diff --git a/devices/toolkit/archiver.py b/devices/toolkit/archiver.py
index 0991b05c6fac220a786b90bc922032f130785c12..35012767add234b2b0421b359bfacf19ca6b9155 100644
--- a/devices/toolkit/archiver.py
+++ b/devices/toolkit/archiver.py
@@ -16,6 +16,29 @@ from .archiver_base import *
logger = logging.getLogger()
+def parse_attribute_name(attribute_name:str):
+ """
+ Parse the attribute names since most of the archiving operations require only
+ Tango full-qualified names.
+ """
+ chunk_num = len(attribute_name.split('/'))
+ if (chunk_num!=4):
+ raise AttributeFormatException
+
+def reduce_attribute_name(attribute_name:str):
+ """
+ For some operations Tango attribute must be transformed from the form 'tango://db:port/domain/family/name/attribute'
+ to canonical 'domain/family/name/attribute'
+ """
+ chunk_num = len(attribute_name.split('/'))
+ if (chunk_num==7 and attribute_name.split('/')[0]=='tango:'):
+ return '/'.join(attribute_name.split('/')[3:])
+ else:
+ if (chunk_num!=4):
+ raise AttributeFormatException
+ else:
+ return attribute_name
+
class Archiver():
"""
The Archiver class implements the basic operations to perform attributes archiving
@@ -50,8 +73,8 @@ class Archiver():
config_dict = self.selector.get_dict()
# Set global development env variables
var_dict = config_dict.get('global_variables')
- self.dev_polling_time = int(var_dict.get('development_polling_time')) or 10000
- self.dev_archive_time = int(var_dict.get('development_archive_time')) or 60000
+ self.dev_polling_time = int(var_dict.get('development_polling_time'))
+ self.dev_archive_time = int(var_dict.get('development_archive_time'))
# Set devices archiving
env_dict = config_dict.get('devices')
for device in env_dict:
@@ -91,8 +114,7 @@ class Archiver():
The ConfigurationManager and EventSubscriber devices must be already up and running.
The archiving-DBMS must be already properly configured.
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
+ parse_attribute_name(attribute_name)
try:
self.cm.write_attribute('SetAttributeName', attribute_name)
self.cm.write_attribute('SetArchiver', self.es_name)
@@ -137,8 +159,7 @@ class Archiver():
"""
Stops the data archiving of the attribute passed as input, and remove it from the subscriber's list.
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
+ parse_attribute_name(attribute_name)
try:
self.cm.AttributeStop(attribute_name)
self.cm.AttributeRemove(attribute_name)
@@ -164,14 +185,28 @@ class Archiver():
self.remove_attribute_from_archiver(attr_fullname)
except Exception as e:
raise Exception from e
+
+ def remove_attributes_in_error(self,exclude:list=[],es_name:str=None):
+ """
+ Remove from the subscriber's list all the attributes currently in error (not being archived)
+ """
+ if es_name is not None:
+ es = DeviceProxy(es_name)
+ else:
+ es = self.es
+ attributes_nok = es.AttributeNokList or []
+ exclude_list = [a.lower() for a in exclude]
+ attrs_list = [a.lower() for a in list(attributes_nok) if a.lower() not in exclude_list]
+ for a in attrs_list:
+ attr_fullname = reduce_attribute_name(a)
+ self.remove_attribute_from_archiver(attr_fullname)
def start_archiving_attribute(self, attribute_name:str):
"""
Starts the archiving of the attribute passed as input.
The attribute must be already present in the subscriber's list
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
+ parse_attribute_name(attribute_name)
try:
self.cm.AttributeStart(attribute_name)
except Exception as e:
@@ -185,8 +220,7 @@ class Archiver():
Stops the archiving of the attribute passed as input.
The attribute must be already present in the subscriber's list
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
+ parse_attribute_name(attribute_name)
try:
self.cm.AttributeStop(attribute_name)
except Exception as e:
@@ -199,29 +233,29 @@ class Archiver():
"""
Check if an attribute is in the archiving list
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
- try:
- attributes = self.cm.AttributeSearch(attribute_name)
- a = [a for a in attributes if a.lower().endswith(attribute_name.lower())] # handle cases differences
- if len(attributes)>1:
- raise Exception("MultipleAttributesMatched!")
- if len(attributes)==1:
+ parse_attribute_name(attribute_name)
+ attributes = self.cm.AttributeSearch(attribute_name.lower())
+ if len(attributes)>1:
+ # Handle case same attribute_name r/rw
+ if len(attributes)==2 and (attributes[0].endswith(attributes[1]+'w') or attributes[1].endswith(attributes[0]+'w')):
return True
else:
- return False
- except Exception as e:
- raise Exception from e
+ raise Exception(f"Multiple Attributes Matched! {attributes}")
+ elif len(attributes)==1:
+ return True
+ else:
+ return False
def update_archiving_attribute(self, attribute_name: str, polling_period: int, event_period: int, strategy: str = 'RUN'):
"""
Update the archiving properties of an attribute already in a subscriber list
"""
self.remove_attribute_from_archiver(attribute_name)
- time.sleep(1)
+ time.sleep(3.)
self.add_attribute_to_archiver(attribute_name,polling_period,event_period,strategy)
- time.sleep(1)
+ time.sleep(3.)
self.start_archiving_attribute(attribute_name)
+ logger.info(f"Attribute {attribute_name} successfully updated!")
def get_subscriber_attributes(self,es_name:str = None):
"""
@@ -242,20 +276,15 @@ class Archiver():
es = DeviceProxy(es_name)
else:
es = self.es
- try:
- attrs = es.AttributeList or []
- errs = es.AttributeErrorList or []
- return dict((a,e) for a,e in zip(attrs,errs) if e)
- except:
- print('No attribute errors in the subscriber')
- return {}
+ attrs = es.AttributeList or []
+ errs = es.AttributeErrorList or []
+ return dict((a,e) for a,e in zip(attrs,errs) if e) or {}
def get_attribute_errors(self,attribute_name:str):
"""
Return the error related to the attribute
"""
- if (len(attribute_name.split('/'))!=4):
- raise AttributeFormatException
+ parse_attribute_name(attribute_name)
errs_dict = self.get_subscriber_errors()
for e in errs_dict:
if attribute_name in e:
@@ -276,6 +305,32 @@ class Archiver():
else:
return len(es.AttributeList or [])
+ def get_attribute_freq(self,attribute_name:str):
+ """
+ Return the attribute archiving frequency in events/minute
+ """
+ parse_attribute_name(attribute_name)
+ if self.is_attribute_archived(attribute_name):
+ freq_dict = dict((a,r) for a,r in zip(self.es.AttributeList,self.es.AttributeRecordFreqList))
+ for f in freq_dict:
+ if attribute_name.lower() in f:
+ return freq_dict.get(f,0.)
+ else:
+ logger.warning(f"Attribute {attribute_name} not found!")
+
+ def get_attribute_failures(self,attribute_name:str):
+ """
+ Return the attribute failure archiving frequency in events/minute
+ """
+ parse_attribute_name(attribute_name)
+ if self.is_attribute_archived(attribute_name):
+ fail_dict = dict((a,r) for a,r in zip(self.es.AttributeList,self.es.AttributeFailureFreqList))
+ for f in fail_dict:
+ if attribute_name.lower() in f:
+ return fail_dict.get(f,0.)
