row
+   // can use the state fo all rows.
+   public class GlobalMapStream : ViewStream {
+      private ViewStream _base_stream;
+      private readonly string _sort_col_name, _group_by_col;
+      private GlobalMap _map_func;
+      public GlobalMapStream(ViewStream base_stream, string sort_col_name, string group_by_col, GlobalMap map_func) {
+         _base_stream = base_stream;
+         _sort_col_name = sort_col_name;
+         _group_by_col = group_by_col;
+         _map_func = map_func;
+      }
+
+      public GlobalMapStream(ViewStream base_stream, string sort_col_name, GlobalMap map_func) :
+      this(base_stream, sort_col_name, null, map_func) {
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _base_stream.onChange += _handle_stream_update;
+      }
+
+      protected override void myOnLastSubscriber() {
+         _base_stream.onChange -= _handle_stream_update;
+      }
+
+      void _handle_stream_update(object dp_obj) {
+         DataPacket dp = dp_obj as DataPacket;
+         IDictionary<int, List<IBlueRow>> groups = !String.IsNullOrEmpty(_group_by_col) ?
+         BlueDataUtility.group_together(dp.newRows, new string[] { _group_by_col })
+         :
+         new Dictionary<int, List<IBlueRow>>() { { 0, dp.newRows.to_list() } };
+         BlueTable out_table = null;
+         foreach (var kv in groups) {
+            List<IBlueRow> group_rows = kv.Value;
+            group_rows.Sort((r1, r2) => BlueDataUtility.compare_rows(r2, r1, _sort_col_name));
+            uint i = 0;
+            foreach (IBlueRow r in group_rows) {
+               IBlueRow nr = _map_func(group_rows, i++);
+               out_table = out_table ?? new BlueTable(nr.schema);
+               out_table.addRow(nr);
+            }
+         }
+
+
+         // List<IBlueRow> rows = dp.newRows.to_ienum().ToList();
+         // rows.Sort((r1, r2) => BlueDataUtility.compare_rows(r1, r2, _sort_col_name));
+         // uint i = 0;
+
+         // BlueTable out_table = null;
+         // foreach (IBlueRow r in rows) {
+         //    IBlueRow nr = _map_func(rows, i++);
+         //    out_table = out_table ?? new BlueTable(nr.schema);
+         //    out_table.addRow(nr);
+         // }
+         DataPacket dp_out = BlueDataUtility.build_dp_inc(out_table, myLastValue as DataPacket);
+         myFireEvent(dp_out);
+      }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Misc/PubSubTestStream.cs

@@ -8,26 +8,33 @@ using System;
 using System.IO;
 using System.Linq;
 
-namespace bts {
-    public class PubSubTestingStream : ViewStream, IWorker {
-        public class PayloadMessage {
+namespace bts
+{
+    public class PubSubTestingStream : ViewStream, IWorker
+    {
+        public class PayloadMessage
+        {
             public int msg_id = 0;
             public string guid;
             public Int64 travel_epoch_ms = 0;
             public byte[] payload = null;
-            public PayloadMessage(int msg_id_args, Int64 send_epoch_args, int payload_size, byte payload_byte) {
+            public PayloadMessage(int msg_id_args, Int64 send_epoch_args, int payload_size, byte payload_byte)
+            {
                 msg_id = msg_id_args;
                 travel_epoch_ms = send_epoch_args;
                 payload = new byte[payload_size];
-                for (int i = 0; i < payload_size; i++) {
+                for (int i = 0; i < payload_size; i++)
+                {
                     payload[i] = payload_byte;
                 }
             }
             private PayloadMessage() { }
             public PayloadMessage(int msg_id, int payload_size, byte payload_byte) :
-            this(msg_id, PubSubTestingStream.epoch_now(), payload_size, payload_byte) { }
+            this(msg_id, PubSubTestingStream.epoch_now(), payload_size, payload_byte)
+            { }
 
-            public byte[] serialize() {
+            public byte[] serialize()
+            {
                 var str = new MemoryStream();
                 BinaryWriter bw = new BinaryWriter(str);
                 bw.Write(msg_id);
@@ -40,7 +47,8 @@ namespace bts {
                 return bytes;
             }
 
-            public static PayloadMessage deserialize(byte[] ser_bytes) {
+            public static PayloadMessage deserialize(byte[] ser_bytes)
+            {
                 var str = new MemoryStream(ser_bytes);
                 BinaryReader br = new BinaryReader(str);
                 int msg_id = br.ReadInt32();
@@ -48,7 +56,8 @@ namespace bts {
                 Int64 epoch = br.ReadInt64();
                 int len = br.ReadInt32();
                 var payload = br.ReadBytes(len);
-                return new PayloadMessage() {
+                return new PayloadMessage()
+                {
                     msg_id = msg_id,
                     guid = guid,
                     travel_epoch_ms = epoch,
@@ -73,7 +82,8 @@ namespace bts {
         private readonly int _payload_sz;
         private const byte _payload_byte = (byte)'A';
         private readonly string _tag_name;
-        public PubSubTestingStream(int publish_period_msecs, int max_pubs, int payload_size, string tag_name, ViewStreamDatabase vsd) {
+        public PubSubTestingStream(int publish_period_msecs, int max_pubs, int payload_size, string tag_name, ViewStreamDatabase vsd)
+        {
             _vsd = vsd;
             _payload_sz = payload_size;
             var schema = BlueDataUtility.form_schema("PubSubTest",
@@ -96,43 +106,53 @@ namespace bts {
         public PubSubTestingStream(int publish_period_seconds, int max_pubs, int msg_size, string tag_name)
         : this(publish_period_seconds, max_pubs, msg_size, tag_name, ViewStreamDatabase.instance) { }
 
-        protected override void myOnFirstSubscriber() {
+        protected override void myOnFirstSubscriber()
+        {
             _vsd.addWorker(this);
             System.Threading.Thread th = new System.Threading.Thread(_subscribe_thread_func);
             th.IsBackground = true;
             th.Start();
         }
 
-        protected override void myOnLastSubscriber() {
+        protected override void myOnLastSubscriber()
+        {
             _vsd.removeWorker(this);
             _continue_sub_thread = false;
         }
 
-        void _log_updates(IEnumerable<PubSubServerMessage> updates) {
+        void _log_updates(IEnumerable<PubSubServerMessage> updates)
+        {
             var idx = 0;
-            foreach (var msg in updates) {
+            foreach (var msg in updates)
+            {
                 bts.Log.Gen.info($"PubSubTesStream._subscribe_thread_func idx: {idx} msg: {msg}");
                 idx++;
             }
         }
 
-        private void _subscribe_thread_func() {
+        private void _subscribe_thread_func()
+        {
             // subscription is done in another thread
             SubscriberCore sub_core = new SubscriberCore();
             sub_core.subscribe(_tag_name);
-            while (_continue_sub_thread) {
+            while (_continue_sub_thread)
+            {
                 // TODO recv_id
                 var updates = sub_core.get_updates(TimeSpan.FromMilliseconds(250));
                 if (updates == null || updates.Count() == 0)
                     continue;
                 _log_updates(updates);
                 _n_updates += updates.Count();
-                if (updates.Count() > 0) {
+                if (updates.Count() > 0)
+                {
                     var server_msg = updates.Last();
-                    if (server_msg.data != null && server_msg.data.Length > 0) {
+                    if (server_msg.data != null && server_msg.data.Length > 0)
+                    {
                         _last_recvd_msg = PayloadMessage.deserialize(server_msg.data);
                         _last_recvd_msg.travel_epoch_ms = epoch_now();
-                    } else {
+                    }
+                    else
+                    {
                         // why are we getting empty or null data ? (server is sending data regardless?)
                     }
                     _fire_dirty = true;
@@ -140,28 +160,36 @@ namespace bts {
             }
         }
 
-        private void _publish_next_packet() {
-            if (_last_sent_msg == null) {
-                _last_sent_msg = new PayloadMessage(0, _payload_sz, _payload_byte) {
+        private void _publish_next_packet()
+        {
+            if (_last_sent_msg == null)
+            {
+                _last_sent_msg = new PayloadMessage(0, _payload_sz, _payload_byte)
+                {
                     guid = Guid.NewGuid().ToString()
                 };
-            } else {
+            }
+            else
+            {
                 _last_sent_msg.msg_id++;
                 _last_sent_msg.guid = Guid.NewGuid().ToString();
                 _last_sent_msg.travel_epoch_ms = epoch_now();
             }
             var ser_bytes = _last_sent_msg.serialize();
             _n_pubs++;
-            _pub_core.publish(String.Empty, _tag_name, ser_bytes);
+            _pub_core.publish("Blob", _tag_name, ser_bytes);
+            _fire_dirty = true;
         }
 
-        private void _fire_dp() {
+        private void _fire_dp()
+        {
             object last_sent_id = _last_sent_msg == null ? (object)DBNull.Value : (object)_last_sent_msg.msg_id;
             object last_recv_id = _last_recvd_msg == null ? (object)DBNull.Value : (object)_last_recvd_msg.msg_id;
             object echo_time = DBNull.Value;
             object last_sent_guid = _last_sent_msg == null ? (object)DBNull.Value : (object)_last_sent_msg.guid;
             object last_recv_guid = _last_recvd_msg == null ? (object)DBNull.Value : (object)_last_recvd_msg.guid;
-            if (_last_sent_msg != null && _last_recvd_msg != null) {
+            if (_last_sent_msg != null && _last_recvd_msg != null)
+            {
                 echo_time = _last_recvd_msg.travel_epoch_ms - _last_sent_msg.travel_epoch_ms;
             }
             var match = last_sent_id.Equals(last_recv_id) && last_sent_guid.Equals(last_recv_guid);
@@ -173,21 +201,25 @@ namespace bts {
             myFireEvent(dp);
         }
 
-        public void doWork() {
+        public void doWork()
+        {
             if (DateTime.Now - _last_publish_time > _publish_period)
-                if (_n_pubs <= _max_pubs) {
+                if (_n_pubs <= _max_pubs)
+                {
                     _publish_next_packet();
                     _last_publish_time = DateTime.Now;
                 }
             // publish 
             // TODO: send id
-            if (_fire_dirty) {
+            if (_fire_dirty)
+            {
                 _fire_dirty = false;
                 _fire_dp();
             }
         }
 
-        public static long epoch_now() {
+        public static long epoch_now()
+        {
             return DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
         }
 

src/DataStreamSuite/DataStream/Primitives/Misc/PubsubEchoTestStream.cs

@@ -0,0 +1,223 @@
+using BCG;
+using BCG.Utilities.General;
+using System.Collections.Generic;
+
+
+using System;
+using System.IO;
+using System.Linq;
+using System.Runtime.CompilerServices;
+using bts.api;
+
+namespace bts
+{
+   [DataStreamUserRespresentation("pss_echo")]
+   public class PubsubEchoTestStream : ViewStream, IWorker
+   {
+      public class PayloadMessage
+      {
+         public readonly string msg_id;
+         public readonly Int64 timestamp = 0;
+         public readonly byte[] payload = null;
+
+         public static byte[] create_data(int payload_size, byte payload_byte)
+         {
+            var rv = new byte[payload_size];
+            for (int i = 0; i < payload_size; i++)
+            {
+               rv[i] = payload_byte;
+            }
+            return rv;
+         }
+
+         // public PayloadMessage(string guid_, Int64 timestamp_, int payload_size, byte payload_byte)
+         // {
+         //    guid = guid_;
+         //    timestamp = timestamp_;
+         //    payload = new byte[payload_size];
+         //    for (int i = 0; i < payload_size; i++)
+         //    {
+         //       payload[i] = payload_byte;
+         //    }
+         // }
+         public PayloadMessage(string guid_, Int64 timestamp_, byte[] payload_)
+         {
+            msg_id = guid_;
+            timestamp = timestamp_;
+            payload = payload_;
+         }
+
+         private PayloadMessage() { }
+         public byte[] serialize()
+         {
+            var str = new MemoryStream();
+            BinaryWriter bw = new BinaryWriter(str);
+            bw.Write(msg_id);
+            bw.Write(timestamp);
+            bw.Write(payload.Length);
+            bw.Write(payload);
+            str.Position = 0;
+            var bytes = str.ToArray();
+            return bytes;
+         }
+
+         public static PayloadMessage deserialize(byte[] ser_bytes)
+         {
+            var str = new MemoryStream(ser_bytes);
+            BinaryReader br = new BinaryReader(str);
+            string guid = br.ReadString();
+            Int64 timestamp_ = br.ReadInt64();
+            int len = br.ReadInt32();
+            var payload = br.ReadBytes(len);
+            return new PayloadMessage(guid, timestamp_, payload);
+         }
+      }
+      //public void
+      private readonly int _msg_size;
+      private readonly TimeSpan _publish_period;
+      private DateTime _last_publish_time = DateTime.MinValue;
+      private PublisherCore _pub_core;
+      private ISubscriberCore _sub_core;
+      private BlueTable _table;
+      private int _n_pubs = 0;
+      private readonly int _max_pubs;
+      private int _n_updates = 0;
+      private ViewStreamDatabase _vsd;
+      private PayloadMessage _last_sent_msg, _last_recvd_msg;
+      private const byte _payload_byte = (byte)'A';
+      private readonly string _tag_name;
+      private readonly int _payload_sz;
+      private readonly IPubSubRouter _router;
+      private enum IOState
+      {
+         SEND = 0,
+         RECV = 1
+      };
+      IOState _state = IOState.SEND;
+
+      public PubsubEchoTestStream(string server_url, TimeSpan publish_period, int payload_size, string tag_name, ViewStreamDatabase vsd)
+      {
+         var route = new PubSubRoute(server_url, ".*");
+         _router = new PubSubRouter(route);
+         _vsd = vsd;
+         _payload_sz = payload_size;
+         var schema = BlueDataUtility.form_schema("PubSubTest",
+         Tuple.Create("id", TypeCode.Int32),
+         Tuple.Create("sent_id", TypeCode.String),
+         Tuple.Create("sent_time", TypeCode.Int64),
+         Tuple.Create("recv_id", TypeCode.String),
+         Tuple.Create("recv_time", TypeCode.Int64),
+         Tuple.Create("match", TypeCode.Boolean),
+         Tuple.Create("echo_time", TypeCode.Int32));
+         _table = new BlueTable(schema);
+         _publish_period = publish_period;
+         _tag_name = tag_name;
+      }
+
+      public PubsubEchoTestStream(string server_url, int publish_period_msecs, int payload_size, string tag_name)
+      : this(server_url, TimeSpan.FromMilliseconds(publish_period_msecs), payload_size, tag_name, ViewStreamDatabase.instance) { }
+
+      protected override void myOnFirstSubscriber()
+      {
+         _pub_core = new PublisherCore(_router);
+         _sub_core = new SubscriberCore(_router);
+         _sub_core.subscribe(_tag_name);
+         _vsd.addWorker(this);
+
+      }
+
+      protected override void myOnLastSubscriber()
+      {
+         _vsd.removeWorker(this);
+         _sub_core.unsubscribe(_tag_name);
+      }
+
+      private void _fire_dp_after_send()
+      {
+         // as soon as the data is published, its reflected in the stream state
+         Log.assert(_last_sent_msg != null);
+         BlueRow r = new BlueRow(_table.schema, _table.Count, _last_sent_msg.msg_id, _last_sent_msg.timestamp, DBNull.Value, DBNull.Value,
+            DBNull.Value, DBNull.Value);
+         _table.addRow(r);
+         var dp_out = BlueDataUtility.build_dp_inc(_table, myLastValue as DataPacket);
+         myFireEvent(dp_out);
+      }
+
+      private void _fire_dp_after_recv()
+      {
+         Log.assert(_last_recvd_msg != null);
+         // update the last publish row
+         int id = _table.Count - 1;
+         IBlueRow last_row = _table[id];
+         _table.deleteRow(last_row);
+         var recv_ts = epoch_now();
+         BlueRow nr = new BlueRow(_table.schema, id, _last_sent_msg.msg_id, _last_sent_msg.timestamp, _last_recvd_msg.msg_id, recv_ts,
+                                 String.Compare(_last_recvd_msg.msg_id, _last_sent_msg.msg_id) == 0, recv_ts - _last_recvd_msg.timestamp);
+         _table.addRow(nr);
+         var dp_out = BlueDataUtility.build_dp_inc(_table, myLastValue as DataPacket);
+         myFireEvent(dp_out);
+      }
+
+      private string _get_next_id()
+      {
+         return _table.Count.ToString();
+      }
+
+      private void _publish_next_packet()
+      {
+         var bytes = PayloadMessage.create_data(_payload_sz, _payload_byte);
+         _last_sent_msg = new PayloadMessage(_get_next_id(), epoch_now(), bytes);
+         var ser_bytes = _last_sent_msg.serialize();
+         _n_pubs++;
+         _pub_core.publish("Blob", _tag_name, ser_bytes);
+         _last_publish_time = DateTime.Now;
+      }
+
+      public void doWork()
+      {
+         Func<IEnumerable<PubSubServerMessage>, PayloadMessage> find_packet = (updates) =>
+         {
+            foreach (var u in updates)
+            {
+               var recv_msg = PayloadMessage.deserialize(u.data);
+               if (recv_msg.msg_id == _last_sent_msg.msg_id)
+               {
+                  return recv_msg;
+               }
+            }
+            return null;
+         };
+         switch (_state)
+         {
+            case IOState.SEND:
+               if (DateTime.Now - _last_publish_time >= _publish_period)
+               {
+                  _publish_next_packet();
+                  _last_publish_time = DateTime.Now;
+                  _fire_dp_after_send();
+                  _state = IOState.RECV;
+                  return;
+               }
+               break;
+            case IOState.RECV:
+               var updates = _sub_core.get_updates(TimeSpan.Zero);
+               updates = updates.Where(u => u.tag == _tag_name);
+               var recv_msg = find_packet(updates);
+               if (recv_msg != null)
+               {
+                  _last_recvd_msg = recv_msg;
+                  _fire_dp_after_recv();
+                  _state = IOState.SEND;
+                  break;
+               }
+               break;
+         }
+      }
+
+      public static long epoch_now()
+      {
+         return DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
+      }
+
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Misc/SimpleTCPEchoStream.cs

@@ -14,11 +14,14 @@ namespace bts {
       private BlueTable _table;
       private SyncQueue<string> _action_queue = new SyncQueue<string>();
 
-      public SimpleTCPEchoStream(string ip, int port, int msg_sz, int send_wait_period_ms) {
+      public SimpleTCPEchoStream(string ip, int port, int msg_sz, int send_wait_period_ms)
+      : this(ip, port, msg_sz, send_wait_period_ms, Int32.MaxValue) { }
+
+      public SimpleTCPEchoStream(string ip, int port, int msg_sz, int send_wait_period_ms, int max_n_msgs) {
          _ip = ip;
          _port = port;
          _table = new BlueTable(_schema);
-         _tcp_client = new SimpleTCPClient(_ip, _port, Convert.ToUInt32(msg_sz), send_wait_period_ms);
+         _tcp_client = new SimpleTCPClient(_ip, _port, Convert.ToUInt32(msg_sz), send_wait_period_ms, max_n_msgs);
       }
 
       protected override void myOnFirstSubscriber() {

src/DataStreamSuite/DataStream/Primitives/Misc/TestStream.cs

@@ -43,11 +43,11 @@ namespace BCG {
             Tuple.Create("exception", TypeCode.String)
             );
             // register tests here
-            // _tests.Add(new Func<TestResult>(_run_sub_msg_test));
-            // _tests.Add(new Func<TestResult>(_run_pub_msg_test));
-            // _tests.Add(new Func<TestResult>(_run_pubsub_server_msg_test));
-            // _tests.Add(new Func<TestResult>(_run_pubsub_client_msg_test));
-            // _tests.Add(new Func<TestResult>(_run_columninfo_serialization_test));
+            _tests.Add(new Func<TestResult>(_run_sub_msg_test));
+            _tests.Add(new Func<TestResult>(_run_pub_msg_test));
+            _tests.Add(new Func<TestResult>(_run_pubsub_server_msg_test));
+            _tests.Add(new Func<TestResult>(_run_pubsub_client_msg_test));
+            _tests.Add(new Func<TestResult>(_run_columninfo_serialization_test));
             // _tests.Add(new Func<TestResult>(_run_schema_serialization_test));
             // _tests.Add(new Func<TestResult>(_row_serialization_tests_no_dbnulls));
             //  _tests.Add(new Func<TestResult>(_row_serialization_tests_with_dbnulls));

src/DataStreamSuite/DataStream/Primitives/Misc/TickingTestStream.cs

@@ -0,0 +1,31 @@
+namespace BCG {
+   using System;
+
+   public class TickingTestStream : ViewStream {
+      public TickingTestStream(int ticking_period_msecs)
+      :
+      this(ViewStreamDatabase.instance, TimeSpan.FromSeconds(ticking_period_msecs)) { }
+
+      public TickingTestStream(ViewStreamDatabase vsd, TimeSpan ticking_period_msecs) {
+         ViewStream vs = new DisplayableMillisecondStream(Convert.ToInt32(ticking_period_msecs.TotalMilliseconds), 10);
+         vs = new MathStream(vs, "x=id*123 y=x*x");
+         mySetRealSource(vs);
+         //vs.onChange += _on_str_update;
+      }
+
+      // private void _on_str_update(object dp_obj) {
+      //    DataPacket dp = dp_obj as DataPacket;
+      //    IBlueTableSchema out_schema = BlueDataUtility.add_column(dp.schema, "time_txt", typeof(string));
+      //    BlueTable state = new BlueTable(out_schema);
+      //    foreach (IBlueRow r in dp.newRows) {
+      //       MutableBlueRow nr = new MutableBlueRow(out_schema, r);
+      //       DateTime time = r.get_datetime("time");
+      //       var time_txt = time.ToString("yyyy-MM-dd HH:mm:ss.fff");
+      //       nr.setValue("time_txt", time_txt);
+      //       state.addRow(nr);
+      //    }
+      //    var dp_out = BlueDataUtility.build_dp_inc(state, myLastValue == null ? null : myLastValue as DataPacket);
+      //    myFireEvent(dp_out);
+      // }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Misc/TimeSeriesStream.cs

@@ -1,9 +1,8 @@
-using Google.Protobuf.WellKnownTypes;
-
 using System;
-using BCG.Utilities.General;
 
-namespace BCG {
+using BCG;
+
+namespace bts.SilverPine {
    // Keeps adding changing rows to the stream, hence preserving the history
    // and creating a time series, for example this can be used to make bbo updates
    // into a time series of prices/qty 
@@ -41,7 +40,6 @@ namespace BCG {
          }
          _table.addRows(added_rows);
          myFireEvent(new DataPacket(_table, added_rows, new BlueTable(_table.schema)));
-
       }
    }
 

src/DataStreamSuite/DataStream/Primitives/MongoDB/MongoDBStream.cs

@@ -7,122 +7,127 @@ using MongoDB.Driver;
 using System;
 using System.Collections.Generic;
 using System.Diagnostics;
+using System.Threading.Tasks;
+using System.Threading;
 
 namespace bts {
-    [DataStreamUserRespresentation("mongodb_sql")]
-    public class MongoDBSQLStream : ViewStream, IWorker {
-        private ViewStreamDatabase _vsd;
-        private readonly string _connection_string, _db_name, _collection_name;
-        private MongoClient _client;
-        // make this a sorted table
-        private BlueTable _table;
+    // [DataStreamUserRespresentation("mongodb_sql")]
+    // public class MongoDBSQLStream : ViewStream, IWorker {
+    //     private ViewStreamDatabase _vsd;
+    //     private readonly string _connection_string, _db_name, _collection_name;
+    //     private MongoClient _client;
+    //     // make this a sorted table
+    //     private BlueTable _table;
 
 
-        // Access the database
-        private IMongoDatabase _database;
-        private IDictionary<string, int> _id_map = new Dictionary<string, int>();
-        // mongodb://192.168.1.80:27017
+    //     // Access the database
+    //     private IMongoDatabase _database;
+    //     private IDictionary<string, int> _id_map = new Dictionary<string, int>();
+    //     // mongodb://192.168.1.80:27017
 
-        public MongoDBSQLStream(string connection_string, string db_name, string collection_name)
-        : this(connection_string, db_name, collection_name, ViewStreamDatabase.instance) {
+    //     public MongoDBSQLStream(string connection_string, string db_name, string collection_name)
+    //     : this(connection_string, db_name, collection_name, ViewStreamDatabase.instance) {
 
-        }
-        public MongoDBSQLStream(string connection_string, string db_name, string collection_name, ViewStreamDatabase vsd) {
-            bts.Log.Gen.info($"MongoDBStream constructed connection_string: {connection_string} " +
-                                    $"db_name: {db_name}");
-            _connection_string = connection_string;
-            _db_name = db_name;
-            _collection_name = collection_name;
-            _vsd = vsd;
-            _client = new MongoClient(_connection_string);
-            _database = _client.GetDatabase(_db_name);
-        }
+    //     }
+    //     public MongoDBSQLStream(string connection_string, string db_name, string collection_name, ViewStreamDatabase vsd) {
+    //         bts.Log.Gen.info($"MongoDBStream constructed connection_string: {connection_string} " +
+    //                                 $"db_name: {db_name}");
+    //         _connection_string = connection_string;
+    //         _db_name = db_name;
+    //         _collection_name = collection_name;
+    //         _vsd = vsd;
+    //         _client = new MongoClient(_connection_string);
+    //         _database = _client.GetDatabase(_db_name);
+    //     }
 
-        protected override void myOnFirstSubscriber() {
-            MasterWorker.getInstance(false).addWorker(this, TimeSpan.FromSeconds(10));
-        }
+    //     protected override void myOnFirstSubscriber() {
+    //         MasterWorker.getInstance(false).addWorker(this, TimeSpan.FromSeconds(10));
+    //     }
 
-        protected override void myOnLastSubscriber() {
-            MasterWorker.getInstance(false).removeWorker(this);
-        }
+    //     protected override void myOnLastSubscriber() {
+    //         MasterWorker.getInstance(false).removeWorker(this);
+    //     }
 
-        public void doWork() {
-            _read_mogodb();
-        }
+    //     public void doWork() {
+    //         _read_mogodb();
+    //     }
 
-        private void _read_mogodb() {
-            var timer = Stopwatch.StartNew();
-            // Access the collection
-            IMongoCollection<BsonDocument> collection = _database.GetCollection<BsonDocument>(name: _collection_name);
+    //     private void _read_mogodb() {
+    //         var timer = Stopwatch.StartNew();
+    //         // Access the collection
+    //         IMongoCollection<BsonDocument> collection = _database.GetCollection<BsonDocument>(name: _collection_name);
 
-            // Fetch all documents from the collection
-            var documents = collection.Find(Builders<BsonDocument>.Filter.Empty).ToCursor();
-            _table = _table == null ? null : new BlueTable(_table.schema);
-            // Iterate through the documents and print values
-            foreach (var document in documents.ToEnumerable()) {
-                bts.Log.Gen.info($"document: {document} json: {document.ToJson()}");
-                if (_table == null) {
-                    _init_table(document);
-                }
-                _add_row(document);
-            }
-            timer.Stop();
-            Log.Gen.info($"MongoDBStream time to read {_collection_name} {timer.ElapsedMilliseconds}ms");
-            timer.Restart();
-            var dp = BlueDataUtility.build_dp_inc(_table, myLastValue == null ? null : myLastValue as DataPacket, true);
-            timer.Stop();
-            Log.Gen.info($"MongoDBStream time to compare tables :{timer.ElapsedMilliseconds}ms");
-            if (dp.addedRows.Count == 0 && dp.deletedRows.Count == 0)
-                return;
-            myFireEvent(dp);
-        }
+    //         // Fetch all documents from the collection
+    //         var documents = collection.Find(Builders<BsonDocument>.Filter.Empty).ToCursor();
+    //         _table = _table == null ? null : new BlueTable(_table.schema);
+    //         // Iterate through the documents and print values
+    //         foreach (var document in documents.ToEnumerable()) {
+    //             bts.Log.Gen.info($"document: {document} json: {document.ToJson()}");
+    //             if (_table == null) {
+    //                 _init_table(document);
+    //             }
+    //             _add_row(document);
+    //         }
+    //         timer.Stop();
+    //         Log.Gen.info($"MongoDBStream time to read {_collection_name} {timer.ElapsedMilliseconds}ms");
+    //         timer.Restart();
+    //         var dp = BlueDataUtility.build_dp_inc(_table, myLastValue == null ? null : myLastValue as DataPacket, true);
+    //         timer.Stop();
+    //         Log.Gen.info($"MongoDBStream time to compare tables :{timer.ElapsedMilliseconds}ms");
+    //         if (dp.addedRows.Count == 0 && dp.deletedRows.Count == 0)
+    //             return;
+    //         myFireEvent(dp);
+    //     }
 
-        private void _init_table(BsonDocument doc_row) {
-            bts.Log.assert(_table == null);
-            List<ColumnInfo> cis = new List<ColumnInfo>();
-            cis.Add((new ColumnInfo("id", 0, typeof(Int32))));
-            foreach (var n in doc_row.Names) {
-                cis.Add(new ColumnInfo(n, cis.Count, typeof(string)));
-            }
-            IBlueTableSchema schema = new BlueTableSchema(cis.ToArray(), _collection_name);
-            _table = new BlueTable(schema);
-        }
+    //     private void _init_table(BsonDocument doc_row) {
+    //         bts.Log.assert(_table == null);
+    //         List<ColumnInfo> cis = new List<ColumnInfo>();
+    //         cis.Add((new ColumnInfo("id", 0, typeof(Int32))));
+    //         foreach (var n in doc_row.Names) {
+    //             cis.Add(new ColumnInfo(n, cis.Count, typeof(string)));
+    //         }
+    //         IBlueTableSchema schema = new BlueTableSchema(cis.ToArray(), _collection_name);
+    //         _table = new BlueTable(schema);
+    //     }
 
-        private void _add_row(BsonDocument doc) {
-            var key_val = doc["_id"];
-            var key = key_val.ToString();
-            int id;
-            if (!_id_map.TryGetValue(key, out id)) {
-                id = _id_map.Count;
-                _id_map.Add(key, id);
-            }
-            MutableBlueRow nr = new MutableBlueRow(_table.schema);
-            nr.setValue("id", id);
-            foreach (var n in doc.Names) {
-                var val = doc[n].ToString();
-                nr.setValue(n, val);
-            }
-            _table.addRow(nr);
-        }
-    }
+    //     private void _add_row(BsonDocument doc) {
+    //         var key_val = doc["_id"];
+    //         var key = key_val.ToString();
+    //         int id;
+    //         if (!_id_map.TryGetValue(key, out id)) {
+    //             id = _id_map.Count;
+    //             _id_map.Add(key, id);
+    //         }
+    //         MutableBlueRow nr = new MutableBlueRow(_table.schema);
+    //         nr.setValue("id", id);
+    //         foreach (var n in doc.Names) {
+    //             var val = doc[n].ToString();
+    //             nr.setValue(n, val);
+    //         }
+    //         _table.addRow(nr);
+    //     }
+    // }
 
     [DataStreamUserRespresentation("mongodb")]
     public class MongoDBStream : ViewStream, IWorker {
         private ViewStreamDatabase _vsd;
         private readonly string _connection_string, _db_name, _collection_name;
+        private readonly TimeSpan _poll_period;
         private MongoClient _client;
         private BlueTable _table;
+        private SyncQueue<DataPacket> _table_queue = new SyncQueue<DataPacket>();
+        private BlockingQueue _work_queue = new BlockingQueue();
 
         // Access the database
         private IMongoDatabase _database;
         private IDictionary<string, int> _id_map = new Dictionary<string, int>();
         // mongodb://192.168.1.80:27017
 
-        public MongoDBStream(string connection_string, string db_name, string collection_name)
-        : this(connection_string, db_name, collection_name, ViewStreamDatabase.instance) {
+        public MongoDBStream(string connection_string, string db_name, string collection_name, string poll_period)
+        : this(connection_string, db_name, collection_name, TimeBasedFilter.parse_duration(poll_period), ViewStreamDatabase.instance) {
 
         }
-        public MongoDBStream(string connection_string, string db_name, string collection_name, ViewStreamDatabase vsd) {
+        public MongoDBStream(string connection_string, string db_name, string collection_name, TimeSpan poll_period, ViewStreamDatabase vsd) {
             bts.Log.Gen.info($"MongoDBStream constructed connection_string: {connection_string} " +
                                     $"db_name: {db_name}");
             _connection_string = connection_string;
@@ -130,19 +135,30 @@ namespace bts {
             _collection_name = collection_name;
             _vsd = vsd;
             _client = new MongoClient(_connection_string);
+            _poll_period = poll_period;
             _database = _client.GetDatabase(_db_name);
         }
 
         protected override void myOnFirstSubscriber() {
-            MasterWorker.getInstance(false).addWorker(this, TimeSpan.FromSeconds(10));
+            _vsd.addWorker(this);
+            //MasterWorker.getInstance(false).addWorker(this, _poll_period);
         }
 
         protected override void myOnLastSubscriber() {
-            MasterWorker.getInstance(false).removeWorker(this);
+            _vsd.removeWorker(this);
+            //MasterWorker.getInstance(false).removeWorker(this);
         }
 
+        private DateTime _last_poll_time = DateTime.MinValue;
         public void doWork() {
-            _read_mogodb();
+            var now = DateTime.Now;
+            if (now - _last_poll_time > _poll_period) {
+                ThreadPool.QueueUserWorkItem(_ => _read_mogodb());
+                _last_poll_time = DateTime.Now;
+            }
+            var dp = _table_queue.dequeue(0);
+            if (dp != null)
+                myFireEvent(dp);
         }
 
         private void _read_mogodb() {
@@ -166,10 +182,11 @@ namespace bts {
             timer.Restart();
             var dp = BlueDataUtility.build_dp_inc(_table, myLastValue == null ? null : myLastValue as DataPacket, true);
             timer.Stop();
-            Log.Gen.info($"MongoDBStream time to compare tables: {timer.ElapsedMilliseconds}ms");;
+            Log.Gen.info($"MongoDBStream time to compare tables: {timer.ElapsedMilliseconds}ms"); ;
             if (dp.addedRows.Count == 0 && dp.deletedRows.Count == 0)
                 return;
-            myFireEvent(dp);
+            _table_queue.enqueue(dp);
+            //myFireEvent(dp);
         }
 
         private void _init_table(BsonDocument doc_row) {
@@ -208,46 +225,46 @@ namespace bts {
         }
     }
 
