Merge branch 'L2SS-239-Add_waveform_CP/MP_to_SDP_device' into 'master'

Resolve L2SS-239 "Add waveform cp/mp to sdp device" Closes L2SS-239 See merge request !102

Merge branch 'L2SS-239-Add_waveform_CP/MP_to_SDP_device' into 'master'
678355ed · Jan David Mol · 439cab71 · 7dc27c48 · 678355ed · 678355ed
Commit 678355ed authored Aug 26, 2021 by Jan David Mol
--- a/devices/devices/sdp/sdp.py
+++ b/devices/devices/sdp/sdp.py
@@ -103,7 +103,7 @@ class SDP(hardware_device):
    FPGA_wg_frequency_R = attribute_wrapper(comms_annotation=["2:FPGA_wg_frequency_R"], datatype=numpy.float_, dims=(12, 16))
    FPGA_wg_frequency_RW = attribute_wrapper(comms_annotation=["2:FPGA_wg_frequency_RW"], datatype=numpy.float_, dims=(12, 16), access=AttrWriteType.READ_WRITE)
    FPGA_wg_phase_R = attribute_wrapper(comms_annotation=["2:FPGA_wg_phase_R"], datatype=numpy.float_, dims=(12, 16))
-    FPGA_wg_phase_RW = attribute_wrapper(comms_annotation=["2:FPGA_wg_phase_R"], datatype=numpy.float_, dims=(12, 16), access=AttrWriteType.READ_WRITE)
+    FPGA_wg_phase_RW = attribute_wrapper(comms_annotation=["2:FPGA_wg_phase_RW"], datatype=numpy.float_, dims=(12, 16), access=AttrWriteType.READ_WRITE)
    TR_fpga_mask_R = attribute_wrapper(comms_annotation=["2:TR_fpga_mask_R"], datatype=numpy.bool_, dims=(16,))
    TR_fpga_mask_RW = attribute_wrapper(comms_annotation=["2:TR_fpga_mask_RW"], datatype=numpy.bool_, dims=(16,), access=AttrWriteType.READ_WRITE)
    TR_fpga_communication_error_R = attribute_wrapper(comms_annotation=["2:TR_fpga_communication_error_R"], datatype=numpy.bool_, dims=(16,))

--- a/jupyter-notebooks/SDP_notebook.ipynb
+++ b/jupyter-notebooks/SDP_notebook.ipynb
@@ -2,7 +2,7 @@
 "cells": [
  {
   "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 1,
   "id": "waiting-chance",
   "metadata": {},
   "outputs": [],
@@ -12,7 +12,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 2,
   "id": "moving-alexandria",
   "metadata": {},
   "outputs": [],
@@ -22,22 +22,32 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
   "id": "ranking-aluminum",
-   "metadata": {},
+   "metadata": {
+    "scrolled": false
+   },
   "outputs": [
    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "warning, expected device to be in on state, is:  FAULT\n"
+     "ename": "ConnectionFailed",
+     "evalue": "DevFailed[\nDevError[\n    desc = TRANSIENT CORBA system exception: TRANSIENT_NoUsableProfile\n  origin = Connection::connect\n  reason = API_CorbaException\nseverity = ERR]\n\nDevError[\n    desc = Failed to connect to device lts/sdp/1\n  origin = Connection::connect\n  reason = API_CantConnectToDevice\nseverity = ERR]\n]",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mConnectionFailed\u001b[0m                          Traceback (most recent call last)",
+      "\u001b[0;32m/tmp/ipykernel_21/3603531217.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mstate\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"OFF\"\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mstate\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"FAULT\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minitialise\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mgreener\u001b[0;34m(obj, *args, **kwargs)\u001b[0m\n\u001b[1;32m    193\u001b[0m             \u001b[0mgreen_mode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0maccess\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'green_mode'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    194\u001b[0m             \u001b[0mexecutor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_object_executor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgreen_mode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 195\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mexecutor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwait\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwait\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    196\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    197\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mgreener\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fn, args, kwargs, wait, timeout)\u001b[0m\n\u001b[1;32m    107\u001b[0m         \u001b[0;31m# Sychronous (no delegation)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masynchronous\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0min_executor_context\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 109\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    110\u001b[0m         \u001b[0;31m# Asynchronous delegation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    111\u001b[0m         \u001b[0maccessor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdelegate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__DeviceProxy__state\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   1558\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mdev_st\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mDevState\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mON\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0;34m...\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1559\u001b[0m     \"\"\"\n\u001b[0;32m-> 1560\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_state\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1561\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1562\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mConnectionFailed\u001b[0m: DevFailed[\nDevError[\n    desc = TRANSIENT CORBA system exception: TRANSIENT_NoUsableProfile\n  origin = Connection::connect\n  reason = API_CorbaException\nseverity = ERR]\n\nDevError[\n    desc = Failed to connect to device lts/sdp/1\n  origin = Connection::connect\n  reason = API_CantConnectToDevice\nseverity = ERR]\n]"