+ else:
+ logger.warning(f"Attribute {attribute_name} not found!")
+
class AttributeFormatException(Exception):
"""
Exception that handles wrong attribute naming
diff --git a/jupyter-notebooks/Archiving_load_test.ipynb b/jupyter-notebooks/Archiving_load_test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..afe61dacb2c9d01c17035ab641b4affadd31d7fa
--- /dev/null
+++ b/jupyter-notebooks/Archiving_load_test.ipynb
@@ -0,0 +1,1265 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "d9f35471",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import sys, time\n",
+ "import numpy as np\n",
+ "sys.path.append('/hosthome/tango/devices')\n",
+ "from toolkit.archiver import *\n",
+ "from matplotlib import pyplot as plt"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "5817986f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute lts/recv/1/version_r not found in archiving list!\n",
+ "Attribute lts/recv/1/opcua_missing_attributes_r not found in archiving list!\n",
+ "Attribute lts/recv/1/ant_mask_rw removed!\n",
+ "Attribute lts/recv/1/ant_status_r not found in archiving list!\n",
+ "Attribute lts/recv/1/clk_enable_pwr_r removed!\n",
+ "Attribute lts/recv/1/clk_i2c_status_r removed!\n",
+ "Attribute lts/recv/1/clk_pll_error_r removed!\n",
+ "Attribute lts/recv/1/clk_pll_locked_r removed!\n",
+ "Attribute lts/recv/1/clk_monitor_rate_rw removed!\n",
+ "Attribute lts/recv/1/clk_translator_busy_r removed!\n",
+ "Attribute lts/recv/1/hba_element_beamformer_delays_r removed!\n",
+ "Attribute lts/recv/1/hba_element_beamformer_delays_rw removed!\n",
+ "Attribute lts/recv/1/hba_element_led_r removed!\n",
+ "Attribute lts/recv/1/hba_element_led_rw removed!\n",
+ "Attribute lts/recv/1/hba_element_lna_pwr_r removed!\n",
+ "Attribute lts/recv/1/hba_element_lna_pwr_rw removed!\n",
+ "Attribute lts/recv/1/hba_element_pwr_r removed!\n",
+ "Attribute lts/recv/1/hba_element_pwr_rw removed!\n",
+ "Attribute lts/recv/1/rcu_adc_lock_r removed!\n",
+ "Attribute lts/recv/1/rcu_attenuator_r removed!\n",
+ "Attribute lts/recv/1/rcu_attenuator_rw removed!\n",
+ "Attribute lts/recv/1/rcu_band_r removed!\n",
+ "Attribute lts/recv/1/rcu_band_rw removed!\n",
+ "Attribute lts/recv/1/rcu_i2c_status_r removed!\n",
+ "Attribute lts/recv/1/rcu_id_r removed!\n",
+ "Attribute lts/recv/1/rcu_led0_r removed!\n",
+ "Attribute lts/recv/1/rcu_led0_rw removed!\n",
+ "Attribute lts/recv/1/rcu_led1_r removed!\n",
+ "Attribute lts/recv/1/rcu_led1_rw removed!\n",
+ "Attribute lts/recv/1/rcu_mask_rw removed!\n",
+ "Attribute lts/recv/1/rcu_monitor_rate_rw removed!\n",
+ "Attribute lts/recv/1/rcu_pwr_dig_r removed!\n",
+ "Attribute lts/recv/1/rcu_translator_busy_r removed!\n",
+ "Attribute lts/recv/1/rcu_version_r removed!\n",
+ "Attribute lts/recv/1/state removed!\n",
+ "Attribute lts/recv/1/status removed!\n",
+ "Attribute lts/recv/1/rcu_temperature_r already in archiving list!\n",
+ "Attribute lts/sdp/1/version_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/opcua_missing_attributes_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_amplitude_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_frequency_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_phase_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_enable_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_enable_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_eth_destination_mac_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_eth_destination_mac_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_ip_destination_address_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_ip_destination_address_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_udp_destination_port_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_udp_destination_port_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_scale_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_scale_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_firmware_version_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_global_node_index_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_hardware_version_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_processing_enable_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_processing_enable_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_scrap_r removed!\n",
+ "Attribute lts/sdp/1/fpga_scrap_rw removed!\n",
+ "Attribute lts/sdp/1/fpga_signal_input_mean_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_signal_input_rms_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_antenna_band_index_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_block_period_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_f_adc_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_fsub_type_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_nyquist_sampling_zone_index_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_nyquist_sampling_zone_index_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_observation_id_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_observation_id_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_station_id_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_station_id_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_subband_weights_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_subband_weights_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_temp_r removed!\n",
+ "Attribute lts/sdp/1/fpga_weights_r removed!\n",
+ "Attribute lts/sdp/1/fpga_weights_rw removed!\n",
+ "Attribute lts/sdp/1/fpga_wg_amplitude_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_enable_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_enable_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_frequency_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/fpga_wg_phase_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_fpga_mask_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_fpga_mask_rw not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_fpga_communication_error_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_first_fpga_nr_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_nof_beamsets_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_nof_fpgas_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_software_version_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_start_time_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/tr_tod_r removed!\n",
+ "Attribute lts/sdp/1/tr_tod_pps_delta_r not found in archiving list!\n",
+ "Attribute lts/sdp/1/state not found in archiving list!\n",
+ "Attribute lts/sdp/1/status not found in archiving list!\n",
+ "Device LTS/SST/1 offline\n",
+ "Device LTS/XST/1 offline\n",
+ "Device LTS/UNB2/1 offline\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Apply the chosen JSON configuration file in directory toolkit/archiver_config/\n",
+ "archiver = Archiver(selector_filename='lofar2.json')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "848dc5e7",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "lofar2.json\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'global_variables': {'development_polling_time': '10000',\n",
+ " 'development_archive_time': '60000'},\n",
+ " 'devices': {'LTS/RECV/1': {'environment': 'development',\n",
+ " 'include': ['rcu_temperature_r'],\n",
+ " 'exclude': ['CLK_Enable_PWR_R',\n",
+ " 'CLK_I2C_STATUS_R',\n",
+ " 'CLK_PLL_error_R',\n",
+ " 'CLK_PLL_locked_R',\n",
+ " 'CLK_translator_busy_R']},\n",
+ " 'LTS/SDP/1': {'environment': 'development', 'include': [], 'exclude': []},\n",
+ " 'LTS/SST/1': {'environment': 'development', 'include': [], 'exclude': []},\n",
+ " 'LTS/XST/1': {'environment': 'development', 'include': [], 'exclude': []},\n",
+ " 'LTS/UNB2/1': {'environment': 'development', 'include': [], 'exclude': []}}}"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Print the configuration file (as a dictionary)\n",
+ "selector = archiver.selector\n",
+ "print(selector.filename)\n",
+ "env_dict = selector.get_dict()\n",
+ "env_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "a81e8b3b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "OFF\n"
+ ]
+ }
+ ],
+ "source": [
+ "device_name = 'LTS/RECV/1'\n",
+ "d=DeviceProxy(device_name) \n",
+ "state = str(d.state())\n",
+ "print(state)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "f5394d09",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute lts/recv/1/version_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/recv/1/opcua_missing_attributes_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/recv/1/ant_status_r will not be archived because polling is set to FALSE!\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Add RECV attributes to perform load test\n",
+ "archiver.add_attributes_by_device(device_name,global_archive_period=5000)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "ba3a25ac",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'tango://databaseds:10000/lts/recv/1/rcu_temperature_r': 'Read value for attribute RCU_temperature_R has not been updated'}"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Print the errors for each attribute\n",
+ "# If the device is in OFF state, all its attributes should be in error (normal behaviour)\n",