-    [DataStreamUserRespresentation("mongodb_flat")]
-    public class MongoDBFlatStream : ViewStream {
-        public MongoDBFlatStream(string connection_string, string db_name, string collection_name, string timestamp_col, string ttl_duration)
-        :
-        this(ViewStreamDatabase.instance, connection_string, db_name, collection_name, timestamp_col, TimeBasedFilter.parse_duration(ttl_duration)) { }
+    // [DataStreamUserRespresentation("mongodb_flat")]
+    // public class MongoDBFlatStream : ViewStream {
+    //     public MongoDBFlatStream(string connection_string, string db_name, string collection_name, string timestamp_col, string ttl_duration)
+    //     :
+    //     this(ViewStreamDatabase.instance, connection_string, db_name, collection_name, timestamp_col, TimeBasedFilter.parse_duration(ttl_duration)) { }
 
-        public MongoDBFlatStream(ViewStreamDatabase vsd, string connection_string, string db_name, string collection_name, string timestamp_col, TimeSpan ttl_duration) {
-            ViewStream rs = new MongoDBStream(connection_string, db_name, collection_name, vsd);
-            rs = new KeyValueToRelationalStream(rs, "doc_id", "key", "val");
-            rs = new DateStandardizationStream(rs, timestamp_col, DateConversion.ISO8601);
-            //rs = new TimeBasedFilterStream(vsd, rs, timestamp_col, ttl_duration);
-            mySetRealSource(rs);
-        }
-    }
+    //     public MongoDBFlatStream(ViewStreamDatabase vsd, string connection_string, string db_name, string collection_name, string timestamp_col, TimeSpan ttl_duration) {
+    //         ViewStream rs = new MongoDBStream(connection_string, db_name, collection_name, vsd);
+    //         rs = new KeyValueToRelationalStream(rs, "doc_id", "key", "val");
+    //         rs = new DateStandardizationStream(rs, timestamp_col, DateConversion.ISO8601);
+    //         //rs = new TimeBasedFilterStream(vsd, rs, timestamp_col, ttl_duration);
+    //         mySetRealSource(rs);
+    //     }
+    // }
 
 
 
-    [DataStreamUserRespresentation("newsreplay")]
-    public class NewsReplayStream : ViewStream {
-        public NewsReplayStream(string connection_string, string db_name, string collection_name,
-                                int buffer_sz, string fire_period) :
-        this(ViewStreamDatabase.instance, connection_string, db_name, collection_name, buffer_sz, TimeBasedFilter.parse_duration(fire_period)) { }
+    // [DataStreamUserRespresentation("newsreplay")]
+    // public class NewsReplayStream : ViewStream {
+    //     public NewsReplayStream(string connection_string, string db_name, string collection_name,
+    //                             int buffer_sz, string fire_period) :
+    //     this(ViewStreamDatabase.instance, connection_string, db_name, collection_name, buffer_sz, TimeBasedFilter.parse_duration(fire_period)) { }
 
-        public NewsReplayStream(ViewStreamDatabase vsd, string connection_string, string db_name, string collection_name,
-                                int buffer_sz, TimeSpan fire_period) {
-            ViewStream r;
+    //     public NewsReplayStream(ViewStreamDatabase vsd, string connection_string, string db_name, string collection_name,
+    //                             int buffer_sz, TimeSpan fire_period) {
+    //         ViewStream r;
 
-            r = new MongoDBStream(connection_string, db_name, collection_name, vsd);
-            r = new KeyValueToRelationalStream(r,
-                                                "doc_id",
-                                                "key",
-                                                "value");
-            r = new DateStandardizationStream(r,
-                                               "created_at",
-                                               "ISO8601");
-            r = new SnapshotReplayStream(vsd, r, "created_at", buffer_sz, fire_period);
+    //         r = new MongoDBStream(connection_string, db_name, collection_name, vsd);
+    //         r = new KeyValueToRelationalStream(r,
+    //                                             "doc_id",
+    //                                             "key",
+    //                                             "value");
+    //         r = new DateStandardizationStream(r,
+    //                                            "created_at",
+    //                                            "ISO8601");
+    //         r = new SnapshotReplayStream(vsd, r, "created_at", buffer_sz, fire_period);
 
-            mySetRealSource(r);
-        }
-    }
+    //         mySetRealSource(r);
+    //     }
+    // }
 
 
 }

src/DataStreamSuite/DataStream/Primitives/Project/New/NewProjectStream.cs

@@ -6,6 +6,7 @@ namespace bts {
    using System;
    using System.Collections;
    using System.Collections.Generic;
+   using System.Linq;
 
    public class ProjectData {
       // schema from the base stream
@@ -136,10 +137,24 @@ namespace bts {
          HashSet<string> removed_cols = new HashSet<string>();
          Dictionary<string, string> mapped_to_orig_map = new Dictionary<string, string>();
          Dictionary<string, string> orig_to_mapped = new Dictionary<string, string>();
+         // by default every col will show up, so if we have the projection as (a:a1)
+         // it will convert a to a1, 
+         // examples: if a schema has cols a b c
+         // project(parent_str, "a:aa ") -> aa b c
+         // project(parent_str, "a:aa !c") -> aa b
+         // project(parent_str, "a:aa !") -> aa
+         // project(parent_str, "a:aa b = (aa*aa)!") -> aa b
+         bool hide_all = false;
          foreach (string p_tok in project_toks) {
             if (p_tok.StartsWith("!")) {
-               string removed_col = p_tok.Substring(1);
-               removed_cols.Add(removed_col);
+               if (p_tok.Length == 1) {
+                  // if it is a "blanket "!"=> hide all cols except the one that
+                  // are stated explicitly
+                  hide_all = true;
+               } else {
+                  string removed_col = p_tok.Substring(1);
+                  removed_cols.Add(removed_col);
+               }
             } else if (p_tok.Contains(":")) {
                string[] map_toks = p_tok.Split(":");
                string orig_col = map_toks[0];
@@ -147,12 +162,22 @@ namespace bts {
                mapped_to_orig_map.Add(mapped_col, orig_col);
                orig_to_mapped.Add(orig_col, mapped_col);
             } else {
-               Log.Gen.error($"NewProjectStream unexpecetd token: {p_tok}");
+               if (input_schema.columnNames.Contains(p_tok)) {
+                  string orig_col = p_tok;
+                  string mapped_col = orig_col;
+                  orig_to_mapped.Add(orig_col, mapped_col);
+               }
             }
          }
+
          // make the new schema
          List<ColumnInfo> new_cols = new List<ColumnInfo>();
          foreach (ColumnInfo ci in input_schema.columnInfo) {
+            if (ci.colName == "id") {
+               ColumnInfo nc = new ColumnInfo(ci.colName, new_cols.Count, ci.colType);
+               new_cols.Add(nc);
+               continue;
+            }
             if (removed_cols.Contains(ci.colName)) {
                continue;
             } else if (orig_to_mapped.ContainsKey(ci.colName)) {
@@ -160,8 +185,13 @@ namespace bts {
                ColumnInfo nc = new ColumnInfo(mapped_name, new_cols.Count, ci.colType);
                new_cols.Add(nc);
             } else {
+               if (hide_all)
+                  continue;
+               //if (ci.colName == "id" || removed_cols.Count > 0) {
+               // unless columns are  explicitely hidden, all columns show up
                ColumnInfo nc = new ColumnInfo(ci.colName, new_cols.Count, ci.colType);
                new_cols.Add(nc);
+               //}
             }
          }
          IBlueTableSchema new_schema = new BlueTableSchema(input_schema.tableName, new_cols.ToArray());

src/DataStreamSuite/DataStream/Primitives/SQL/SQLite/SQLiteHelper.cs

@@ -0,0 +1,122 @@
+using System;
+using System.Data;
+using System.Data.SQLite;
+using System.Diagnostics;
+using System.Collections;
+
+
+using BCG;
+using System.Linq;
+using System.Data.Entity;
+using System.Collections.Generic;
+using System.Data.SQLite;
+
+
+namespace bts.SilverPine {
+
+   public static class SQLiteHelper {
+      public static string location = "C:\\Users\\m_tah\\development\\data\\";
+      public static string db_name = "stream_data.db";
+
+      public static DataTable execute_select_query(string connection_string, string query) {
+         // Create a new DataTable to store the results
+         DataTable dataTable = new DataTable();
+
+         // Create and open a SQLite connection using the provided connection string
+         using (SQLiteConnection connection = new SQLiteConnection(connection_string)) {
+            try {
+               connection.Open();
+
+               // Create a SQLite command with the provided query
+               using (SQLiteCommand command = new SQLiteCommand(query, connection)) {
+                  // Use SQLiteDataAdapter to fill the DataTable
+                  using (SQLiteDataAdapter adapter = new SQLiteDataAdapter(command)) {
+                     adapter.Fill(dataTable);
+                  }
+               }
+            } catch (Exception ex) {
+               Console.WriteLine("An error occurred: " + ex.Message);
+            }
+         }
+         // Return the populated DataTable
+         return dataTable;
+      }
+
+      public static List<Dictionary<string, object>> ExecuteBulkRead(string connectionString, string query) {
+         var result = new List<Dictionary<string, object>>();
+
+         using (var connection = new SQLiteConnection(connectionString)) {
+            connection.Open();
+
+            // Begin a transaction to optimize read speed
+            using (var transaction = connection.BeginTransaction())
+            using (var command = new SQLiteCommand(query, connection, transaction))
+            using (var reader = command.ExecuteReader()) {
+               while (reader.Read()) {
+                  var row = new Dictionary<string, object>();
+
+                  for (int i = 0; i < reader.FieldCount; i++) {
+                     string columnName = reader.GetName(i);
+                     object columnValue = reader.IsDBNull(i) ? null : reader.GetValue(i);
+                     row[columnName] = columnValue;
+                  }
+
+                  result.Add(row);
+               }
+
+               // Commit the transaction
+               transaction.Commit();
+            }
+         }
+
+         return result;
+      }
+
+      public static List<Dictionary<string, object>> get_table(string connectionString, string query) {
+         var result = new List<Dictionary<string, object>>();
+
+         using (var connection = new SQLiteConnection(connectionString)) {
+            try {
+               connection.Open();
+
+               using (var command = new SQLiteCommand(query, connection))
+               using (var reader = command.ExecuteReader()) {
+                  while (reader.Read()) {
+                     var row = new Dictionary<string, object>();
+
+                     for (int i = 0; i < reader.FieldCount; i++) {
+                        string columnName = reader.GetName(i);
+                        object columnValue = reader.IsDBNull(i) ? null : reader.GetValue(i);
+                        row[columnName] = columnValue;
+                     }
+
+                     result.Add(row);
+                  }
+               }
+            } catch (Exception ex) {
+               Console.WriteLine("An error occurred: " + ex.Message);
+            }
+         }
+         return result;
+      }
+
+      public static IEnumerable<Dictionary<string, object>> get_table_2(string connectionString, string query) {
+         using (var connection = new SQLiteConnection(connectionString)) {
+            connection.Open();
+            using (var command = new SQLiteCommand(query, connection))
+            using (var reader = command.ExecuteReader()) {
+               while (reader.Read()) {
+                  var row = new Dictionary<string, object>();
+                  for (int i = 0; i < reader.FieldCount; i++) {
+                     string columnName = reader.GetName(i);
+                     object columnValue = reader.IsDBNull(i) ? null : reader.GetValue(i);
+                     row[columnName] = columnValue;
+                  }
+                  yield return row;
+               }
+            }
+         }
+      }
+   }
+}
+

src/DataStreamSuite/DataStream/Primitives/SQL/SQLite/SqliteStream.cs

@@ -0,0 +1,73 @@
+namespace bts.SilverPine {
+   using System;
+   using System.Data;
+   using System.Data.SQLite;
+   using System.Diagnostics;
+   using System.Collections;
+
+
+   using BCG;
+
+   [DataStreamUserRespresentation("SQLite")]
+   public class SQLiteStream : ViewStream {
+      private readonly string _connection_string, _query;
+      private Stopwatch _stopwatch = new Stopwatch();
+
+      private SQLiteStream(string connection_string, string query, bool noop) {
+         _connection_string = connection_string;
+         _query = query;
+      }
+
+      public SQLiteStream(string db_name, string query)
+      :
+      this($"Data Source={SQLiteHelper.location}{db_name};Version=3", query, true) { }
+
+      public SQLiteStream(string query)
+      :
+      this(SQLiteHelper.db_name, query) {
+      }
+
+
+      private void _read_from_sqlite_and_fire() {
+         _stopwatch.Start();
+         DataTable dt = SQLiteHelper.execute_select_query(_connection_string, _query);
+         _stopwatch.Stop();
+         Log.Gen.info($"SQLiteStream.ExecuteSelectQuery time to read db: {_stopwatch.ElapsedMilliseconds} msecs");
+         _stopwatch.Restart();
+         #region perf measures
+         // SQLiteHelper.get_table(_connection_string, _query);
+         // _stopwatch.Stop();
+         // Log.Gen.info($"SQLiteStream.get_table time to read db: {_stopwatch.ElapsedMilliseconds} msecs");
+         // _stopwatch.Restart();
+         // SQLiteHelper.ExecuteBulkRead(_connection_string, _query);
+         // _stopwatch.Stop();
+         // Log.Gen.info($"SQLiteStream.ExecuteBulkRead time to read db: {_stopwatch.ElapsedMilliseconds} msecs");
+         // _stopwatch.Restart();
+         // SQLiteHelper.get_table_2(_connection_string, _query);
+         // _stopwatch.Stop();
+         // Log.Gen.info($"SQLiteStream.get_table_2 time to read db: {_stopwatch.ElapsedMilliseconds} msecs");
+         // _stopwatch.Restart();
+         #endregion
+         IBlueRowCollection rows = BCG.BlueDataUtility.toIBlueRowCollection(dt);
+         //IBlueRowCollection rows = new DataTableWrapperTable(dt);
+         _stopwatch.Stop();
+         Log.Gen.info($"SQLiteStream._read_from_sqlite_and_fire time to load into IBlueRowCollection: {_stopwatch.ElapsedMilliseconds} msecs");
+         DataPacket dp = BlueDataUtility.build_dp_inc(rows, myLastValue as DataPacket);
+         myFireEvent(dp);
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _read_from_sqlite_and_fire();
+      }
+
+      protected override void myOnLastSubscriber() {
+         // this value will be cleared by the base class
+         // but in this particular stream this behaviour
+         // is not usefull since any new subscribers 
+         // would force the query to be recreated
+         //myLastDP = myLastValue;
+      }
+
+   }
+
+}

src/DataStreamSuite/DataStream/Primitives/SideEffectStreams/CSVSaverStream.cs

@@ -3,12 +3,15 @@ using System.Collections.Generic;
 using System.Text;
 using System.IO;
 using BCG.Utilities;
+using System.Diagnostics;
+using Microsoft.Data.Analysis;
+using Parquet;
+using Parquet.Data;
 
-namespace BCG
-{
+
+namespace BCG {
    [DataStreamUserRespresentation("CSVSaver")]
-   public class CSVSaverStream : ViewStream, ISideEffectStream
-   {
+   public class CSVSaverStream : ViewStream, ISideEffectStream {
       private IBlueTableSchema myResultSchema = new BlueTableSchema("CSVResult", new ColumnInfo("id", 0, typeof(int)),
          new ColumnInfo("fileName", 1, typeof(string)),
          new ColumnInfo("nWrites", 2, typeof(int)),
@@ -20,11 +23,9 @@ namespace BCG
       private int myNWrites = 0, myNMaxWrites = Int32.MaxValue;
 
       public CSVSaverStream(ViewStream vs, string fullyQualifiedFileName)
-         : this(vs, fullyQualifiedFileName, true, Int32.MaxValue, false)
-      { }
+         : this(vs, fullyQualifiedFileName, true, Int32.MaxValue, false) { }
 
-      public CSVSaverStream(ViewStream vs, string fullyQualifiedFileName, bool overwrite, int nMaxWrites, bool fireResultSnapshot)
-      {
+      public CSVSaverStream(ViewStream vs, string fullyQualifiedFileName, bool overwrite, int nMaxWrites, bool fireResultSnapshot) {
          myStream = vs;
          myFullyQualifiedFileName = fullyQualifiedFileName;
          myOverwrite = overwrite;
@@ -36,18 +37,14 @@ namespace BCG
 
       protected override void myOnLastSubscriber() { myStream.onChange -= new ChangeDelegate(myHandleChanges); }
 
-      private void myHandleChanges(object newValue)
-      {
+      private void myHandleChanges(object newValue) {
          IBlueRowCollection totalState = (newValue as DataPacket).newRows;
-         if (totalState.Count > 0 && myNWrites < myNMaxWrites)
-         {
+         if (totalState.Count > 0 && myNWrites < myNMaxWrites) {
             myNWrites++;
             int i = 0;
             StreamWriter writer = new StreamWriter(new FileStream(myGetNewFileName(), FileMode.Create, FileAccess.Write));
-            foreach (IBlueRow r in totalState)
-            {
-               if (i++ == 0)
-               {
+            foreach (IBlueRow r in totalState) {
+               if (i++ == 0) {
                   string header = String.Empty;
                   foreach (string col in r.schema.columnNames)
                      if (col != "id")
@@ -59,20 +56,17 @@ namespace BCG
                writer.Flush();
             }
             writer.Close();
-            if (myFireResultSnapshot)
-            {
+            if (myFireResultSnapshot) {
                IBlueRow nr = new BlueRow(myResultSchema, 0, myFullyQualifiedFileName, myNWrites, totalState.Count);
                BlueTable nRows = new BlueTable(myResultSchema);
                nRows.addRow(nr);
                myFireEvent(new DataPacket(nRows, nRows, new BlueTable(myLastValue == null ? new BlueTable(myResultSchema) : (myLastValue as DataPacket).newRows)));
-            }
-            else
+            } else
                myFireEvent(newValue);
          }
       }
 
-      private string myGetNewFileName()
-      {
+      private string myGetNewFileName() {
          string[] tags = myFullyQualifiedFileName.Split('.');
          if (myOverwrite)
             return tags[0] + ".csv";
@@ -80,14 +74,11 @@ namespace BCG
             return tags[0] + "_" + myFormateDateTime(DateTime.Now) + ".csv";
       }
 
-      private static string myGetCSVRow(IBlueRow r)
-      {
+      private static string myGetCSVRow(IBlueRow r) {
          string rv = String.Empty;
          int i = 0;
-         foreach (string col in r.schema.columnNames)
-         {
-            if (col != "id")
-            {
+         foreach (string col in r.schema.columnNames) {
+            if (col != "id") {
                string colText = String.Empty;
                if (r[col] != null && r[col] != DBNull.Value)
                   colText = r[col].ToString();
@@ -99,8 +90,7 @@ namespace BCG
          return rv;
       }
 
-      private string myFormateDateTime(DateTime dt)
-      {
+      private string myFormateDateTime(DateTime dt) {
          return
          string.Format("{0}-{1}-{2}-{3}-{4}-{5}-{6}",
                         dt.Year.ToString("0000"),
@@ -114,52 +104,49 @@ namespace BCG
    }
 
    [DataStreamUserRespresentation("CSVReader")]
-   public class CSVReaderStream : ViewStream
-   {
-      private IBlueRowCollection myRows;
-
-      public CSVReaderStream(string fileAddress)
-      {
-         myRows = BlueDataUtility.createRowsFromCSVFileWithoutTypes(fileAddress);
+   public class CSVReaderStream : ViewStream {
+      private readonly string _file_address;
+      Stopwatch _stopwatch = new Stopwatch();
+      public CSVReaderStream(string fileAddress) {
+         _file_address = fileAddress;
       }
 
-      protected override void myOnFirstSubscriber()
-      {
-         myFireEvent(new DataPacket(myRows, myRows, new BlueTable(myRows.schema)));
+      protected override void myOnFirstSubscriber() {
+         _stopwatch.Start();
+         DataFrame df = DataFrame.LoadCsv(_file_address);
+         _stopwatch.Stop();
+         bts.Log.Gen.info($"CSVReaderStream.myOnFirstSubscriber stream csv load col_count: {df.Columns.Count} rows, time: {_stopwatch.ElapsedMilliseconds} msecs");
+         _stopwatch.Start();
+         IBlueRowCollection rows = BlueDataUtility.createRowsFromCSVFileWithoutTypes(_file_address);
+         _stopwatch.Stop();
+         bts.Log.Gen.info($"CSVReaderStream.myOnFirstSubscriber stream csv load count: {rows.Count} rows, time: {_stopwatch.ElapsedMilliseconds} msecs");
+         DataPacket dp_out = BlueDataUtility.build_dp_inc(rows, myLastValue as DataPacket);
+         myFireEvent(dp_out);
       }
    }
 
-   [DataStreamUserRespresentation ("CSVReaderStreamMapper")]
-   public class CSVReaderStreamMapperStream : ViewStream
-   {
-      public CSVReaderStreamMapperStream(ViewStream stream, string output_schema)
-      {
+   [DataStreamUserRespresentation("CSVReaderStreamMapper")]
+   public class CSVReaderStreamMapperStream : ViewStream {
+      public CSVReaderStreamMapperStream(ViewStream stream, string output_schema) {
          mySetRealSource(new MapStream(stream, new CSVReaderStreamMapper(output_schema)));
       }
    }
 
-   public class CSVReaderStreamMapper : IStreamMapper
-   {
+   public class CSVReaderStreamMapper : IStreamMapper {
       private IBlueTableSchema mySchema;
       private readonly string[] myOutputSchemaStringArray;
 
-      public CSVReaderStreamMapper(string outputSchema)
-      {
+      public CSVReaderStreamMapper(string outputSchema) {
          myOutputSchemaStringArray = outputSchema.Split(' ');
       }
 
-      public IBlueTableSchema getOutputSchema(IBlueTableSchema inputSchema)
-      {
-         if (mySchema == null)
-         {
+      public IBlueTableSchema getOutputSchema(IBlueTableSchema inputSchema) {
+         if (mySchema == null) {
             ColumnInfo[] ci = inputSchema.columnInfo;
-            foreach (string col in myOutputSchemaStringArray)
-            {
+            foreach (string col in myOutputSchemaStringArray) {
                string colName = col.Substring(0, col.IndexOf('\\')).ToLower();
-               for (int i = 0; i < ci.Length; i++)
-               {
-                  if (ci[i].colName.ToLower().Equals(colName))
-                  {
+               for (int i = 0; i < ci.Length; i++) {
+                  if (ci[i].colName.ToLower().Equals(colName)) {
                      Type t = myGetType(col.Substring(col.IndexOf('\\') + 1));
                      ci[i] = new ColumnInfo(ci[i].colName, i, t);
                      break;
@@ -171,74 +158,52 @@ namespace BCG
          return mySchema;
       }
 
-      public IBlueRow map(IBlueRow row)
-      {
+      public IBlueRow map(IBlueRow row) {
          object[] vals = new object[row.schema.columnInfo.Length];
          row.Values.CopyTo(vals, 0);
-         for (int i = 0; i < mySchema.columnInfo.Length; i++)
-         {
+         for (int i = 0; i < mySchema.columnInfo.Length; i++) {
             Type t = mySchema.columnInfo[i].colType;
-            try
-            {
+            try {
                vals[i] = System.Convert.ChangeType(vals[i], mySchema.columnInfo[i].colType, System.Globalization.CultureInfo.InvariantCulture);
-            }
-            catch
-            {
-               if (t.Equals(typeof(Int16)))
-               {
+            } catch {
+               if (t.Equals(typeof(Int16))) {
                   Int16 result;
-                  if (Int16.TryParse((string)vals[i], out result))
-                  {
+                  if (Int16.TryParse((string)vals[i], out result)) {
                      vals[i] = result;
                      continue;
                   }
                   double r2;
-                  if (Double.TryParse((string)vals[i], out r2))
-                  {
-                     try
-                     {
+                  if (Double.TryParse((string)vals[i], out r2)) {
+                     try {
                         vals[i] = (Int16)r2;
                         continue;
-                     }
-                     catch { }
+                     } catch { }
                   }
-               }
-               else if (t.Equals(typeof(Int32)))
-               {
+               } else if (t.Equals(typeof(Int32))) {
                   Int32 result;
-                  if (Int32.TryParse((string)vals[i], out result))
-                  {
+                  if (Int32.TryParse((string)vals[i], out result)) {
                      vals[i] = result;
                      continue;
                   }
                   double r2;
-                  if (Double.TryParse((string)vals[i], out r2))
-                  {
-                     try
-                     {
+                  if (Double.TryParse((string)vals[i], out r2)) {
+                     try {
                         vals[i] = (Int32)r2;
                         continue;
-                     }
-                     catch { }
+                     } catch { }
                   }
-               }
-               else if (t.Equals(typeof(Int64)))
-               {
+               } else if (t.Equals(typeof(Int64))) {
                   Int64 result;
-                  if (Int64.TryParse((string)vals[i], out result))
-                  {
+                  if (Int64.TryParse((string)vals[i], out result)) {
                      vals[i] = result;
                      continue;
                   }
                   double r2;
-                  if (Double.TryParse((string)vals[i], out r2))
-                  {
-                     try
-                     {
+                  if (Double.TryParse((string)vals[i], out r2)) {
+                     try {
                         vals[i] = (Int64)r2;
                         continue;
-                     }
-                     catch { }
+                     } catch { }
                   }
                }
                vals[i] = DBNull.Value;
@@ -247,8 +212,7 @@ namespace BCG
          return new BlueRow(mySchema, vals);
       }
 
-      private Type myGetType(string type)
-      {
+      private Type myGetType(string type) {
          type = type.ToLower();
          if (type.Contains("int"))
             return typeof(int);

src/DataStreamSuite/DataStream/Primitives/SideEffectStreams/SchemaGuesserStream.cs

@@ -24,7 +24,6 @@ namespace bts {
             var dp_out = BlueDataUtility.build_dp_inc(_rows, myLastValue as DataPacket);
             myFireEvent(dp_out);
 
-
         }
 
 

src/DataStreamSuite/DataStream/Primitives/StaticCollectionStream/BlueTableStream.cs

@@ -1,31 +1,41 @@
 using System;
 using System.Collections;
 using System.Reflection;
+
 using BCG.Utilities;
 
-namespace BCG
-{
-   [DataStreamUserRespresentation (false)]
-   public class BlueRowCollectionStaticStream : ViewStream
-   {
-      public BlueRowCollectionStaticStream () {}
-
-      public BlueRowCollectionStaticStream (IBlueRowCollection rows) {loadCollection (rows);}
-
-      public void loadCollection (IBlueRowCollection rows)
-      {
-         myFireEvent (new DataPacket (rows, rows, myLastValue != null ?
-                                                   new BlueTable((myLastValue as DataPacket).newRows) : new BlueTable (rows.schema)));
+namespace BCG {
+   // if a table needs to be fired, it can be wrapped around this
+   public class BlueTableStream : ViewStream {
+      private IBlueRowCollection _rows;
+      public BlueTableStream(IBlueRowCollection rows) {
+         _rows = rows;
       }
 
-      public void crush_with_single_row(IBlueRow r)
-      {
+      protected override void myOnFirstSubscriber() {
+         var dp_out = BlueDataUtility.build_dp_inc(_rows, myLastValue as DataPacket);
+         myFireEvent(dp_out);
+      }
+   }
+
+   [DataStreamUserRespresentation(false)]
+   public class BlueRowCollectionStaticStream : ViewStream {
+      public BlueRowCollectionStaticStream() { }
+
+      public BlueRowCollectionStaticStream(IBlueRowCollection rows) { loadCollection(rows); }
+
+      public void loadCollection(IBlueRowCollection rows) {
+         myFireEvent(new DataPacket(rows, rows, myLastValue != null ?
+                                                   new BlueTable((myLastValue as DataPacket).newRows) : new BlueTable(rows.schema)));
+      }
+
+      public void crush_with_single_row(IBlueRow r) {
          BlueTable t = new BlueTable(r.schema);
          t.addRow(r);
          loadCollection(t);
       }
 
-      public void loadPacket (DataPacket dp) {myFireEvent (dp);}
+      public void loadPacket(DataPacket dp) { myFireEvent(dp); }
 
       /// <summary>
       /// Will work with streams that take ViewStream as first argument ex project, filter, distinct etc
@@ -35,17 +45,16 @@ namespace BCG
       /// <param name="streamType"></param>
       /// <param name="args"></param>
       /// <returns></returns>
-      public static IBlueRowCollection statelessOp (IBlueRowCollection rows, Type streamType, params object[] args)
-      {
-         ArrayList totArgs = new ArrayList (args);
-         BlueRowCollectionStaticStream v1 = new BlueRowCollectionStaticStream ();
-         totArgs.Insert (0, v1);
-         ViewStream retVal = Activator.CreateInstance (streamType, totArgs.ToArray()) as ViewStream;
-         v1.loadCollection (rows);
+      public static IBlueRowCollection statelessOp(IBlueRowCollection rows, Type streamType, params object[] args) {
+         ArrayList totArgs = new ArrayList(args);
+         BlueRowCollectionStaticStream v1 = new BlueRowCollectionStaticStream();
+         totArgs.Insert(0, v1);
+         ViewStream retVal = Activator.CreateInstance(streamType, totArgs.ToArray()) as ViewStream;
+         v1.loadCollection(rows);
          return retVal.rows;
       }
 
    }
 
-   
+
 }

src/DataStreamSuite/DataStream/Primitives/Time/DateStandardizationStream.cs

@@ -80,7 +80,7 @@ namespace BCG {
 
       public IBlueRow map(IBlueRow row) {
          MutableBlueRow rv = new MutableBlueRow(getOutputSchema(row.schema), row);
-         rv.setValue(myConversionColName, mapDateTime(row[myConversionColName], myConversion));
+         rv.setValue(myConversionColName, mapDateTime(row.get_datetime(myConversionColName), myConversion));
          return rv;
          //return BlueDataUtility.getNewReplacedRow(row, mapDateTime(row[myConversionColName], myConversion), myConversionColName);
       }

src/DataStreamSuite/DataStream/Primitives/Time/DateTimeExpanstionStream.cs

@@ -0,0 +1,38 @@
+namespace bts.SilverPine {
+   using bts;
+
+   using BCG;
+
+   using System;
+   [DataStreamUserRespresentation("DateTimeExpanderStream")]
+   public class DateTimeExpanstionStream : ViewStream {
+      public DateTimeExpanstionStream(ViewStream parent_stream, string inp_col) {
+         Func<IBlueTableSchema, IBlueTableSchema> get_schema = (s) => {
+            IBlueTableSchema rv = s.add_column(System.TypeCode.DateTime, $"{inp_col}_date");
+            rv = rv.add_column(System.TypeCode.String, $"{inp_col}_day");
+            rv = rv.add_column(System.TypeCode.Int32, $"{inp_col}_day_of_month");
+            rv = rv.add_column(System.TypeCode.Int32, $"{inp_col}_month");
+            rv = rv.add_column(System.TypeCode.Int32, $"{inp_col}_hour");
+            rv = rv.add_column(System.TypeCode.Int32, $"{inp_col}_min");
+            rv = rv.add_column(System.TypeCode.Int32, $"{inp_col}_seconds_of_day");
+            return rv;
+         };
+         ViewStream rs = new MapStream(parent_stream,
+         s => get_schema(s),
+         r => {
+            DateTime dt = r.get_datetime(inp_col);
+            IBlueTableSchema s = get_schema(r.schema);
+            MutableBlueRow rv = new MutableBlueRow(s, r);
+            rv.setValue($"{inp_col}_date", dt.Date);
+            rv.setValue($"{inp_col}_day_of_week", dt.DayOfWeek.ToString());
+            rv.setValue($"{inp_col}_day_of_month", dt.Day);
+            rv.setValue($"{inp_col}_month", dt.Date.Month);
+            rv.setValue($"{inp_col}_hour", dt.Hour);
+            rv.setValue($"{inp_col}_minute", dt.Minute);
+            rv.setValue($"{inp_col}_seconds_of_day", (dt - dt.Date).TotalSeconds);
+            return rv;
+         });
+         mySetRealSource(rs);
+      }
+   }
+}

src/DataStreamSuite/DataStream/Primitives/Time/MillisecondStream.cs

@@ -1,29 +1,71 @@
 using System;
 
-namespace BCG
-{
-   public class MSecondStream : TimeUnitStream 
-   {
-      public MSecondStream (int intervalInms, int size)
-         : base (DateTime.Now, new TimeSpan (0, 0, 0, 0, intervalInms), size, ViewStreamDatabase.instance)
-      {}
+using BCG.Utilities.General;
 