     ]
    }
   ],
   "source": [
    "state = str(d.state())\n",
    "\n",
-    "if state == \"OFF\":\n",
+    "\n",
+    "if state == \"OFF\" or state == \"FAULT\":\n",
    "    d.initialise()\n",
    "    time.sleep(1)\n",
    "state = str(d.state())\n",
@@ -52,10 +62,28 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
   "id": "transsexual-battle",
   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "DevFailed",
+     "evalue": "DevFailed[\nDevError[\n    desc = Read value for attribute FPGA_mask_RW has not been updated\n  origin = Device_3Impl::read_attributes_no_except\n  reason = API_AttrValueNotSet\nseverity = ERR]\n\nDevError[\n    desc = Failed to read_attribute on device lts/sdp/1, attribute FPGA_mask_RW\n  origin = DeviceProxy::read_attribute()\n  reason = API_AttributeFailed\nseverity = ERR]\n]",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mDevFailed\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m/tmp/ipykernel_22/2885399456.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m values = [\n\u001b[0;32m----> 2\u001b[0;31m     \u001b[0;34m[\u001b[0m\u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFPGA_mask_RW\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"FPGA_mask_RW\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m     \u001b[0;34m[\u001b[0m\u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFPGA_scrap_R\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"FPGA_scrap_R\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m     \u001b[0;34m[\u001b[0m\u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFPGA_scrap_RW\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"FPGA_scrap_RW\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0;34m[\u001b[0m\u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFPGA_status_R\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"FPGA_status_R\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__DeviceProxy__getattr\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m    319\u001b[0m     \u001b[0mattr_info\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__get_attr_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_l\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    320\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 321\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0m__get_attribute_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    322\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    323\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mname_l\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__get_pipe_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__get_attribute_value\u001b[0;34m(self, attr_info, name)\u001b[0m\n\u001b[1;32m    281\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__get_attribute_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    282\u001b[0m     \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0menum_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 283\u001b[0;31m     \u001b[0mattr_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    284\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0menum_class\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    285\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0menum_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mattr_value\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mgreener\u001b[0;34m(obj, *args, **kwargs)\u001b[0m\n\u001b[1;32m    193\u001b[0m             \u001b[0mgreen_mode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0maccess\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'green_mode'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    194\u001b[0m             \u001b[0mexecutor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_object_executor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgreen_mode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 195\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mexecutor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwait\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwait\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    196\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    197\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mgreener\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fn, args, kwargs, wait, timeout)\u001b[0m\n\u001b[1;32m    107\u001b[0m         \u001b[0;31m# Sychronous (no