+ "err_dict = archiver.get_subscriber_errors()\n",
+ "err_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "b4de92a0",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Device is now in ON state\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Start the device\n",
+ "if state == \"OFF\":\n",
+ " time.sleep(1)\n",
+ " d.initialise()\n",
+ " time.sleep(1)\n",
+ "state = str(d.state())\n",
+ "if state == \"STANDBY\":\n",
+ " d.on()\n",
+ "state = str(d.state())\n",
+ "if state == \"ON\":\n",
+ " d.set_defaults()\n",
+ " print(\"Device is now in ON state\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "5d40b87c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "('tango://databaseds:10000/lts/recv/1/rcu_temperature_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/ant_mask_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_enable_pwr_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_i2c_status_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_error_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_locked_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_monitor_rate_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_translator_busy_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_beamformer_delays_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_beamformer_delays_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_led_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_led_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_lna_pwr_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_lna_pwr_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_pwr_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_pwr_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_adc_lock_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_attenuator_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_attenuator_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_band_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_band_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_i2c_status_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_id_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led0_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led0_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led1_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led1_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_mask_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_monitor_rate_rw',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_pwr_dig_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_translator_busy_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_version_r',\n",
+ " 'tango://databaseds:10000/lts/recv/1/state',\n",
+ " 'tango://databaseds:10000/lts/recv/1/status')"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Print the attributes currently managed by the event subscriber\n",
+ "attrs = archiver.get_subscriber_attributes()\n",
+ "attrs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "678879e3",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'tango://databaseds:10000/lts/recv/1/rcu_temperature_r': 'Read value for attribute RCU_temperature_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/ant_mask_rw': 'Read value for attribute Ant_mask_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_enable_pwr_r': 'Read value for attribute CLK_Enable_PWR_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_i2c_status_r': 'Read value for attribute CLK_I2C_STATUS_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_error_r': 'Read value for attribute CLK_PLL_error_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_locked_r': 'Read value for attribute CLK_PLL_locked_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_monitor_rate_rw': 'Read value for attribute CLK_monitor_rate_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_translator_busy_r': 'Read value for attribute CLK_translator_busy_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_beamformer_delays_r': 'Read value for attribute HBA_element_beamformer_delays_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_beamformer_delays_rw': 'Read value for attribute HBA_element_beamformer_delays_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_led_r': 'Read value for attribute HBA_element_led_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_led_rw': 'Read value for attribute HBA_element_led_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_lna_pwr_r': 'Read value for attribute HBA_element_LNA_pwr_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_lna_pwr_rw': 'Read value for attribute HBA_element_LNA_pwr_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_pwr_r': 'Read value for attribute HBA_element_pwr_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_pwr_rw': 'Read value for attribute HBA_element_pwr_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_adc_lock_r': 'Read value for attribute RCU_ADC_lock_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_attenuator_r': 'Read value for attribute RCU_attenuator_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_attenuator_rw': 'Read value for attribute RCU_attenuator_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_band_r': 'Read value for attribute RCU_band_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_band_rw': 'Read value for attribute RCU_band_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_i2c_status_r': 'Read value for attribute RCU_I2C_STATUS_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_id_r': 'Read value for attribute RCU_ID_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led0_r': 'Read value for attribute RCU_LED0_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led0_rw': 'Read value for attribute RCU_LED0_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led1_r': 'Read value for attribute RCU_LED1_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led1_rw': 'Read value for attribute RCU_LED1_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_mask_rw': 'Read value for attribute RCU_mask_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_monitor_rate_rw': 'Read value for attribute RCU_monitor_rate_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_pwr_dig_r': 'Read value for attribute RCU_Pwr_dig_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_translator_busy_r': 'Read value for attribute RCU_translator_busy_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_version_r': 'Read value for attribute RCU_version_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/status': 'Storing Error: mysql_stmt_bind_param() failed, err=Buffer type is not supported'}"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Print the errors for each attribute\n",
+ "err_dict = archiver.get_subscriber_errors()\n",
+ "err_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "d3904658",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Attribute Poll Period Archive Period \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 10000 60000 \n",
+ "LTS/RECV/1/ant_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/clk_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_error_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_locked_r 1000 5000 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_id_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_version_r 1000 5000 \n",
+ "LTS/RECV/1/state 1000 5000 \n",
+ "LTS/RECV/1/status 1000 5000 \n"
+ ]
+ }
+ ],
+ "source": [
+ "# Print the attribute periods\n",
+ "def print_periods(attrs):\n",
+ " print(\"{:<45} {:<15} {:<15}\".format('Attribute','Poll Period','Archive Period'))\n",
+ " print(\"----------\")\n",
+ " for a in attrs:\n",
+ " ap = AttributeProxy(a)\n",
+ " att_fqname = ap.get_device_proxy().name()+'/'+ap.name()\n",
+ " print(\"{:<45} {:<15} {:<15}\".format(att_fqname,ap.get_poll_period(),ap.get_property('archive_period')['archive_period'][0],sep='\\t'))\n",
+ "\n",
+ "attrs = archiver.get_subscriber_attributes()\n",
+ "print_periods(attrs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "27ef5564",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'133.0 events/period'"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Print the current event subscriber archive frequency (number of total archive events per minute)\n",
+ "# Be aware that these statistics need some time (even minutes) since the device initialization to be reliable\n",
+ "archiver.get_subscriber_load()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "241b5282",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Attribute Record Freq Failure Freq \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 0.0 1.0 \n",
+ "LTS/RECV/1/ant_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_error_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_locked_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_led_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_led_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_band_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_band_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_id_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led0_r 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_led0_rw 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led1_r 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_led1_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_version_r 13.0 0.0 \n",