-      protected override DateTime myRoundTime (DateTime dt) {return dt;}
+using bts;
+
+namespace BCG {
+   [DataStreamUserRespresentation("milliseconds")]
+   public class MillisecondStream : ViewStream, IWorker {
+      private DateTime _last_fire_time = DateTime.MinValue;
+      private readonly TimeSpan _period;
+      private readonly int _size;
+      private readonly ViewStreamDatabase _vsd;
+      private IBlueTableSchema _schema;
+      private bts.CircularBufferTable _table;
+
+      public MillisecondStream(int interval_msecs, int size)
+      : this(ViewStreamDatabase.instance, interval_msecs, size) {
+      }
+
+      public MillisecondStream(ViewStreamDatabase vsd, int interval_msecs, int size) {
+         _vsd = vsd;
+         _period = TimeSpan.FromMilliseconds(interval_msecs);
+         _size = size;
+         _schema = BlueDataUtility.form_schema("Milliseconds",
+               Tuple.Create("id", TypeCode.Int32),
+               Tuple.Create("time", TypeCode.DateTime),
+               Tuple.Create("display_time", TypeCode.String));
+         _table = new CircularBufferTable(_schema, _size);
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _vsd.addWorker(this);
+      }
+
+      protected override void myOnLastSubscriber() {
+         _vsd.removeWorker(this);
+      }
+
+      private int _id = 0;
+      public void doWork() {
+         if (DateTime.Now - _last_fire_time >= _period) {
+            _last_fire_time = DateTime.Now;
+            IBlueRow nr = new BlueRow(_schema, _id++, _last_fire_time,
+            _last_fire_time.ToString("yyyy-MM-dd HH:mm:ss.fff"));
+            _table.add_row(nr);
+            var dp = BlueDataUtility.build_dp_inc(_table, myLastValue as DataPacket);
+            myFireEvent(dp);
+         }
+      }
+   }
+   public class MSecondStream : TimeUnitStream {
+      public MSecondStream(int intervalInms, int size)
+         : base(DateTime.Now, new TimeSpan(0, 0, 0, 0, intervalInms), size, ViewStreamDatabase.instance) { }
+
+      protected override DateTime myRoundTime(DateTime dt) { return dt; }
    }
 
-   public class DisplayableMillisecondStream : ViewStream, IStreamMapper
-   {
-      private IBlueTableSchema mySchema = new BlueTableSchema ("ms",
-                                                               new ColumnInfo ("id", 0, typeof(int)),
-                                                               new ColumnInfo ("time", 1, typeof(string)));
-      public DisplayableMillisecondStream (int intervalInMs, int sz)
-      {
-         mySetRealSource (new MapStream (new MSecondStream (intervalInMs, sz), this));
+   public class DisplayableMillisecondStream : ViewStream, IStreamMapper {
+      private IBlueTableSchema mySchema = new BlueTableSchema("ms",
+                                                               new ColumnInfo("id", 0, typeof(int)),
+                                                               new ColumnInfo("time", 1, typeof(string)));
+      public DisplayableMillisecondStream(int intervalInMs, int sz) {
+         mySetRealSource(new MapStream(new MSecondStream(intervalInMs, sz), this));
       }
       #region IStreamMapper Members
 
-      public IBlueTableSchema getOutputSchema(IBlueTableSchema inputSchema)
-      {
+      public IBlueTableSchema getOutputSchema(IBlueTableSchema inputSchema) {
          return mySchema;
       }
 
@@ -31,15 +73,15 @@ namespace BCG
 
       #region IDynamicStreamMapper Members
 
-      public IBlueRow map (IBlueRow row)
-      {
-         return new BlueRow (mySchema, row["id"], myToString ((DateTime)row["time"]));
+      public IBlueRow map(IBlueRow row) {
+         DateTime time = row.get_datetime("time");
+         var time_txt = time.ToString("yyyy-MM-dd HH:mm:ss.fff");
+         return new BlueRow(mySchema, row["id"], time_txt);
       }
 
       #endregion
 
-      private string myToString (DateTime dt)
-      {
+      private string myToString(DateTime dt) {
          string sep = ":";
          return dt.Hour + sep + dt.Minute + sep + dt.Second + sep + dt.Millisecond;
       }

src/DataStreamSuite/DataStream/Primitives/Timeseries/ColumnDifferenceStream.cs

@@ -0,0 +1,124 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using bts;
+   using bts.collections;
+
+   using System;
+   using System.CodeDom;
+   using System.Collections.Generic;
+   using System.Linq;
+
+   // Given 2 filters, and 2 columns, finds the different in the value of the 2 columns from the 2 rows
+   // so:
+   // f1(base_stream.rows)[col1] - f1(base_stream.rows)[col2]
+   [DataStreamUserRespresentation("ColDiff")]
+   public class ColumnDifferenceStream : ViewStream {
+      private readonly ViewStream _base_stream;
+      private readonly FilterStream.OnFilter _f1, _f2;
+      private readonly string _c1, _c2;
+
+      public ColumnDifferenceStream(ViewStream base_stream, FilterStream.OnFilter f1, FilterStream.OnFilter f2, string col1, string col2) {
+         _base_stream = base_stream;
+         _f1 = f1;
+         _f2 = f2;
+         _c1 = col1;
+         _c2 = col2;
+      }
+
+      public ColumnDifferenceStream(ViewStream base_stream, string f1, string f2, string col1, string col2) {
+         FilterStream.OnFilter f1_del = r => {
+            BooleanExpressionFilter rv = new BooleanExpressionFilter(f1);
+            return rv.filter(r);
+         };
+         FilterStream.OnFilter f2_del = r => {
+            BooleanExpressionFilter rv = new BooleanExpressionFilter(f2);
+            return rv.filter(r);
+         };
+         ViewStream rs = new ColumnDifferenceStream(base_stream, f1_del, f2_del, col1, col2);
+         mySetRealSource(rs);
+      }
+
+      // for each row, does a row[new_col_name] = row[col1] - rows[row_ffset][col2]
+      // we should generlize this for any math operation
+      public ColumnDifferenceStream(ViewStream parent_stream, string sort_col_name, int row_offset, string col1, string col2, string diff_col_name, double optional_perc_diff_filter = 0.0) {
+         // use GlobalMapStream
+         string diff_col_perc_name = $"{diff_col_name}_percentage";
+         System.Func<System.Collections.Generic.List<BCG.IBlueRow>, uint, BCG.IBlueRow> g_map_func = (rows, idx) => {
+            int minuend_idx = Convert.ToInt32(idx);
+            var inp_schema = rows[0].schema;
+            var out_schema = inp_schema.add_column(TypeCode.Double, diff_col_name);
+            out_schema = out_schema.add_column(TypeCode.Double, diff_col_perc_name);
+            // minuend - subtrahend
+            IBlueRow minuend_row = rows.ElementAt(minuend_idx);
+            MutableBlueRow rv = new MutableBlueRow(out_schema, minuend_row);
+            int subtrahend_index = minuend_idx + row_offset;
+            double diff_val = Double.NaN, diff_val_perc = Double.NaN;
+            if (subtrahend_index >= 0) {
+               try {
+                  IBlueRow subtrahend_row = rows.ElementAt(subtrahend_index);
+                  diff_val = minuend_row.get<double>(col1) - subtrahend_row.get<double>(col2);
+                  diff_val_perc = 100.0 * diff_val / subtrahend_row.get<double>(col1);
+               } catch (Exception ex) {
+                  Log.assert(false, ex.Message);
+               }
+            }
+            rv.setValue(diff_col_name, diff_val);
+            rv.setValue(diff_col_perc_name, diff_val_perc);
+            return rv;
+         };
+         ViewStream rs = new GlobalMapStream(parent_stream, sort_col_name, g_map_func);
+         if (optional_perc_diff_filter != 0) {
+            rs = new FilterStream(rs, r => {
+               double diff_val_perc = r.get<double>(diff_col_perc_name);
+               double abs_diff_val_perc = Math.Abs(diff_val_perc);
+               return abs_diff_val_perc >= optional_perc_diff_filter;
+            });
+         }
+         mySetRealSource(rs);
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _base_stream.onChange += _handle_base_stream_update;
+      }
+
+      protected override void myOnLastSubscriber() {
+         _base_stream.onChange -= _handle_base_stream_update;
+      }
+
+      private void _handle_base_stream_update(object dp_obj) {
+         // could have been done with filter and cartesian prod, and then math
+         DataPacket dp = dp_obj as DataPacket;
+         List<IBlueRow> rows = dp.newRows.to_list();
+         var f1_rows = rows.Where(r => _f1(r));
+         //Log.assert(f1_rows.Count() == 1);
+         var f2_rows = rows.Where(r => _f2(r));
+         //Log.assert(f2_rows.Count() == 1);
+         if (f1_rows != null && f1_rows.Count() > 0 && f2_rows != null && f2_rows.Count() > 0) {
+            IBlueRow f1_r = f1_rows.ElementAt(0);
+            IBlueRow f2_r = f2_rows.ElementAt(0);
+            double diff = f1_r.get<double>(_c1) - f2_r.get<double>(_c2);
+            IBlueTableSchema out_schema = f1_r.schema.add_columns(Tuple.Create(typeof(double), "diff"));
+            BlueTable out_table = new BlueTable(out_schema);
+            MutableBlueRow out_row = new MutableBlueRow(out_schema, f1_r);
+            out_row.setValue("diff", diff);
+            out_table.addRow(out_row);
+            DataPacket dp_out = BlueDataUtility.build_dp(out_table, myLastValue as DataPacket);
+            myFireEvent(dp_out);
+         } else {
+            IBlueRow f1_r = rows.ElementAt(0);
+            IBlueRow f2_r = rows.ElementAt(0);
+            double diff = Double.NaN;
+            IBlueTableSchema out_schema = f1_r.schema.add_columns(Tuple.Create(typeof(double), "diff"));
+            BlueTable out_table = new BlueTable(out_schema);
+            MutableBlueRow out_row = new MutableBlueRow(out_schema, f1_r);
+            out_row.setValue("diff", diff);
+            out_table.addRow(out_row);
+            DataPacket dp_out = BlueDataUtility.build_dp(out_table, myLastValue as DataPacket);
+            myFireEvent(dp_out);
+         }
+
+      }
+   }
+
+}

src/DataStreamSuite/DataStream/Primitives/Timeseries/ColumnEvolutionStream.cs

@@ -0,0 +1,51 @@
+namespace bts.SilverPine {
+   using BCG;
+
+   using bts;
+
+   using System.Collections.Generic;
+   using System.Linq;
+
+   // Given a sort order, an optional group by col, it observes the values of a column 
+   // within that group (or the whole table, if grouping not specified) and returns all rows
+   // where the value changes, ie row[current][col] != row[current-1][col]
+   // TODO: a more general way to express a filter where row[current][col] != row[previous][col],
+   // or even expand it to row[current][col_a] - row[previous][col_b] < 0.5
+   [DataStreamUserRespresentation("ColEvol")]
+   public class ColumnEvolutionStream : ViewStream {
+      private readonly ViewStream _base_stream;
+      private readonly string _sort_col;
+      private readonly string _evol_col;
+      public ColumnEvolutionStream(ViewStream base_stream, string sort_col, string evolution_col) {
+         _base_stream = base_stream;
+         _sort_col = sort_col;
+         _evol_col = evolution_col;
+      }
+
+      protected override void myOnFirstSubscriber() {
+         _base_stream.onChange += _handle_base_stream_update;
+      }
+
+      protected override void myOnLastSubscriber() {
+         base.myOnLastSubscriber();
+      }
+
+      private void _handle_base_stream_update(object dp_obj) {
+         DataPacket dp = dp_obj as DataPacket;
+         List<IBlueRow> rows = dp.newRows.to_list();
+         rows.Sort((r1, r2) => BlueDataUtility.compare_rows(r2, r1, _sort_col));
+         BlueTable rv = new BlueTable(dp.schema);
+         IBlueRow prev_row = rows.ElementAt(0);
+         foreach (IBlueRow r in rows) {
+            var cr = BlueDataUtility.compare_rows(r, prev_row, _evol_col);
+            if (cr != 0) {
+               rv.addRow(r);
+            }
+            prev_row = r;
+         }
+         DataPacket dp_out = BlueDataUtility.build_dp(rv, myLastValue as DataPacket);
+         myFireEvent(dp_out);
+      }
+   }
+
+}

src/DataStreamSuite/DataStreamCore/BlueData/BlueDataUtility.cs

@@ -15,10 +15,75 @@ using mbts;
 using BCG.Extensions;
 using System.Text.Json;
 using System.Text.Json.Nodes;
+using Newtonsoft.Json;
+using BCG;
+using System.Runtime.CompilerServices;
+using bts;
+
+namespace bts {
+
+   // public class CompositeRow : IBlueRow {
+   //    private IBlueRow _lrow, _rrow;
+   //    private BlueRow _out_row;
+   //    public CompositeRow(IBlueRow lrow, IBlueRow rrow) {
+   //       _lrow = lrow;
+   //       _rrow = rrow;
+   //       IBlueTableSchema schema = _lrow.schema;
+   //       List<object> vals = new List<object>();
+   //       foreach (var o in _lrow) {
+   //          vals.Add(o);
+   //       }
+   //       foreach (ColumnInfo ci in _rrow.schema.columnInfo) {
+   //          if (ci.colName == "id") {
+   //             continue;
+   //          }
+   //          vals.Add(_rrow[ci.colNo]);
+   //          schema = schema.add_column(ci.type_code(), ci.colName);
+   //       }
+   //       _out_row = new BlueRow(schema, vals.ToArray());
+   //    }
+   //    public IBlueTableSchema schema {
+   //       get { return _out_row.schema; }
+   //    }
+   //    public object? this[int index] {
+   //       get { return _out_row[index]; }
+   //    }
+   //    public object? this[string colName] {
+   //       get {
+   //          return _out_row[colName];
+   //       }
+   //    }
+
+   // }
+}
 
 namespace BCG {
    public static class BlueDataUtility {
+      public static IBlueRow create_composite_row(IBlueRow lr, IBlueRow rr, int id) {
+         IBlueTableSchema schema = lr.schema;
+         List<object> vals = new List<object>();
+         foreach (ColumnInfo ci in lr.schema.columnInfo) {
+            if (ci.colName == "id") {
+               vals.Add(id);
+            }
+            vals.Add(lr[ci.colName]);
+         }
+         foreach (ColumnInfo ci in rr.schema.columnInfo) {
+            if (ci.colName == "id") {
+               continue;
+            }
+            schema = schema.add_column(ci.type_code(), ci.colName);
+            vals.Add(rr[ci.colName]);
+         }
+         IBlueRow r = new BlueRow(schema, vals.ToArray());
+         return r;
+      }
       #region Extensions
+      public static bool is_null(this IBlueRow r, string col_name) {
+         object col_val = r[col_name];
+         return col_val == null || DBNull.Value.Equals(col_val);
+      }
+
       public static DateTime get_datetime(this IBlueRow r, string col_name, DateTime err_value = default(DateTime)) {
          return BlueDataUtility.get_row_datetime_value(r, col_name, err_value);
       }
@@ -49,6 +114,17 @@ namespace BCG {
             rv.Add(r.get<T>(col));
          return rv;
       }
+      public static IEnumerable<T> get_colvalues<T>(IEnumerable<IBlueRow> rows, string col, int start_index, int count) {
+         List<T> rv = new List<T>();
+         int i = 0;
+         int n_copied = 0;
+         foreach (IBlueRow r in rows)
+            if (i++ >= start_index && n_copied < count) {
+               rv.Add(r.get<T>(col));
+               n_copied++;
+            }
+         return rv;
+      }
 
       public static IDictionary<T, IEnumerable<IBlueRow>> group_by<T>(IBlueRowCollection rows, string gp_col) {
          Dictionary<T, List<IBlueRow>> rv = new Dictionary<T, List<IBlueRow>>();
@@ -112,13 +188,17 @@ namespace BCG {
          }
       }
 
-      public static IEnumerable<IBlueRow> to_ienum(this IBlueRowCollection rows) {
+      public static List<IBlueRow> to_list(this IBlueRowCollection rows) {
          List<IBlueRow> rv = new List<IBlueRow>();
          foreach (IBlueRow r in rows)
             rv.Add(r);
          return rv;
       }
 
+      public static IEnumerable<IBlueRow> to_ienum(this IBlueRowCollection rows) {
+         return rows.to_list();
+      }
+
       public static IDictionary<int, IBlueRow> to_map(this IBlueRowCollection rows) {
          Dictionary<int, IBlueRow> rv = new Dictionary<int, IBlueRow>();
          foreach (IBlueRow r in rows) {
@@ -128,6 +208,10 @@ namespace BCG {
          return rv;
       }
 
+      public static bool contains_column(this IBlueTableSchema input_schema, string col) {
+         return input_schema.columnNames.Contains(col);
+      }
+
       public static IBlueTableSchema add_columns(this IBlueTableSchema input_schema, params Tuple<Type, string>[] cols) {
          List<ColumnInfo> cis = new List<ColumnInfo>(input_schema.columnInfo);
          foreach (Tuple<Type, string> c in cols)
@@ -135,6 +219,11 @@ namespace BCG {
          return new BlueTableSchema(input_schema.tableName, cis.ToArray());
       }
 
+      public static IBlueTableSchema add_column(this IBlueTableSchema input_schema, TypeCode type_arg, string col_name) {
+         Tuple<Type, string> tup = new Tuple<Type, string>(_typecode_to_type[type_arg], col_name);
+         return add_columns(input_schema, tup);
+      }
+
       public static IBlueRowCollection to_collection(this IBlueRow r) {
          if (r == null)
             return null;
@@ -191,6 +280,18 @@ namespace BCG {
 
       #region json
 
+      public static Dictionary<string, string> convert_json_to_dictionary(string json_string) {
+         Dictionary<string, string> dictionary = JsonConvert.DeserializeObject<Dictionary<string, string>>(json_string);
+         return dictionary;
+      }
+      public static IBlueRow convert_json_to_row(string json_string, int id = 0) {
+         Dictionary<string, object> dictionary = JsonConvert.DeserializeObject<Dictionary<string, object>>(json_string);
+         if (!dictionary.ContainsKey("id")) {
+            dictionary.Add("id", id);
+         }
+         return new BlueRow(dictionary);
+      }
+
       public static List<JsonNode> json_to_json_node_list(string jsonString) {
          var jsonNodeList = new List<JsonNode>();
          bool noe = String.IsNullOrEmpty(jsonString);
@@ -209,7 +310,7 @@ namespace BCG {
             foreach (JsonNode jsonNode in jsonArray) {
                jsonNodeList.Add(jsonNode);
             }
-         } catch (JsonException ex) {
+         } catch (System.Text.Json.JsonException ex) {
             Console.WriteLine($"Invalid JSON: {ex.Message}");
          }
 
@@ -486,7 +587,16 @@ namespace BCG {
          ColumnInfo[] cis = new ColumnInfo[table.Columns.Count];
          foreach (DataColumn col in table.Columns)
             cis[col.Ordinal] = new ColumnInfo(col.ColumnName, col.Ordinal, col.DataType);
-         return new BlueTableSchema(cis, table.TableName);
+         IBlueTableSchema rv = new BlueTableSchema(cis, table.TableName);
+         rv = rv.add_id_col_if_missing();
+         return rv;
+      }
+      public static IBlueTableSchema add_id_col_if_missing(this IBlueTableSchema schema) {
+         IBlueTableSchema rv = schema;
+         if (!schema.columnNames.Contains("id")) {
+            rv = schema.add_columns(Tuple.Create(typeof(int), "id"));
+         }
+         return rv;
       }
 
       /// <summary>
@@ -744,10 +854,16 @@ namespace BCG {
       }
 
       public static IBlueRowCollection toIBlueRowCollection(DataTable dt) {
-         BlueTable retVal = new BlueTable(getSchema(dt));
-         foreach (DataRow dr in dt.Rows)
-            retVal.addRow(dr);
-         return retVal;
+         IBlueTableSchema schema = getSchema(dt);
+         BlueTable rv = new BlueTable(schema);
+         foreach (DataRow dr in dt.Rows) {
+            MutableBlueRow nr = new MutableBlueRow(schema);
+            foreach (DataColumn col in dr.Table.Columns)
+               nr.setValue(col.ColumnName, dr[col.ColumnName]);
+            nr.setValue("id", rv.Count);
+            rv.addRow(nr);
+         }
+         return rv;
       }
 
       public static IBlueRowCollection toIBlueRowCollection(DataRow[] rows) {
@@ -819,20 +935,20 @@ namespace BCG {
       /// </summary>
       /// <param name="r1"></param>
       /// <param name="r2"></param>
-      /// <param name="colNames"></param>
+      /// <param name="col_names"></param>
       /// <returns></returns>
       public static int compare_rows(IBlueRow r1,
          IBlueRow r2,
-         params string[] colNames) {
-         int retVal = 0;
-         foreach (string colName in colNames) {
-            object val1 = r1[colName];
-            object val2 = r2[colName];
-            retVal = _compare_row_cols(val1, val2);
-            if (retVal != 0)
+         params string[] col_names) {
+         int comp_res = 0;
+         foreach (string cn in col_names) {
+            object val1 = r1[cn];
+            object val2 = r2[cn];
+            comp_res = _compare_row_cols(val1, val2);
+            if (comp_res != 0)
                break;
          }
-         return retVal;
+         return comp_res;
       }
 
       private static int _compare_row_cols(object v1, object v2) {
@@ -1608,8 +1724,10 @@ namespace BCG {
 
       public static int[] get_column_indices(IBlueTableSchema schema, string[] col_names) {
          List<int> rv = new List<int>();
-         foreach (string c in col_names)
+         foreach (string c in col_names) {
+            Log.assert(schema.contains_column(c), $"Could not find col: {c} in table: {schema.tableName}");
             rv.Add(schema[c].colNo);
+         }
          return rv.ToArray();
       }
 
@@ -1628,6 +1746,13 @@ namespace BCG {
          return sb.ToString();
       }
 
+      public static string id_string(IBlueRowCollection table) {
+         string rv = String.Empty;
+         foreach (IBlueRow r in table)
+            rv += $"{r["id"]} ";
+         return rv;
+      }
+
       public static IDictionary<int, List<IBlueRow>> group_together(IBlueRowCollection rows, string[] group_by_col_names) {
          BlueRowHasher hasher = new BlueRowHasher(group_by_col_names.Length);
          return group_together(rows, BlueDataUtility.get_column_indices(rows.schema, group_by_col_names), ref hasher);
@@ -1776,6 +1901,18 @@ namespace BCG {
          #endregion
       }
 
+      public static IBlueRow find_max(IEnumerable<IBlueRow> rows, params string[] cols_to_compare) {
+         if (rows == null || rows.Count() == 0)
+            return null;
+         IBlueRow max_row = rows.ElementAt(0);
+         foreach (IBlueRow r in rows) {
+            int c = compare_rows(r, max_row, cols_to_compare);
+            if (c > 0)
+               max_row = r;
+         }
+         return max_row;
+      }
+
       public static int compare_rows(IBlueRow r1, IBlueRow r2, Dictionary<string, bool> sort_map) {
          foreach (KeyValuePair<string, bool> p in sort_map) {
             int comp = compare_send_dontcare_to_last(r1, p.Key, r2, p.Key, p.Value);
@@ -2077,23 +2214,53 @@ namespace BCG {
          try {
             if (v == null || v == DBNull.Value)
                return error_val;
-            else {
-               if (v is DateTime)
-                  return (DateTime)v;
-               else if (v is string) {
-                  DateTime rv_dt = error_val;
-                  DateTime.TryParse((string)v, out rv_dt);
+
+            if (v is DateTime) {
+               return (DateTime)v;
+            } else if (v is string) {
+               DateTime rv_dt;
+
+               // Try parsing the string as a DateTime
+               if (DateTime.TryParse((string)v,
+                                     System.Globalization.CultureInfo.InvariantCulture,
+                                     System.Globalization.DateTimeStyles.RoundtripKind,
+                                     out rv_dt)) {
                   return rv_dt;
                } else {
-                  double oa_date = (double)Convert.ChangeType(v, typeof(Double));
-                  return DateTime.FromOADate(oa_date);
+                  return error_val; // Return the error value if parsing fails
                }
+            } else {
+               // Assume the input can be converted to a double and use FromOADate
+               double oa_date = (double)Convert.ChangeType(v, typeof(Double));
+               return DateTime.FromOADate(oa_date);
             }
          } catch {
             return error_val;
          }
       }
 
+
+      // private static DateTime _get_datetime_value(object v, DateTime error_val) {
+      //    try {
+      //       if (v == null || v == DBNull.Value)
+      //          return error_val;
+      //       else {
+      //          if (v is DateTime)
+      //             return (DateTime)v;
+      //          else if (v is string) {
+      //             DateTime rv_dt = error_val;
+      //             DateTime.TryParse((string)v, out rv_dt);
+      //             return rv_dt;
+      //          } else {
+      //             double oa_date = (double)Convert.ChangeType(v, typeof(Double));
+      //             return DateTime.FromOADate(oa_date);
+      //          }
+      //       }
+      //    } catch {
+      //       return error_val;
+      //    }
+      // }
+
       #endregion
 
       #region CSV methods

src/DataStreamSuite/DataStreamCore/BlueData/CircularBufferTable.cs

@@ -16,12 +16,6 @@ namespace bts {
          _buffer_sz = buffer_sz;
       }
 
-      // public OrderedBlueTable(List<IBlueRow> rows, int buffer_sz) {
-      //    _buffer_sz = buffer_sz;
-      //    foreach (IBlueRow r in rows)
-      //       add_row(r);
-      // }
-
       // returns the row that might need to be deleted to keep
       // the circular buffer intact
       public IBlueRow add_row(IBlueRow row) {

src/DataStreamSuite/DataStreamCore/DataStreamCore.csproj

@@ -8,6 +8,9 @@
 
   <ItemGroup>
     <PackageReference Include="Google.Protobuf" Version="3.24.3" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
+    <PackageReference Include="OpenAI" Version="2.0.0" />
+    <PackageReference Include="SimMetrics.Net" Version="1.0.5" />
   </ItemGroup>
 
   <ItemGroup>

src/DataStreamSuite/DataStreamCore/DynamicLoading/PrimitiveManager.cs

@@ -47,6 +47,11 @@ namespace BCG {
       /// </summary>
       /// <param name="assemblyName"></param>
       public void loadAssembly(string assemblyName) {
+         Func<Type, bool> is_silverpine_only = (t) => {
+            if (!assemblyName.Contains("SharedStreams.dll"))
+               return true;
+            return t.Namespace == "bts.SilverPine";
+         };
          bts.Log.Gen.info($"PrimitiveManager.loadAssembly assemblyName: {assemblyName}");
          if (myAssemblyNames.Contains(assemblyName))
             return;
@@ -56,7 +61,7 @@ namespace BCG {
             Assembly.LoadFrom(assemblyName);
 
          foreach (Type type in loadedAssembly.GetTypes())
-            if (!type.IsInterface
+            if (!type.IsInterface && is_silverpine_only(type)
                && !type.IsAbstract
                && type.IsSubclassOf(typeof(ViewStream))
                && type.IsPublic) {

src/DataStreamSuite/DataStreamCore/Messaging/Publish/PubTableBroker.cs

@@ -51,13 +51,13 @@ namespace BCG {
       public virtual void make_batch_changes(IBlueRowCollection new_rows,
                                              IBlueRowCollection del_rows,
                                              IBlueRowCollection added_rows) {
-         string log_msg = $"PubTableBroker.make_batch_changes table: {new_rows.schema.tableName} del: {del_rows.Count} added: {added_rows.Count}";
-         foreach (IBlueRow r in del_rows)
-            log_msg += $"id: {r["id"]} ";
-         log_msg += "addedRows: ";
-         foreach (IBlueRow r in added_rows)
-            log_msg += $"id: {r["id"]}";
-         bts.Log.Gen.info(log_msg);
+         // string log_msg = $"PubTableBroker.make_batch_changes table: {new_rows.schema.tableName} del: {del_rows.Count} added: {added_rows.Count}";
+         // foreach (IBlueRow r in del_rows)
+         //    log_msg += $"id: {r["id"]} ";
+         // log_msg += "addedRows: ";
+         // foreach (IBlueRow r in added_rows)
+         //    log_msg += $"id: {r["id"]}";
+         // bts.Log.Gen.info(log_msg);
          SinglePubTableBroker table_publisher = null;
          var name_key = new_rows.schema.tableName.ToLower();
          if (!_publisher_map.TryGetValue(name_key, out table_publisher))

src/DataStreamSuite/DataStreamCore/Messaging/Subscription/TableAccumulator2.cs

@@ -5,18 +5,21 @@ using System.Linq;
 
 using bts;
 
-namespace BCG {
+namespace BCG
+{
    // This class is responsible for mantaining the state fo a table. It gets the
    // bytes from the pubsubserver via the handle_updates call (called by VSD), deserializes
    // updates the state of the table, and fires the TableUpdateDelegate.
-   public class TableAccumulator2 : ITableAccumulator {
+   public class TableAccumulator2 : ITableAccumulator
+   {
       private readonly string _tag;
       private readonly ISubscriberCore _subscriber_core;
       IStreamMsgDeserilizer _deser = new StreamIODeserializationController();
       private BlueTable _table;
       private TableUpdateDelegate _on_update_delegate;
 
-      public TableAccumulator2(string tag, ISubscriberCore sub_core) {
+      public TableAccumulator2(string tag, ISubscriberCore sub_core)
+      {
          _tag = tag;
          _subscriber_core = sub_core;
       }
@@ -25,10 +28,13 @@ namespace BCG {
 
       //public bool is_active() { return _on_update_delegate != null; }
 
-      public event TableUpdateDelegate on_update {
-         add {
+      public event TableUpdateDelegate on_update
+      {
+         add
+         {
             Log.Gen.info("TableAccumulator2.on_update.add {_tag} subscribed");
-            if (_on_update_delegate == null) {
+            if (_on_update_delegate == null)
+            {
                //ie first subscription
                Log.Gen.info("TableAccumulator2.on_update {_tag} subscribed for the first time");
                _subscriber_core.subscribe(_tag);
@@ -38,14 +44,17 @@ namespace BCG {
             if (_table != null)
                value(_table, _table, new BlueTable(_table.schema));
          }
-         remove {
+         remove
+         {
             Log.Gen.info("TableAccumulator2.on_update.remove {_tag} unsubscribed");
-            if (_on_update_delegate != null) {
+            if (_on_update_delegate != null)
+            {
                _on_update_delegate =
                   Delegate.Remove(_on_update_delegate, value) as TableUpdateDelegate;
                int n_subs = _on_update_delegate == null ? 0 : _on_update_delegate.GetInvocationList().Length;
                Log.Gen.info("TableAccumulator2.on_update.remove {_tag} unsubscribed n_subs: {n_subs}");
-               if (_on_update_delegate == null) {
+               if (_on_update_delegate == null)
+               {
                   _subscriber_core.unsubscribe(_tag);
                   // TODO
                   //_table = null;
@@ -54,17 +63,20 @@ namespace BCG {
 
          }
       }
-
-      public void handle_updates(IEnumerable<byte[]> msgs) {
+      private int _update_no = 0;
+      public void handle_updates(IEnumerable<byte[]> msgs)
+      {
          if (msgs == null || msgs.Count() == 0)
             return;
-         Log.Gen.info($"TableAccumulator2.handle_updates msgs: {msgs.Count()} msg_0: {msgs.ElementAt(0).Length}");
+         Log.Gen.info($"TableAccumulator2.handle_updates _update_no: {_update_no++} msgs: {msgs.Count()} msg_0: {msgs.ElementAt(0).Length}");
          IBlueRowCollection table_0 = _table == null ? null : new BlueTable(_table);
-         foreach (var msg in msgs) {
+         foreach (var msg in msgs)
+         {
             bts.StreamIOMessage str_msg = _deser.deserialize(msg);
-            var state_txt = _table == null ? "NULL" : _table.Count.ToString();
+            var state_txt = _table == null ? "NULL" : _table.Count.ToString();// BlueDataUtility.id_string(_table);
             Log.Gen.info($"TableAccumulator2.handle_update tag: {_tag} sz: {msg.Length} str_msg: {str_msg} _state: {state_txt}");
-            switch (str_msg.op) {
+            switch (str_msg.op)
+            {
                case bts.StreamIOMessage.StreamOp.CREATE:
                   _table = new BlueTable(str_msg.create_message.rows);
                   break;
@@ -77,11 +89,13 @@ namespace BCG {
          // this could be made faster if we just do this on the CREATE  message, and pass-through
          // what we get on the MULTIPLE_REMOVE_ADD
          IBlueRowCollection d_rows, a_rows;
-         BlueDataUtility.compute_differences_id_based(_table, table_0, out d_rows, out a_rows);
+         //BlueDataUtility.compute_differences_id_based(_table, table_0, out d_rows, out a_rows);
+         BlueDataUtility.compute_differences_fast(_table, table_0, out d_rows, out a_rows);
          _on_update_delegate(_table, a_rows, d_rows);
       }
 
-      public void update(Stream[] streams) {
+      public void update(Stream[] streams)
+      {
       }
 
       #endregion

src/DataStreamSuite/DataStreamCore/Messaging/v2/Publish/Serialization/StreamSerializationUtils.cs

@@ -95,8 +95,8 @@ namespace bts {
       }
 
       public static IBlueTableSchema deserialize_schema(ref BinaryReader br) {
-         var hex_txt = to_hex(br.BaseStream);
-         bts.Log.Gen.info($"StreamSerializationUtils.deserialize_schema bytes: {hex_txt}");
+         // var hex_txt = to_hex(br.BaseStream);
+         // bts.Log.Gen.info($"StreamSerializationUtils.deserialize_schema bytes: {hex_txt}");
          string table_name = br.read_string_cpp();
          int n_cols = br.ReadInt32(); // doing a br.Read was only advancing the data 1 byte!!
          List<ColumnInfo> cis = new List<ColumnInfo>();
@@ -137,8 +137,8 @@ namespace bts {
 
       public static ColumnInfo deserialize_column_info(ref BinaryReader br) {
          //col_no, name, type>
-         var hex_txt = to_hex(br.BaseStream);
-         bts.Log.Gen.info($"StreamSerializationUtils.deserialize_column_info bytes: {hex_txt}");
+         // var hex_txt = to_hex(br.BaseStream);
+         // bts.Log.Gen.info($"StreamSerializationUtils.deserialize_column_info bytes: {hex_txt}");
          int col_no = br.ReadInt32();
          string col_name = br.read_string_cpp();
          int tc_int = br.ReadInt32();
@@ -212,5 +212,18 @@ namespace bts {
          return rv;
       }
 
+      public static string to_hex(byte[] byte_arr, int start_pos, int end_pos) {
+         var len = end_pos - start_pos;
+         StringBuilder hex_builder = new StringBuilder(len * 2);
+         int i = 0;
+
+         foreach (byte b in byte_arr) {
+            if (i >= start_pos && i < end_pos)
+               hex_builder.Append($"{b:X2} ");
+            i++;
+         }
+         return hex_builder.ToString().Trim();
+      }
+
    }
 }

src/DataStreamSuite/DataStreamCore/Messaging/v2/Receive/PubSubServer/PubsubServerStreamTagHandler.cs