delegation)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masynchronous\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0min_executor_context\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 109\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    110\u001b[0m         \u001b[0;31m# Asynchronous delegation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    111\u001b[0m         \u001b[0maccessor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdelegate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__DeviceProxy__read_attribute\u001b[0;34m(self, value, extract_as)\u001b[0m\n\u001b[1;32m    439\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    440\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__DeviceProxy__read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextract_as\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mExtractAs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNumpy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 441\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m__check_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextract_as\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    442\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    443\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__check_read_attribute\u001b[0;34m(dev_attr)\u001b[0m\n\u001b[1;32m    155\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__check_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdev_attr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    156\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mdev_attr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhas_failed\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mDevFailed\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mdev_attr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_err_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    158\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mdev_attr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    159\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mDevFailed\u001b[0m: DevFailed[\nDevError[\n    desc = Read value for attribute FPGA_mask_RW has not been updated\n  origin = Device_3Impl::read_attributes_no_except\n  reason = API_AttrValueNotSet\nseverity = ERR]\n\nDevError[\n    desc = Failed to read_attribute on device lts/sdp/1, attribute FPGA_mask_RW\n  origin = DeviceProxy::read_attribute()\n  reason = API_AttributeFailed\nseverity = ERR]\n]"
+     ]
+    }
+   ],
   "source": [
    "values = [\n",
    "    [d.FPGA_mask_RW, \"FPGA_mask_RW\"],\n",
@@ -78,33 +106,201 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 5,
-   "id": "eligible-times",
+   "execution_count": 9,
+   "id": "7accae6a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "attr_names = d.get_attribute_list()\n",
+    "\n",
+    "\n",
+    "for i in attr_names:\n",
+    "    exec(\"value = print(i, d.{})\".format(i))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "b88868c5",
   "metadata": {},
   "outputs": [
    {
-     "ename": "DevFailed",
-     "evalue": "DevFailed[\nDevError[\n    desc = TypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)\n           \n  origin = Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/tango/server.py\", line 138, in read_attr\n    set_complex_value(attr, ret)\n  File \"/usr/local/lib/python3.7/dist-packages/tango/server.py\", line 115, in set_complex_value\n    attr.set_value(value)\nTypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)\n\n  reason = PyDs_PythonError\nseverity = ERR]\n\nDevError[\n    desc = Failed to read_attribute on device lts/sdp/1, attribute TR_tod_R\n  origin = DeviceProxy::read_attribute()\n  reason = API_AttributeFailed\nseverity = ERR]\n]",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mDevFailed\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-5-e44d5c52394a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0md\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTR_tod_R\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__DeviceProxy__getattr\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m    319\u001b[0m     \u001b[0mattr_info\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__get_attr_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_l\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    320\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 321\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0m__get_attribute_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    322\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    323\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mname_l\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__get_pipe_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__get_attribute_value\u001b[0;34m(self, attr_info, name)\u001b[0m\n\u001b[1;32m    281\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__get_attribute_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    282\u001b[0m     \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0menum_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mattr_info\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 