+ "LTS/RECV/1/state 0.0 13.0 \n",
+ "LTS/RECV/1/status 0.0 6.0 \n"
+ ]
+ }
+ ],
+ "source": [
+ "# Print the current attribute archive frequency (number of events per minute)\n",
+ "# E.G. if an attribute is supposed to be archived every 10s, its frequency value should be 6\n",
+ "def print_freq(attrs):\n",
+ " print(\"{:<45} {:<15} {:<15}\".format('Attribute','Record Freq','Failure Freq'))\n",
+ " print(\"----------\")\n",
+ " for a in attrs:\n",
+ " ap = AttributeProxy(a)\n",
+ " att_fqname = ap.get_device_proxy().name()+'/'+ap.name()\n",
+ " print(\"{:<45} {:<15} {:<15}\".format(att_fqname,archiver.get_attribute_freq(att_fqname),archiver.get_attribute_failures(att_fqname)))\n",
+ "\n",
+ "attrs = archiver.get_subscriber_attributes()\n",
+ "print_freq(attrs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "25446390",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute LTS/RECV/1/rcu_id_r removed!\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Update the archive time of an attribute\n",
+ "archiver.update_archiving_attribute('LTS/RECV/1/rcu_id_r',polling_period=1000,event_period=10000)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "9cc4f883",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Attribute Poll Period Archive Period \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 10000 60000 \n",
+ "LTS/RECV/1/ant_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/clk_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_error_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_locked_r 1000 5000 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_version_r 1000 5000 \n",
+ "LTS/RECV/1/state 1000 5000 \n",
+ "LTS/RECV/1/status 1000 5000 \n",
+ "LTS/RECV/1/rcu_id_r 1000 10000 \n",
+ "\n",
+ "Attribute Record Freq Failure Freq \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 0.0 1.0 \n",
+ "LTS/RECV/1/ant_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_error_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_locked_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_led_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_led_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_band_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_band_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led0_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led0_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_led1_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led1_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_version_r 0.0 12.0 \n",
+ "LTS/RECV/1/state 13.0 0.0 \n",
+ "LTS/RECV/1/status 0.0 13.0 \n",
+ "LTS/RECV/1/rcu_id_r 0.0 6.0 \n"
+ ]
+ }
+ ],
+ "source": [
+ "attrs = archiver.get_subscriber_attributes()\n",
+ "print_periods(attrs)\n",
+ "print()\n",
+ "print_freq(attrs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "c3415c09",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute lts/sdp/1/version_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/opcua_missing_attributes_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_amplitude_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_frequency_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_phase_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_enable_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_enable_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_eth_destination_mac_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_eth_destination_mac_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_ip_destination_address_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_ip_destination_address_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_udp_destination_port_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_hdr_udp_destination_port_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_scale_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_beamlet_output_scale_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_firmware_version_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_global_node_index_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_hardware_version_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_processing_enable_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_processing_enable_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_signal_input_mean_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_signal_input_rms_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_antenna_band_index_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_block_period_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_f_adc_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_fsub_type_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_nyquist_sampling_zone_index_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_nyquist_sampling_zone_index_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_observation_id_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_observation_id_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_station_id_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_sdp_info_station_id_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_subband_weights_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_subband_weights_rw will not be archived because polling is set to FALSE!\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "OFF\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute lts/sdp/1/fpga_wg_amplitude_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_enable_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_enable_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_frequency_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/fpga_wg_phase_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_fpga_mask_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_fpga_mask_rw will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_fpga_communication_error_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_first_fpga_nr_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_nof_beamsets_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_sdp_config_nof_fpgas_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_software_version_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_start_time_r will not be archived because polling is set to FALSE!\n",
+ "Attribute lts/sdp/1/tr_tod_pps_delta_r will not be archived because polling is set to FALSE!\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Add SDP attributes to load test\n",
+ "sdp_name = 'LTS/SDP/1'\n",
+ "d2=DeviceProxy(sdp_name) \n",
+ "state = str(d2.state())\n",
+ "print(state)\n",
+ "archiver.add_attributes_by_device(sdp_name,global_archive_period=5000)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "141c52da",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Device is now in ON state\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Start the SDP device\n",
+ "if state == \"OFF\":\n",
+ " time.sleep(1)\n",
+ " d2.initialise()\n",
+ " time.sleep(1)\n",
+ "state = str(d2.state())\n",
+ "if state == \"STANDBY\":\n",
+ " d2.on()\n",
+ "state = str(d2.state())\n",
+ "if state == \"ON\":\n",
+ " d2.set_defaults()\n",
+ " print(\"Device is now in ON state\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "b53e5b8b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'tango://databaseds:10000/lts/recv/1/rcu_temperature_r': 'Read value for attribute RCU_temperature_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_enable_pwr_r': 'Read value for attribute CLK_Enable_PWR_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_i2c_status_r': 'Read value for attribute CLK_I2C_STATUS_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_error_r': 'Read value for attribute CLK_PLL_error_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_pll_locked_r': 'Read value for attribute CLK_PLL_locked_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/clk_translator_busy_r': 'Read value for attribute CLK_translator_busy_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_beamformer_delays_r': 'Read value for attribute HBA_element_beamformer_delays_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_led_r': 'Read value for attribute HBA_element_led_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_lna_pwr_r': 'Read value for attribute HBA_element_LNA_pwr_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/hba_element_pwr_r': 'Read value for attribute HBA_element_pwr_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_adc_lock_r': 'Read value for attribute RCU_ADC_lock_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_attenuator_r': 'Read value for attribute RCU_attenuator_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_band_r': 'Read value for attribute RCU_band_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_i2c_status_r': 'Read value for attribute RCU_I2C_STATUS_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led0_r': 'Read value for attribute RCU_LED0_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_led1_r': 'Read value for attribute RCU_LED1_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_pwr_dig_r': 'Read value for attribute RCU_Pwr_dig_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_translator_busy_r': 'Read value for attribute RCU_translator_busy_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_version_r': 'Read value for attribute RCU_version_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/recv/1/status': 'Storing Error: mysql_stmt_bind_param() failed, err=Buffer type is not supported',\n",