@@ -7,12 +7,23 @@ namespace bts {
 
    // for non stream tags
    public class PubsubServerGenericDataHandler : IPubSubServerTagHandler {
-      byte[] _state = null;
-      public void update(string tag, byte[] msg) {
-         _state = msg;
+      //byte[] _state = null;
+      private MemoryStream _str = new MemoryStream();
+      private BinaryWriter _bw;
+      public PubsubServerGenericDataHandler() {
+         _bw = new BinaryWriter(_str);
       }
+      public void update(string tag, byte[] msg) {
+         _str.Position = 0;
+         _bw.Write(msg);
+         Log.Gen.info($"PubsubServerGenericDataHandler.update tag: {tag} msg_len: {msg.Length}");
+      }
+
+
       public byte[] get_content(string tag) {
-         return _state;
+         var rv = _str.ToArray();
+         Log.Gen.info($"PubsubServerGenericDataHandler.get_content tag: {tag} rv: {rv.Length}");
+         return rv;
       }
       public string[] supportedTagTypes { get; }
       public void register(InternalPublishDelegate callback) { }
@@ -33,7 +44,7 @@ namespace bts {
       public void update(string tag, byte[] msg) {
          StreamIOMessage str_msg = _deser.deserialize(msg);
          var state_txt = _state == null ? "NULL" : _state.Count.ToString();
-         Log.Gen.info($"PubsubServerSingleStreamTagHandler.update (pre.1) tag: {tag} sz: {msg.Length} str_msg: {str_msg} _state: {state_txt}");
+         Log.Gen.info($"PubsubServerSingleStreamTagHandler.update (pre.1) tag: {tag} sz: {msg.Length} _state: {state_txt}");
          switch (str_msg.op) {
             case StreamIOMessage.StreamOp.CREATE:
                //Log.assert(_state == null);
@@ -45,7 +56,7 @@ namespace bts {
                _state.addRows(str_msg.multiple_remove_add_message.added_rows);
                break;
          }
-         Log.Gen.info($"PubsubServerSingleStreamTagHandler.update (post) tag: {tag} sz: {msg.Length} str_msg: {str_msg} state: {_state.Count}");
+         Log.Gen.info($"PubsubServerSingleStreamTagHandler.update (post) tag: {tag} sz: {msg.Length}  state: {_state.Count}");
       }
 
       public byte[] get_content(string tag) {
@@ -60,7 +71,7 @@ namespace bts {
          };
          var rv = get_content_();
          var rv_txt = rv == null ? "null" : rv.Length.ToString();
-         Log.Gen.info($"PubsubServerStreamTagHandler.get_content rv: {rv_txt}");
+         Log.Gen.info($"PubsubServerSingleStreamTagHandler.get_content rv: {rv_txt}");
          return rv;
       }
       public string[] supportedTagTypes {

src/DataStreamSuite/DataStreamExpressions/DataStreamExpressionTokens.lex

@@ -9,7 +9,15 @@
 Letter                   [a-zA-Z]
 BooleanConstant          'true'|'false'
 CSStringConstant         \"([^\"\\]*|\\.)*\"
-DateTimeConstant         ([1-9]|'10'|'11'|'12')\/([1-9]|([1-2][0-9])|'30'|'31')\/[0-9][0-9][0-9]*
+YearInt                  [0-9]{4}
+MonthInt                 [0-9]{1,2}
+DayInt                   [0-9]{1,2}
+/**
+ * DateTimeConstant supports American (mm/dd/yyyy) and European (yyyy/mm/dd)
+ * formats. Month and day can be 1 or 2 digits. It does not validate that the
+ * numbers represent an actual date.
+ */
+DateTimeConstant         ({MonthInt}\/{DayInt}\/{YearInt}|{YearInt}\/{MonthInt}\/{DayInt})
 IntegerConstant          -?[0-9]+
 NullConstant             'null'
 RealConstant             -?[0-9]+\.[0-9]+

src/DataStreamSuite/DataStreamPublisher/Configurations/MarketDataPublisher.json

@@ -1,6 +1,6 @@
 {
   "user": "bts",
-  "sparkd": "http://localhost:8000/config",
+  "sparkd": "http://192.168.1.80:8000/config",
   "pubsub": {
     "milliseconds_between_sub_info_updates": 1000,
     "milliseconds_between_time_slice_updates": 5000,
@@ -18,14 +18,14 @@
     "publisher_routes": [
       {
         "name": "default",
-        "server_address": "bluto://localhost:12345",
+        "server_address": "bts-cloud://127.0.0.1:12345",
         "tag": ".*"
       }
     ],
     "subscriber_routes": [
       {
         "name": "default",
-        "server_address": "bluto://localhost:12345",
+        "server_address": "bts-cloud://127.0.0.1:12345",
         "tag": ".*"
       }
     ],
@@ -89,8 +89,8 @@
       "name": "test_data",
       "streams": [
         {
-          "name": "seconds_1_10",
-          "expression": "second(1,10)",
+          "name": "milliseconds_1000_100",
+          "expression": "milliseconds(1000,100)",
           "is_on_websocket": true
         },
         {
@@ -105,5 +105,25 @@
         }
       ]
     }
+    // {
+    //   "name": "news_data",
+    //   "streams": [
+    //     {
+    //       "name": "benzinga_news",
+    //       "expression": "benzingaNews(\"mongodb://localhost:27017\",\"local\",\"news_headlines\", \"30s\", \"5d\")",
+    //       "is_on_websocket": true
+    //     },
+    //     {
+    //       "name": "benzinga_news_symbols",
+    //       "expression": "benzingaNewsSymbols(benzinga_news)",
+    //       "is_on_websocket": true
+    //     },
+    //     {
+    //       "name": "benzinga_news_symbol_state",
+    //       "expression": "benzingaNewsSymbolState(benzinga_news)",
+    //       "is_on_websocket": true
+    //     }
+    //   ]
+    // }
   ]
-}
+}

src/DataStreamSuite/DataStreamPublisher/Configurations/TestDataPublisher.json

@@ -6,7 +6,22 @@
       "streams": [
         {
           "name": "seconds_1_10",
-          "expression": "second(1,10)",
+          "expression": "milliseconds(1000,10)",
+          "is_on_websocket": true
+        },
+        {
+          "name": "benzinga_news",
+          "expression": "benzingaNews(\"mongodb://localhost:27017\",\"local\",\"news_headlines\", \"30s\", \"5d\")",
+          "is_on_websocket": true
+        },
+        {
+          "name": "benzinga_news_symbols",
+          "expression": "benzingaNewsSymbols(benzinga_news)",
+          "is_on_websocket": true
+        },
+        {
+          "name": "benzinga_news_symbol_state",
+          "expression": "benzingaNewsSymbolState(benzinga_news)",
           "is_on_websocket": true
         },
         {
@@ -22,4 +37,4 @@
       ]
     }
   ]
-}
+}

src/DataStreamSuite/DataStreamPublisher/DataStreamPublisherConfig.cs

@@ -10,7 +10,8 @@ using System.IO;
 using System.Text.Json;
 using System.Text.Json.Serialization;
 
-public class DataStreamPublisherConfig {
+public class DataStreamPublisherConfig
+{
    /// <summary>
    /// The login user for sparkd
    /// </summary>
@@ -38,9 +39,17 @@ public class DataStreamPublisherConfig {
    [JsonPropertyName("publishers")]
    public List<PublisherNode>? Publishers { get; set; }
 
-   [JsonPropertyName("simple_echo_client")]
-   [Option("simple-echo-client", HelpText = "Run a simple echo client (won't publish tables or connect to sparkd)")]
-   public bool? SimpleEchoClient { get; set; }
+   [JsonPropertyName("mongodb_url")]
+   public string MONGO_DB_URL { get; set; }
+
+   [JsonPropertyName("mongodb_db_name")]
+   public string MONGO_DB_NAME { get; set; }
+
+   [JsonPropertyName("mongodb_db_collection")]
+   public string MONGO_DB_COLLECTION { get; set; }
+
+   [JsonPropertyName("benzinga_news_ttl")]
+   public string BENZINGA_NEWS_TTL { get; set; }
 
    [JsonPropertyName("pubsub")]
    public PubSubConfig? PubSub { get; set; }
@@ -53,18 +62,18 @@ public class DataStreamPublisherConfig {
    public string? ConfigFile { get; set; }
 
    public static DataStreamPublisherConfig Default() =>
-      new() {
-         SimpleEchoClient = false,
+      new()
+      {
          PubSub = PubSubConfig.Default(),
       };
 
-   public void MergeWith(DataStreamPublisherConfig other) {
+   public void MergeWith(DataStreamPublisherConfig other)
+   {
       User ??= other.User;
       Password ??= other.Password;
       Sparkd ??= other.Sparkd;
       Publishers ??= other.Publishers;
       PubSub ??= other.PubSub;
-      SimpleEchoClient ??= other.SimpleEchoClient;
       ConfigFile ??= other.ConfigFile;
    }
 
@@ -75,8 +84,10 @@ public class DataStreamPublisherConfig {
    /// <exception cref="InvalidOperationException">
    /// JsonSerializer.Deserialize returns null
    /// </exception>
-   public void MergeWithConfigFile() {
-      if (ConfigFile is null) {
+   public void MergeWithConfigFile()
+   {
+      if (ConfigFile is null)
+      {
          return;
       }
       var cfgString = File.ReadAllText(ConfigFile);

src/DataStreamSuite/DataStreamPublisher/Program.cs

@@ -23,8 +23,10 @@ using System.Threading.Tasks;
 await Parser.Default.ParseArguments<DataStreamPublisherConfig>(args)
    .MapResult(RunAsync, errs => Task.FromResult(1));
 
-async Task<int> RunAsync(DataStreamPublisherConfig cfg) {
-   try {
+async Task<int> RunAsync(DataStreamPublisherConfig cfg)
+{
+   try
+   {
       cfg.MergeWithConfigFile();
       cfg.MergeWith(DataStreamPublisherConfig.Default());
       PubSubConfig.SetGlobalConfig(Log.notnull(cfg.PubSub));
@@ -32,12 +34,10 @@ async Task<int> RunAsync(DataStreamPublisherConfig cfg) {
       Log.Gen.info("Starting DataStreamPublisher");
       var service_ctx = ServiceContext.create(cfg.Sparkd);
       await service_ctx.login(cfg.User ?? "bts", cfg.Password ?? string.Empty);
-      if (cfg.SimpleEchoClient ?? false) {
-         start_echo_client();
-      } else {
-         _publish_streams(cfg.Publishers ?? new(0));
-      }
-   } catch (Exception ex) {
+      _publish_streams(cfg.Publishers ?? new(0));
+   }
+   catch (Exception ex)
+   {
       // Write the error to console first, in case the logging system is compromised.
       var error_msg = $"DataStreamPublisher threw exception:\n{ex}";
       Console.Error.WriteLine(error_msg);
@@ -48,41 +48,39 @@ async Task<int> RunAsync(DataStreamPublisherConfig cfg) {
    return 0;
 }
 
-static ViewStream? build_stream(string? stream_expression) {
-   if (stream_expression is null) {
+static ViewStream? build_stream(string? stream_expression)
+{
+   // Console.WriteLine("Hit key to continue");
+   // Console.ReadLine();
+   if (stream_expression is null)
+   {
       return null;
    }
-   try {
+   try
+   {
       bts.Log.Gen.info($"build_stream stream_expression: {stream_expression}");
       var exp = DataStreamExpressionsInterpreter.Evaluate(stream_expression);
       var rv = exp.getView(new Dictionary<string, StatementExpression>(0));
       return rv;
 
-   } catch (Exception ex) {
+   }
+   catch (Exception ex)
+   {
       bts.Log.assert(false, $"Could not build stream: {stream_expression} ex: {ex}");
       return null;
    }
 }
 
-static void start_echo_client() {
-   Console.WriteLine("Starting DSPublisher in TCP client echo mode, Hit key to continue");
-   Console.ReadLine();
-   SimpleTCPClient client = new SimpleTCPClient("127.0.0.1", 12345, 1000, 1000);
-   client.start();
-   while (true) {
-      System.Threading.Thread.Sleep(1000);
-   }
-   // await SimpleTCPClient.start("127.0.0.1", 12345);
-   // Task.Delay(1000000000).Wait();
-}
-
-void _publish_streams(IEnumerable<PublisherNode> publishers) {
+void _publish_streams(IEnumerable<PublisherNode> publishers)
+{
    PubTableBroker pb_broker = new PubTableBroker();
    RemoteQueryManager csm = new RemoteQueryManager();
    var csvPublishers = new List<CSVPublisher>();
 
-   foreach (var publisher in publishers) {
-      if (Directory.Exists(publisher.CsvDir)) {
+   foreach (var publisher in publishers)
+   {
+      if (Directory.Exists(publisher.CsvDir))
+      {
          csvPublishers.Add(new(publisher.CsvDir, pb_broker));
       }
    }
@@ -91,7 +89,8 @@ void _publish_streams(IEnumerable<PublisherNode> publishers) {
       .SelectMany(p => p.Streams.empty_if_null().Select(createViewPublisher))
       .ToList();
 
-   while (true) {
+   while (true)
+   {
       System.Threading.Thread.Sleep(TimeSpan.FromSeconds(1));
       ViewStreamDatabase.instance.doWork();
       csm.doWork();
@@ -99,16 +98,19 @@ void _publish_streams(IEnumerable<PublisherNode> publishers) {
       ManagedSubscriber.instance.doWork();
    }
 
-   ViewPublisher? createViewPublisher(PublishedStream ps) {
+   ViewPublisher? createViewPublisher(PublishedStream ps)
+   {
       Log.Gen.info(
          $"Instantiating ViewPublisher for: {JsonSerializer.Serialize(ps)}");
-      if (string.IsNullOrEmpty(ps.Name)) {
+      if (string.IsNullOrEmpty(ps.Name))
+      {
          Log.Gen.warn(
             $"Failed to instantiate ViewPublisher. Null/empty 'name': {JsonSerializer.Serialize(ps)}");
          return null;
       }
       var vs = build_stream(ps.Expression);
-      if (vs is null) {
+      if (vs is null)
+      {
          Log.Gen.warn(
             $"Failed to instantiate ViewPublisher. Invalid 'expression': {JsonSerializer.Serialize(ps)}");
          return null;
@@ -119,31 +121,39 @@ void _publish_streams(IEnumerable<PublisherNode> publishers) {
    }
 }
 
-void on_change(object obj) {
+void on_change(object obj)
+{
    bts.Log.Gen.info($"DSPublisher on_change dp: {obj}");
 }
 
-public class CSVPublisher : IWorker {
+public class CSVPublisher : IWorker
+{
    private IDictionary<string, ViewPublisher> _pubs = new Dictionary<string, ViewPublisher>();
    private readonly string _csv_directory;
    private PubTableBroker _pub_table_broker;
 
-   public CSVPublisher(string csv_directory, PubTableBroker pub_table_broker) {
+   public CSVPublisher(string csv_directory, PubTableBroker pub_table_broker)
+   {
       _csv_directory = csv_directory;
       _pub_table_broker = pub_table_broker;
       MasterWorker.getInstance(false).addWorker(this, TimeSpan.FromSeconds(1));
    }
-   public void doWork() {
+   public void doWork()
+   {
       var file_names = Directory.GetFiles(_csv_directory);
-      foreach (var fn in file_names) {
-         if (!_pubs.ContainsKey(fn)) {
+      foreach (var fn in file_names)
+      {
+         if (!_pubs.ContainsKey(fn))
+         {
             _handle_new_file(fn);
          }
       }
    }
 
-   private void _handle_new_file(string file_name) {
-      if (file_name.EndsWith(".csv")) {
+   private void _handle_new_file(string file_name)
+   {
+      if (file_name.EndsWith(".csv"))
+      {
          ViewStream vs = new CSVReaderStream(file_name);
          vs = new SchemaGuesserStream(vs);
          var toks = file_name.Split('\\');

src/DataStreamSuite/DataStreamQueryAnalyzer/Configurations/DataStreamQueryAnalyzer.json

@@ -1,5 +1,6 @@
 {
   "user": "bts",
+  "sparkd": "http://192.168.1.80:8000/config",
   "pubsub": {
     "milliseconds_between_sub_info_updates": 1000,
     "milliseconds_between_time_slice_updates": 5000,
@@ -17,14 +18,14 @@
     "publisher_routes": [
       {
         "name": "default",
-        "server_address": "bluto://localhost:12345",
+        "server_address": "bts-cloud://192.168.1.80:12345",
         "tag": ".*"
       }
     ],
     "subscriber_routes": [
       {
         "name": "default",
-        "server_address": "bluto://localhost:12345",
+        "server_address": "bts-cloud://192.168.1.80:12345",
         "tag": ".*"
       }
     ],
@@ -58,4 +59,4 @@
     "gc_activation_threshold": 0,
     "wait_period_after_gc": 1000
   }
-}
+}

src/DataStreamSuite/DataStreamQueryAnalyzer/MainForm.cs

@@ -25,8 +25,10 @@ using System.Threading.Tasks;
 
 
 
-namespace BCG {
-   public partial class MainForm : System.Windows.Forms.Form {
+namespace BCG
+{
+   public partial class MainForm : System.Windows.Forms.Form
+   {
       // static async Task _run() {
       //    var login = "bts";
       //    var passwd = String.Empty;
@@ -48,7 +50,8 @@ namespace BCG {
       private string myKQ;
       private TextWriter? myConsoleOutput;
 
-      public MainForm() {
+      public MainForm()
+      {
          //Task.Run(async () => await _run());
          InitializeComponent();
          // myKQ = ConfigurationRequester.getApplicationQualifier();         
@@ -61,25 +64,40 @@ namespace BCG {
 
          this.Load += new EventHandler(myLoad);
          this.Closing += new CancelEventHandler(myClosing);
-         myQueryTextBox.TextChanged += (o, e) => {
+         myQueryTextBox.TextChanged += (o, e) =>
+         {
             myQueryTextBox.ForeColor = Color.White;
          };
       }
 
-      public string query_text {
+      public string query_text
+      {
          get { return myQueryTextBox.Text; }
          set { myQueryTextBox.Text = value; }
       }
-      private ViewStream myGetAllTagsStream() {
+      private ViewStream myGetAllTagsStream()
+      {
          // TODO: Port PublishedTagsStream from edge (then we can uncomment impl below)
          //ViewStream vs = new PubSubServerStateStream();
          ViewStream vs = new PubSubServerStateStream();
          return new FilterStream(vs, "tag~='DS_'");
-         //return new LiteralStream("tag/String", "DS_Comedians;DS_Baldies");
+         //return new LiteralStream("tag/String", "DS_table1;DS_table2");
       }
 
-      private void mySetText() {
-         this.Text = "Data Stream Query Analyzer | Site: " + mySite + (string.IsNullOrEmpty(myKQ) ? string.Empty : " | Key Qualifier: " + myKQ);
+      private void mySetText()
+      {
+         ViewStream routes = new PubsubRoutesStream();
+         routes.onChange += (o) => { };
+         var rows = routes.rows;
+         string route_txt = String.Empty;
+         foreach (IBlueRow r in rows)
+         {
+            var tag_regexp = r.get<string>("tag_regexp");
+            var server_url = r.get<string>("server_url");
+            route_txt += $"{tag_regexp} : {server_url},";
+         }
+
+         this.Text = $"Data Stream Query Analyzer  |  routes: {route_txt}";
          myToolStripStatusLabelTime.Text = "Ready";
          myToolStripStatusLabelRows.Text = string.Empty;
       }
@@ -88,10 +106,12 @@ namespace BCG {
       /// Gets the data in the form of a multilevel IDictionary
       /// </summary>
       /// <returns></returns>
-      private IDictionary myGetLibraryData() {
+      private IDictionary myGetLibraryData()
+      {
          SortedList retVal = new SortedList();
          string[] primitiveNames = PrimitiveManager.instance.getPrimitiveNames();
-         foreach (string pName in primitiveNames) {
+         foreach (string pName in primitiveNames)
+         {
             string aName = PrimitiveManager.instance.getAssemblyName(pName);
             ICollection cNames = PrimitiveManager.instance.getConstructorSigns(pName);
             if (!retVal.Contains(aName))
@@ -106,12 +126,15 @@ namespace BCG {
       }
 
 
-      private void myLoadAssemblies() {
+      private void myLoadAssemblies()
+      {
          myTreeView.Nodes.Clear();
          IDictionary libraryData = myGetLibraryData();
-         foreach (DictionaryEntry de in libraryData) {
+         foreach (DictionaryEntry de in libraryData)
+         {
             TreeNode assemblyNode = new TreeNode(de.Key as String);
-            foreach (DictionaryEntry innerDe in (de.Value as IDictionary)) {
+            foreach (DictionaryEntry innerDe in (de.Value as IDictionary))
+            {
                TreeNode primitiveNode = new TreeNode(innerDe.Key as string);
                foreach (string con in (innerDe.Value as ICollection))
                   primitiveNode.Nodes.Add(con);
@@ -131,23 +154,29 @@ namespace BCG {
          }*/
       }
 
-      private void myHandleTableListChange(object o) {
+      private void myHandleTableListChange(object o)
+      {
          IBlueRowCollection rows = (o as DataPacket).newRows;
          myUpdateTableList();
       }
 
 
       #region Persistence Keys
-      public int textBoxHeight {
+      public int textBoxHeight
+      {
          get { return myQueryTextBox.Height; }
          set { myQueryTextBox.Height = value; }
       }
       #endregion
 
-      private void myTryExpression(string expStr) {
+      private Stopwatch _stopwatch = new Stopwatch();
+      private void myTryExpression(string expStr)
+      {
+         _stopwatch.Restart();
          myFreezeView(false); // force unfreeze the view
          DataStreamExpression oldExp = myExp;
-         try {
+         try
+         {
             var exp = DataStreamExpressionsInterpreter.Evaluate(expStr);
 
             if (exp == null)
@@ -173,7 +202,9 @@ namespace BCG {
                oldExp.getView(new Hashtable()).onChange -= new DataStream.ChangeDelegate(myCallback);
                */
             //myQueryTextBox.Text = expStr;
-         } catch (Exception exc) {
+         }
+         catch (Exception exc)
+         {
             Log.Ui.warn(exc.ToString());
 
             myDataGrid.DataSource = null;
@@ -187,7 +218,8 @@ namespace BCG {
          }
       }
 
-      private string myExtractFromClass(TextReader r) {
+      private string myExtractFromClass(TextReader r)
+      {
          string line = r.ReadLine();
          while (line != null && line.IndexOf("*Expression*") == -1)
             line = r.ReadLine();
@@ -200,7 +232,8 @@ namespace BCG {
          string result = "";
          line = r.ReadLine();
 
-         while (line != null && line.IndexOf("----------------------------------------------------------------------") == -1) {
+         while (line != null && line.IndexOf("----------------------------------------------------------------------") == -1)
+         {
             if (line != "")
                result += line.Substring("       ".Length) + "\n";
             line = r.ReadLine();
@@ -211,17 +244,24 @@ namespace BCG {
          return result;
       }
 
-      public void loadFile(string fileName) {
-         try {
+      public void loadFile(string fileName)
+      {
+         try
+         {
             TextReader r = new StreamReader(fileName);
-            try {
+            try
+            {
                myQueryTextBox.Text = myExtractFromClass(r);
-            } finally {
+            }
+            finally
+            {
                r.Close();
             }
             myLastFileName = fileName;
             this.Text = fileName;
-         } catch (Exception exc) {
+         }
+         catch (Exception exc)
+         {
             Log.Ui.warn(exc.ToString());
 
             myDataGrid.DataSource = null;
@@ -232,7 +272,8 @@ namespace BCG {
 
       }
 
-      private void myPrintCode(IBlueTableSchema schema, ICollection vars, string code) {
+      private void myPrintCode(IBlueTableSchema schema, ICollection vars, string code)
+      {
 
          myCSharpText.Text = "using System;\n\nnamespace BCG\n{";
 
@@ -252,7 +293,8 @@ namespace BCG {
 
          string lastVar = null;
          string variableDeclarations = "";
-         foreach (string var in vars) {
+         foreach (string var in vars)
+         {
             variableDeclarations += "         ViewStream " + var + ";\n";
             lastVar = var;
          }
@@ -282,13 +324,16 @@ namespace BCG {
          myCSharpText.Text += "}";
       }
 
-      static DataGridViewColumn _column_factory(ColumnInfo ci) {
-         return new DataGridViewTextBoxColumn {
+      static DataGridViewColumn _column_factory(ColumnInfo ci)
+      {
+         return new DataGridViewTextBoxColumn
+         {
             HeaderText = ci.colName,
             Width = get_col_width(ci)
          };
 
-         static int get_col_width(ColumnInfo ci) {
+         static int get_col_width(ColumnInfo ci)
+         {
             const int CHAR_WIDTH = 10;
             const int MIN_WIDTH = 50;
             const int MIN_DATE_WIDTH = 200;
@@ -299,12 +344,15 @@ namespace BCG {
       }
 
       // this is the stream callback
-      private void myCallback(object o) {
+      private void myCallback(object o)
+      {
+         _stopwatch.Stop();
          var timer = Stopwatch.StartNew();
          DataPacket dp = o as DataPacket;
          myCrono.Stop();
          Log.Ui.diag($"Received callback for {dp.schema.tableName}");
-         if (o == null) {
+         if (o == null)
+         {
             System.Windows.Forms.MessageBox.Show(this, "Received a Null Data packet",
                                                    "Invalid Data", MessageBoxButtons.OK, MessageBoxIcon.Error);
             return;
@@ -314,14 +362,16 @@ namespace BCG {
          myToolStripStatusLabelRows.BackColor = Color.Black;
          myToolStripStatusLabelTime.ForeColor = Color.White;
          myToolStripStatusLabelRows.ForeColor = Color.White;
-         myToolStripStatusLabelTime.Text = "Last update: " + DateTime.Now.ToString("hh:mm:ss:fff tt");
+         string time_text = "Last update: " + DateTime.Now.ToString("hh:mm:ss:fff tt") + $" time: {_stopwatch.ElapsedMilliseconds} msecs\t\t";
+         myToolStripStatusLabelTime.Text = time_text;
          myToolStripStatusLabelRows.Text = "New = " + dp.newRows.Count + "  Added = " + dp.addedRows.Count + "  Deleted = " + dp.deletedRows.Count;
          Log.Ui.diag(Text);
          int hscrollval = myChangeStyle ? 0 : myDataGrid.HorizScrollBarValue;
 
          myDataGrid.DataSource = new SimpleBindableCollection(dp.newRows.schema, dp.newRows);
          var force = false;
-         if (myChangeStyle && force) {
+         if (myChangeStyle && force)
+         {
             myChangeStyle = false;
             myDataGrid.Columns.Clear();
             myDataGrid.Columns.AddRange(Array.ConvertAll(dp.schema.columnInfo, _column_factory));
@@ -348,7 +398,8 @@ namespace BCG {
 
       private DataStreamExpression? myExp;
 
-      private void myTimer_Tick(object sender, System.EventArgs e) {
+      private void myTimer_Tick(object sender, System.EventArgs e)
+      {
          // try 
          // {
          ViewStreamDatabase.instance.doWork();
@@ -365,22 +416,27 @@ namespace BCG {
          // }
       }
 
-      class StringWrapper {
-         public StringWrapper(string s) {
+      class StringWrapper
+      {
+         public StringWrapper(string s)
+         {
             myTableName = s;
          }
-         public string tableName {
+         public string tableName
+         {
             get { return myTableName; }
          }
          private string myTableName;
       }
 
-      private void MainForm_Closed(object sender, System.EventArgs e) {
+      private void MainForm_Closed(object sender, System.EventArgs e)
+      {
          if (myExp != null)
             myExp.getView(new Dictionary<string, StatementExpression>(0)).onChange -= new DataStream.ChangeDelegate(myCallback);
       }
 
-      private void myMenuItemExecuteQueryClick(object sender, System.EventArgs e) {
+      private void myMenuItemExecuteQueryClick(object sender, System.EventArgs e)
+      {
          myQueryTextBox.SelectionStart = myQueryTextBox.Text.Length;
          myQueryTextBox.SelectionLength = myQueryTextBox.Text.Length;
          myQueryTextBox.SelectionColor = Color.White;
@@ -388,7 +444,8 @@ namespace BCG {
          myTryExpression(myQueryTextBox.Text);
       }
 
-      private void myToolStripMenuItemExecSel_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemExecSel_Click(object sender, EventArgs e)
+      {
          // int selstart = myQueryTextBox.SelectionStart;
          // int sellength = myQueryTextBox.SelectionLength;
          // myQueryTextBox.SelectionStart = 0;
@@ -403,7 +460,8 @@ namespace BCG {
          // myQueryTextBox.SelectionColor = Color.White;
       }
 
-      private void myMenuItemOpenClick(object sender, System.EventArgs e) {
+      private void myMenuItemOpenClick(object sender, System.EventArgs e)
+      {
          OpenFileDialog od = new OpenFileDialog();
          od.Filter = "C# class (*.cs)|*.cs";
 
@@ -411,21 +469,24 @@ namespace BCG {
             loadFile(od.FileName);
       }
 
-      private void mySave(string fileName) {
+      private void mySave(string fileName)
+      {
          using (TextWriter w = new StreamWriter(fileName))
             w.Write(myCSharpText.Text);
          myLastFileName = fileName;
          this.Text = fileName;
       }
 
-      private void myMenuItemSaveClick(object sender, System.EventArgs e) {
+      private void myMenuItemSaveClick(object sender, System.EventArgs e)
+      {
          if (myLastFileName == null)
             myMenuItemSaveAsClick(sender, e);
          else
             mySave(myLastFileName);
       }
 
-      private void myMenuItemSaveAsClick(object sender, System.EventArgs e) {
+      private void myMenuItemSaveAsClick(object sender, System.EventArgs e)
+      {
          SaveFileDialog sd = new SaveFileDialog();
          if (myLastFileName != null)
             sd.FileName = myLastFileName;
@@ -436,47 +497,56 @@ namespace BCG {
             mySave(sd.FileName);
       }
 
-      private void myTableListBox_DoubleClick(object sender, System.EventArgs e) {
-         if (myTableListBox.SelectedItem != null) {
+      private void myTableListBox_DoubleClick(object sender, System.EventArgs e)
+      {
+         if (myTableListBox.SelectedItem != null)
+         {
             string tableName = myTableListBox.SelectedItem.ToString();
             myQueryTextBox.Text = myQueryTextBox.Text == "" ? tableName : myQueryTextBox.Text + "\n" + tableName;
             myTryExpression(myQueryTextBox.Text);
          }
       }
 
-      private void myDataGrid_MouseEnter(object sender, System.EventArgs e) {
+      private void myDataGrid_MouseEnter(object sender, System.EventArgs e)
+      {
          //myDataGrid.TableStyles[0].GridLineColor = Color.LightSteelBlue;
          // if (myDataGrid.TableStyles.Count > 0)
          //    myDataGrid.TableStyles[0].HeaderBackColor = Color.LightSteelBlue;
       }
 
-      private void myDataGrid_MouseLeave(object sender, System.EventArgs e) {
+      private void myDataGrid_MouseLeave(object sender, System.EventArgs e)
+      {
          //myDataGrid.TableStyles[0].GridLineColor = Color.Gainsboro;
          // if (myDataGrid.TableStyles.Count > 0)
          //    myDataGrid.TableStyles[0].HeaderBackColor = Color.Gainsboro;
       }
 
-      private void myCSharpText_MouseEnter(object sender, System.EventArgs e) {
+      private void myCSharpText_MouseEnter(object sender, System.EventArgs e)
+      {
          //myCSharpText.BackColor = Color.Gainsboro;
          myCSharpText.Font = new Font(myCSharpText.Font.Name, myCSharpText.Font.Size, FontStyle.Bold);
       }
 
-      private void myCSharpText_MouseLeave(object sender, System.EventArgs e) {
+      private void myCSharpText_MouseLeave(object sender, System.EventArgs e)
+      {
          //myCSharpText.BackColor = Color.White;
          myCSharpText.Font = new Font(myCSharpText.Font.Name, myCSharpText.Font.Size, FontStyle.Regular);
       }
 
-      private void myTableListBox_MouseEnter(object sender, System.EventArgs e) {
+      private void myTableListBox_MouseEnter(object sender, System.EventArgs e)
+      {
          //myTableListBox.BackColor = Color.Gainsboro;
          myTableListBox.Font = new Font(myTableListBox.Font.Name, myTableListBox.Font.Size, FontStyle.Bold);
       }
 
-      private void myTableListBox_MouseLeave(object sender, System.EventArgs e) {
+      private void myTableListBox_MouseLeave(object sender, System.EventArgs e)
+      {
          //myTableListBox.BackColor = Color.White;
          myTableListBox.Font = new Font(myTableListBox.Font.Name, myTableListBox.Font.Size, FontStyle.Regular);
       }
 
-      private void myLoad(object sender, EventArgs e) {
+      private void myLoad(object sender, EventArgs e)
+      {
          myFreezeView(false);
 
          myToolStripMenuItemSite.DropDownItems.Clear();
@@ -500,7 +570,9 @@ namespace BCG {
          {
             var ex = new Win32Exception();  // same as new Win32Exception(Marshal.GetLastWin32Error())
             Console.WriteLine(ex.Message);
-         } else {
+         }
+         else
+         {
             Console.WriteLine("Set stdout worked.");
          }
 
@@ -508,7 +580,9 @@ namespace BCG {
          {
             var ex = new Win32Exception();  // same as new Win32Exception(Marshal.GetLastWin32Error())
             Console.WriteLine(ex.Message);
-         } else {
+         }
+         else
+         {
             Console.WriteLine("Set stderr worked.");
          }
          Console.WriteLine("Redirecting console ouput to this window...");
@@ -524,10 +598,12 @@ namespace BCG {
          //_library = new LibraryForm(this);
       }
 