283\u001b[0;31m     \u001b[0mattr_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    284\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0menum_class\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    285\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0menum_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mattr_value\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mgreener\u001b[0;34m(obj, *args, **kwargs)\u001b[0m\n\u001b[1;32m    193\u001b[0m             \u001b[0mgreen_mode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0maccess\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'green_mode'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    194\u001b[0m             \u001b[0mexecutor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_object_executor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgreen_mode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 195\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mexecutor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwait\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwait\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    196\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    197\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mgreener\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/green.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fn, args, kwargs, wait, timeout)\u001b[0m\n\u001b[1;32m    107\u001b[0m         \u001b[0;31m# Sychronous (no delegation)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masynchronous\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0min_executor_context\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 109\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    110\u001b[0m         \u001b[0;31m# Asynchronous delegation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    111\u001b[0m         \u001b[0maccessor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdelegate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__DeviceProxy__read_attribute\u001b[0;34m(self, value, extract_as)\u001b[0m\n\u001b[1;32m    439\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    440\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__DeviceProxy__read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextract_as\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mExtractAs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNumpy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 441\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m__check_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextract_as\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    442\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    443\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tango/device_proxy.py\u001b[0m in \u001b[0;36m__check_read_attribute\u001b[0;34m(dev_attr)\u001b[0m\n\u001b[1;32m    155\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__check_read_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdev_attr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    156\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mdev_attr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhas_failed\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mDevFailed\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mdev_attr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_err_stack\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    158\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mdev_attr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    159\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mDevFailed\u001b[0m: DevFailed[\nDevError[\n    desc = TypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)\n           \n  origin = Traceback (most recent call last):\n  File \"/usr/local/lib/python3.7/dist-packages/tango/server.py\", line 138, in read_attr\n    set_complex_value(attr, ret)\n  File \"/usr/local/lib/python3.7/dist-packages/tango/server.py\", line 115, in set_complex_value\n    attr.set_value(value)\nTypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)\n\n  reason = PyDs_PythonError\nseverity = ERR]\n\nDevError[\n    desc = Failed to read_attribute on device lts/sdp/1, attribute TR_tod_R\n  origin = DeviceProxy::read_attribute()\n  reason = API_AttributeFailed\nseverity = ERR]\n]"
+     "data": {
+      "text/plain": [
+       "array([[1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.],\n",
+       "       [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.],\n",
+       "       [1., 1., 1., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+       "       [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]],\n",
+       "      dtype=float32)"
      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
    }
   ],
   "source": [
-    "attr_names = d.get_attribute_list()\n",
-    "\n",
-    "for i in attr_names:\n",
-    "    exec(\"value = print(i, d.{})\".format(i))\n"
+    "wgswitches = d.FPGA_wg_enable_R\n",
+    "print(\"Old values:\\n\",  wgswitches)\n",