+ " 'tango://databaseds:10000/lts/recv/1/rcu_id_r': 'Read value for attribute RCU_ID_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/fpga_scrap_r': 'Read value for attribute FPGA_scrap_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/fpga_scrap_rw': 'Read value for attribute FPGA_scrap_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/fpga_temp_r': 'Read value for attribute FPGA_temp_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/fpga_weights_r': 'Read value for attribute FPGA_weights_R has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/fpga_weights_rw': 'Read value for attribute FPGA_weights_RW has not been updated',\n",
+ " 'tango://databaseds:10000/lts/sdp/1/tr_tod_r': 'Read value for attribute TR_tod_R has not been updated'}"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Check errors\n",
+ "err_dict = archiver.get_subscriber_errors()\n",
+ "err_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "4fed6cf4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Attribute Poll Period Archive Period \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 10000 60000 \n",
+ "LTS/RECV/1/ant_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/clk_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_error_r 1000 5000 \n",
+ "LTS/RECV/1/clk_pll_locked_r 1000 5000 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/clk_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_led_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_r 1000 5000 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_band_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led0_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_led1_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_mask_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 1000 5000 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 1000 5000 \n",
+ "LTS/RECV/1/rcu_version_r 1000 5000 \n",
+ "LTS/RECV/1/state 1000 5000 \n",
+ "LTS/RECV/1/status 1000 5000 \n",
+ "LTS/RECV/1/rcu_id_r 1000 10000 \n",
+ "LTS/SDP/1/fpga_scrap_r 1000 5000 \n",
+ "LTS/SDP/1/fpga_scrap_rw 1000 5000 \n",
+ "LTS/SDP/1/fpga_temp_r 1000 5000 \n",
+ "LTS/SDP/1/fpga_weights_r 1000 5000 \n",
+ "LTS/SDP/1/fpga_weights_rw 1000 5000 \n",
+ "LTS/SDP/1/tr_tod_r 1000 5000 \n",
+ "\n",
+ "Attribute Record Freq Failure Freq \n",
+ "----------\n",
+ "LTS/RECV/1/rcu_temperature_r 0.0 1.0 \n",
+ "LTS/RECV/1/ant_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_enable_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_error_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_pll_locked_r 0.0 12.0 \n",
+ "LTS/RECV/1/clk_monitor_rate_rw 10.0 3.0 \n",
+ "LTS/RECV/1/clk_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_beamformer_delays_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_led_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_led_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_lna_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/hba_element_pwr_r 0.0 12.0 \n",
+ "LTS/RECV/1/hba_element_pwr_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_adc_lock_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_attenuator_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_band_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_band_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_i2c_status_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led0_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led0_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_led1_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_led1_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_mask_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_monitor_rate_rw 10.0 3.0 \n",
+ "LTS/RECV/1/rcu_pwr_dig_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_translator_busy_r 0.0 12.0 \n",
+ "LTS/RECV/1/rcu_version_r 0.0 12.0 \n",
+ "LTS/RECV/1/state 13.0 0.0 \n",
+ "LTS/RECV/1/status 0.0 13.0 \n",
+ "LTS/RECV/1/rcu_id_r 0.0 6.0 \n",
+ "LTS/SDP/1/fpga_scrap_r 0.0 12.0 \n",
+ "LTS/SDP/1/fpga_scrap_rw 0.0 12.0 \n",
+ "LTS/SDP/1/fpga_temp_r 0.0 12.0 \n",
+ "LTS/SDP/1/fpga_weights_r 0.0 12.0 \n",
+ "LTS/SDP/1/fpga_weights_rw 0.0 12.0 \n",
+ "LTS/SDP/1/tr_tod_r 0.0 12.0 \n"
+ ]
+ }
+ ],
+ "source": [
+ "# Check frequencies\n",
+ "attrs = archiver.get_subscriber_attributes()\n",
+ "print_periods(attrs)\n",
+ "print()\n",
+ "print_freq(attrs)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "6e495661",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'lts/recv/1/ant_mask_rw'"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Initialise the retriever object and print the archived attributes in the database\n",
+ "retriever = Retriever()\n",
+ "# Attribute chosen to be retrieved\n",
+ "attr_name = 'ant_mask_rw'\n",
+ "attr_fq_name = str(device_name+'/'+attr_name).lower()\n",
+ "attr_fq_name"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "304f50f1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Retrieve records in the last n hours (works even with decimals)\n",
+ "\n",
+ "# Use alternatively one of the following two methods to retrieve data (last n hours or interval)\n",
+ "records= retriever.get_attribute_value_by_hours(attr_fq_name,hours=0.1)\n",
+ "#records = retriever.get_attribute_value_by_interval(attr_fq_name,'2021-09-01 16:00:00', '2021-09-01 16:03:00')\n",
+ "\n",
+ "if not records:\n",
+ " print('Empty result!')\n",
+ "else:\n",
+ " # Convert DB Array records into Python lists\n",
+ " data = build_array_from_record(records,records[0].dim_x_r)\n",
+ " # Extract only the value from the array \n",
+ " array_values = get_values_from_record(data)\n",
+ "\n",
+ "#records\n",
+ "#data\n",
+ "#array_values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "fb2c19f4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[[<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:45.984153',recv_time='2021-10-12 16:11:45.985227',insert_time='2021-10-12 16:11:47.172490',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:45.984153',recv_time='2021-10-12 16:11:45.985227',insert_time='2021-10-12 16:11:47.172490',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:45.984153',recv_time='2021-10-12 16:11:45.985227',insert_time='2021-10-12 16:11:47.172490',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:50.983968',recv_time='2021-10-12 16:11:50.985012',insert_time='2021-10-12 16:11:54.941481',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:50.983968',recv_time='2021-10-12 16:11:50.985012',insert_time='2021-10-12 16:11:54.941481',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:50.983968',recv_time='2021-10-12 16:11:50.985012',insert_time='2021-10-12 16:11:54.941481',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:55.984188',recv_time='2021-10-12 16:11:55.985084',insert_time='2021-10-12 16:11:58.436198',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:55.984188',recv_time='2021-10-12 16:11:55.985084',insert_time='2021-10-12 16:11:58.436198',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:11:55.984188',recv_time='2021-10-12 16:11:55.985084',insert_time='2021-10-12 16:11:58.436198',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:00.984500',recv_time='2021-10-12 16:12:00.985745',insert_time='2021-10-12 16:12:02.161066',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:00.984500',recv_time='2021-10-12 16:12:00.985745',insert_time='2021-10-12 16:12:02.161066',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:00.984500',recv_time='2021-10-12 16:12:00.985745',insert_time='2021-10-12 16:12:02.161066',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:05.984549',recv_time='2021-10-12 16:12:05.985632',insert_time='2021-10-12 16:12:07.162031',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:05.984549',recv_time='2021-10-12 16:12:05.985632',insert_time='2021-10-12 16:12:07.162031',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:05.984549',recv_time='2021-10-12 16:12:05.985632',insert_time='2021-10-12 16:12:07.162031',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:10.984455',recv_time='2021-10-12 16:12:10.985558',insert_time='2021-10-12 16:12:13.614716',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:10.984455',recv_time='2021-10-12 16:12:10.985558',insert_time='2021-10-12 16:12:13.614716',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:10.984455',recv_time='2021-10-12 16:12:10.985558',insert_time='2021-10-12 16:12:13.614716',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:15.984749',recv_time='2021-10-12 16:12:15.985754',insert_time='2021-10-12 16:12:17.710957',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:15.984749',recv_time='2021-10-12 