-      private void myMenuItemSiteClick(object sender, System.EventArgs e) {
+      private void myMenuItemSiteClick(object sender, System.EventArgs e)
+      {
          ToolStripMenuItem mi = (ToolStripMenuItem)sender;
 
-         if (mi.Text != mySite) {
+         if (mi.Text != mySite)
+         {
             mySite = mi.Text;
             foreach (var m in mySiteItems)
                m.Checked = false;
@@ -548,63 +624,78 @@ namespace BCG {
          }
       }
 
-      private void myClosing(object sender, CancelEventArgs e) {
+      private void myClosing(object sender, CancelEventArgs e)
+      {
       }
 
-      private void myHandleTreeNodeSelect(object sender, TreeViewEventArgs e) {
-         if (myTreeView.SelectedNode != null) {
-            if (myTreeView.SelectedNode.LastNode == null) {
+      private void myHandleTreeNodeSelect(object sender, TreeViewEventArgs e)
+      {
+         if (myTreeView.SelectedNode != null)
+         {
+            if (myTreeView.SelectedNode.LastNode == null)
+            {
                string sn = myTreeView.SelectedNode.Parent.Text + "()";
                myQueryTextBox.Text = myQueryTextBox.Text == "" ? sn : myQueryTextBox.Text + "\n" + sn;
             }
          }
       }
 
-      private void myToolStripMenuItemExit_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemExit_Click(object sender, EventArgs e)
+      {
          Close();
       }
 
-      private void myToolStripMenuItemFreeze_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemFreeze_Click(object sender, EventArgs e)
+      {
          myFreezeView(myTimer.Enabled);
       }
 
-      private void myFreezeView(bool freeze) {
+      private void myFreezeView(bool freeze)
+      {
          myTimer.Enabled = !freeze;
          myToolStripMenuItemFreeze.Checked = freeze;
          myToolStripMenuItemStep.Enabled = freeze;
       }
 
-      private void myToolStripMenuItemStep_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemStep_Click(object sender, EventArgs e)
+      {
          ViewStreamDatabase.instance.doWork();
       }
 
-      private void myToolStripMenuItemLoadAss_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemLoadAss_Click(object sender, EventArgs e)
+      {
          OpenFileDialog ofd = new OpenFileDialog();
          ofd.ShowReadOnly = true;
          DialogResult dr = ofd.ShowDialog(this);
-         if (ofd.CheckFileExists && ofd.CheckPathExists && dr == DialogResult.OK) {
+         if (ofd.CheckFileExists && ofd.CheckPathExists && dr == DialogResult.OK)
+         {
             PrimitiveManager.instance.loadAssembly(ofd.FileName);
             myLoadAssemblies();
          }
       }
 
-      private void myToolStripMenuItemTest_Click(object sender, EventArgs e) {
-         if (myCurrentStream != null) {
+      private void myToolStripMenuItemTest_Click(object sender, EventArgs e)
+      {
+         if (myCurrentStream != null)
+         {
             myCurrentStream.onChange -= new DataStream.ChangeDelegate(myCallback);
             myCurrentStream.onChange += new DataStream.ChangeDelegate(myCallback);
          }
       }
 
-      private void myToolStripMenuItemClearConsole_Click(object sender, EventArgs e) {
+      private void myToolStripMenuItemClearConsole_Click(object sender, EventArgs e)
+      {
          myConsoleRichTextBox.Clear();
          Console.WriteLine("Redirecting console ouput to this window...");
       }
 
-      private void myTableFilterBox_TextChanged(object sender, EventArgs e) {
+      private void myTableFilterBox_TextChanged(object sender, EventArgs e)
+      {
          myUpdateTableList();
       }
 
-      private void myUpdateTableList() {
+      private void myUpdateTableList()
+      {
          IBlueRowCollection rows = myAllTagsStream.rows;
          if (rows == null)
             return;
@@ -619,12 +710,15 @@ namespace BCG {
          myTableListBox.Items.Clear();
          SortedList<string, bool> sl = new SortedList<string, bool>();
          if (string.IsNullOrEmpty(myTableFilterBox.Text))
-            foreach (IBlueRow r in rows) {
+            foreach (IBlueRow r in rows)
+            {
                sl[r["tag"].ToString().Substring(DSTagManager.get_stream_tag("").Length)] = true;
             }
-         else {
+         else
+         {
             Regex tableRegex = new Regex(myTableFilterBox.Text);
-            foreach (IBlueRow r in rows) {
+            foreach (IBlueRow r in rows)
+            {
                string thisTable = r["tag"].ToString().Substring(DSTagManager.get_stream_tag("").Length);
                if (tableRegex.IsMatch(thisTable))
                   sl[thisTable] = true;
@@ -642,7 +736,8 @@ namespace BCG {
          myTableListBox.EndUpdate();
       }
 
-      private void testGridToolStripMenuItem_Click(object sender, EventArgs e) {
+      private void testGridToolStripMenuItem_Click(object sender, EventArgs e)
+      {
          var timer = new Stopwatch();
          //while (true)
          //{
@@ -664,9 +759,11 @@ namespace BCG {
          foreach (IBlueRow r in s.rows)
             rows.Add(r);
 
-         for (int i = 0; i < 100; i++) {
+         for (int i = 0; i < 100; i++)
+         {
             timer.Restart();
-            rows.Sort(delegate (IBlueRow r1, IBlueRow r2) {
+            rows.Sort(delegate (IBlueRow r1, IBlueRow r2)
+            {
                return _sort_dicts_index(r1, r2, 5, true);
             });
             timer.Stop();
@@ -674,19 +771,22 @@ namespace BCG {
          }
       }
 
-      private static int mySortDictionaries(IBlueRow r1, IBlueRow r2, string column, bool low_to_high) {
+      private static int mySortDictionaries(IBlueRow r1, IBlueRow r2, string column, bool low_to_high)
+      {
          if (r1.Contains(column) && r2.Contains(column))
             return compare_send_dontcare_to_last(r1[column], r2[column], low_to_high);
          else
             return 0;
       }
 
-      private static int _sort_dicts_index(IBlueRow r1, IBlueRow r2, int col_no, bool low_to_high) {
+      private static int _sort_dicts_index(IBlueRow r1, IBlueRow r2, int col_no, bool low_to_high)
+      {
          //return compare_send_dontcare_to_last(r1[col_no], r2[col_no], low_to_high);
          return ((IComparable)r1[col_no]).CompareTo(r2[col_no]);
       }
 
-      internal static int compare_send_dontcare_to_last(object o1, object o2, bool low_to_high) {
+      internal static int compare_send_dontcare_to_last(object o1, object o2, bool low_to_high)
+      {
          if (myIsDontCare(o1))
             return myIsDontCare(o2) ? 0 : 1;
          else
@@ -694,14 +794,16 @@ namespace BCG {
                                                     : ((IComparable)o2).CompareTo(o1));
       }
 
-      private static bool myIsDontCare(object o) {
+      private static bool myIsDontCare(object o)
+      {
          return o == null || o == DBNull.Value ||
                   o is string && String.IsNullOrEmpty((string)o) ||
                   o is double && (Double.IsInfinity((double)o) || Double.IsNaN((double)o)) ||
                   o is float && (Single.IsInfinity((float)o) || Single.IsNaN((float)o));
       }
 
-      private void _new_grid_form(object args) {
+      private void _new_grid_form(object args)
+      {
          //System.Timers.Timer t = new System.Timers.Timer();
          ////t.SynchronizingObject
          //BCG.Utilities.BlueEventLog.logEvent(String.Format("New BTSTabularGridTestForm created on thread {0}", System.Threading.Thread.CurrentThread.ManagedThreadId),
@@ -713,11 +815,13 @@ namespace BCG {
 
       private void libraryToolStripMenuItem_Click(object sender, EventArgs e) { }
 
-      private void myTableFilterLabel_Click(object sender, EventArgs e) {
+      private void myTableFilterLabel_Click(object sender, EventArgs e)
+      {
 
       }
 
-      private void MainForm_Load(object sender, EventArgs e) {
+      private void MainForm_Load(object sender, EventArgs e)
+      {
 
       }
    }

src/DataStreamSuite/DataStreamSuite.sln

@@ -36,6 +36,8 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bts.ColumnExpressions", "Bt
 EndProject
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Bts.ColumnSortExpressions", "Bts.ColumnSortExpressions\Bts.ColumnSortExpressions.csproj", "{B038CB72-4E81-4AF1-976F-ED8655C2C3D6}"
 EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "DataStreamQueryAnalyzer", "DataStreamQueryAnalyzer\DataStreamQueryAnalyzer.csproj", "{BFA5BA5C-927A-41A9-A696-1E2F4B5FFD15}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -113,5 +115,9 @@ Global
 		{B038CB72-4E81-4AF1-976F-ED8655C2C3D6}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{B038CB72-4E81-4AF1-976F-ED8655C2C3D6}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{B038CB72-4E81-4AF1-976F-ED8655C2C3D6}.Release|Any CPU.Build.0 = Release|Any CPU
+		{BFA5BA5C-927A-41A9-A696-1E2F4B5FFD15}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{BFA5BA5C-927A-41A9-A696-1E2F4B5FFD15}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{BFA5BA5C-927A-41A9-A696-1E2F4B5FFD15}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{BFA5BA5C-927A-41A9-A696-1E2F4B5FFD15}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 EndGlobal

src/DataStreamSuite/PubSub/Client/Communication/BlutoTCP/BlutoSubAddress.cs

@@ -1,77 +1,77 @@
-using System;
-using System.Collections.Generic;
-using System.Text;
-//using BCG.Utilities;
-using System.Net;
+// using System;
+// using System.Collections.Generic;
+// using System.Text;
+// //using BCG.Utilities;
+// using System.Net;
 
-namespace BCG
-{
-   public class BlutoSubAddress : SubAddress
-   {
-      private string myIp;
-      private int myPort;
+// namespace BCG
+// {
+//    public class BlutoSubAddress : SubAddress
+//    {
+//       private string myIp;
+//       private int myPort;
 
-      public static string prefix = "bluto";
+//       public static string prefix = "bluto";
 
-      public BlutoSubAddress(string ip, int port)
-      {
-         myIp = ip;
-         myPort = port;
-      }
+//       public BlutoSubAddress(string ip, int port)
+//       {
+//          myIp = ip;
+//          myPort = port;
+//       }
 
-      public BlutoSubAddress(string serverAddress)
-      {
-         string[] toks = serverAddress.Split(':');
-         // TODO
-         // BlueEventLog.logAssert(toks.Length == 3);
-         // BlueEventLog.logAssert(toks[0].ToLower().StartsWith(prefix));
+//       public BlutoSubAddress(string serverAddress)
+//       {
+//          string[] toks = serverAddress.Split(':');
+//          // TODO
+//          // BlueEventLog.logAssert(toks.Length == 3);
+//          // BlueEventLog.logAssert(toks[0].ToLower().StartsWith(prefix));
 
-         string machineNameOrIP = toks[1].Remove(0, 2);
+//          string machineNameOrIP = toks[1].Remove(0, 2);
 
-         if (machineNameOrIP.Split('.').Length == 4)
-            myIp = toks[1].Remove(0, 2);
-         else
-         {
-            //get the IP address from DNS
-            IPAddress[] theAddressList = Dns.GetHostEntry(machineNameOrIP).AddressList;
-            //BlueEventLog.logAssert(theAddressList.Length == 1, "Error: machine has multiple ip addresses.");
-            //if we get multiple addresses, we want the one that is of the corret dotted notation
-            bool oneWorked = false;
-            foreach (IPAddress addr in theAddressList)
-            {
-               if (addr.AddressFamily != System.Net.Sockets.AddressFamily.InterNetworkV6)
-               {
-                  myIp = addr.ToString();
-                  oneWorked = true;
-                      
-               }
-            }
+//          if (machineNameOrIP.Split('.').Length == 4)
+//             myIp = toks[1].Remove(0, 2);
+//          else
+//          {
+//             //get the IP address from DNS
+//             IPAddress[] theAddressList = Dns.GetHostEntry(machineNameOrIP).AddressList;
+//             //BlueEventLog.logAssert(theAddressList.Length == 1, "Error: machine has multiple ip addresses.");
+//             //if we get multiple addresses, we want the one that is of the corret dotted notation
+//             bool oneWorked = false;
+//             foreach (IPAddress addr in theAddressList)
+//             {
+//                if (addr.AddressFamily != System.Net.Sockets.AddressFamily.InterNetworkV6)
+//                {
+//                   myIp = addr.ToString();
+//                   oneWorked = true;
 
-            if (!oneWorked)
-            {
-               throw new ArgumentException("Couldn't form server address from string " + serverAddress);
-            }
-            
+//                }
+//             }
 
-         }
-         myPort = Convert.ToInt32(toks[2]);
-      }
+//             if (!oneWorked)
+//             {
+//                throw new ArgumentException("Couldn't form server address from string " + serverAddress);
+//             }
 
-      
 
-      public string ip
-      {
-         get { return myIp; }
-      }
+//          }
+//          myPort = Convert.ToInt32(toks[2]);
+//       }
 
-      public int port
-      {
-         get { return myPort; }
-      }
 
-      public override string ToString()
-      {
-         return prefix + "://" + ip + ":" + port;
-      }
-   }
-}
+
+//       public string ip
+//       {
+//          get { return myIp; }
+//       }
+
+//       public int port
+//       {
+//          get { return myPort; }
+//       }
+
+//       public override string ToString()
+//       {
+//          return prefix + "://" + ip + ":" + port;
+//       }
+//    }
+// }

src/DataStreamSuite/PubSub/Client/Communication/BlutoTCP/SmartConnectionManagedWrapper.cs

@@ -1,88 +1,89 @@
-using System;
-using System.Collections.Generic;
-using System.Text;
-using System.Threading;
-using System.Runtime.InteropServices;
+// using System;
+// using System.Collections.Generic;
+// using System.Text;
+// using System.Threading;
+// using System.Runtime.InteropServices;
 
-namespace BCG
-{
-   public class SmartConnectionManagedWrapper
-   {
-      public delegate void MessageDelegate(int msgType, byte[] msg);
-      private Dictionary<string, MessageDelegate> myServerToDel = new Dictionary<string, MessageDelegate>();
+// TODO: remove
+// namespace BCG
+// {
+//    public class SmartConnectionManagedWrapper
+//    {
+//       public delegate void MessageDelegate(int msgType, byte[] msg);
+//       private Dictionary<string, MessageDelegate> myServerToDel = new Dictionary<string, MessageDelegate>();
 
-      public SmartConnectionManagedWrapper ()
-      {
-         ClientToServerConnectionWrapper.init();
-         Thread readThr = new Thread(new ThreadStart(myReceiveData));
-         readThr.Start();
-      }
+//       public SmartConnectionManagedWrapper ()
+//       {
+//          ClientToServerConnectionWrapper.init();
+//          Thread readThr = new Thread(new ThreadStart(myReceiveData));
+//          readThr.Start();
+//       }
 
-      public void initConnection(BlutoSubAddress subAddress)
-      {
-         ClientToServerConnectionWrapper.initServerConnection(ClientToServerConnectionWrapper.stringToBytes(subAddress.ip),
-                                                               subAddress.port);
-      }
+//       public void initConnection(BlutoSubAddress subAddress)
+//       {
+//          ClientToServerConnectionWrapper.initServerConnection(ClientToServerConnectionWrapper.stringToBytes(subAddress.ip),
+//                                                                subAddress.port);
+//       }
 
-      public void send(BlutoSubAddress address, byte[] data)
-      {
-         byte[] ip = ClientToServerConnectionWrapper.stringToBytes (address.ip);
-         ClientToServerConnectionWrapper.sendDataToServer(ip, address.port, data, data.Length);
-      }
-      
+//       public void send(BlutoSubAddress address, byte[] data)
+//       {
+//          byte[] ip = ClientToServerConnectionWrapper.stringToBytes (address.ip);
+//          ClientToServerConnectionWrapper.sendDataToServer(ip, address.port, data, data.Length);
+//       }
 
-      public void resgisterDataCallback(BlutoSubAddress address, MessageDelegate del)
-      {
-         lock (this)
-         {
-            myServerToDel.Add(address.ToString(), del);
-         }
-      }
 
-      public void unregisterDataCallback(BlutoSubAddress address, MessageDelegate del)
-      {
-         lock (this)
-         {
-            myServerToDel.Remove(address.ip);
-         }
-      }
+//       public void resgisterDataCallback(BlutoSubAddress address, MessageDelegate del)
+//       {
+//          lock (this)
+//          {
+//             myServerToDel.Add(address.ToString(), del);
+//          }
+//       }
 
-      public string getClientAsSeenByServer(string serverURL)
-      {
-         return "";
-      }
+//       public void unregisterDataCallback(BlutoSubAddress address, MessageDelegate del)
+//       {
+//          lock (this)
+//          {
+//             myServerToDel.Remove(address.ip);
+//          }
+//       }
 
-      private unsafe void myReceiveData()
-      {
-         while (true)
-         {            
-            BlutoTCPClientMessage** psClientPackets = null;
-            int npts = 0;
-            ///returns as soon as it gets the first element
-            ClientToServerConnectionWrapper.getServerData(1000, 1, &psClientPackets, out npts);
-            for (int i = 0; i < npts; i++)
-            {
-               string ip = Marshal.PtrToStringAnsi(psClientPackets[i]->ip);
-               int port = psClientPackets[i]->port;
-               string serverURL = new BlutoSubAddress(ip, port).ToString();
+//       public string getClientAsSeenByServer(string serverURL)
+//       {
+//          return "";
+//       }
 
-               byte[] msg = null;
-               if (psClientPackets[i]->msgType == 1)
-               {
-                  msg = new byte[psClientPackets[i]->size];
-                  Marshal.Copy(psClientPackets[i]->msg, msg, 0, msg.Length);
-               }
+//       private unsafe void myReceiveData()
+//       {
+//          while (true)
+//          {            
+//             BlutoTCPClientMessage** psClientPackets = null;
+//             int npts = 0;
+//             ///returns as soon as it gets the first element
+//             ClientToServerConnectionWrapper.getServerData(1000, 1, &psClientPackets, out npts);
+//             for (int i = 0; i < npts; i++)
+//             {
+//                string ip = Marshal.PtrToStringAnsi(psClientPackets[i]->ip);
+//                int port = psClientPackets[i]->port;
+//                string serverURL = new BlutoSubAddress(ip, port).ToString();
 
-               MessageDelegate cb = null;
-               lock (this)
-               {
-                  myServerToDel.TryGetValue(serverURL, out cb);
-               }
-               if (cb != null)
-                  cb(psClientPackets[i]->msgType, msg);
-            }
-         }
-      }
+//                byte[] msg = null;
+//                if (psClientPackets[i]->msgType == 1)
+//                {
+//                   msg = new byte[psClientPackets[i]->size];
+//                   Marshal.Copy(psClientPackets[i]->msg, msg, 0, msg.Length);
+//                }
 
-   }
-}
+//                MessageDelegate cb = null;
+//                lock (this)
+//                {
+//                   myServerToDel.TryGetValue(serverURL, out cb);
+//                }
+//                if (cb != null)
+//                   cb(psClientPackets[i]->msgType, msg);
+//             }
+//          }
+//       }
+
+//    }
+// }

src/DataStreamSuite/PubSub/Client/Communication/IPubSubServerConnection.cs

@@ -72,6 +72,6 @@ namespace BCG {
       /// <param name="del"></param>
       void register_data_callback(PubSubServerDataDelegate del);
 
-      void register_send_confirmation_callback(SendConfirmationDelegate del);
+      //void register_send_confirmation_callback(SendConfirmationDelegate del);
    }
 }

src/DataStreamSuite/PubSub/Client/Communication/MSMQ/MSMQSubAddress.cs

@@ -1,52 +1,52 @@
-using System;
-//using System.Messaging;
+// using System;
+// //using System.Messaging;
 
-using BCG;
-//using BCG.Utilities;
+// using BCG;
+// //using BCG.Utilities;
 
-namespace BCG
-{
-   public class MSMQSubAddress : SubAddress
-   {
-      private string myIP, myQ;
-      public static readonly string prefix = "msmq";
+// namespace BCG
+// {
+//    public class MSMQSubAddress : SubAddress
+//    {
+//       private string myIP, myQ;
+//       public static readonly string prefix = "msmq";
 
-      public MSMQSubAddress (string adr)
-      {
-         try 
-         {
-            // throw away prefix
-            string s = adr;
-            s = s.Substring(prefix.Length + "://".Length);
-            // grab IP
-            myIP = s.Substring(0,s.IndexOf("/"));
-            // throw away ip
-            s = s.Substring(myIP.Length + 1);
-            myQ = s;
-      
-         }
-         catch (Exception)
-         {
-            throw (new InvalidSubAddress(adr + " is not a valid queue address"));
-         }
-      }
+//       public MSMQSubAddress (string adr)
+//       {
+//          try 
+//          {
+//             // throw away prefix
+//             string s = adr;
+//             s = s.Substring(prefix.Length + "://".Length);
+//             // grab IP
+//             myIP = s.Substring(0,s.IndexOf("/"));
+//             // throw away ip
+//             s = s.Substring(myIP.Length + 1);
+//             myQ = s;
 
-      public MSMQSubAddress (string ip, string simpleQName)
-      {
-         myIP = ip;
-         myQ = simpleQName;
-      }
+//          }
+//          catch (Exception)
+//          {
+//             throw (new InvalidSubAddress(adr + " is not a valid queue address"));
+//          }
+//       }
 
-      public string ip {get {return myIP;}}
+//       public MSMQSubAddress (string ip, string simpleQName)
+//       {
+//          myIP = ip;
+//          myQ = simpleQName;
+//       }
 
-      public string simpleQueueName {get {return myQ;}}
+//       public string ip {get {return myIP;}}
 
-      public override string ToString() { return prefix + "://" + myIP + "/" + myQ; }
+//       public string simpleQueueName {get {return myQ;}}
 
-      public string formatName
-      {
-         get{return "FormatName:DIRECT=TCP:" + myIP + "\\private$\\" + myQ;}
-      }
-      
-   }
-}
+//       public override string ToString() { return prefix + "://" + myIP + "/" + myQ; }
+
+//       public string formatName
+//       {
+//          get{return "FormatName:DIRECT=TCP:" + myIP + "\\private$\\" + myQ;}
+//       }
+
+//    }
+// }

src/DataStreamSuite/PubSub/Client/Communication/ManagedTCP/PubSubServerManagedTCPConnection.cs

@@ -1,296 +1,262 @@
-using System;
-using System.Collections.Generic;
-using System.Text;
-using System.Net;
-using System.Net.Sockets;
-using System.IO;
-//using BCG.Utilities;
-//using BCG.Utilities.General;
-using System.Threading;
-using mbts;
-using bts;
-using System.Linq;
-using System.Reflection.Metadata.Ecma335;
-using Bts.PubSub;
-
-namespace BCG {
-   /// <summary>
-   /// Keeps an ITCPConnection for talking to the server. It also monitors heartbeats
-   /// from the server, and in case of missing hbs, informs its clients, and tries to
-   /// restablish the connection.
-   /// Threads :
-   /// its assumed that IPubSubServerConnection functions (including doWork) will 
-   /// be called from the same thread. ITCPMessageHandler.onData and  
-   /// ITCPConnectionHandler.onConnection will be called on any arbitrary thread
-   /// 
-   /// </summary>
-   public class PubSubServerManagedTCPConnection : IPubSubServerConnection,// external facing interface to communicate msgs to Pubsubserver   
-                                                   ITCPMessageHandler,     // to get messages from ITCPCOnnection
-                                                   ITCPConnectionHandler { // to get connections from AsyncTCPConnector_APM
-      private ITCPConnection _connection, _new_connection;
-      private readonly BlutoSubAddress _server_address;
-      // if a message(with confirm) can not be sent , its id is queued here, 
-      // on reconnection, _on_send_onfirm_callback is fired with a negative on these ids, so the user
-      //can re-send it. The re-send mechanism is not in implemented in this class, but by the user of this class
-      private ThreadSafeQueue<string> _negative_unsent_confs = new ThreadSafeQueue<string>();
-      // in onData, data is queued here, for polling
-      private SyncQueue<byte[]> _in_data_queue = new SyncQueue<byte[]>();
-      private DateTime _last_hb = DateTime.Now;
-      private PubSubServerConnectionStatusChange _conn_callback;
-      private PubSubServerDataDelegate _data_callback;
-      private SendConfirmationDelegate _on_send_confirm_callback;
-      private readonly TimeSpan _connection_drop_threshold = PubSubConfig.Instance.ConnectionDropThreshold();
-
-      public PubSubServerManagedTCPConnection(string server_url)
-         : this(new BlutoSubAddress(server_url)) { }
-
-      public PubSubServerManagedTCPConnection(BlutoSubAddress server_address) {
-         _server_address = server_address;
-         _connect_to_ps_server();
-      }
-
-      private void _connect_to_ps_server() {
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection._connect_to_ps_server server: {_server_address}");
-         AsyncTCPConnector_APM.connect_to(_server_address, this);
-      }
-
-      #region IPubSubServerConnection Members
-
-      public void send_with_confirmation(byte[] data, ref string conf_id) {
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.sendWithConfirmation server: {_server_address} data: {data.Length} _connection : {_connection != null}");
-         if (_connection != null) {
-            _connection.sendWithConfirmation(data, ref conf_id, (msg_id, confirmed) => {
-               if (_on_send_confirm_callback != null)
-                  _on_send_confirm_callback(msg_id, confirmed);
-            });
-         } else {
-            bts.Log.Gen.warn($"PubSubServerManagedTCPConnection.sendWithConfirmation server: {_server_address} no connection, buffering send");
-            conf_id = Guid.NewGuid().ToString();
-            _negative_unsent_confs.enqueue(conf_id);
-         }
-      }
-
-      private void _send(byte[] data) {
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection._send server: {_server_address} data: {data.Length} _connection : {_connection != null}");
-         if (_connection != null) {
-            bts.Log.Gen.info("PubSubServerManagedTCPConnection.send server: " + _server_address + "data: " + data.Length);
-            _connection.send(data);
-         }
-      }
-
-      public void send(bts.PubSubClientMessage ps_msg) {
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.send server: {_server_address} ps_msg: {ps_msg}");
-         var msg_bytes = ps_msg.serialize_into_bytes();
-         PubSubClientMessage msg_retrv = new PubSubClientMessage();
-         msg_retrv.consruct_deserialize(msg_bytes);
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.send server: {_server_address} msg_retrv: {msg_retrv}");
-         _send(msg_bytes);
-      }
-
-      // private void send(Stream str) {
-      //    BinaryReader br = new BinaryReader(str);
-      //    _send(br.ReadBytes(Convert.ToInt32(str.Length - str.Position)));
-      // }
-
-      // private void send(PubSubMessage msg) {
-      //    send(msg.to_stream());
-      // }
-
-      // public void send_with_confirmation(PubSubMessage msg, ref string conf_id) {
-      //    var bytes = msg.to_bytes();
-      //    send_with_confirmation(bytes, ref conf_id);
-      // }
-
-      public void send_with_confirmation(bts.PubSubClientMessage msg, ref string conf_id, SendConfirmationDelegate del) {
-         if (_connection == null) {
-            // quq
-         }
-         MemoryStream str = new MemoryStream();
-         msg.serialize_into_str(str);
-         var bytes = StreamUtilityMethods.getBytesFromStream(str);
-         _connection.sendWithConfirmation(bytes, ref conf_id, del);
-      }
-
-      public IEnumerable<bts.PubSubServerMessage> get_updates(TimeSpan timeout, int maxElements) {
-         List<byte[]> rv_raw = _in_data_queue.dequeueMultipleElements(Convert.ToInt32(timeout.TotalMilliseconds), maxElements);
-         List<bts.PubSubServerMessage> rv = new List<PubSubServerMessage>();
-         var i = 0;
-         foreach (var b in rv_raw) {
-            PubSubServerMessage ps_msg = new PubSubServerMessage();
-            ps_msg.consruct_deserialize(b);
-            bts.Log.Gen.info($"PubSubServerManagedTCPConnection.get_updates downloaded: {ps_msg} msg_no: {i} / {rv_raw.Count}");
-            rv.Add(ps_msg);
-            i++;
-         }
-         return rv;
-      }
-
-      public string server_url {
-         get { return _server_address.ToString(); }
-      }
-
-      public string client_url {
-         get {
-            string rv = "";
-            lock (this) {
-               if (_connection == null) {
-                  rv = "";
-               } else {
-                  if (PubSubConfig.Instance.IpTranslation.is_null_or_empty()) {
-                     string ip;
-                     int port;
-                     _connection.getSelfAddress(out ip, out port);
-                     rv = new BlutoSubAddress(ip, port).ToString();
-                  } else {
-                     rv = "";
-                  }
-               }
-            }
-            return rv;
-         }
-      }
-
-      public void register_connection_callback(PubSubServerConnectionStatusChange del) {
-         _conn_callback = del;
-      }
-
-      public void register_data_callback(PubSubServerDataDelegate del) {
-         _data_callback = del;
-      }
-
-      public void register_send_confirmation_callback(SendConfirmationDelegate del) {
-         _on_send_confirm_callback = del;
-      }
-
-      #endregion
-
-      #region IDisposable Members
-
-      private bool _is_disposed = false;
-      public void Dispose() {
-         bts.Log.Gen.info("PubSubServerManagedTCPConnection.Dispose");
-         //throw new Exception("The method or operation is not implemented.");
-         if (_connection != null) {
-            _connection.Dispose();
-
-         }
-         _is_disposed = true;
-      }
-      public bool isDisposed {
-         get {
-            return _is_disposed;
-         }
-
-      }
-
-      #endregion
-
-      #region ITCPMessageHandler Members
-
-      /// <summary>
-      /// This method is executed on an arbitrary CLR thread. To avoid blocking it
-      /// data is written to the queue and method returns. myLastHB being a primitive
-      /// (long) is safe for multi threaded operations
-      /// </summary>
-      /// <param name="message"></param>
-      public void onData(RemoteMessage message) {
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.onData message: {message}");
-         // TODO check for disconenction
-         switch (message.messageType) {
-            case RemoteMessageType.Data:
-               if (_data_callback != null)
-                  _data_callback(message.remoteConnectionInfo.ToString(), message.message);
-               else
-                  _in_data_queue.enqueue(message.message);
-               break;
-            case RemoteMessageType.Heartbeat:
-               _last_hb = DateTime.Now;
-               break;
-            case RemoteMessageType.Connection:
-               _conn_callback(_server_address.ToString(), true);
-               break;
-            case RemoteMessageType.Disconnection:
-               if (_conn_callback != null)
-                  _conn_callback(_server_address.ToString(), false);
-               _connection.Dispose();
-               _connect_to_ps_server();
-               break;
-
-         }
-      }
-
-      #endregion
-
-      #region ITCPConnectionHandler Members
-
-      ///  will be called on on an rbitrary .Net thread
-      public void onConnection(ITCPConnection connection) {
-         string ip;
-         int port;
-         connection.getPeerAddress(out ip, out port);
-         BlutoSubAddress add = new BlutoSubAddress(ip, port);
-         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.onConnection add: {add.ToString()} connection type: {connection.GetType()}");
-         if (add.ToString() == _server_address.ToString()) {
-            _last_hb = DateTime.Now;
-            _new_connection = connection;
-         }
-      }
-
-      #endregion
-
-      void _dispose_and_reconnect_if_missing_hb() {
-         if (!_connection.isDisposed) {
-            TimeSpan hb_interval = DateTime.Now - _last_hb;
-            bool hb_missed = hb_interval > _connection_drop_threshold;
-            if (hb_missed) {
-               if (_conn_callback != null)
-                  _conn_callback(_server_address.ToString(), false);
-               bts.Log.Gen.info("PubSubServerManagedTCPConnection._dispose_and_reconnect_if_missing_hb disposing connecion: {myServerAddress}");
-               _connection.Dispose();
-               _connect_to_ps_server();
-            }
-         } else {
-            // already disposed, nothing to do
-         }
-      }
-
-      void _check_for_new_connection() {
-         if (_new_connection != null) {
-            _connection = _new_connection;
-            _new_connection = null; // since we are using its presence as a marker of nw connections
-            bts.Log.Gen.info("PubSubServerManagedTCPConnection._check_for_new_connection assigning new connection");
-            _connection.register(this);
-            if (_conn_callback != null)
-               _conn_callback(_server_address.ToString(), true);
-            if (_on_send_confirm_callback != null) {
-               var msg_ids = _negative_unsent_confs.dequeueAll();
-               foreach (var id in msg_ids)
-                  _on_send_confirm_callback(id, false);
-            }
-         }
-      }
-
-      #region IWorker Members
-
-      /// <summary>
-      /// should be called on the same thread as the other user functions.
-      /// the design only allows for onConnection to be on a different
-      /// thread.
-      /// </summary>
-      public void doWork() {
-         //_dispose_and_reconnect_if_missing_hb();
-         //try {
-         _check_for_new_connection();
-         // } catch (Exception ex) {
-         //    bts.Log.Gen.warn($"PubsSubServerManagedTCPConnection.doWork ex: {ex}");
-         // }
-      }
-
-      #endregion
-
-      // private void myOnSendConfirm(string messageId, bool confirmed) {
-      //    _negative_confs.enqueue(new Pair<string, bool>(messageId, confirmed));
-      // }
-
-   }
-}
+using System;
+using System.Collections.Generic;
+using System.Text;
+using System.Net;
+using System.Net.Sockets;
+using System.IO;
+//using BCG.Utilities;
+//using BCG.Utilities.General;
+using System.Threading;
+using mbts;
+using bts;
+using System.Linq;
+using System.Reflection.Metadata.Ecma335;
+using Bts.PubSub;
+using Microsoft.Win32;
+using System.ComponentModel;
+
+namespace BCG {
+   /// <summary>
+   /// Keeps an ITCPConnection for talking to the server. It also monitors heartbeats
+   /// from the server, and in case of missing hbs, informs its clients, and tries to
+   /// restablish the connection.
+   /// Threads :
+   /// its assumed that IPubSubServerConnection functions (including doWork) will 
+   /// be called from the same thread. ITCPMessageHandler.onData and  
+   /// ITCPConnectionHandler.onConnection are called on an arbitrary thread.
+   /// _conn_callback is called from within doWork, and _data_callback is called grom 
+   // an arbitrary data thread
+   /// </summary>
+   public class PubSubServerManagedTCPConnection : IPubSubServerConnection,// external facing interface to communicate msgs to Pubsubserver   
+                                                   ITCPMessageHandler,     // to get messages from ITCPCOnnection
+                                                   ITCPConnectionHandler { // to get connections from AsyncTCPConnector_APM
+      private ITCPConnection _connection;
+      private readonly RemoteConnectionInfo _server_rc_info;
+      private readonly bool _is_sub;
+      // if _data_callback is not subscribed to , the user of this class can poll updates,
+      // in which case this queue will be used
+      private SyncQueue<byte[]> _in_data_queue = new SyncQueue<byte[]>();
+      private DateTime _last_hb = DateTime.Now;
+      private PubSubServerConnectionStatusChange _conn_callback;
+      private PubSubServerDataDelegate _data_callback;
+      private readonly TimeSpan _connection_drop_threshold = PubSubConfig.Instance.ConnectionDropThreshold();
+      private ThreadSafeQueue<ConnectionStatusChange> _conn_cb_queue = new ThreadSafeQueue<ConnectionStatusChange>();
+
+      // the callbacks for connection, comes from the ITCPConnection, when a connection is broken,
+      // and from AsyncTCPConnector whne a connection is established. ALl that info is assembled here and
+      // enqueued, deuqued oin the doWork and acted on
+      private class ConnectionStatusChange {
+         public enum Status {
+            CONNECTED,
+            DISCONNECTED
+         }
+         public readonly Status connection_satus;
+         public readonly ITCPConnection new_connection = null;
+         public ConnectionStatusChange(Status connection_satus_, ITCPConnection new_connection_) {
+            connection_satus = connection_satus_;
+            new_connection = new_connection_;
+         }
+         public override string ToString() {
+            return connection_satus.ToString();
+         }
+      }
+
+      public PubSubServerManagedTCPConnection(RemoteConnectionInfo server_address, bool is_sub) {
+         Log.Gen.info("PubSubServerManagedTCPConnection.cons server_address: {server_address} is_sub: {is_sub}");
+         _server_rc_info = server_address;
+         _is_sub = is_sub;
+         // this is where it tries to connect to the pubsub server, and gets a callback on onConnection
+         _connect_to_ps_server();
+      }
+
+      private void _connect_to_ps_server() {
+         bts.Log.Gen.info($"PubSubServerManagedTCPConnection._connect_to_ps_server server _server_rc_info: {_server_rc_info} is_sub: {_is_sub}");
+         // onConnection will be called on an arbitrary thread
+         AsyncTCPConnector_AsyncWrapper.connect_to(_server_rc_info, this);
+      }
+
+      #region IPubSubServerConnection Members
+
+      private void _send(byte[] data) {
+         bts.Log.Gen.info($"PubSubServerManagedTCPConnection._send client: {client_url} server: {_server_rc_info} data: {data.Length} is_sub: {_is_sub} _connection : {_connection != null}");
+         if (_connection != null) {
+            _connection.send(data);
+            bts.Log.Gen.info("PubSubServerManagedTCPConnection.send, data is sent, server: " + _server_rc_info + "data: " + data.Length);
+         } else {
+            bts.Log.Gen.warn($"PubSubServerManagedTCPConnection._send, could not send data, server: {_server_rc_info} data: {data.Length} is_sub: {_is_sub} _connection : {_connection != null} ");
+         }
+      }
+
+      public void send(bts.PubSubClientMessage ps_msg) {
+         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.send server: {_server_rc_info} ps_msg: {ps_msg}");
+         // whys it constructed again?
+         var msg_bytes = ps_msg.serialize_into_bytes();
+         //bts.Log.Gen.info($"PubSubServerManagedTCPConnection.send server: {_server_rc_info} msg_retrv: {msg_retrv}");
+         _send(msg_bytes);
+      }
+
+      public IEnumerable<bts.PubSubServerMessage> get_updates(TimeSpan timeout, int maxElements) {
+         List<byte[]> rv_raw = _in_data_queue.dequeueMultipleElements(Convert.ToInt32(timeout.TotalMilliseconds), maxElements);
+         List<bts.PubSubServerMessage> rv = new List<PubSubServerMessage>();
+         var i = 0;
+         foreach (var b in rv_raw) {
+            PubSubServerMessage ps_msg = new PubSubServerMessage();
+            ps_msg.consruct_deserialize(b);
+            bts.Log.Gen.info($"PubSubServerManagedTCPConnection.get_updates downloaded: {ps_msg} msg_no: {i} / {rv_raw.Count}");
+            rv.Add(ps_msg);
+            i++;
+         }
+         return rv;
+      }
+
+      public string server_url {
+         get { return _server_rc_info.ToString(); }
+      }
+
+      public string client_url {
+         get {
+            if (_connection == null)
+               return RemoteConnectionInfo.null_instance.ToString();
+            return _connection.get_self_address().ToString();
+         }
+      }
+
+      public void register_connection_callback(PubSubServerConnectionStatusChange del) {
+         _conn_callback = del;
+      }
+
+      public void register_data_callback(PubSubServerDataDelegate del) {
+         _data_callback = del;
+      }
+
+      #endregion
+
+      #region IDisposable Members
+
+      private bool _is_disposed = false;
+      public void Dispose() {
+         if (isDisposed)
+            return;
+         bts.Log.Gen.info("PubSubServerManagedTCPConnection.Dispose");
+         if (_connection != null) {
+            _connection.Dispose();
+         }
+         _is_disposed = true;
+      }
+      public bool isDisposed {
+         get {
+            return _is_disposed;
+         }
+      }
+
+      #endregion
+
+      #region ITCPMessageHandler Members
+
+      /// <summary>
+      /// This method is executed on an arbitrary CLR thread.
+      /// </summary>
+      /// <param name="message"></param>
+      public void onData(RemoteMessage message) {
+         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.onData connection: {_connection} message: {message}");
+         // TODO check for disconenction
+         switch (message.messageType) {
+            case RemoteMessageType.Data:
+               if (_data_callback != null)
+                  _data_callback(message.remoteConnectionInfo.ToString(), message.message);
+               else
+                  _in_data_queue.enqueue(message.message);
+               break;
+            case RemoteMessageType.Heartbeat:
+               _last_hb = DateTime.Now;
+               break;
+            case RemoteMessageType.Connection:
+               // since this is called from the connection, this condition will never hit, ssince
+               //new connections are detected only by AsyncTCPConnector
+               Log.assert(false);
+               break;
+            case RemoteMessageType.Disconnection:
+               bts.Log.Gen.info($"PubSubServerManagedTCPConnection.onData case RemoteMessageType.Disconnection: message: {message}");
+               _conn_cb_queue.enqueue(new ConnectionStatusChange(ConnectionStatusChange.Status.DISCONNECTED, null));
+               break;
+
+         }
+      }
+
+      #endregion
+
+      #region ITCPConnectionHandler Members
+
+      ///  will be called on on an arbitrary .Net thread
+      public void onConnection(ITCPConnection connection) {
+         var server_rci = connection.get_peer_address();
+         bts.Log.Gen.info($"PubSubServerManagedTCPConnection.onConnection connection: {_connection_txt(connection)}");
+         if (_server_rc_info.Equals(server_rci)) {
+            _conn_cb_queue.enqueue(new ConnectionStatusChange(ConnectionStatusChange.Status.CONNECTED, connection));
+            // _last_hb = DateTime.Now;
+            // _new_connection = connection;
+         }
+      }
+
+      #endregion
+
+      void _check_missing_hb() {
+         if (!_connection.isDisposed) {
+            TimeSpan hb_interval = DateTime.Now - _last_hb;
+            bool hb_missed = hb_interval > _connection_drop_threshold;
+            if (hb_missed) {
+               bts.Log.Gen.warn("PubSubServerManagedTCPConnection._dispose_and_reconnect_if_missing_hb disposing connecion: {myServerAddress}");
+               ConnectionStatusChange ci = new ConnectionStatusChange(ConnectionStatusChange.Status.DISCONNECTED, null);
+               _conn_cb_queue.enqueue(ci);
+            }
+         } else {
+            // already disposed, nothing to do
+         }
+      }
+
+      private static string _connection_txt(ITCPConnection conn) {
+         if (conn != null) {
+            return $"conn_type: {conn.GetType()} server: {conn.get_peer_address()} self: {conn.get_self_address()}";
+         }
+         return "NULL";
+      }
+
+      #region IWorker Members
+
+      /// <summary>
+      /// should be called on the same thread as the other user functions.
+      /// the design only allows for onConnection to be on a different
+      /// thread.
+      /// </summary>
+      public void doWork() {
+         //_dispose_and_reconnect_if_missing_hb();
+         if (_conn_cb_queue.getCount() > 0) {
+            var css = _conn_cb_queue.dequeueAll();
+            foreach (var c in css) {
+               Log.Gen.info($"PubSubServerManagedTCPConnection.doWork c: {c}");
+               switch (c.connection_satus) {
+                  case ConnectionStatusChange.Status.CONNECTED: {
+                        Log.assert(c.new_connection != null);
+                        c.new_connection.register(this);
+                        _connection = c.new_connection;
+                        _last_hb = DateTime.Now;
+                        if (_conn_callback != null)
+                           _conn_callback(_server_rc_info.ToString(), true);
+                        break;
+                     }
+                  case ConnectionStatusChange.Status.DISCONNECTED: {
+                        _connection.Dispose();
+                        _connect_to_ps_server();
+                        if (_conn_callback != null)
+                           _conn_callback(_server_rc_info.ToString(), false);
+                        break;
+                     }
+               }
+            }
+         }
+      }
+
+      #endregion
+
+   }
+}