+    "wgswitches[9][0] = True\n",
+    "wgswitches[10][0] = True\n",
+    "print(\"Values to be set:\\n\", wgswitches)\n",
+    "d.FPGA_wg_enable_RW =wgswitches\n",
+    "time.sleep(7)\n",
+    "print(\"Values read back after setting:\\n\",d.FPGA_wg_enable_R)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "8f3db8c7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,\n",
+       "        119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,\n",
+       "        119.99817, 119.99817, 119.99817, 119.99817],\n",
+       "       [119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,\n",
+       "        119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,\n",
+       "        119.99817, 119.99817, 119.99817, 119.99817],\n",
+       "       [119.99817, 119.99817, 119.99817, 119.99817,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ],\n",
+       "       [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,\n",
+       "          0.     ,   0.     ,   0.     ,   0.     ]], dtype=float32)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "phases = d.FPGA_wg_phase_R\n",
+    "print(\"Old values:\\n\",  phases)\n",
+    "phases[9][0] = 1.0334\n",
+    "phases[9][1] = 20.15\n",
+    "phases[10][0] = 130\n",
+    "print(\"Values to be set:\\n\", phases)\n",
+    "d.FPGA_wg_phase_RW = phases\n",
+    "time.sleep(7)\n",
+    "print(\"Values read back after setting:\\n\", d.FPGA_wg_phase_R)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "e45b4874",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,\n",
+       "        29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,\n",
+       "        29921878., 29921878., 29921878., 29921878.],\n",
+       "       [29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,\n",
+       "        29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,\n",
+       "        29921878., 29921878., 29921878., 29921878.],\n",
+       "       [29921878., 29921878., 29921878., 29921878.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.],\n",
+       "       [       0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.,        0.,        0.,\n",
+       "               0.,        0.,        0.,        0.]], dtype=float32)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "amplitudes = d.FPGA_wg_amplitude_R\n",
+    "print(\"Old values:\\n\",  amplitudes)\n",
+    "amplitudes[9][0] = 1.0\n",
+    "amplitudes[9][1] = 1.99\n",
+    "amplitudes[10][0] = 0.5\n",
+    "print(\"Values to be set:\\n\", amplitudes)\n",
+    "d.FPGA_wg_amplitude_RW = amplitudes\n",
+    "time.sleep(7)\n",
+    "print(\"Values read back after setting:\\n\", d.FPGA_wg_amplitude_R)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9b1bbd3e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "frequencies = d.FPGA_wg_frequency_R\n",
+    "print(\"Old values:\\n\",  frequencies)\n",
+    "frequencies[9][0] = 19000000\n",
+    "frequencies[9][1] = 20000000\n",
+    "frequencies[10][0] = 22000000\n",
+    "print(\"Values to be set:\\n\", frequencies)\n",
+    "d.FPGA_wg_frequency_RW = frequencies\n",
+    "print(\"Values read back after setting:\\n\", d.FPGA_wg_frequency_R)"
   ]
  }
 ],

 %% Cell type:code id:waiting-chance tags:

 ``` python
 import time
 ```

 %% Cell type:code id:moving-alexandria tags:

 ``` python
 d=DeviceProxy("LTS/SDP/1")
 ```

 %% Cell type:code id:ranking-aluminum tags:

 ``` python
 state = str(d.state())

-if state == "OFF":
+
+if state == "OFF" or state == "FAULT":
    d.initialise()
    time.sleep(1)
 state = str(d.state())
 if state == "STANDBY":
    d.on()
 state = str(d.state())
 if state == "ON":
    print("Device is now in on state")
 else:
    print("warning, expected device to be in on state, is: ", state)
 ```

 %% Output

-    warning, expected device to be in on state, is:  FAULT
+    ---------------------------------------------------------------------------
+    ConnectionFailed                          Traceback (most recent call last)
+    /tmp/ipykernel_21/3603531217.py in <module>
+    ----> 1 state = str(d.state())
+          2
+          3
+          4 if state == "OFF" or state == "FAULT":
+          5     d.initialise()
+    /usr/local/lib/python3.7/dist-packages/tango/green.py in greener(obj, *args, **kwargs)
+        193             green_mode = access('green_mode', None)
+        194             executor = get_object_executor(obj, green_mode)
+    --> 195             return executor.run(fn, args, kwargs, wait=wait, timeout=timeout)
+        196
+        197         return greener
+    /usr/local/lib/python3.7/dist-packages/tango/green.py in run(self, fn, args, kwargs, wait, timeout)
+        107         # Sychronous (no delegation)
+        108         if not self.asynchronous or not self.in_executor_context():
+    --> 109             return fn(*args, **kwargs)
+        110         # Asynchronous delegation
+        111         accessor = self.delegate(fn, *args, **kwargs)
+    /usr/local/lib/python3.7/dist-packages/tango/device_proxy.py in __DeviceProxy__state(self, *args, **kwargs)
+       1558                 if dev_st == DevState.ON : ...