16:12:15.985754',insert_time='2021-10-12 16:12:17.710957',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:15.984749',recv_time='2021-10-12 16:12:15.985754',insert_time='2021-10-12 16:12:17.710957',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:20.984437',recv_time='2021-10-12 16:12:20.985426',insert_time='2021-10-12 16:12:22.179278',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:20.984437',recv_time='2021-10-12 16:12:20.985426',insert_time='2021-10-12 16:12:22.179278',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:20.984437',recv_time='2021-10-12 16:12:20.985426',insert_time='2021-10-12 16:12:22.179278',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:25.984240',recv_time='2021-10-12 16:12:25.985322',insert_time='2021-10-12 16:12:27.121467',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:25.984240',recv_time='2021-10-12 16:12:25.985322',insert_time='2021-10-12 16:12:27.121467',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:25.984240',recv_time='2021-10-12 16:12:25.985322',insert_time='2021-10-12 16:12:27.121467',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:30.984213',recv_time='2021-10-12 16:12:30.985970',insert_time='2021-10-12 16:12:32.143646',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:30.984213',recv_time='2021-10-12 16:12:30.985970',insert_time='2021-10-12 16:12:32.143646',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:30.984213',recv_time='2021-10-12 16:12:30.985970',insert_time='2021-10-12 16:12:32.143646',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:35.984194',recv_time='2021-10-12 16:12:35.985136',insert_time='2021-10-12 16:12:37.105945',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:35.984194',recv_time='2021-10-12 16:12:35.985136',insert_time='2021-10-12 16:12:37.105945',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:35.984194',recv_time='2021-10-12 16:12:35.985136',insert_time='2021-10-12 16:12:37.105945',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:40.984436',recv_time='2021-10-12 16:12:40.985560',insert_time='2021-10-12 16:12:42.131690',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:40.984436',recv_time='2021-10-12 16:12:40.985560',insert_time='2021-10-12 16:12:42.131690',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:40.984436',recv_time='2021-10-12 16:12:40.985560',insert_time='2021-10-12 16:12:42.131690',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:45.984915',recv_time='2021-10-12 16:12:45.986000',insert_time='2021-10-12 16:12:47.175174',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:45.984915',recv_time='2021-10-12 16:12:45.986000',insert_time='2021-10-12 16:12:47.175174',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:45.984915',recv_time='2021-10-12 16:12:45.986000',insert_time='2021-10-12 16:12:47.175174',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:50.984633',recv_time='2021-10-12 16:12:50.985512',insert_time='2021-10-12 16:12:53.057782',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:50.984633',recv_time='2021-10-12 16:12:50.985512',insert_time='2021-10-12 16:12:53.057782',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:50.984633',recv_time='2021-10-12 16:12:50.985512',insert_time='2021-10-12 16:12:53.057782',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:55.984062',recv_time='2021-10-12 16:12:55.985186',insert_time='2021-10-12 16:12:57.789312',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:55.984062',recv_time='2021-10-12 16:12:55.985186',insert_time='2021-10-12 16:12:57.789312',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:12:55.984062',recv_time='2021-10-12 16:12:55.985186',insert_time='2021-10-12 16:12:57.789312',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:00.984010',recv_time='2021-10-12 16:13:00.985004',insert_time='2021-10-12 16:13:02.085417',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:00.984010',recv_time='2021-10-12 16:13:00.985004',insert_time='2021-10-12 16:13:02.085417',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:00.984010',recv_time='2021-10-12 16:13:00.985004',insert_time='2021-10-12 16:13:02.085417',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:05.984656',recv_time='2021-10-12 16:13:05.985886',insert_time='2021-10-12 16:13:07.114881',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:05.984656',recv_time='2021-10-12 16:13:05.985886',insert_time='2021-10-12 16:13:07.114881',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:05.984656',recv_time='2021-10-12 16:13:05.985886',insert_time='2021-10-12 16:13:07.114881',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:10.983994',recv_time='2021-10-12 16:13:10.984868',insert_time='2021-10-12 16:13:13.955591',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:10.983994',recv_time='2021-10-12 16:13:10.984868',insert_time='2021-10-12 16:13:13.955591',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:10.983994',recv_time='2021-10-12 16:13:10.984868',insert_time='2021-10-12 16:13:13.955591',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:15.984364',recv_time='2021-10-12 16:13:15.985187',insert_time='2021-10-12 16:13:17.261063',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:15.984364',recv_time='2021-10-12 16:13:15.985187',insert_time='2021-10-12 16:13:17.261063',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:15.984364',recv_time='2021-10-12 16:13:15.985187',insert_time='2021-10-12 16:13:17.261063',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:20.984283',recv_time='2021-10-12 16:13:20.985476',insert_time='2021-10-12 16:13:22.137614',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:20.984283',recv_time='2021-10-12 16:13:20.985476',insert_time='2021-10-12 16:13:22.137614',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:20.984283',recv_time='2021-10-12 16:13:20.985476',insert_time='2021-10-12 16:13:22.137614',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:25.984392',recv_time='2021-10-12 16:13:25.985198',insert_time='2021-10-12 16:13:32.429251',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:25.984392',recv_time='2021-10-12 16:13:25.985198',insert_time='2021-10-12 16:13:32.429251',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:25.984392',recv_time='2021-10-12 16:13:25.985198',insert_time='2021-10-12 16:13:32.429251',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:30.984191',recv_time='2021-10-12 16:13:30.985085',insert_time='2021-10-12 16:13:32.691181',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:30.984191',recv_time='2021-10-12 16:13:30.985085',insert_time='2021-10-12 16:13:32.691181',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:30.984191',recv_time='2021-10-12 16:13:30.985085',insert_time='2021-10-12 16:13:32.691181',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:35.984482',recv_time='2021-10-12 16:13:35.985543',insert_time='2021-10-12 16:13:36.243490',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:35.984482',recv_time='2021-10-12 16:13:35.985543',insert_time='2021-10-12 16:13:36.243490',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:35.984482',recv_time='2021-10-12 16:13:35.985543',insert_time='2021-10-12 16:13:36.243490',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:40.984427',recv_time='2021-10-12 16:13:40.985152',insert_time='2021-10-12 16:13:42.666220',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:40.984427',recv_time='2021-10-12 16:13:40.985152',insert_time='2021-10-12 16:13:42.666220',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:40.984427',recv_time='2021-10-12 16:13:40.985152',insert_time='2021-10-12 16:13:42.666220',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:45.984380',recv_time='2021-10-12 16:13:45.985301',insert_time='2021-10-12 16:13:45.987537',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:45.984380',recv_time='2021-10-12 16:13:45.985301',insert_time='2021-10-12 16:13:45.987537',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:45.984380',recv_time='2021-10-12 16:13:45.985301',insert_time='2021-10-12 16:13:45.987537',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:50.984643',recv_time='2021-10-12 16:13:50.985563',insert_time='2021-10-12 16:13:50.987682',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:50.984643',recv_time='2021-10-12 16:13:50.985563',insert_time='2021-10-12 16:13:50.987682',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:50.984643',recv_time='2021-10-12 16:13:50.985563',insert_time='2021-10-12 16:13:50.987682',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:55.983973',recv_time='2021-10-12 16:13:55.984880',insert_time='2021-10-12 16:13:55.986907',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:55.983973',recv_time='2021-10-12 16:13:55.984880',insert_time='2021-10-12 16:13:55.986907',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:13:55.983973',recv_time='2021-10-12 16:13:55.984880',insert_time='2021-10-12 16:13:55.986907',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:00.984719',recv_time='2021-10-12 16:14:00.985552',insert_time='2021-10-12 16:14:03.021740',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:00.984719',recv_time='2021-10-12 16:14:00.985552',insert_time='2021-10-12 16:14:03.021740',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:00.984719',recv_time='2021-10-12 