src/DataStreamSuite/PubSub/Client/Communication/PubSubServerConnectionFactory.cs

@@ -3,55 +3,38 @@ using System.Collections.Generic;
 using System.Text;
 //using BCG.Utilities;
 
-namespace BCG
-{
+namespace BCG {
    /// <summary>
    /// Every instance of PublisherCore and SubscriberCore will have its
    /// factory. Rather than have once singelton factory, this approach
    /// is preffered since multiple pub/sub core can connect to the same
    /// connection and make it difficultt o manage connections.
    /// </summary>
-   public class PubSubServerConnectionFactory : IDisposable
-   {
-      private bool myIsSub;
-      private Dictionary<string, IPubSubServerConnection> myConnections = new Dictionary<string, IPubSubServerConnection>();
+   public class PubSubServerConnectionFactory : IDisposable {
+      private Dictionary<RemoteConnectionInfo, IPubSubServerConnection> _conn_map =
+         new Dictionary<RemoteConnectionInfo, IPubSubServerConnection>();
+      private readonly bool _is_sub;
 
-      internal PubSubServerConnectionFactory (bool isSub)
-      {
-         myIsSub = isSub;
+      internal PubSubServerConnectionFactory(bool is_sub) {
+         _is_sub = is_sub;
       }
 
-      public IPubSubServerConnection getConnection(string url)
-      {
-         if (!myConnections.ContainsKey(url))
-            myConnections.Add(url, myBuildConnection(url));
-         return myConnections[url];
+      public IPubSubServerConnection get_connection(RemoteConnectionInfo server_rci) {
+         IPubSubServerConnection rv = null;
+         if (!_conn_map.TryGetValue(server_rci, out rv)) {
+            rv = _build_connection(server_rci);
+            _conn_map.Add(server_rci, rv);
+         }
+         return rv;
       }
 
-      private IPubSubServerConnection myBuildConnection(string url)
-      {
-         if (url.StartsWith(MSMQSubAddress.prefix))
-         {
-              // TODO, no more MSMQ 
-             //Diagnostics.assert(false);
-             return null;
-            // MSMQSubAddress serverAdd = new MSMQSubAddress(url);
-            // return new PubSubServerMSMQConnection(serverAdd.ToString(), myIsSub);
-         }
-         else if (url.StartsWith(BlutoSubAddress.prefix))
-         {
-            return new PubSubServerManagedTCPConnection(url);
-         }
-         else
-         {
-            // BlueEventLog.logAssert(false, "Unknown transport, only msmq and blutoTcp allowed");
-            return null;
-         }
+      private IPubSubServerConnection _build_connection(RemoteConnectionInfo server_rci) {
+         return new PubSubServerManagedTCPConnection(server_rci, _is_sub);
       }
 
       #region IDisposable Members
 
-      public void Dispose()   {}
+      public void Dispose() { }
 
       #endregion
    }

src/DataStreamSuite/PubSub/Client/MetaData/PubSubClientMessage.cs

@@ -124,7 +124,14 @@ namespace bts {
         public long publish_time_epoch_ms = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
         public byte[] data_to_publish;
 
+        public void sanity_check() {
+            Log.assert(!String.IsNullOrEmpty(tag_type));
+            Log.assert(!String.IsNullOrEmpty(tag));
+            Log.assert(!String.IsNullOrEmpty(connection));
+        }
+
         public void serialize_into_str(Stream str) {
+            sanity_check();
             BinaryWriter bw = new BinaryWriter(str);
             bw.write_string_cpp(connection);
             bw.write_string_cpp(publishing_app);

src/DataStreamSuite/PubSub/Client/PubsubTagHandlerFactory.cs

@@ -24,6 +24,7 @@ namespace bts {
       }
       private static Dictionary<string, TagHandlerEntry> _config_map = new Dictionary<string, TagHandlerEntry>()
       {
+         {String.Empty, new TagHandlerEntry(DSTagManager.DataStreamTagType , "DataStreamCore", "bts.PubsubServerStreamTagHandler")},
       {DSTagManager.DataStreamTagType, new TagHandlerEntry(DSTagManager.DataStreamTagType , "DataStreamCore", "bts.PubsubServerStreamTagHandler")},
       {"System_Sub", new TagHandlerEntry("System_Sub", "PubSub", "BCG.SystemSubscriptionMapPublisher")},
       {"System_Stats", new TagHandlerEntry("System_Stats", "PubSub", "BCG.SystemStatsPublisher")}

src/DataStreamSuite/PubSub/Client/Routing/IPubSubRouter.cs

@@ -8,11 +8,11 @@ namespace BCG {
 
    public interface IPubSubRouter {
 
-      event PubSubTagURLChangeDelegate onSubURLTagRouteChange;
-      event PubSubTagURLChangeDelegate onPubURLTagRouteChange;
-      List<string> get_all_pubsub_sub_urls();
-      List<string> get_all_pubsub_pub_urlss();
-      string get_sub_url_for_tag(string tag);
-      string get_pub_url_for_tag(string tag);
+      // event PubSubTagURLChangeDelegate onSubURLTagRouteChange;
+      // event PubSubTagURLChangeDelegate onPubURLTagRouteChange;
+      IEnumerable<PubSubRoute> sub_routes();
+
+      RemoteConnectionInfo get_sub_route_for_tag(string tag);
+      RemoteConnectionInfo get_pub_route_for_tag(string tag);
    }
 }

src/DataStreamSuite/PubSub/Client/Routing/PubSubRoute.cs

@@ -5,43 +5,38 @@ using System.Text.RegularExpressions;
 using System.Text.Json.Serialization;
 using System.Text.Json;
 using System.Text.Json.Nodes;
+using System.Runtime.InteropServices;
 
 namespace BCG {
    [JsonConverter(typeof(PubSubRouteJsonConverter))]
    public class PubSubRoute : IComparable<PubSubRoute> {
-      public string serverAddress;
-      public string tagRegExp;
+      public string server_address;
+      public string tag_reg_exp;
       //route names are used in intermediary code (i.e. while substations are being deployed)
       //so that MC Hammer can advertise them. 
       public string name;
-      private Regex myRegex = null;
+      private Regex _regex = null;
 
       public PubSubRoute() { }
 
-      public PubSubRoute(string theServerAddress, string theTagRegExp) {
-         serverAddress = theServerAddress;
-         tagRegExp = theTagRegExp;
+      public PubSubRoute(string the_server_address, string the_tag_reg_exp) {
+         server_address = the_server_address;
+         tag_reg_exp = the_tag_reg_exp;
       }
 
-      // public PubSubRoute()
-      // {
-      //    // serverAddress = string.Format("bluto://{0}:{1}", cfg.serverAddress, cfg.serverPort);
-      //    // tagRegExp = cfg.tagsRegex;
-      // }
-
       public string[] getAllPubSubs() {
-         return serverAddress.Split(';');
+         return server_address.Split(';');
       }
 
-      public Regex getRegex() {
-         return myRegex ?? new Regex(tagRegExp);
+      public Regex get_regex() {
+         return _regex ?? new Regex(tag_reg_exp);
       }
 
       #region IComparable<PubSubRoute> Members
 
       public int CompareTo(PubSubRoute other) {
-         return serverAddress == other.serverAddress ? tagRegExp.CompareTo(other.tagRegExp)
-                                                      : serverAddress.CompareTo(other.serverAddress);
+         return server_address == other.server_address ? tag_reg_exp.CompareTo(other.tag_reg_exp)
+                                                      : server_address.CompareTo(other.server_address);
       }
 
       #endregion
@@ -51,8 +46,8 @@ namespace BCG {
             return false;
          else {
             PubSubRoute other = obj as PubSubRoute;
-            return serverAddress.Equals(other.serverAddress) &&
-                     tagRegExp.Equals(other.tagRegExp);
+            return server_address.Equals(other.server_address) &&
+                     tag_reg_exp.Equals(other.tag_reg_exp);
          }
       }
 
@@ -61,29 +56,33 @@ namespace BCG {
       }
 
       public static PubSubRoute get_default_route() {
-         return new PubSubRoute("bluto://127.0.0.0.1:12345", ".*");
+         return new PubSubRoute("bluto://127.0.0.1:12345", ".*");
+      }
+
+      public override string ToString() {
+         return $"tag_reg_exp: {tag_reg_exp} server_address: {server_address}";
       }
    }
 
    public static class PubSubRouteExtensions {
       public static bool IsMatch(this PubSubRoute route, string tag) =>
-         route.getRegex().IsMatch(tag);
+         route.get_regex().IsMatch(tag);
    }
 
    public class PubSubRouteJsonConverter : JsonConverter<PubSubRoute> {
       public override PubSubRoute? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) {
-         var jsonObj = JsonSerializer.Deserialize<JsonObject>(ref reader);
-         if (jsonObj is null) {
+         var json_obj = JsonSerializer.Deserialize<JsonObject>(ref reader);
+         if (json_obj is null) {
             return null;
          }
          var rv = new PubSubRoute();
          ReadString("name", ref rv.name);
-         ReadString("server_address", ref rv.serverAddress);
-         ReadString("tag", ref rv.tagRegExp);
+         ReadString("server_address", ref rv.server_address);
+         ReadString("tag", ref rv.tag_reg_exp);
          return rv;
 
          void ReadString(string key, ref string valueOut) {
-            if (jsonObj.TryGetPropertyValue(key, out var valueJson)) {
+            if (json_obj.TryGetPropertyValue(key, out var valueJson)) {
                var valueStr = valueJson?.GetValue<string>();
                // Only (over)write valueOut if non-null
                if (valueStr is not null) {
@@ -96,8 +95,8 @@ namespace BCG {
       public override void Write(Utf8JsonWriter writer, PubSubRoute value, JsonSerializerOptions options) {
          var jsonObj = new JsonObject {
             ["name"] = value.name,
-            ["server_address"] = value.serverAddress,
-            ["tag"] = value.tagRegExp,
+            ["server_address"] = value.server_address,
+            ["tag"] = value.tag_reg_exp,
          };
          JsonSerializer.Serialize(writer, jsonObj);
       }

src/DataStreamSuite/PubSub/Client/Routing/PubSubRouter.cs

@@ -1,97 +1,83 @@
-using System;
-using System.Text.RegularExpressions;
-using System.Collections;
-using System.Collections.Generic;
-
-using BCG;
-using Bts.PubSub;
-using bts;
-using System.Linq;
-//using BCG.Utilities;
-//using bts;
-
-namespace BCG {
-   public class PubSubRouter : IPubSubRouter {
-      private Regex[] myPubRouteRegExps;
-      private Regex[] mySubRouteRegExps;
-      private PubSubRoute[] myPubRoutes;
-      private PubSubRoute[] mySubRoutes;
-
-      public PubSubRouter() : this(
-         PubSubConfig.Instance.SubscriberRoutes?.ToArray()
-            ?? throw new InvalidOperationException("Subscriber routes are not configured"),
-         PubSubConfig.Instance.PublisherRoutes?.ToArray()
-            ?? throw new InvalidOperationException("Publisher routes are not configured")) { }
-
-      public PubSubRouter(params PubSubRoute[] routes) : this(routes, routes) { }
-
-      public PubSubRouter(PubSubRoute[] subRoutes, PubSubRoute[] pubRoutes) {
-         mySubRouteRegExps = new Regex[subRoutes.Length];
-         myPubRouteRegExps = new Regex[pubRoutes.Length];
-
-         mySubRoutes = subRoutes;
-         myPubRoutes = pubRoutes;
-
-         for (int i = 0; i < subRoutes.Length; ++i)
-            mySubRouteRegExps[i] = new Regex(subRoutes[i].tagRegExp);
-         for (int i = 0; i < pubRoutes.Length; ++i)
-            myPubRouteRegExps[i] = new Regex(pubRoutes[i].tagRegExp);
-      }
-
-      private int myGetRouteIndex(string forTag, PubSubRoute[] routes, Regex[] regexes) {
-         for (int i = 0; i < routes.Length; i++)
-            if (regexes[i].IsMatch(forTag))
-               return i;
-
-         throw new PubSubRouteNotFound(String.Format("No route found for {0}", forTag));
-      }
-
-      #region IPubSubRouter methods
-
-      private string myPickAServer(string tag, string[] urls) {
-         if (urls.Length == 1)
-            return urls[0];
-         else {
-            uint hc = (uint)tag.GetHashCode();
-            return urls[hc % urls.Length];
-         }
-      }
-
-      public string get_pub_url_for_tag(string tag) {
-         if (!myPubRoutes.TryGetFirst(r => r?.IsMatch(tag) ?? false, out var route)) {
-            throw new ArgumentException($"Failed to find route for tag '{tag}'", nameof(tag));
-         }
-         Log.Gen.info($"PubSubRouter.get_sub_url_for_tag. tag: {tag} route: {route}");
-         return route.serverAddress;
-      }
-
-      public string get_sub_url_for_tag(string tag) {
-         if (!mySubRoutes.TryGetFirst(r => r?.IsMatch(tag) ?? false, out var route)) {
-            throw new ArgumentException($"Failed to find route for tag '{tag}'", nameof(tag));
-         }
-         Log.Gen.info($"PubSubRouter.get_sub_url_for_tag. tag: {tag} route: {route}");
-         return route.serverAddress;
-      }
-
-      public List<string> get_all_pubsub_sub_urls() =>
-         mySubRoutes.Select(r => r.serverAddress).ToList();
-
-      public List<string> get_all_pubsub_pub_urlss() =>
-         myPubRoutes.Select(r => r.serverAddress).ToList();
-
-      public event PubSubTagURLChangeDelegate onSubURLTagRouteChange;
-      public event PubSubTagURLChangeDelegate onPubURLTagRouteChange;
-
-      #endregion
-
-      //this function is put here so that the events are used, in order to prevent build errors. 
-      private void myNeverCallThisFunction() {
-         if (onPubURLTagRouteChange == null || onSubURLTagRouteChange == null) {
-            int aVar = 2;
-            aVar = aVar + 2;
-         }
-      }
-
-
-   }
-}
+using System;
+using System.Text.RegularExpressions;
+using System.Collections;
+using System.Collections.Generic;
+
+using BCG;
+using Bts.PubSub;
+using bts;
+using System.Linq;
+//using BCG.Utilities;
+//using bts;
+
+namespace BCG {
+   public class PubSubRouter : IPubSubRouter {
+      // private Regex[] mySubRouteRegExps;
+      private PubSubRoute[] _pub_routes;
+      private PubSubRoute[] _sub_routes;
+
+      public PubSubRouter() : this(
+         PubSubConfig.Instance.SubscriberRoutes?.ToArray()
+            ?? throw new InvalidOperationException("Subscriber routes are not configured"),
+         PubSubConfig.Instance.PublisherRoutes?.ToArray()
+            ?? throw new InvalidOperationException("Publisher routes are not configured")) { }
+
+      public PubSubRouter(params PubSubRoute[] routes) : this(routes, routes) { }
+
+      public PubSubRouter(PubSubRoute[] sub_routes, PubSubRoute[] pub_routes) {
+         string log_msg = String.Empty;
+         foreach (var route in sub_routes) {
+            log_msg += $" sub_route: {route}";
+         }
+         foreach (var route in pub_routes) {
+            log_msg += $" pub_route: {route}";
+         }
+         Log.Gen.info($"PubSubRouter routes: {log_msg}");
+         _sub_routes = sub_routes;
+         _pub_routes = pub_routes;
+      }
+
+      #region IPubSubRouter methods
+
+      public IEnumerable<PubSubRoute> sub_routes() {
+         return _sub_routes;
+      }
+
+      public RemoteConnectionInfo get_pub_route_for_tag(string tag) {
+         if (!_pub_routes.TryGetFirst(r => r?.IsMatch(tag) ?? false, out var route)) {
+            throw new ArgumentException($"Failed to find route for tag '{tag}'", nameof(tag));
+         }
+         Log.Gen.info($"PubSubRouter.get_sub_url_for_tag tag: {tag} route: {route}");
+         return RemoteConnectionInfo.parse_url(route.server_address);
+      }
+
+      public RemoteConnectionInfo get_sub_route_for_tag(string tag) {
+         if (!_sub_routes.TryGetFirst(r => r?.IsMatch(tag) ?? false, out var route)) {
+            throw new ArgumentException($"Failed to find route for tag '{tag}'", nameof(tag));
+         }
+         Log.Gen.info($"PubSubRouter.get_sub_url_for_tag tag: {tag} route: {route}");
+         return RemoteConnectionInfo.parse_url(route.server_address);
+      }
+
+      public List<string> get_all_pubsub_sub_urls() =>
+         _sub_routes.Select(r => r.server_address).ToList();
+
+      public List<string> get_all_pubsub_pub_urlss() =>
+         _pub_routes.Select(r => r.server_address).ToList();
+
+      public event PubSubTagURLChangeDelegate onSubURLTagRouteChange;
+      public event PubSubTagURLChangeDelegate onPubURLTagRouteChange;
+
+      #endregion
+
+      //this function is put here so that the events are used, in order to prevent build errors. 
+      private void myNeverCallThisFunction() {
+         if (onPubURLTagRouteChange == null || onSubURLTagRouteChange == null) {
+            int aVar = 2;
+            aVar = aVar + 2;
+         }
+      }
+
+
+   }
+}

src/DataStreamSuite/PubSub/Client/SubAddress.cs

@@ -1,31 +1,31 @@
-using System;
-using BCG;
-//using BCG.Utilities;
+// using System;
+// using BCG;
+// //using BCG.Utilities;
 
-namespace BCG
-{
-   public class InvalidSubAddress : Exception
-   {
-      public InvalidSubAddress(string msg) : base (msg){}
-   }
+// namespace BCG
+// {
+//    public class InvalidSubAddress : Exception
+//    {
+//       public InvalidSubAddress(string msg) : base (msg){}
+//    }
 
-   public abstract class SubAddress
-   {
-      public static SubAddress decode (string s)
-      {
-         //if (s.StartsWith(TcpSubAddress.prefix))
-         //   return new TcpSubAddress(s);
-         //else if (s.StartsWith(SuperSocketAddress.prefix))
-         //   return new SuperSocketAddress(s);
-         if (s.StartsWith(MSMQSubAddress.prefix))
-            return new MSMQSubAddress(s);
-         else if (s.StartsWith(BlutoSubAddress.prefix))
-            return new BlutoSubAddress(s);
-         else
-         {
-            //BlueEventLog.logAssert(false, "Unknown pubsub transport for : " + s);
-            return null;
-         }
-      }
-   }
-}
+//    public abstract class SubAddress
+//    {
+//       public static SubAddress decode (string s)
+//       {
+//          //if (s.StartsWith(TcpSubAddress.prefix))
+//          //   return new TcpSubAddress(s);
+//          //else if (s.StartsWith(SuperSocketAddress.prefix))
+//          //   return new SuperSocketAddress(s);
+//          if (s.StartsWith(MSMQSubAddress.prefix))
+//             return new MSMQSubAddress(s);
+//          else if (s.StartsWith(BlutoSubAddress.prefix))
+//             return new BlutoSubAddress(s);
+//          else
+//          {
+//             //BlueEventLog.logAssert(false, "Unknown pubsub transport for : " + s);
+//             return null;
+//          }
+//       }
+//    }
+// }

src/DataStreamSuite/PubSub/Config/PubSubConfig.cs

@@ -27,35 +27,39 @@ public class PubSubConfig {
    [JsonPropertyName("simple_echo_server")]
    public bool? SimpleEchoServer { get; set; }
 
+   // unused
    [JsonPropertyName("milliseconds_between_sub_info_updates")]
    public int? MillisecondsBetweenSubInfoUpdates { get; set; } = 1000;
 
+   // unused
    [JsonPropertyName("milliseconds_between_time_slice_updates")]
    public int? MillisecondsBetweenTimeSliceUpdates { get; set; } = 5000;
 
+   // unused
    [JsonPropertyName("milliseconds_between_no_buffer_space_retries")]
    public int? MillisecondsBetweenNoBufferRetries { get; set; } = 100;
 
+   // unused
    [JsonPropertyName("retries_on_no_buffer_space")]
    public int? RetriesOnNoBufferSpace { get; set; } = 1;
 
+   // unused
    [JsonPropertyName("do_it_all_seconds_between_log")]
    public int? DoItAllSecondsBetweenLog { get; set; } = 0;
 
-   // Milliseconds
+   // Used by the PubSubMessageReactor to pass to the ManagedTCPMessageHb (but unsed within it)
    [JsonPropertyName("heartbeat_interval")]
    public int? HeartbeatInterval { get; set; } = 15000;
 
    [JsonPropertyName("missing_heartbeats_before_gc")]
    public int? MissingHeartbeatsBeforeGc { get; set; } = 50;
 
-   [JsonPropertyName("use_managed_sockets")]
-   public bool? UseManagedSockets { get; set; } = true;
-
+   // unused
    // Milliseconds
    [JsonPropertyName("state_update_period")]
    public int? StateUpdatePeriod { get; set; } = 5000;
 
+   // unused
    // Milliseconds
    [JsonPropertyName("statistics_update_period")]
    public int? StatisticsUpdatePeriod { get; set; } = 5000;
@@ -64,67 +68,20 @@ public class PubSubConfig {
    [JsonPropertyName("disposed_connection_check_period")]
    public int? DisposedConnectionCheckPeriod { get; set; } = 1000;
 
-   // Milliseconds
-   [JsonPropertyName("message_processing_warning_threshold")]
-   public int? MessageProcessingWarningThreshold { get; set; } = 1000;
-
-   [JsonPropertyName("max_packet_size")]
-   public int? MaxPacketSize { get; set; } = 500000000;
-
-   [JsonPropertyName("blue_comm_must_die")]
-   public bool? BlueCommMustDie { get; set; } = true;
-
-   [JsonPropertyName("crushable_tags")]
-   public List<string>? CrushableTags { get; set; }
-
    [JsonPropertyName("tag_type_to_assembly_map")]
    public TagTypeToAssembly? TagTypeToAssemblyMap { get; set; }
 
-   [JsonPropertyName("server_queue")]
-   public string? ServerQueue { get; set; } = "PubSubQueue";
-
-   [JsonPropertyName("port_range")]
-   public PubSubPortRange? PortRange { get; set; }
-
-   [JsonPropertyName("bind_to_random_port")]
-   public bool? BindToRandomPort { get; set; } = false;
-
-   [JsonPropertyName("debug_tags")]
-   public string? DebugTags { get; set; }
-
+   // unused
    [JsonPropertyName("latency_report_threshold_ms")]
    public int? LatencyReportThresholdMs { get; set; }
 
-   [JsonPropertyName("use_substations")]
-   public bool? UseSubstations { get; set; }
-
-   [JsonPropertyName("use_dynamic_clients")]
-   public bool? UseDynamicClients { get; set; }
-
-   [JsonPropertyName("is_substation")]
-   public bool? IsSubstation { get; set; }
-
+   // unused
    [JsonPropertyName("internally_publish_sub_info")]
    public bool? InternallyPublishSubInfo { get; set; }
 
-   [JsonPropertyName("use_managed_clients_in_native_code")]
-   public bool? UseManagedClientsInNativeCode { get; set; }
-
    [JsonPropertyName("compressed_tags")]
    public string? CompressedTags { get; set; }
 
-   [JsonPropertyName("tags_to_report_compression_ratio")]
-   public string? TagsToReportCompressionRatio { get; set; }
-
-   [JsonPropertyName("disable_msmq")]
-   public bool? DisableMsmq { get; set; }
-
-   [JsonPropertyName("use_prepublished_server_state")]
-   public bool? UsePrepublishedServerState { get; set; }
-
-   [JsonPropertyName("ip_translation")]
-   public string? IpTranslation { get; set; }
-
    [JsonPropertyName("gc_activation_threshold")]
    public int? GcActivationThreshold { get; set; }
 