+       1559     """
+    -> 1560     return self._state(*args, **kwargs)
+       1561
+       1562
+    ConnectionFailed: DevFailed[
+DevError[
+    desc = TRANSIENT CORBA system exception: TRANSIENT_NoUsableProfile
+  origin = Connection::connect
+  reason = API_CorbaException
+severity = ERR]
+
+DevError[
+    desc = Failed to connect to device lts/sdp/1
+  origin = Connection::connect
+  reason = API_CantConnectToDevice
+severity = ERR]
+]

 %% Cell type:code id:transsexual-battle tags:

 ``` python
 values = [
    [d.FPGA_mask_RW, "FPGA_mask_RW"],
    [d.FPGA_scrap_R, "FPGA_scrap_R"],
    [d.FPGA_scrap_RW, "FPGA_scrap_RW"],
    [d.FPGA_status_R, "FPGA_status_R"],
    [d.FPGA_temp_R, "FPGA_temp_R"],
    [d.FPGA_version_R, "FPGA_version_R"],
    [d.FPGA_weights_R, "FPGA_weights_R"],
    [d.FPGA_weights_RW, "FPGA_weights_RW"],
    [d.TR_busy_R, "TR_busy_R"],
    [d.TR_reload_RW, "TR_reload_RW"],
    # [d.TR_tod_R, "TR_tod_R"],
    # [d.TR_uptime_R, "TR_uptime_R"]
 ]

 for i in values:
    print("🟦🟦🟦", i[1], ": ", i[0])
 ```

-%% Cell type:code id:eligible-times tags:
-
-``` python
-attr_names = d.get_attribute_list()
-
-for i in attr_names:
-    exec("value = print(i, d.{})".format(i))
-```
-
 %% Output

    ---------------------------------------------------------------------------
    DevFailed                                 Traceback (most recent call last)
-    <ipython-input-5-e44d5c52394a> in <module>
-    ----> 1 d.TR_tod_R
-
+    /tmp/ipykernel_22/2885399456.py in <module>
+          1 values = [
+    ----> 2     [d.FPGA_mask_RW, "FPGA_mask_RW"],
+          3     [d.FPGA_scrap_R, "FPGA_scrap_R"],
+          4     [d.FPGA_scrap_RW, "FPGA_scrap_RW"],
+          5     [d.FPGA_status_R, "FPGA_status_R"],
    /usr/local/lib/python3.7/dist-packages/tango/device_proxy.py in __DeviceProxy__getattr(self, name)
        319     attr_info = self.__get_attr_cache().get(name_l)
        320     if attr_info:
    --> 321         return __get_attribute_value(self, attr_info, name)
        322
        323     if name_l in self.__get_pipe_cache():
    /usr/local/lib/python3.7/dist-packages/tango/device_proxy.py in __get_attribute_value(self, attr_info, name)
        281 def __get_attribute_value(self, attr_info, name):
        282     _, enum_class = attr_info
    --> 283     attr_value = self.read_attribute(name).value
        284     if enum_class:
        285         return enum_class(attr_value)
    /usr/local/lib/python3.7/dist-packages/tango/green.py in greener(obj, *args, **kwargs)
        193             green_mode = access('green_mode', None)
        194             executor = get_object_executor(obj, green_mode)
    --> 195             return executor.run(fn, args, kwargs, wait=wait, timeout=timeout)
        196
        197         return greener
    /usr/local/lib/python3.7/dist-packages/tango/green.py in run(self, fn, args, kwargs, wait, timeout)
        107         # Sychronous (no delegation)
        108         if not self.asynchronous or not self.in_executor_context():
    --> 109             return fn(*args, **kwargs)
        110         # Asynchronous delegation
        111         accessor = self.delegate(fn, *args, **kwargs)
    /usr/local/lib/python3.7/dist-packages/tango/device_proxy.py in __DeviceProxy__read_attribute(self, value, extract_as)
        439
        440 def __DeviceProxy__read_attribute(self, value, extract_as=ExtractAs.Numpy):
    --> 441     return __check_read_attribute(self._read_attribute(value, extract_as))
        442
        443
    /usr/local/lib/python3.7/dist-packages/tango/device_proxy.py in __check_read_attribute(dev_attr)
        155 def __check_read_attribute(dev_attr):
        156     if dev_attr.has_failed:
    --> 157         raise DevFailed(*dev_attr.get_err_stack())
        158     return dev_attr
        159
    DevFailed: DevFailed[
 DevError[
-    desc = TypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)
-
-  origin = Traceback (most recent call last):
-  File "/usr/local/lib/python3.7/dist-packages/tango/server.py", line 138, in read_attr