16:14:00.985552',insert_time='2021-10-12 16:14:03.021740',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:05.984695',recv_time='2021-10-12 16:14:05.985635',insert_time='2021-10-12 16:14:05.989173',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:05.984695',recv_time='2021-10-12 16:14:05.985635',insert_time='2021-10-12 16:14:05.989173',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:05.984695',recv_time='2021-10-12 16:14:05.985635',insert_time='2021-10-12 16:14:05.989173',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:10.984766',recv_time='2021-10-12 16:14:10.988322',insert_time='2021-10-12 16:14:10.991811',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:10.984766',recv_time='2021-10-12 16:14:10.988322',insert_time='2021-10-12 16:14:10.991811',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:10.984766',recv_time='2021-10-12 16:14:10.988322',insert_time='2021-10-12 16:14:10.991811',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:15.984611',recv_time='2021-10-12 16:14:15.985512',insert_time='2021-10-12 16:14:15.987666',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:15.984611',recv_time='2021-10-12 16:14:15.985512',insert_time='2021-10-12 16:14:15.987666',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:15.984611',recv_time='2021-10-12 16:14:15.985512',insert_time='2021-10-12 16:14:15.987666',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:20.984560',recv_time='2021-10-12 16:14:20.985450',insert_time='2021-10-12 16:14:20.988027',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:20.984560',recv_time='2021-10-12 16:14:20.985450',insert_time='2021-10-12 16:14:20.988027',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:20.984560',recv_time='2021-10-12 16:14:20.985450',insert_time='2021-10-12 16:14:20.988027',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:25.984529',recv_time='2021-10-12 16:14:25.985516',insert_time='2021-10-12 16:14:28.424397',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:25.984529',recv_time='2021-10-12 16:14:25.985516',insert_time='2021-10-12 16:14:28.424397',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:25.984529',recv_time='2021-10-12 16:14:25.985516',insert_time='2021-10-12 16:14:28.424397',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:30.984777',recv_time='2021-10-12 16:14:30.985744',insert_time='2021-10-12 16:14:30.987772',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:30.984777',recv_time='2021-10-12 16:14:30.985744',insert_time='2021-10-12 16:14:30.987772',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:30.984777',recv_time='2021-10-12 16:14:30.985744',insert_time='2021-10-12 16:14:30.987772',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.039585',recv_time='2021-10-12 16:14:37.041323',insert_time='2021-10-12 16:14:37.273810',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.039585',recv_time='2021-10-12 16:14:37.041323',insert_time='2021-10-12 16:14:37.273810',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.039585',recv_time='2021-10-12 16:14:37.041323',insert_time='2021-10-12 16:14:37.273810',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.985042',recv_time='2021-10-12 16:14:37.985943',insert_time='2021-10-12 16:14:37.988002',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.985042',recv_time='2021-10-12 16:14:37.985943',insert_time='2021-10-12 16:14:37.988002',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:37.985042',recv_time='2021-10-12 16:14:37.985943',insert_time='2021-10-12 16:14:37.988002',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:41.984482',recv_time='2021-10-12 16:14:41.985286',insert_time='2021-10-12 16:14:41.987331',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:41.984482',recv_time='2021-10-12 16:14:41.985286',insert_time='2021-10-12 16:14:41.987331',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:41.984482',recv_time='2021-10-12 16:14:41.985286',insert_time='2021-10-12 16:14:41.987331',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:46.983903',recv_time='2021-10-12 16:14:46.984621',insert_time='2021-10-12 16:14:46.986645',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:46.983903',recv_time='2021-10-12 16:14:46.984621',insert_time='2021-10-12 16:14:46.986645',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:46.983903',recv_time='2021-10-12 16:14:46.984621',insert_time='2021-10-12 16:14:46.986645',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:51.985363',recv_time='2021-10-12 16:14:51.988993',insert_time='2021-10-12 16:14:51.996470',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:51.985363',recv_time='2021-10-12 16:14:51.988993',insert_time='2021-10-12 16:14:51.996470',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:51.985363',recv_time='2021-10-12 16:14:51.988993',insert_time='2021-10-12 16:14:51.996470',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:56.983913',recv_time='2021-10-12 16:14:56.984669',insert_time='2021-10-12 16:14:56.986431',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:56.983913',recv_time='2021-10-12 16:14:56.984669',insert_time='2021-10-12 16:14:56.986431',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:14:56.983913',recv_time='2021-10-12 16:14:56.984669',insert_time='2021-10-12 16:14:56.986431',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:01.984158',recv_time='2021-10-12 16:15:01.985027',insert_time='2021-10-12 16:15:01.987260',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:01.984158',recv_time='2021-10-12 16:15:01.985027',insert_time='2021-10-12 16:15:01.987260',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:01.984158',recv_time='2021-10-12 16:15:01.985027',insert_time='2021-10-12 16:15:01.987260',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:06.984749',recv_time='2021-10-12 16:15:06.985475',insert_time='2021-10-12 16:15:10.684370',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:06.984749',recv_time='2021-10-12 16:15:06.985475',insert_time='2021-10-12 16:15:10.684370',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:06.984749',recv_time='2021-10-12 16:15:06.985475',insert_time='2021-10-12 16:15:10.684370',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:09.984143',recv_time='2021-10-12 16:15:10.724971',insert_time='2021-10-12 16:15:10.939773',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:09.984143',recv_time='2021-10-12 16:15:10.724971',insert_time='2021-10-12 16:15:10.939773',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:09.984143',recv_time='2021-10-12 16:15:10.724971',insert_time='2021-10-12 16:15:10.939773',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:11.984527',recv_time='2021-10-12 16:15:11.985832',insert_time='2021-10-12 16:15:11.987864',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:11.984527',recv_time='2021-10-12 16:15:11.985832',insert_time='2021-10-12 16:15:11.987864',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:11.984527',recv_time='2021-10-12 16:15:11.985832',insert_time='2021-10-12 16:15:11.987864',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:16.984401',recv_time='2021-10-12 16:15:16.985325',insert_time='2021-10-12 16:15:16.987491',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:16.984401',recv_time='2021-10-12 16:15:16.985325',insert_time='2021-10-12 16:15:16.987491',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:16.984401',recv_time='2021-10-12 16:15:16.985325',insert_time='2021-10-12 16:15:16.987491',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:21.984689',recv_time='2021-10-12 16:15:21.987848',insert_time='2021-10-12 16:15:21.995639',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:21.984689',recv_time='2021-10-12 16:15:21.987848',insert_time='2021-10-12 16:15:21.995639',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:21.984689',recv_time='2021-10-12 16:15:21.987848',insert_time='2021-10-12 16:15:21.995639',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:26.985033',recv_time='2021-10-12 16:15:26.986515',insert_time='2021-10-12 16:15:26.989821',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:26.985033',recv_time='2021-10-12 16:15:26.986515',insert_time='2021-10-12 16:15:26.989821',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:26.985033',recv_time='2021-10-12 16:15:26.986515',insert_time='2021-10-12 16:15:26.989821',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:31.984568',recv_time='2021-10-12 16:15:31.985507',insert_time='2021-10-12 16:15:31.987596',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:31.984568',recv_time='2021-10-12 16:15:31.985507',insert_time='2021-10-12 16:15:31.987596',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:31.984568',recv_time='2021-10-12 16:15:31.985507',insert_time='2021-10-12 16:15:31.987596',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:36.984577',recv_time='2021-10-12 16:15:36.985529',insert_time='2021-10-12 16:15:36.987719',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:36.984577',recv_time='2021-10-12 16:15:36.985529',insert_time='2021-10-12 16:15:36.987719',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:36.984577',recv_time='2021-10-12 16:15:36.985529',insert_time='2021-10-12 