@@ -148,38 +105,22 @@ public class PubSubConfig {
          DoItAllSecondsBetweenLog = 0,
          HeartbeatInterval = 15000,
          MissingHeartbeatsBeforeGc = 50,
-         UseManagedSockets = true,
          StateUpdatePeriod = 5000,
          StatisticsUpdatePeriod = 5000,
          DisposedConnectionCheckPeriod = 1000,
-         MessageProcessingWarningThreshold = 1000,
          ServerPort = 12345,
-         MaxPacketSize = 500000000,
-         BlueCommMustDie = true,
-         CrushableTags = new(0),
          TagTypeToAssemblyMap = new(),
-         ServerQueue = "PubSubQueue",
-         PortRange = new(30400, 31700),
-         BindToRandomPort = false,
-         DebugTags = NOTAGS,
          LatencyReportThresholdMs = 1500,
-         UseSubstations = false,
-         IsSubstation = false,
          InternallyPublishSubInfo = true,
-         UseManagedClientsInNativeCode = false,
          CompressedTags = NOTAGS,
-         TagsToReportCompressionRatio = NOTAGS,
-         DisableMsmq = false,
-         UsePrepublishedServerState = false,
-         IpTranslation = null,
          GcActivationThreshold = 0,
          WaitPeriodAfterGc = 1000,
          SimpleEchoServer = false,
          PublisherRoutes = new() {
-            new("bluto://127.0.0.0.1:12345", ".*")
+            new("bluto://127.0.0.1:12345", ".*")
          },
          SubscriberRoutes = new() {
-            new("bluto://127.0.0.0.1:12345", ".*")
+            new("bluto://127.0.0.1:12345", ".*")
          }
       };
       return rv;
@@ -193,30 +134,14 @@ public class PubSubConfig {
       DoItAllSecondsBetweenLog ??= other.DoItAllSecondsBetweenLog;
       HeartbeatInterval ??= other.HeartbeatInterval;
       MissingHeartbeatsBeforeGc ??= other.MissingHeartbeatsBeforeGc;
-      UseManagedSockets ??= other.UseManagedSockets;
       StateUpdatePeriod ??= other.StateUpdatePeriod;
       StatisticsUpdatePeriod ??= other.StatisticsUpdatePeriod;
       DisposedConnectionCheckPeriod ??= other.DisposedConnectionCheckPeriod;
-      MessageProcessingWarningThreshold ??= other.MessageProcessingWarningThreshold;
       ServerPort ??= other.ServerPort;
-      MaxPacketSize ??= other.MaxPacketSize;
-      BlueCommMustDie ??= other.BlueCommMustDie;
-      CrushableTags ??= other.CrushableTags;
       TagTypeToAssemblyMap ??= other.TagTypeToAssemblyMap;
-      ServerQueue ??= other.ServerQueue;
-      PortRange ??= other.PortRange;
-      BindToRandomPort ??= other.BindToRandomPort;
-      DebugTags ??= other.DebugTags;
       LatencyReportThresholdMs ??= other.LatencyReportThresholdMs;
-      UseSubstations ??= other.UseSubstations;
-      IsSubstation ??= other.IsSubstation;
       InternallyPublishSubInfo ??= other.InternallyPublishSubInfo;
-      UseManagedClientsInNativeCode ??= other.UseManagedClientsInNativeCode;
       CompressedTags ??= other.CompressedTags;
-      TagsToReportCompressionRatio ??= other.TagsToReportCompressionRatio;
-      DisableMsmq ??= other.DisableMsmq;
-      UsePrepublishedServerState ??= other.UsePrepublishedServerState;
-      IpTranslation ??= other.IpTranslation;
       GcActivationThreshold ??= other.GcActivationThreshold;
       WaitPeriodAfterGc ??= other.WaitPeriodAfterGc;
       SimpleEchoServer ??= other.SimpleEchoServer;

src/DataStreamSuite/PubSub/ManagedTCP/AsyncTCPConnection.cs

@@ -0,0 +1,542 @@
+// using System;
+// using System.Collections.Generic;
+// using System.Text;
+// using System.Net;
+// using System.Net.Sockets;
+// using System.IO;
+// //using BCG.Utilities;
+// using BCG.Utilities.General;
+// using System.Runtime.InteropServices;
+
+// namespace BCG
+// {
+//    /// <summary>
+//    /// This class, mantains a connection to a peer socket, using
+//    /// the .Net async TCP library. It sends heartbeats at regular
+//    /// intervals (config). It is in active states when messages
+//    /// are sent and received without an error state. It assumed 
+//    /// dead state when either of the following happens
+//    /// BeginReceive returns a SocketError
+//    /// BeginSend returns a SocketError
+//    /// EndReceive returns a SocketError
+//    /// EndSend returns a SocketError
+//    /// As soon as it assumes dead state it stops sending or
+//    /// receiving any messages (including heartbeats).
+//    /// The user of this class can either detect that by
+//    /// missing heartbeats or checking the isConnected property.
+//    /// Missing should be the more general way, since if the
+//    /// peer dies in a 'silent' way, where none of the above 
+//    /// methods indicate an error, missing heartbeats is guaranteed
+//    /// to detect it.
+//    /// </summary>
+//    public class AsyncTCPConnection : ITCPConnection, IWorker, IDisposable
+//    {
+//       /// <summary>
+//       /// This is used as a state for the Async send. Reason being 
+//       /// that if onSend indicates that it could not send the full
+//       /// data (ie EndSend does not return the full size), the offset
+//       /// is used to resend the data
+//       /// </summary>
+//       public class AsyncMessage
+//       {
+//          public byte[] buffer;
+//          public int offset;
+//          public string messageId;
+//          public SendConfirmationDelegate onSendDel;
+
+//          public AsyncMessage(byte[] theBuffer, int theOffset)
+//             : this(theBuffer, theOffset, String.Empty, null) { }
+
+//          public AsyncMessage(byte[] theBuffer, int theOffset, string theMessageId, SendConfirmationDelegate theOnSendDel)
+//          {
+//             buffer = theBuffer;
+//             offset = theOffset;
+//             messageId = theMessageId;
+//             onSendDel = theOnSendDel;
+//          }
+
+
+//          public int length
+//          {
+//             get
+//             {
+//                return buffer.Length - offset;
+//             }
+//          }
+//       }
+
+//       enum ReadState
+//       {
+//          readingSize,
+//          readingData
+//       };
+
+//       #region work around for .Net socket's LocalEndPoint bug
+
+//       [StructLayout(LayoutKind.Sequential)]
+//       private struct in_addr
+//       {
+//          [MarshalAs(UnmanagedType.ByValArray, SizeConst = 4)]
+//          public byte[] sin_addr;
+//       }
+
+//       [StructLayout(LayoutKind.Sequential)]
+//       private struct sockaddr
+//       {
+//          public short sin_family;
+//          public ushort sin_port;
+//          public in_addr sin_addr;
+//          [MarshalAs(UnmanagedType.ByValArray, SizeConst = 8)]
+//          public byte[] sin_zero;
+//       }
+
+//       [DllImport("wsock32.dll")]
+//       private static extern int getsockname(IntPtr s, ref sockaddr name, ref int namelen);
+
+//       [DllImport("wsock32.dll")]
+//       private static extern int getpeername(IntPtr s, ref sockaddr name, ref int namelen);
+
+//       #endregion
+
+//       private readonly int myMaxMessageSize = PubSub3Config.instance.PS3_MaxPacketSize;
+//       private RemoteConnectionInfo myPeer, mySelf;
+//       private Socket mySock;
+//       private ITCPMessageHandler myMessageHandler;
+
+//       private byte[] myCurrentReadBuffer;
+//       private int myCurrentReadBufferOffset;
+//       private ReadState myCurrentReadState;
+
+//       private bool myAlive = true;
+
+//       private byte[] myHBMessage;
+//       private TimeSpan myHBTimeSpan;
+//       private MasterWorker myMasterWorker = MasterWorker.getInstance(true);
+//       private bool myHBReceived = false, myDataReceived = false, myHBSent = false;
+//       private DateTime myLastHBReceivedTime = new DateTime(1900, 1, 1);
+
+//       public AsyncTCPConnection(Socket sock, TimeSpan heartBeatTimeSpan)
+//       {
+//          myHBTimeSpan = heartBeatTimeSpan;
+//          mySock = sock;
+//          mySock.SetSocketOption(SocketOptionLevel.Socket, SocketOptionName.DontRoute, true);
+//          string ip;
+//          int port;
+//          getPeerAddress(out ip, out port);
+//          myPeer = new RemoteConnectionInfo(ip, port);
+//          getSelfAddress(out ip, out port);
+//          mySelf = new RemoteConnectionInfo(ip, port);
+//          // BlueEventLog.logEvent(String.Format("AsyncTCPConnection created : self = {0} , peer = {1}",
+//          //                                        mySelf.ToString(), myPeer.ToString()), PS3LogLevels.connection);
+//       }
+
+//       public override string ToString()
+//       {
+//          return String.Format("peer = {0}, self = {1}", myPeer.ToString(), mySelf.ToString());
+//       }
+
+//       #region ITCPConnection Members
+
+//       public void sendWithConfirmation(byte[] data, ref string confId, SendConfirmationDelegate del)
+//       {
+//          confId = Guid.NewGuid().ToString();
+//          byte[] msg = myBuildDataMessage(data);
+//          myBeginOrResumeSending(new AsyncMessage(msg, 0, confId, del));
+//       }
+
+//       public void send(byte[] data)
+//       {
+//          byte[] msg = myBuildDataMessage(data);
+//          myBeginOrResumeSending(new AsyncMessage(msg, 0));
+//       }
+
+//       public void register(ITCPMessageHandler messageHandler)
+//       {
+//          // BlueEventLog.logAssert(myMessageHandler == null, "Message Handler is already assigned");
+//          // BlueEventLog.logEvent(String.Format("AsyncTCPConnection for peer = {0} being registered", myPeer.ToString()),
+//          //                         PS3LogLevels.connection);
+//          myMessageHandler = messageHandler;
+//          myMasterWorker.addWorker(this, myHBTimeSpan);
+//          myReadSize();
+//       }
+
+//       public void getPeerAddress(out string ip, out int port)
+//       {
+//          ip = "";
+//          port = 0;
+//          if (myAlive)
+//          {
+//             IPEndPoint ipEp = mySock.RemoteEndPoint as IPEndPoint;
+//             ip = ipEp.Address.ToString();
+//             port = ipEp.Port;
+//          }
+//          ///.Net has some problems getting the port, so using
+//          ///native code for that
+//          //sockaddr addr = new sockaddr();
+//          //int namelen = 16;
+//          //getsockname(mySock.Handle, ref addr, ref namelen);
+//          //port = addr.sin_port;
+//       }
+
+//       public void getSelfAddress(out string ip, out int port)
+//       {
+//          ip = "";
+//          port = 0;
+//          if (myAlive)
+//          {
+//             IPEndPoint ipEp = mySock.LocalEndPoint as IPEndPoint;
+//             ip = ipEp.Address.ToString();
+//             port = ipEp.Port;
+//          }
+//          ///due to this bug in .Net socket, we have to resort to
+//          ///native code
+//          //sockaddr addr = new sockaddr();
+//          //int namelen = 16;
+//          //getsockname(mySock.Handle, ref addr, ref namelen);
+//          //port = addr.sin_port;
+//       }
+
+//       public bool isDisposed
+//       {
+//          get { return !myAlive; }
+//       }
+
+//       #endregion
+
+//       #region IWorker Members
+
+//       bool _last_connected = false;
+//       public void doWork()
+//       {
+//          if (mySock != null)
+//          //if (mySock.Connected != _last_connected)
+//          {
+//             Console.WriteLine($"AsyncTCPConnection.doWork connected: {mySock.Connected}");
+//             _last_connected = mySock.Connected;
+//          }
+//          if (!myHBSent)
+//          {
+//             // BlueEventLog.logEvent(String.Format("Sending heartbeat to peer {0} for the first time", myPeer.ToString()),
+//             //                         PS3LogLevels.connection);
+//             myHBSent = true;
+//          }
+//          myBeginOrResumeSending(new AsyncMessage(myBuildHeartbeatMessage(), 0));
+//       }
+
+//       #endregion
+
+//       #region sending data
+
+//       private void myBeginOrResumeSending(AsyncMessage message)
+//       {
+//          if (myAlive)
+//          {
+//             try
+//             {
+//                //Console.WriteLine($"AsyncTCPConnection.myBeginOrResumeSending len: {message.length} connected: {mySock.Connected}");
+//                SocketError beginSendErr;
+//                mySock.BeginSend(message.buffer, message.offset, message.length, SocketFlags.None,
+//                                  out beginSendErr, new AsyncCallback(myOnSend), message);
+//                Console.WriteLine($"AsyncTCPConnection.myBeginOrResumeSending len: {message.length} socker_error: {beginSendErr} connected: {mySock.Connected}");
+//                if (beginSendErr != SocketError.Success)
+//                   myHandleError(beginSendErr);
+//             }
+//             catch (Exception ex)
+//             {
+//                myHandleError(ex);
+//             }
+//          }
+//       }
+
+//       private void myOnSend(IAsyncResult res)
+//       {
+//          if (myAlive)
+//          {
+//             try
+//             {
+//                SocketError writeErr;
+//                int bytesSent = mySock.EndSend(res, out writeErr);
+//                Console.WriteLine($"AsyncTCPConnection.myOnSend bytes: {bytesSent} writeErr: {writeErr} connected: {mySock.Connected}");
+//                AsyncMessage message = res.AsyncState as AsyncMessage;
+//                message.offset += bytesSent;
+//                if (writeErr == SocketError.Success)
+//                {
+//                   if (message.offset == message.buffer.Length)
+//                   {
+//                      // if confirmation needs to be sent
+//                      if (String.Empty != message.messageId)
+//                      {
+//                         message.onSendDel(message.messageId, true);
+//                      }
+//                   }
+//                   else
+//                   {
+//                      ///resume writing rest of the message
+//                      // BlueEventLog.logEvent("could not send the whole message all at once , messageSize = " +
+//                      //    message.buffer.Length + " offset = " + message.offset, PS3LogLevels.info);
+//                      myBeginOrResumeSending(message);
+//                   }
+//                }
+//                else
+//                {
+//                   myHandleError(writeErr);
+//                }
+//             }
+//             catch (Exception ex)
+//             {
+//                myHandleError(ex);
+//             }
+//          }
+//       }
+
+//       /// <summary>
+//       /// Assembles the heartbeat message, and uses it for 
+//       /// future references
+//       /// </summary>
+//       /// <returns></returns>
+//       private byte[] myBuildHeartbeatMessage()
+//       {
+//          if (myHBMessage == null)
+//          {
+//             BinaryWriter bw = new BinaryWriter(new MemoryStream());
+//             int sz = 4;
+//             int msgType = 1;
+//             bw.Write(sz);
+//             bw.Write(msgType);
+//             myHBMessage = (bw.BaseStream as MemoryStream).ToArray();
+//          }
+//          return myHBMessage;
+//       }
+
+//       /// <summary>
+//       /// Assembles the data message. This is necessary
+//       /// for the other side to understand the message. This can also
+//       /// be achieved by not forming the message and use the 
+//       /// BeginSend (List<>) function rather than BeginSend (byte[])
+//       /// </summary>
+//       /// <param name="data"></param>
+//       /// <returns></returns>
+//       private byte[] myBuildDataMessage(byte[] data)
+//       {
+//          BinaryWriter bw = new BinaryWriter(new MemoryStream());
+//          bw.Write(data.Length + 8);
+//          bw.Write(0);
+//          bw.Write(0);   ///mid for backward compatibility
+//          bw.Write(data);
+//          return (bw.BaseStream as MemoryStream).ToArray();
+//       }
+
+//       #endregion
+
+//       #region receiving data
+
+//       private void myReadSize()
+//       {
+//          myCurrentReadBuffer = new byte[4];
+//          myCurrentReadBufferOffset = 0;
+//          myCurrentReadState = ReadState.readingSize;
+//          myBeginOrResumeReading();
+//       }
+
+//       private void myReadData(int dataSize)
+//       {
+//          myCurrentReadBuffer = new byte[dataSize];
+//          myCurrentReadBufferOffset = 0;
+//          myCurrentReadState = ReadState.readingData;
+//          myBeginOrResumeReading();
+//       }
+
+//       private void myBeginOrResumeReading()
+//       {
+//          if (myAlive)
+//          {
+//             try
+//             {
+//                int beginReceiveAttempts = 0;
+//                while (true)
+//                {
+//                   beginReceiveAttempts++;
+//                   SocketError readSockErr;
+//                   mySock.BeginReceive(myCurrentReadBuffer, myCurrentReadBufferOffset,
+//                                        myCurrentReadBuffer.Length - myCurrentReadBufferOffset,
+//                                        SocketFlags.None, out readSockErr,
+//                                        new AsyncCallback(myOnRead),
+//                                        myCurrentReadBuffer);
+//                   Console.WriteLine($"AsyncTCPConnection.myBeginOrResumeReading socket_error: {readSockErr} connected: {mySock.Connected}");
+//                   if (readSockErr == SocketError.NoBufferSpaceAvailable)
+//                   {
+//                      string msg = String.Format("Not enough buffer space to receive {0} bytes. Attempt: {1} of {2}.",
+//                         myCurrentReadBuffer.Length - myCurrentReadBufferOffset,
+//                         beginReceiveAttempts, PubSub3Config.instance.PS3_retriesOnNoBufferSpace + 1);
+//                      //BlueEventLog.logEvent(msg, PS3LogLevels.disconnection);
+
+//                      if (beginReceiveAttempts < (PubSub3Config.instance.PS3_retriesOnNoBufferSpace + 1))
+//                         System.Threading.Thread.Sleep(PubSub3Config.instance.PS3_millisecondsBetweenNoBufferSpaceRetries);
+//                      else
+//                      {
+//                         //BlueEventLog.logEvent("Could not recover from NoBufferSpace condition. Breaking connection.", PS3LogLevels.disconnection);
+//                         myHandleError(readSockErr);
+//                      }
+//                   }
+//                   else if (readSockErr == SocketError.Success)
+//                   {
+//                      if (beginReceiveAttempts > 1)
+//                         // BlueEventLog.logEvent(String.Format("Recovered from NoBufferSpace after {0} tries",beginReceiveAttempts-1) , 
+//                         //    PS3LogLevels.disconnection);
+//                         break;
+//                   }
+//                   else
+//                      myHandleError(readSockErr);
+//                }
+//             }
+//             catch (Exception ex)
+//             {
+//                myHandleError(ex);
+//             }
+//          }
+//       }
+
+//       private void myOnRead(IAsyncResult res)
+//       {
+//          if (myAlive)
+//          {
+//             try
+//             {
+//                SocketError readErr;
+//                Console.WriteLine($"AsyncTCPConnection.myOnRead pre connected: {mySock.Connected}");
+//                int bytesRead = mySock.EndReceive(res, out readErr);
+//                Console.WriteLine($"AsyncTCPConnection.myOnRead bytes: {bytesRead} readErr: {readErr} connected: {mySock.Connected}");
+//                myCurrentReadBufferOffset += bytesRead;
+//                if (readErr == SocketError.Success)
+//                {
+//                   if (myCurrentReadBufferOffset == myCurrentReadBuffer.Length)
+//                   {
+//                      ///read the whole of the buffer
+//                      if (myCurrentReadState == ReadState.readingSize)
+//                      {
+//                         ///the size has already been read, now convert
+//                         ///it into an int, and start reading the data
+//                         int dataSize = new BinaryReader(new MemoryStream(myCurrentReadBuffer)).ReadInt32();
+//                         if (dataSize > myMaxMessageSize)
+//                         {
+//                            string errMessage = "Encountered malformed message, size indicated  = " + dataSize;
+//                            //BlueEventLog.logEvent(errMessage, "Error");
+//                            myHandleError(new ApplicationException(errMessage));
+//                         }
+//                         else
+//                            myReadData(dataSize);
+//                      }
+//                      else
+//                      {
+//                         ///the whole data has been finally read, time to 
+//                         ///tell the subscriber about it
+//                         BinaryReader br = new BinaryReader(new MemoryStream(myCurrentReadBuffer));
+//                         int msgType = br.ReadInt32();
+//                         if (msgType == 0)
+//                         {
+//                            ///skips the message ID
+//                            br.ReadInt32();
+//                            byte[] data = br.ReadBytes(myCurrentReadBuffer.Length - 8);
+//                            ///callbacks can be made through thread pool to avoid this
+//                            ///thread from being blocked, by this callback
+//                            if (!myDataReceived)
+//                            {
+//                               myDataReceived = true;
+//                               Console.WriteLine($"AsyncTCPConnection Data received for the first time from peer {myPeer.ToString()}");
+//                            }
+//                            myMessageHandler.onData(new RemoteMessage(data, RemoteMessageType.Data, myPeer));
+
+//                         }
+//                         else if (msgType == 1)
+//                         {
+//                            if (!myHBReceived)
+//                            {
+//                               myHBReceived = true;
+//                               Console.WriteLine($"AsyncTCPConnection HB received for the first time from peer {myPeer.ToString()}");
+//                            }
+//                            myLastHBReceivedTime = DateTime.Now;
+//                            myMessageHandler.onData(new RemoteMessage(null, RemoteMessageType.Heartbeat, myPeer));
+//                         }
+//                         myReadSize();
+//                      }
+//                   }
+//                   else
+//                   {
+//                      ///still part of the buffer left to read
+//                      ///continue reading
+//                      myBeginOrResumeReading();
+//                   }
+//                }
+//                else
+//                {
+//                   myHandleError(readErr);
+//                }
+//             }
+//             catch (Exception ex)
+//             {
+//                myHandleError(ex);
+//             }
+//          }
+//       }
+
+//       #endregion
+
+//       #region IDisposable Members
+
+//       public void Dispose()
+//       {
+//          Console.WriteLine("AsyncTCPConnection.Dispose()");
+//          lock (this)
+//          {
+//             if (myAlive)
+//             {
+//                myMasterWorker.removeWorker(this);
+//                myAlive = false;
+//                // BlueEventLog.logEvent(String.Format("AsycnTCPConnection with peer {0} being disposed, last HB was received at {1}" , 
+//                //                                     myPeer.ToString(), myLastHBReceivedTime.ToLongTimeString()),
+//                //                         PS3LogLevels.disconnection);
+//                try
+//                {
+//                   mySock.Close();
+//                }
+//                catch (Exception ex)
+//                {
+//                   String.Format("Exception of type {0} thrown while trying to close socket connected to {1} , with" +
+//                      " the following exception msg {2}", ex.GetType().ToString(), myPeer.ToString(), ex.Message);
+//                   //BlueEventLog.logEvent(ex);
+//                   if (ex is OutOfMemoryException)
+//                      throw ex;
+//                }
+//             }
+//          }
+//       }
+
+//       #endregion
+
+//       private void myHandleError(object err)
+//       {
+//          lock (this)
+//          {
+//             string errMsg = "";
+//             if (err is Exception)
+//             {
+//                errMsg = String.Format("AsyncTCPConnection.Dispose Encountered an exception of type '{0}' on the socket connected to ip = {1} , port = {2} ; " +
+//                   "Exception message = {3} , if the socket has not been disposed, it will be disposed now", err.GetType(), myPeer.ip, myPeer.port, (err as Exception).Message);
+//                if (err is OutOfMemoryException)
+//                   throw (err as OutOfMemoryException);
+//             }
+//             else if (err is SocketError)
+//             {
+//                errMsg = String.Format("AsyncTCPConnection.Dispose Encountered a SocketError of type '{0}' on the socket connected to ip = {1} , port = {2} ; " +
+//                   "if the socket has not been disposed, it will be disposed now", err.ToString(), myPeer.ip, myPeer.port);
+//                Console.WriteLine($"AsyncTCPConnection.myHandleError errMsg: {errMsg}");
+//             }
+//             //BlueEventLog.logEvent(errMsg, PS3LogLevels.disconnection);
+//             if (myAlive)
+//             {
+//                Dispose();
+//             }
+//          }
+//       }
+//    }
+// }

src/DataStreamSuite/PubSub/ManagedTCP/AsyncTCPConnection2.cs

@@ -0,0 +1,248 @@
+// using BCG;
+
+// using Google.Protobuf;
+
+// using System;
+// using System.IO;
+// using System.Linq;
+// using System.Net;
+// using System.Net.Sockets;
+// using System.Runtime.CompilerServices;
+// using System.Text;
+// using System.Threading.Tasks;
+// using BCG;
+// using System.Xml.Serialization;
+// using System.Reflection;
+// using BCG.Utilities.General;
+// using System.Net.WebSockets;
+
+// namespace BCG {
+
+//    public class AsyncTCPConnection2 : ITCPConnection, IWorker, IDisposable {
+//       private Socket _socket;
+//       // tied to the socket above
+//       private NetworkStream _nw_stream;
+//       private readonly ConnectionSide _side;
+//       ITCPMessageHandler _message_handler;
+//       private int _msg_id = 0;
+//       RemoteConnectionInfo _peer_address;
+//       RemoteConnectionInfo _self_address;
+//       private TimeSpan _hb_period = TimeSpan.FromSeconds(1);
+//       private DateTime _last_hb_sent = DateTime.MinValue;
+//       private DateTime _last_hb_received = DateTime.MaxValue;
+//       private static byte _msg_type_data = 1;
+//       private static byte _msg_type_hb = 0;
+//       private bool _is_disposed = false;
+//       SyncQueue<QueuedMessage> _data_send_queue = new SyncQueue<QueuedMessage>();
+
+//       public class QueuedMessage {
+//          public string id;
+//          public SendConfirmationDelegate del;
+//          public byte[] data;
+
+//          public QueuedMessage(string id, SendConfirmationDelegate del, byte[] data) {
+//             id = id;
+//             del = del;
+//             data = data;
+//          }
+
+//          public QueuedMessage(byte[] data)
+//          : this(String.Empty, null, data) { }
+
+//       }
+
+//       public enum ConnectionSide {
+//          Client,
+//          Server
+//       }
+
+//       public AsyncTCPConnection2(Socket socket, ConnectionSide side) {
+//          _socket = socket;
+//          _nw_stream = new NetworkStream(socket);
+//          _side = side;
+//          IPEndPoint r_ep = socket.RemoteEndPoint as IPEndPoint;
+//          _peer_address = new RemoteConnectionInfo(r_ep.Address.ToString(), r_ep.Port);
+
+//          var loc_ep = socket.LocalEndPoint as IPEndPoint;
+//          _self_address = new RemoteConnectionInfo(loc_ep.Address.ToString(), loc_ep.Port);
+//       }
+
+//       public void register(ITCPMessageHandler message_handler) {
+//          _message_handler = message_handler;
+//          Task.Run(async () => _keep_reading());
+//          Task.Run(async () => await _keep_sending());
+//          //_keep_reading();
+//          // if add a _keep_sending threadis added then we can maek send a non async
+//          // methid making it much easier to integrate with the rest
+//       }
+
+//       // this thread pulls 
+//       private async Task _keep_sending() {
+//          bts.Log.Gen.info($"TCPConnection._keep_sending starting");
+//          while (!_is_disposed) {
+//             try {
+//                QueuedMessage m = _data_send_queue.dequeue(100);
+//                if (m == null) {
+//                   continue;
+//                }
+//                await send_async(m.data);
+//                if (String.IsNullOrEmpty(m.id)) {
+//                   m.del(m.id, true);
+//                }
+//             } catch (Exception ex) {
+//                bts.Log.Gen.error($"TCPConnection._keep_sending ex: {ex.Message}");
+//                await Task.Delay(100);
+//                _handle_error(ex);
+//             }
+//          }
+//       }
+
+//       private async Task _keep_reading() {
+//          bts.Log.Gen.info($"TCPConnection._keep_reading starting");
+//          while (!_is_disposed) {
+//             try {
+//                byte[] msg = await TCPSocketUtils.read_bytes_async(_nw_stream);
+//                bts.Log.Gen.info($"AsyncTCPConnection2._keep_reading side: {_side} self: {get_self_address()} peer: {get_peer_address()} msg len: {msg.Length}");
+//                await _handle_msg(msg);
+//             } catch (Exception ex) {
+//                bts.Log.Gen.error($"TCPConnection._keep_reading ex: {ex.Message}");
+//                await Task.Delay(100);
+//                _handle_error(ex);
+//             }
+//          }
+//       }
+
+//       private async Task _handle_msg(byte[] msg) {
+//          // read the first byte to read the msg type and deal with it accordingly
+//          BinaryReader br = new BinaryReader(new MemoryStream(msg));
+//          byte msg_type = br.ReadByte();
+//          if (msg_type == _msg_type_data) {
+//             byte[] data = br.ReadBytes(msg.Length - 1);
+//             RemoteMessage m = new RemoteMessage(data, RemoteMessageType.Data, _peer_address);
+//             _message_handler.onData(m);
+//          } else {
+//             RemoteMessage m = new RemoteMessage(null, RemoteMessageType.Heartbeat, _peer_address);
+//             _message_handler.onData(m);
+//          }
+//       }
+
+//       // not very efficient
+//       private static byte[] _prefix_msg_type(byte[] data) {
+//          MemoryStream ms = new MemoryStream();
+//          BinaryWriter bw = new BinaryWriter(ms);
+//          bw.Write(_msg_type_data);
+//          bw.Write(data);
+//          ms.Position = 0;
+//          return ms.ToArray();
+//       }
+
+//       private async void _handle_error(Exception ex) {
+//          bts.Log.Gen.error($"TCPConnection._handle_error ex: {ex}");
+//          try {
+//             var socket = _nw_stream.Socket;
+//             socket.Close();
+//             socket.Dispose();
+//          } catch (Exception ex2) {
+//             bts.Log.Gen.error($"TCPConnection._handle_error got exception when closing Socket ex: {ex}");
+//          }
+//          _is_disposed = true;
+//          RemoteMessage rm = new RemoteMessage(new byte[] { }, RemoteMessageType.Disconnection, _peer_address);
+//          _message_handler.onData(rm);
+//       }
+
+//       public void send_with_confirmation(byte[] data, string confId, SendConfirmationDelegate del) { }
+
+//       public async Task send_with_confirmation_async(byte[] data, string conf_id, SendConfirmationDelegate del) {
+//          try {
+//             conf_id = (++_msg_id).ToString();
+//             await TCPSocketUtils.send_bytes_async(_nw_stream, data);
+//             del(conf_id, true);
+//          } catch (Exception ex) {
+//             _handle_error(ex);
+//          }
+//       }
+
+//       public void sendWithConfirmation(byte[] data, ref string conf_id, SendConfirmationDelegate del) {
+//          conf_id = (++_msg_id).ToString();
+//          send(data);
+//          del(conf_id, true);
+//       }
+
+//       public void send(byte[] data) {
+//          Task.Run(async () => await send_async(data));
+//          bts.Log.Gen.info($"AsyncTCPConnection2.send self: {get_self_address()} peer: {get_peer_address()} msg len: {data.Length} sent successfully");
+//          //_data_send_queue.enqueue(new QueuedMessage(data));
+//       }
+
+//       public async Task send_async(byte[] data) {
+//          // prefix 4 bytes for type (data vs hb)
+//          MemoryStream str = new MemoryStream();
+//          BinaryWriter bw = new BinaryWriter(str);
+//          bw.Write(_msg_type_data);
+//          bw.Write(data);
+//          try {
+//             await TCPSocketUtils.send_bytes_async(_nw_stream, str.ToArray());
+//          } catch (Exception ex) {
+//             bts.Log.Gen.error($"AsyncTCPConnection2.send_async ex: {ex}");
+//             _handle_error(ex);
+//          }
+//       }
+
+//       public void getPeerAddress(out string ip, out int port) {
+//          ip = _peer_address.ip;
+//          port = _peer_address.port;
+//          ///.Net has some problems getting the port, so using
+//          ///native code for that
+//          //sockaddr addr = new sockaddr();
+//          //int namelen = 16;
+//          //getsockname(mySock.Handle, ref addr, ref namelen);
+//          //port = addr.sin_port;
+//       }
+
+//       public RemoteConnectionInfo get_peer_address() {
+//          string ip; int port;
+//          getPeerAddress(out ip, out port);
+//          return new RemoteConnectionInfo(ip, port);
+//       }
+
+//       public RemoteConnectionInfo get_self_address() {
+//          string ip; int port;
+//          getSelfAddress(out ip, out port);
+//          return new RemoteConnectionInfo(ip, port);
+//       }
+
+
+//       public void getSelfAddress(out string ip, out int port) {
+//          ip = _self_address.ip;
+//          port = _self_address.port;
+//       }
+
+//       private async void _send_hb() {
+//          if (_last_hb_sent - DateTime.Now > _hb_period) {
+//             MemoryStream ms = new MemoryStream();
+//             BinaryWriter bw = new BinaryWriter(ms);
+//             bw.Write(_msg_type_hb);
+//             ms.Position = 0;
+//             byte[] hb_msg = ms.ToArray();
+//             await TCPSocketUtils.send_bytes_async(_nw_stream, hb_msg);
+//          }
+//       }
+
+//       public void doWork() {
+//          _send_hb();
+//       }
+
+//       public void Dispose() {
+//          _nw_stream.Close();
+//          _nw_stream.Dispose();
+//          _is_disposed = true;
+//       }
+
+//       public bool isDisposed {
+//          get {
+//             return _is_disposed;
+//          }
+//       }
+
+//    }
+// }

src/DataStreamSuite/PubSub/ManagedTCP/AsyncTCPConnectionAcceptor_APM.cs

@@ -15,6 +15,7 @@ namespace bts {
         private ITCPConnectionHandler _connection_handler;
         private HashSet<string> _key_map = new HashSet<string>();
         public AsyncTCPConnectionAcceptor_APM(int port, ITCPConnectionHandler connection_handler) {
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_APM. cons started on port: {port}");
             _port = port;
             _connection_handler = connection_handler;
         }
@@ -25,7 +26,9 @@ namespace bts {
         }
 
         private void _init() {
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_APM._init started on port: {_port}");
             _accept_socket = new Socket(AddressFamily.InterNetwork, SocketType.Stream, ProtocolType.Tcp);
+            TCPSocketUtils.set_server_socket_options(ref _accept_socket);
             IPEndPoint endpoint = new IPEndPoint(IPAddress.Any, _port);
             _accept_socket.Bind(endpoint);
             _accept_socket.Listen(250);
@@ -33,6 +36,7 @@ namespace bts {
 
         private void _begin_accepting() {
             var accept_key = Guid.NewGuid().ToString();
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_APM._begin_accepting port: {_port} accept_key: {accept_key}");
             var res = _accept_socket.BeginAccept(new AsyncCallback(_on_accept), accept_key);
             if (res != null && res.IsCompleted && res.CompletedSynchronously)
                 _on_accept(res);
@@ -62,11 +66,8 @@ namespace bts {
             _connection_handler.onConnection(newConn);
             // go back to accepting more conns
             _begin_accepting();
-            string ip; int port;
-            newConn.getPeerAddress(out ip, out port);
-            string connMsg = String.Format("Connection to port {2} made from {0}:{1}", ip, port, _port);
-            //         BlueEventLog.logEvent(connMsg, PS3LogLevels.connection);
-            //Console.WriteLine(connMsg);       
+            var peer_rci = newConn.get_peer_address();
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_APM._on_accept peer_rci: {peer_rci}");
         }
 