-    set_complex_value(attr, ret)
-  File "/usr/local/lib/python3.7/dist-packages/tango/server.py", line 115, in set_complex_value
-    attr.set_value(value)
-TypeError: Expecting a numeric type, but it is not. If you use a numpy type instead of python core types, then it must exactly match (ex: numpy.int32 for PyTango.DevLong)
-
-  reason = PyDs_PythonError
+    desc = Read value for attribute FPGA_mask_RW has not been updated
+  origin = Device_3Impl::read_attributes_no_except
+  reason = API_AttrValueNotSet
 severity = ERR]

 DevError[
-    desc = Failed to read_attribute on device lts/sdp/1, attribute TR_tod_R
+    desc = Failed to read_attribute on device lts/sdp/1, attribute FPGA_mask_RW
  origin = DeviceProxy::read_attribute()
  reason = API_AttributeFailed
 severity = ERR]
 ]
+
+%% Cell type:code id:7accae6a tags:
+
+``` python
+attr_names = d.get_attribute_list()
+
+
+for i in attr_names:
+    exec("value = print(i, d.{})".format(i))
+```
+
+%% Cell type:code id:b88868c5 tags:
+
+``` python
+wgswitches = d.FPGA_wg_enable_R
+print("Old values:\n",  wgswitches)
+wgswitches[9][0] = True
+wgswitches[10][0] = True
+print("Values to be set:\n", wgswitches)
+d.FPGA_wg_enable_RW =wgswitches
+time.sleep(7)
+print("Values read back after setting:\n",d.FPGA_wg_enable_R)
+```
+
+%% Output
+
+    array([[1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.],
+           [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.],
+           [1., 1., 1., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],
+           [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]],
+          dtype=float32)
+
+%% Cell type:code id:8f3db8c7 tags:
+
+``` python
+phases = d.FPGA_wg_phase_R
+print("Old values:\n",  phases)
+phases[9][0] = 1.0334
+phases[9][1] = 20.15
+phases[10][0] = 130
+print("Values to be set:\n", phases)
+d.FPGA_wg_phase_RW = phases
+time.sleep(7)
+print("Values read back after setting:\n", d.FPGA_wg_phase_R)
+```
+
+%% Output
+
+    array([[119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,
+            119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,
+            119.99817, 119.99817, 119.99817, 119.99817],
+           [119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,
+            119.99817, 119.99817, 119.99817, 119.99817, 119.99817, 119.99817,
+            119.99817, 119.99817, 119.99817, 119.99817],
+           [119.99817, 119.99817, 119.99817, 119.99817,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ],
+           [  0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ,   0.     ,   0.     ,
+              0.     ,   0.     ,   0.     ,   0.     ]], dtype=float32)
+
+%% Cell type:code id:e45b4874 tags:
+
+``` python
+amplitudes = d.FPGA_wg_amplitude_R
+print("Old values:\n",  amplitudes)
+amplitudes[9][0] = 1.0
+amplitudes[9][1] = 1.99
+amplitudes[10][0] = 0.5
+print("Values to be set:\n", amplitudes)
+d.FPGA_wg_amplitude_RW = amplitudes
+time.sleep(7)
+print("Values read back after setting:\n", d.FPGA_wg_amplitude_R)
+```
+
+%% Output
+
+    array([[29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,
+            29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,
+            29921878., 29921878., 29921878., 29921878.],
+           [29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,
+            29921878., 29921878., 29921878., 29921878., 29921878., 29921878.,
+            29921878., 29921878., 29921878., 29921878.],
+           [29921878., 29921878., 29921878., 29921878.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.],
+           [       0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.,        0.,        0.,
+                   0.,        0.,        0.,        0.]], dtype=float32)
+
+%% Cell type:code id:9b1bbd3e tags:
+
+``` python
+frequencies = d.FPGA_wg_frequency_R
+print("Old values:\n",  frequencies)
+frequencies[9][0] = 19000000
+frequencies[9][1] = 20000000
+frequencies[10][0] = 22000000
+print("Values to be set:\n", frequencies)
+d.FPGA_wg_frequency_RW = frequencies
+print("Values read back after setting:\n", d.FPGA_wg_frequency_R)
+```