16:15:36.987719',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:41.984143',recv_time='2021-10-12 16:15:41.985114',insert_time='2021-10-12 16:15:41.987742',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:41.984143',recv_time='2021-10-12 16:15:41.985114',insert_time='2021-10-12 16:15:41.987742',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:41.984143',recv_time='2021-10-12 16:15:41.985114',insert_time='2021-10-12 16:15:41.987742',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:46.983999',recv_time='2021-10-12 16:15:46.985104',insert_time='2021-10-12 16:15:46.988166',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:46.983999',recv_time='2021-10-12 16:15:46.985104',insert_time='2021-10-12 16:15:46.988166',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:46.983999',recv_time='2021-10-12 16:15:46.985104',insert_time='2021-10-12 16:15:46.988166',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:51.984200',recv_time='2021-10-12 16:15:51.985471',insert_time='2021-10-12 16:15:51.988197',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:51.984200',recv_time='2021-10-12 16:15:51.985471',insert_time='2021-10-12 16:15:51.988197',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:51.984200',recv_time='2021-10-12 16:15:51.985471',insert_time='2021-10-12 16:15:51.988197',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:56.984150',recv_time='2021-10-12 16:15:56.985423',insert_time='2021-10-12 16:15:56.988016',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:56.984150',recv_time='2021-10-12 16:15:56.985423',insert_time='2021-10-12 16:15:56.988016',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:15:56.984150',recv_time='2021-10-12 16:15:56.985423',insert_time='2021-10-12 16:15:56.988016',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:01.984230',recv_time='2021-10-12 16:16:01.985094',insert_time='2021-10-12 16:16:01.987267',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:01.984230',recv_time='2021-10-12 16:16:01.985094',insert_time='2021-10-12 16:16:01.987267',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:01.984230',recv_time='2021-10-12 16:16:01.985094',insert_time='2021-10-12 16:16:01.987267',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:06.983920',recv_time='2021-10-12 16:16:06.984817',insert_time='2021-10-12 16:16:06.986719',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:06.983920',recv_time='2021-10-12 16:16:06.984817',insert_time='2021-10-12 16:16:06.986719',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:06.983920',recv_time='2021-10-12 16:16:06.984817',insert_time='2021-10-12 16:16:06.986719',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:11.984220',recv_time='2021-10-12 16:16:11.985126',insert_time='2021-10-12 16:16:11.986983',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:11.984220',recv_time='2021-10-12 16:16:11.985126',insert_time='2021-10-12 16:16:11.986983',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:11.984220',recv_time='2021-10-12 16:16:11.985126',insert_time='2021-10-12 16:16:11.986983',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:16.983941',recv_time='2021-10-12 16:16:16.984744',insert_time='2021-10-12 16:16:16.986615',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:16.983941',recv_time='2021-10-12 16:16:16.984744',insert_time='2021-10-12 16:16:16.986615',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:16.983941',recv_time='2021-10-12 16:16:16.984744',insert_time='2021-10-12 16:16:16.986615',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:21.984522',recv_time='2021-10-12 16:16:21.985446',insert_time='2021-10-12 16:16:21.987553',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:21.984522',recv_time='2021-10-12 16:16:21.985446',insert_time='2021-10-12 16:16:21.987553',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:21.984522',recv_time='2021-10-12 16:16:21.985446',insert_time='2021-10-12 16:16:21.987553',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:26.984167',recv_time='2021-10-12 16:16:26.985007',insert_time='2021-10-12 16:16:26.986991',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:26.984167',recv_time='2021-10-12 16:16:26.985007',insert_time='2021-10-12 16:16:26.986991',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:26.984167',recv_time='2021-10-12 16:16:26.985007',insert_time='2021-10-12 16:16:26.986991',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:56.984488',recv_time='2021-10-12 16:16:56.985745',insert_time='2021-10-12 16:16:56.987969',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:56.984488',recv_time='2021-10-12 16:16:56.985745',insert_time='2021-10-12 16:16:56.987969',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:16:56.984488',recv_time='2021-10-12 16:16:56.985745',insert_time='2021-10-12 16:16:56.987969',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:01.984591',recv_time='2021-10-12 16:17:01.987665',insert_time='2021-10-12 16:17:01.995973',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:01.984591',recv_time='2021-10-12 16:17:01.987665',insert_time='2021-10-12 16:17:01.995973',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:01.984591',recv_time='2021-10-12 16:17:01.987665',insert_time='2021-10-12 16:17:01.995973',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:06.985081',recv_time='2021-10-12 16:17:06.988687',insert_time='2021-10-12 16:17:06.996786',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:06.985081',recv_time='2021-10-12 16:17:06.988687',insert_time='2021-10-12 16:17:06.996786',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:06.985081',recv_time='2021-10-12 16:17:06.988687',insert_time='2021-10-12 16:17:06.996786',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:11.984285',recv_time='2021-10-12 16:17:11.985949',insert_time='2021-10-12 16:17:11.989505',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:11.984285',recv_time='2021-10-12 16:17:11.985949',insert_time='2021-10-12 16:17:11.989505',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:11.984285',recv_time='2021-10-12 16:17:11.985949',insert_time='2021-10-12 16:17:11.989505',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:16.984731',recv_time='2021-10-12 16:17:16.985852',insert_time='2021-10-12 16:17:16.988141',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:16.984731',recv_time='2021-10-12 16:17:16.985852',insert_time='2021-10-12 16:17:16.988141',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:16.984731',recv_time='2021-10-12 16:17:16.985852',insert_time='2021-10-12 16:17:16.988141',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>],\n",
+ " [<Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:21.983865',recv_time='2021-10-12 16:17:21.985019',insert_time='2021-10-12 16:17:21.987370',idx='0',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:21.983865',recv_time='2021-10-12 16:17:21.985019',insert_time='2021-10-12 16:17:21.987370',idx='1',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>,\n",
+ " <Array_Boolean_RW(att_conf_id='1',data_time='2021-10-12 16:17:21.983865',recv_time='2021-10-12 16:17:21.985019',insert_time='2021-10-12 16:17:21.987370',idx='2',dim_x_r='3',dim_y_r='32',value_r='1',dim_x_w='3',dim_y_w='32',value_w='1',quality='0',att_error_desc_id='None')>]]"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "eb97ee97",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Attribute lts/recv/1/rcu_temperature_r removed!\n",
+ "Attribute lts/recv/1/clk_enable_pwr_r removed!\n",
+ "Attribute lts/recv/1/clk_i2c_status_r removed!\n",
+ "Attribute lts/recv/1/clk_pll_error_r removed!\n",
+ "Attribute lts/recv/1/clk_pll_locked_r removed!\n",
+ "Attribute lts/recv/1/clk_translator_busy_r removed!\n",
+ "Attribute lts/recv/1/hba_element_beamformer_delays_r removed!\n",
+ "Attribute lts/recv/1/hba_element_led_r removed!\n",
+ "Attribute lts/recv/1/hba_element_lna_pwr_r removed!\n",
+ "Attribute lts/recv/1/hba_element_pwr_r removed!\n",
+ "Attribute lts/recv/1/rcu_adc_lock_r removed!\n",
+ "Attribute lts/recv/1/rcu_attenuator_r removed!\n",
+ "Attribute lts/recv/1/rcu_band_r removed!\n",
+ "Attribute lts/recv/1/rcu_i2c_status_r removed!\n",
+ "Attribute lts/recv/1/rcu_led0_r removed!\n",
+ "Attribute lts/recv/1/rcu_led1_r removed!\n",
+ "Attribute lts/recv/1/rcu_pwr_dig_r removed!\n",
+ "Attribute lts/recv/1/rcu_translator_busy_r removed!\n",
+ "Attribute lts/recv/1/rcu_version_r removed!\n",
+ "Attribute lts/recv/1/rcu_id_r removed!\n",
+ "Attribute lts/recv/1/status removed!\n",
+ "Attribute lts/sdp/1/fpga_scrap_r removed!\n",
+ "Attribute lts/sdp/1/fpga_scrap_rw removed!\n",
+ "Attribute lts/sdp/1/fpga_weights_r removed!\n",
+ "Attribute lts/sdp/1/fpga_weights_rw removed!\n"
+ ]
+ }
+ ],
+ "source": [
+ "#archiver.remove_attribute_from_archiver('lts/recv/1/rcu_temperature_r')\n",
+ "archiver.remove_attributes_in_error()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "a554cff4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "d.off()\n",
+ "d2.off()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "71fabd37",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "StationControl",
+ "language": "python",
+ "name": "stationcontrol"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}