 

src/DataStreamSuite/PubSub/ManagedTCP/AsyncTCPConnectionAcceptor_AsyncWrapper.cs

@@ -0,0 +1,58 @@
+using System.Net.Sockets;
+using System.Net;
+
+using BCG;
+using System;
+using System.Collections.Generic;
+using System.Threading.Tasks;
+
+
+namespace bts {
+
+   // opens a TCP port and starts listening to connections. Unlike AsyncTCPConnectionAcceptor_APM,
+   // it uses TcpListener, instead of raw sockets.
+   public class AsyncTCPConnectionAcceptor_AsyncWrapper {
+      private readonly int _accept_port;
+      private Socket _accept_socket;
+      private ITCPConnectionHandler _connection_handler;
+      private TcpListener _server;
+      private Action<ITCPConnection> _cbs = (c) => { };
+
+      public AsyncTCPConnectionAcceptor_AsyncWrapper(int accept_port, ITCPConnectionHandler connection_handler) {
+         Log.Gen.info($"AsyncTCPConnectionAcceptor_AsyncWrapper.cons started on port: {accept_port}");
+         _accept_port = accept_port;
+         _connection_handler = connection_handler;
+      }
+
+      public void resgiter_callback(Action<ITCPConnection> cb) {
+         _cbs += cb;
+      }
+
+      public void start() {
+         Log.Gen.info($"AsyncTCPConnectionAcceptor_AsyncWrapper._init started on port: {_accept_port}");
+         _server = new TcpListener(IPAddress.Any, _accept_port);
+         _server.Start();
+         Task.Run(() => _accept_connections_forever());
+      }
+
+      private void _accept_connections_forever() {
+         Log.Gen.info($"AsyncTCPConnectionAcceptor_AsyncWrapper._begin_accepting port: {_accept_port}");
+         while (true) {
+            // this is a blocking call
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_AsyncWrapper._begin_accepting port: {_accept_port} starting blocking call AcceptTcpClient");
+            TcpClient tcp_client = _server.AcceptTcpClient();
+            ITCPConnection conn = _create_connection(tcp_client);
+            Log.Gen.info($"AsyncTCPConnectionAcceptor_AsyncWrapper._begin_accepting port: {_accept_port}, new connection, self: {conn.get_self_address()} peer: {conn.get_peer_address()} calling onConnection now");
+            _connection_handler.onConnection(conn);
+         }
+         //_cbs(conn);
+      }
+
+      private static ITCPConnection _create_connection(TcpClient tcp_client) {
+         ITCPConnection conn = new AsyncTCPConnection_AsyncWrapper(tcp_client);
+         // ITCPConnection conn = new AsyncTCPConnection_APM(tcp_client.GetStream().Socket, TimeSpan.FromSeconds(1), ITCPConnection.ConnectionSide.Client);
+         return conn;
+      }
+   }
+
+}

src/DataStreamSuite/PubSub/ManagedTCP/AsyncTCPConnection_APM.cs

@@ -36,14 +36,17 @@ using System.Linq;
 using Bts.PubSub;
 using Spark.Core;
 
-namespace bts {
-   public class AsyncTCPConnection_APM : ITCPConnection, IWorker, IDisposable {
+namespace bts
+{
+   public class AsyncTCPConnection_APM : ITCPConnection, IWorker, IDisposable
+   {
 
       // this class is used as the argument of the completion function for BeginSend/Receive   
       // serves as the base class for both Send and ReeceiveMessage classes.
       // since both TCP sends and receives happen in multiple transfers, this
       // provides a wrapper around copying the partial transfers into the complete buffer
-      public class AsyncMessageBase {
+      public class AsyncMessageBase
+      {
          readonly string msg_id = Guid.NewGuid().ToString();
          // every BeginSend or BeginReceive has a unique key associated with it
          public int key;
@@ -55,37 +58,45 @@ namespace bts {
          public int transfer_ptr;
          protected int _n_transfers = 0;
          public bool completed_sync = false;
-         public AsyncMessageBase(byte[] the_buffer, int the_offset) {
+         public AsyncMessageBase(byte[] the_buffer, int the_offset)
+         {
             buffer = the_buffer;
             transfer_ptr = the_offset;
          }
-         public int remaining_size {
-            get {
+         public int remaining_size
+         {
+            get
+            {
                return buffer.Length - transfer_ptr;
             }
          }
 
          public int original_size => buffer.Length;
 
-         public void advance_transfer_pointer(int advance_by) {
+         public void advance_transfer_pointer(int advance_by)
+         {
             transfer_ptr += advance_by;
             _n_transfers++;
-            if (transfer_ptr > original_size) {
+            if (transfer_ptr > original_size)
+            {
                bts.Log.Gen.error($"transfer went beyond initial size {ToString()}");
             }
             // TODO: log if it goes past the buffer
          }
 
-         public bool fully_transfered() {
+         public bool fully_transfered()
+         {
             return transfer_ptr >= original_size;
          }
 
-         public override string ToString() {
+         public override string ToString()
+         {
             return $"{GetType().ToString()} msg_id: {msg_id} key: {key} original_length: {original_size} transfer_ptr: {transfer_ptr} n_transfers: {_n_transfers} " +
                    $"fully_transfered: {fully_transfered()} completed_sync: {completed_sync}";
          }
       }
-      public class AsyncSendMessage : AsyncMessageBase {
+      public class AsyncSendMessage : AsyncMessageBase
+      {
          public string message_id;
          public SendConfirmationDelegate on_send_del;
          //private int _n_transfers = 0;
@@ -94,35 +105,43 @@ namespace bts {
             : this(the_buffer, the_offset, String.Empty, null) { }
 
          public AsyncSendMessage(byte[] the_buffer, int the_transfer_ptr, string the_message_id, SendConfirmationDelegate the_on_send_del)
-         : base(the_buffer, the_transfer_ptr) {
+         : base(the_buffer, the_transfer_ptr)
+         {
             message_id = the_message_id;
             on_send_del = the_on_send_del;
          }
-         public override string ToString() {
+         public override string ToString()
+         {
             return base.ToString();
          }
 
       }
 
-      public class AsyncReceiveMessage : AsyncMessageBase {
-         public enum ReadState {
+      public class AsyncReceiveMessage : AsyncMessageBase
+      {
+         public enum ReadState
+         {
             reading_size,
             reading_data
          };
          readonly ReadState read_state;
 
          public AsyncReceiveMessage(int size, ReadState the_read_state) :
-         this(new byte[size], 0, the_read_state) { }
+         this(new byte[size], 0, the_read_state)
+         { }
          public AsyncReceiveMessage(byte[] the_buffer, int the_transfer_ptr, ReadState the_read_state)
-         : base(the_buffer, the_transfer_ptr) {
+         : base(the_buffer, the_transfer_ptr)
+         {
             read_state = the_read_state;
          }
 
-         public int read_int32(int start_idx = 0) {
+         public int read_int32(int start_idx = 0)
+         {
             return BitConverter.ToInt32(buffer, start_idx);
          }
 
-         public byte[] read_bytes(int start_idx) {
+         public byte[] read_bytes(int start_idx)
+         {
             byte[] rv = new byte[buffer.Length - start_idx];
             Array.Copy(buffer, start_idx, rv, 0, rv.Length);
             return rv;
@@ -131,16 +150,19 @@ namespace bts {
          public bool is_reading_size() => read_state == ReadState.reading_size;
       }
 
-      public class ErrorMessage {
+      public class ErrorMessage
+      {
          public readonly SocketError? socket_error = null;
          public readonly Exception exception = null;
          public readonly bool is_exception = false;
          public readonly string context = String.Empty;
-         public ErrorMessage(SocketError socket_error_, string context_) {
+         public ErrorMessage(SocketError socket_error_, string context_)
+         {
             socket_error = socket_error_;
             context = context_;
          }
-         public ErrorMessage(Exception exception_, string context_) {
+         public ErrorMessage(Exception exception_, string context_)
+         {
             is_exception = true;
             exception = exception_;
             context = context_;
@@ -148,46 +170,20 @@ namespace bts {
 
          public bool oom => exception != null && exception is OutOfMemoryException;
 
-         public override string ToString() {
+         public override string ToString()
+         {
             if (is_exception)
                return $"ErrorMessage exception: {exception} context: {context}";
             return $"socket_error: {socket_error} context: {context}";
          }
-
-
       }
 
-      #region work around for .Net socket's LocalEndPoint bug
-
-      // [StructLayout(LayoutKind.Sequential)]
-      // private struct in_addr {
-      //    [MarshalAs(UnmanagedType.ByValArray, SizeConst = 4)]
-      //    public byte[] sin_addr;
-      // }
-
-      // [StructLayout(LayoutKind.Sequential)]
-      // private struct sockaddr {
-      //    public short sin_family;
-      //    public ushort sin_port;
-      //    public in_addr sin_addr;
-      //    [MarshalAs(UnmanagedType.ByValArray, SizeConst = 8)]
-      //    public byte[] sin_zero;
-      // }
-
-      // [DllImport("wsock32.dll")]
-      // private static extern int getsockname(IntPtr s, ref sockaddr name, ref int namelen);
-
-      // [DllImport("wsock32.dll")]
-      // private static extern int getpeername(IntPtr s, ref sockaddr name, ref int namelen);
-
-      #endregion
-
       private const int DATA_MSG_SIGNAL = 0;
       private const int HB_MSG_SIGNAL = 1;
       private int _send_key = 0, _receive_key = 0;
       private HashSet<int> _read_key_map = new HashSet<int>(),
       _send_key_map = new HashSet<int>();
-      private readonly int _max_msg_size = PubSubConfig.Instance.MaxPacketSize.assert_value();
+      private readonly int _max_msg_size = Int32.MaxValue;// PubSubConfig.Instance.MaxPacketSize.assert_value();
       private readonly RemoteConnectionInfo _peer_conn_info, _self_conn_info;
       private readonly ITCPConnection.ConnectionSide _connection_side;
       private readonly Socket _sock;
@@ -201,38 +197,69 @@ namespace bts {
       private bool _hb_received_yet = false, _data_received_yet = false, _hb_sent_once = false;
       private DateTime _last_hb_received_time = new DateTime(1900, 1, 1);
 
-      public AsyncTCPConnection_APM(Socket sock, TimeSpan hb_period, ITCPConnection.ConnectionSide connection_side) {
+      public AsyncTCPConnection_APM(Socket sock, TimeSpan hb_period, ITCPConnection.ConnectionSide connection_side)
+      {
          _sock = sock;
          _hb_period = hb_period;
          _connection_side = connection_side;
          _sock.SetSocketOption(SocketOptionLevel.Socket, SocketOptionName.DontRoute, true);
-         string ip;
-         int port;
-         getPeerAddress(out ip, out port);
-         _peer_conn_info = new RemoteConnectionInfo(ip, port);
-         getSelfAddress(out ip, out port);
-         _self_conn_info = new RemoteConnectionInfo(ip, port);
+         #region testing options
+         switch (connection_side)
+         {
+            case ITCPConnection.ConnectionSide.Server:
+               TCPSocketUtils.set_server_socket_options(ref _sock);
+               break;
+            case ITCPConnection.ConnectionSide.Client:
+               TCPSocketUtils.set_client_socket_options(ref _sock);
+               break;
+         }
+         #endregion
+         _peer_conn_info = get_peer_address();
+         _self_conn_info = get_self_address();
          bts.Log.Gen.info($"AsyncTCPConnection_APM created {ToString()}");
+         _detect_connection_status_change();
       }
 
-      public override string ToString() {
+      private void _detect_connection_status_change()
+      {
+         Action testing_func = () =>
+         {
+            bool connected = _sock.Connected;
+            while (true)
+            {
+               if (connected != _sock.Connected)
+                  Log.Gen.error($"Connection status changed this: {ToString()} {connected} -> {_sock.Connected}");
+               connected = _sock.Connected;
+               System.Threading.Thread.Sleep(50);
+            }
+         };
+         ThreadPool.QueueUserWorkItem(_ => testing_func());
+      }
+
+      public override string ToString()
+      {
          return $"AsyncTCPConnection_APM side: {_connection_side} peer: {_peer_conn_info}, self: {_self_conn_info}";
       }
 
       #region ITCPConnection Members
 
-      public void sendWithConfirmation(byte[] data, ref string conf_id, SendConfirmationDelegate del) {
+      public void sendWithConfirmation(byte[] data, ref string conf_id, SendConfirmationDelegate del)
+      {
          conf_id = Guid.NewGuid().ToString();
          byte[] msg = _build_data_message(data);
          _begin_or_resume_sending(new AsyncSendMessage(msg, 0, conf_id, del));
       }
 
-      public void send(byte[] data) {
+      public void send(byte[] data)
+      {
+         //Log.Gen.info($"AsyncTCPConnection_APM.send data: {AsyncTCPConnection_AsyncWrapper.to_hex(data, 0, data.Length)}");
          byte[] msg = _build_data_message(data);
+         //Log.Gen.info($"AsyncTCPConnection_APM.send msg: {AsyncTCPConnection_AsyncWrapper.to_hex(msg, 0, msg.Length)}");
          _begin_or_resume_sending(new AsyncSendMessage(msg, 0));
       }
 
-      public void register(ITCPMessageHandler messageHandler) {
+      public void register(ITCPMessageHandler messageHandler)
+      {
          bts.Log.assert_d(_message_handler == null, "Message Handler is already assigned");
          //bts.Log.Gen.info($"AsyncTCPConnection_APM for peer = {_peer_conn_info} being registered");
          _message_handler = messageHandler;
@@ -241,27 +268,18 @@ namespace bts {
          _read_next_msg();
       }
 
-      public void getPeerAddress(out string ip, out int port) {
-         ip = "";
-         port = 0;
-         if (_is_alive) {
-            IPEndPoint ipEp = _sock.RemoteEndPoint as IPEndPoint;
-            port = ipEp.Port;
-            ip = ipEp.Address.ToString();
-         }
+      public RemoteConnectionInfo get_peer_address()
+      {
+         return TCPSocketUtils.get_peer_address(_sock);
       }
 
-      public void getSelfAddress(out string ip, out int port) {
-         ip = "";
-         port = 0;
-         if (_is_alive) {
-            IPEndPoint ipEp = _sock.LocalEndPoint as IPEndPoint;
-            ip = ipEp.Address.ToString();
-            port = ipEp.Port;
-         }
+      public RemoteConnectionInfo get_self_address()
+      {
+         return TCPSocketUtils.get_peer_address(_sock);
       }
 
-      public bool isDisposed {
+      public bool isDisposed
+      {
          get { return !_is_alive; }
       }
 
@@ -270,12 +288,14 @@ namespace bts {
       #region IWorker Members
 
       bool _last_connected = false;
-      public void doWork() {
+      public void doWork()
+      {
          if (!_is_alive)
             return;
          return;
          // disable hbs for now
-         if (!_hb_sent_once) {
+         if (!_hb_sent_once)
+         {
             bts.Log.Gen.info("Sending heartbeat to peer {_peer_conn_info} for the first time");
             _hb_sent_once = true;
          }
@@ -283,12 +303,14 @@ namespace bts {
          _begin_or_resume_sending(new AsyncSendMessage(msg, 0));
       }
 
-      private static int _tid() {
+      private static int _tid()
+      {
          var tid = System.Threading.Thread.CurrentThread.ManagedThreadId;
          return tid;
       }
 
-      private static string _cb_txt(IAsyncResult res) {
+      private static string _cb_txt(IAsyncResult res)
+      {
          return $"completed?: {res.IsCompleted} sync?: {res.CompletedSynchronously}";
       }
 
@@ -296,10 +318,13 @@ namespace bts {
 
       #region sending data
 
-      private void _begin_or_resume_sending(AsyncSendMessage message) {
+      private void _begin_or_resume_sending(AsyncSendMessage message)
+      {
          //bts.Log.Gen.info($"AsyncTCPConnection_APM._begin_or_resume_sending this: {ToString()} tid: {_tid()} message: {message} _is_alive: {_is_alive}");
-         if (_is_alive) {
-            try {
+         if (_is_alive)
+         {
+            try
+            {
                SocketError begin_send_err;
                // since we get message on on_send we dont need to keep the state around
                message.key = _send_key++;
@@ -307,35 +332,45 @@ namespace bts {
                                  out begin_send_err, new AsyncCallback(BeginSend_callback_function), message);
                if (begin_send_err != SocketError.Success)
                   _handle_error(new ErrorMessage(begin_send_err, "_begin_or_resume_sending"));
-            } catch (Exception ex) {
+            }
+            catch (Exception ex)
+            {
                _handle_error(new ErrorMessage(ex, "_begin_or_resume_sending"));
             }
          }
       }
 
-      private void BeginSend_callback_function(IAsyncResult res) {
-         if (res.CompletedSynchronously) {
+      private void BeginSend_callback_function(IAsyncResult res)
+      {
+         if (res.CompletedSynchronously)
+         {
             ThreadPool.QueueUserWorkItem(_ => _on_send_async(res));
-         } else
+         }
+         else
             _on_send_async(res);
       }
 
-      private void _on_send_async(IAsyncResult res) {
+      private void _on_send_async(IAsyncResult res)
+      {
          AsyncSendMessage message = res.AsyncState as AsyncSendMessage;
-         if (_send_key_map.Contains(message.key)) {
+         if (_send_key_map.Contains(message.key))
+         {
             bts.Log.Gen.warn($"AsyncTCPConnection_APM._on_send key: {message.key} already handled");
             return;
          }
          _send_key_map.Add(message.key);
          // bts.Log.Gen.info($"AsyncTCPConnection_APM._on_send: pre endSend this: {ToString()} tid: {_tid()} " +
          //                         $"res: {_cb_txt(res)} message: {res.AsyncState} _is_alive: {_is_alive}");
-         if (_is_alive) {
-            try {
+         if (_is_alive)
+         {
+            try
+            {
                SocketError send_err;
                int bytes_sent = _sock.EndSend(res, out send_err);
                //message.offset += bytesSent;
                message.advance_transfer_pointer(bytes_sent);
-               if (bytes_sent == 0) {
+               if (bytes_sent == 0)
+               {
                   bts.Log.Gen.error($"AsyncTCPConnection_APM._on_send this: {this} sent 0 bytes, throwing exception");
                   _handle_error(new ErrorMessage(new ApplicationException("Sent 0 bytes, peer socket is likely shutdown"),
                         "_on_send"));
@@ -343,22 +378,31 @@ namespace bts {
                }
                bts.Log.Gen.info($"AsyncTCPConnection_APM._on_send: post endSend this: {ToString()} tid: {_tid()} res: {_cb_txt(res)} " +
                $"message: {res.AsyncState} bytes_sent: {bytes_sent} _is_alive: {_is_alive} send_err: {send_err}");
-               if (send_err == SocketError.Success) {
+               if (send_err == SocketError.Success)
+               {
                   // successful send of some bytes
                   //if (message.offset == message.buffer.Length) {
-                  if (message.fully_transfered()) {
+                  if (message.fully_transfered())
+                  {
                      // fully sent, if confirmation needs to be sent out                     
-                     if (!String.IsNullOrEmpty(message.message_id)) {
+                     if (!String.IsNullOrEmpty(message.message_id))
+                     {
                         message.on_send_del(message.message_id, true);
                      }
-                  } else {
+                  }
+                  else
+                  {
                      // there is more to send
                      _begin_or_resume_sending(message);
                   }
-               } else {
+               }
+               else
+               {
                   _handle_error(new ErrorMessage(send_err, "_on_send"));
                }
-            } catch (Exception ex) {
+            }
+            catch (Exception ex)
+            {
                _handle_error(new ErrorMessage(ex, "_on_send"));
             }
          }
@@ -369,8 +413,10 @@ namespace bts {
       /// future references
       /// </summary>
       /// <returns></returns>
-      private byte[] _build_hb_message() {
-         if (_cached_hb_message == null) {
+      private byte[] _build_hb_message()
+      {
+         if (_cached_hb_message == null)
+         {
             BinaryWriter bw = new BinaryWriter(new MemoryStream());
             // the total msg =[msg_sz, msg_type] 
             int msg_sz = 4;
@@ -382,45 +428,54 @@ namespace bts {
       }
 
       // writes size prefixed msg
-      private byte[] _build_data_message(byte[] data) {
+      private byte[] _build_data_message(byte[] data)
+      {
          // TODO, avoid unecessary memory creation (write directly into byte[] using BitConverter)
-         BinaryWriter bw = new BinaryWriter(new MemoryStream());
+         MemoryStream str = new MemoryStream();
+         BinaryWriter bw = new BinaryWriter(str);
          // the total msg =[msg_sz, msg_type, data] 
-         var msg_sz = data.Length + 4;
+         Int32 msg_sz = data.Length + 4;
          bw.Write(msg_sz); // +4 for the type of msg
-         // to indicate data vs hb
+                           // to indicate data vs hb
          bw.Write(DATA_MSG_SIGNAL); // for data
-         // if we want to id every message, this is the place to do it
+                                    // if we want to id every message, this is the place to do it
          bw.Write(data);
-         return (bw.BaseStream as MemoryStream).ToArray();
+         str.Position = 0; //not needed really
+         return str.ToArray();
       }
 
       #endregion
 
       #region receiving data
 
-      private void _read_next_msg() {
+      private void _read_next_msg()
+      {
          _read_size();
       }
 
-      private void _read_size() {
+      private void _read_size()
+      {
          _begin_or_resume_reading(new AsyncReceiveMessage(4, AsyncReceiveMessage.ReadState.reading_size));
       }
 
-      private void _read_data(int data_size) {
+      private void _read_data(int data_size)
+      {
          // TODO, this could be a problem is the size is too big - maybe read it in chunks (later)
          _begin_or_resume_reading(new AsyncReceiveMessage(data_size, AsyncReceiveMessage.ReadState.reading_data));
       }
 
-      private static string IAsyncResult_txt(IAsyncResult res) {
+      private static string IAsyncResult_txt(IAsyncResult res)
+      {
          return $"IsCompleted: {res.IsCompleted} CompletedSynchronously: {res.CompletedSynchronously}";
       }
 
-      private void _begin_or_resume_reading(AsyncReceiveMessage rcv_msg) {
+      private void _begin_or_resume_reading(AsyncReceiveMessage rcv_msg)
+      {
          //bts.Log.Gen.info($"AsyncTCPConnection_APM._begin_or_resume_reading: this: {ToString()} tid: {_tid()} message: {rcv_msg} _is_alive: {_is_alive}");
          if (!_is_alive)
             return;
-         try {
+         try
+         {
             SocketError read_sock_err;
             rcv_msg.key = _receive_key++;
             var res = _sock.BeginReceive(rcv_msg.buffer, rcv_msg.transfer_ptr,
@@ -428,64 +483,94 @@ namespace bts {
                                  SocketFlags.None, out read_sock_err,
                                  new AsyncCallback(BeginReceive_callback_function),
                                  rcv_msg);
-            if (read_sock_err != SocketError.Success) {
+            if (read_sock_err != SocketError.Success)
+            {
                bts.Log.Gen.error($"_begin_or_resume_reading this: {this} error: {read_sock_err} rcv_msg: {rcv_msg}");
                _handle_error(new ErrorMessage(read_sock_err, "_beging_or_resume_reading"));
             }
-         } catch (Exception ex) {
+         }
+         catch (Exception ex)
+         {
             _handle_error(new ErrorMessage(ex, "_beging_or_resume_reading"));
          }
       }
 
+      private void _log_incoming_msg(IAsyncResult res)
+      {
+         // AsyncReceiveMessage rcv_message = res.AsyncState as AsyncReceiveMessage;
+         // var buff_txt = AsyncTCPConnection_AsyncWrapper.to_hex(rcv_message.buffer, 0, rcv_message.buffer.Length);
+         // Log.Gen.info($"BeginReceive_callback_function _log_incoming_msg buff: {buff_txt}");
+
+      }
+
       // this is the function passed to BeginReceive, we 
-      private void BeginReceive_callback_function(IAsyncResult res) {
-         if (res.CompletedSynchronously) {
+      private void BeginReceive_callback_function(IAsyncResult res)
+      {
+         _log_incoming_msg(res);
+         if (res.CompletedSynchronously)
+         {
             ThreadPool.QueueUserWorkItem(_ => _on_read_async(res));
-         } else
+         }
+         else
             _on_read_async(res);
       }
 
       // this will always be called on the non main-thread. the reason this is on its own thread is that this function ends up
       // calling _begin_or_resume_reading, which in tuns calls _on_read_async. So to not cause a stack overflow, this is broken
       // always called on a different thread than _begin_or_resume_reading
-      private void _on_read_async(IAsyncResult res) {
+      private void _on_read_async(IAsyncResult res)
+      {
          AsyncReceiveMessage rcv_message = res.AsyncState as AsyncReceiveMessage;
-         if (_read_key_map.Contains(rcv_message.key)) {
+         if (_read_key_map.Contains(rcv_message.key))
+         {
             bts.Log.Gen.warn($"AsyncTCPConnection_APM._on_read key: {rcv_message.key} already handled");
             return;
          }
          _read_key_map.Add(rcv_message.key);
          if (!_is_alive)
             return;
-         try {
+         try
+         {
             SocketError read_err;
             Log.Gen.info($"AsyncTCPConnection_APM._on_read pre-EndReceive rcv_message: {rcv_message} res: {IAsyncResult_txt(res)}");
             int bytes_read = _sock.EndReceive(res, out read_err);
             rcv_message.advance_transfer_pointer(bytes_read);
             Log.Gen.info($"AsyncTCPConnection_APM._on_read post-EndReceive rcv_message: {rcv_message} res: {IAsyncResult_txt(res)} bytes_read: {bytes_read}");
-            if (bytes_read == 0) {
+            if (bytes_read == 0)
+            {
                bts.Log.Gen.error($"AsyncTCPConnection_APM._on_read this: {this} read 0 bytes, throwing exception");
+               //bts.Log.Gen.error($"AsyncTCPConnection_APM._on_read this: {this} read 0 bytes, sleeping and ignoring");
+               //System.Threading.Thread.Sleep(50);
                _handle_error(new ErrorMessage(new ApplicationException("Read 0 bytes, peer socket is likely shutdown"), "_on_read"));
                return;
             }
             //return;
-            if (read_err == SocketError.Success) {
-               if (rcv_message.fully_transfered()) {
-                  if (rcv_message.is_reading_size()) {
+            if (read_err == SocketError.Success)
+            {
+               if (rcv_message.fully_transfered())
+               {
+                  if (rcv_message.is_reading_size())
+                  {
                      var msg_size = _on_read_size_completely(rcv_message);
-                     if (msg_size != null && msg_size.HasValue) {
+                     if (msg_size != null && msg_size.HasValue)
+                     {
                         _read_data(msg_size.Value);
                      }
                      return;
-                  } else {
+                  }
+                  else
+                  {
                      // data is read
                      int msg_type = rcv_message.read_int32();
                      bts.Log.assert(msg_type == HB_MSG_SIGNAL || msg_type == DATA_MSG_SIGNAL);
-                     if (msg_type == DATA_MSG_SIGNAL) {
+                     if (msg_type == DATA_MSG_SIGNAL)
+                     {
                         _on_read_data_completely(rcv_message);
                         _read_next_msg();
                         return;
-                     } else if (msg_type == HB_MSG_SIGNAL) {
+                     }
+                     else if (msg_type == HB_MSG_SIGNAL)
+                     {
                         _on_read_hb_completely(rcv_message);
                         _read_next_msg();
                         return;
@@ -493,43 +578,57 @@ namespace bts {
                      // go back to reading size for a new message
                      //_read_size();
                   }
-               } else {
+               }
+               else
+               {
                   // msg has not been fully rd, we have already advanced the transfer ptr
                   _begin_or_resume_reading(rcv_msg: rcv_message);
                }
-            } else {
-               _handle_error(new ErrorMessage(read_err, "_on_read"));
             }
-         } catch (Exception ex) {
-            _handle_error(new ErrorMessage(ex, "_on_read"));
+            else
+            {
+               _handle_error(new ErrorMessage(read_err, "_on_read_async"));
+            }
+         }
+         catch (Exception ex)
+         {
+            _handle_error(new ErrorMessage(ex, "_on_read_async"));
          }
       }
 
       #endregion
 
-      private int? _on_read_size_completely(AsyncReceiveMessage msg) {
+      private int? _on_read_size_completely(AsyncReceiveMessage msg)
+      {
          bts.Log.assert(msg.is_reading_size());
          bts.Log.assert(msg.fully_transfered());
          bts.Log.assert(msg.original_size == 4);
          var msg_sz = msg.read_int32();
+         //var buff_txt = AsyncTCPConnection_AsyncWrapper.to_hex(msg.buffer, 0, msg.buffer.Length);
+         //bts.Log.Gen.info($"AsyncTCPConnection_APM._on_read_size_completely buff: {buff_txt}");
          bts.Log.Gen.info($"AsyncTCPConnection_APM._on_read_size_completely msg: {msg} msg_sz: {msg_sz}");
-         if (msg_sz > _max_msg_size) {
+         if (msg_sz < 0 || msg_sz > _max_msg_size)
+         {
             string err_msg = $"Encountered malformed message, prefixed_size: {msg_sz}";
-            _handle_error(new ErrorMessage(new ApplicationException(err_msg), "_on_read"));
+            _handle_error(new ErrorMessage(new ApplicationException(err_msg), "_on_read_size_completely"));
             return null;
-         } else {
+         }
+         else
+         {
             // sz is determined, now we read that many bytes
             //_read_data(msg_sz);
             return msg_sz;
          }
       }
 
-      private void _on_read_hb_completely(AsyncReceiveMessage msg) {
+      private void _on_read_hb_completely(AsyncReceiveMessage msg)
+      {
          bts.Log.assert(!msg.is_reading_size());
          bts.Log.assert(msg.fully_transfered());
          bts.Log.assert(msg.original_size == 4);
          bts.Log.assert(msg.read_int32(0) == HB_MSG_SIGNAL);
-         if (!_hb_received_yet) {
+         if (!_hb_received_yet)
+         {
             _hb_received_yet = true;
             //bts.Log.Gen.info($"AsyncTCPConnection_APM HB received for the first time from peer {_peer_conn_info}");
          }
@@ -537,7 +636,8 @@ namespace bts {
          _message_handler.onData(new RemoteMessage(null, RemoteMessageType.Heartbeat, _peer_conn_info));
       }
 
-      private void _on_read_data_completely(AsyncReceiveMessage msg) {
+      private void _on_read_data_completely(AsyncReceiveMessage msg)
+      {
          bts.Log.assert(!msg.is_reading_size());
          bts.Log.assert(msg.fully_transfered());
          var type = msg.read_int32(0);
@@ -546,7 +646,8 @@ namespace bts {
          byte[] data = msg.read_bytes(4);
          ///callbacks can be made through thread pool to avoid this
          ///thread from being blocked, by this callback
-         if (!_data_received_yet) {
+         if (!_data_received_yet)
+         {
             _data_received_yet = true;
             //bts.Log.Gen.info($"AsyncTCPConnection_APM data received for the first time from peer {_peer_conn_info}");
          }
@@ -556,16 +657,24 @@ namespace bts {
 
       #region IDisposable Members
 
-      public void Dispose() {
+      public void Dispose()
+      {
          // socket is closed and disposed here
-         lock (this) {
-            if (_is_alive) {
+         lock (this)
+         {
+            bts.Log.Gen.info($"AsyncTCPConnection_APM.Dispose this: {this} Dispose called _dipose_impetus: {_dipose_impetus}");
+            if (_is_alive)
+            {
                _master_worker.removeWorker(this);
                _is_alive = false;
-               bts.Log.Gen.info($"AsycnTCPConnection.Dispose this: {this} being disposed, last HB was received at {_last_hb_received_time}");
-               try {
+               bts.Log.Gen.info($"AsyncTCPConnection_APM.Dispose this: {this} being disposed, last HB was received at {_last_hb_received_time}");
+               try
+               {
+                  bts.Log.Gen.info($"AsyncTCPConnection_APM.Dispose this: {this} shutting down socket now");
                   _sock.Shutdown(SocketShutdown.Both);
-               } catch (Exception ex) {
+               }
+               catch (Exception ex)
+               {
                   String.Format("AsyncTCPConnection_APM.Dispose exception: {ex} thrown when closing socket");
                   if (ex is OutOfMemoryException)
                      throw ex;
@@ -577,11 +686,15 @@ namespace bts {
 
       #endregion
 
-      private void _handle_error(ErrorMessage err_msg) {
-         lock (this) {
-            Log.Gen.info($"AsyncTCPConnection_APM._handle_error this: {this} error_msg: {err_msg}");
+      private string _dipose_impetus = String.Empty;
+      private void _handle_error(ErrorMessage err_msg)
+      {
+         lock (this)
+         {
+            Log.Gen.error($"AsyncTCPConnection_APM._handle_error this: {this} error_msg: {err_msg}");
             if (err_msg.oom)
                throw err_msg.exception;
+            _dipose_impetus = $"AsyncTCPConnection_APM._handle_error this: {this} error_msg: {err_msg}";
             Dispose();
          }
       }