From ce04427ddf48392989765476ea6030ed0bf0fb36 Mon Sep 17 00:00:00 2001
From: Michael Pawelzik <michael.pawelzik@desy.de>
Date: Thu, 3 Aug 2023 17:45:38 +0200
Subject: [PATCH] - PostPlot Results of last successful sweep - replace
TestData for PorstPlot with data of last successful sweep - error handling
class for datalogger almemo 710 and almemo 2490 - loop for multiple request
of sensor data removed because included in erro handling of class for data
logger - update of test data update play files for single work with data
logger
---
..._07_29-15_38_40_results_25.0deg_55.0rh.csv | 108 ------
..._07_29-15_38_40_results_30.0deg_55.0rh.csv | 162 ---------
..._07_29-15_38_40_results_25.0deg_55.0rh.pdf | Bin 39055 -> 0 bytes
..._07_29-15_38_40_results_30.0deg_55.0rh.pdf | Bin 41623 -> 0 bytes
.../AnalysisPlots/Full_Transistion.pdf | Bin 42344 -> 0 bytes
..._07_29-15_38_40_results_25.0deg_55.0rh.pdf | Bin 37545 -> 0 bytes
..._07_29-15_38_40_results_30.0deg_55.0rh.pdf | Bin 39636 -> 0 bytes
.../PostPlots/Full_Transistion.pdf | Bin 42503 -> 0 bytes
Python_script/almemo2490.py | 340 +++++++++---------
Python_script/almemo710.py | 293 +++++++--------
..._07_29-15_38_40_results_25.0deg_55.0rh.csv | 108 ------
..._07_29-15_38_40_results_30.0deg_55.0rh.csv | 162 ---------
.../2023_07_29-15_38_40_results_analysis.pdf | Bin 15108 -> 0 bytes
.../2023_07_29-15_38_40_results_graph.pdf | Bin 40697 -> 0 bytes
..._07_29-15_38_40_results_25.0deg_55.0rh.pdf | Bin 37571 -> 0 bytes
..._07_29-15_38_40_results_30.0deg_55.0rh.pdf | Bin 39551 -> 0 bytes
.../Plots/FullTransistion.pdf | Bin 42263 -> 0 bytes
..._07_31-16_56_02_results_25.0deg_55.0rh.pdf | Bin 0 -> 72065 bytes
..._07_31-16_56_02_results_30.0deg_55.0rh.pdf | Bin 0 -> 72272 bytes
.../PostPlots/FullTransistion.pdf | Bin 0 -> 103012 bytes
Python_script/play_with_almemo710.py | 4 +-
Python_script/prototype.py | 19 +-
22 files changed, 329 insertions(+), 867 deletions(-)
delete mode 100644 Python_script/TestData_JBY240/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
delete mode 100644 Python_script/TestData_JBY240/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
delete mode 100644 Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf
delete mode 100644 Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf
delete mode 100644 Python_script/TestData_JBY240/AnalysisPlots/Full_Transistion.pdf
delete mode 100644 Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf
delete mode 100644 Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf
delete mode 100644 Python_script/TestData_JBY240/PostPlots/Full_Transistion.pdf
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_analysis.pdf
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_graph.pdf
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/Plots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/Plots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf
delete mode 100644 Python_script/measurements/2023_07_29-15_38_40_results/Plots/FullTransistion.pdf
create mode 100644 Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_25.0deg_55.0rh.pdf
create mode 100644 Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_30.0deg_55.0rh.pdf
create mode 100644 Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/FullTransistion.pdf
diff --git a/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv b/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
deleted file mode 100644
index 2bcecc5..0000000
--- a/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
+++ /dev/null
@@ -1,108 +0,0 @@
-TIMESTAMP,TARGET_TEMPERATURE,READBACK_TEMPERATURE,TARGET_HUMIDITY,READBACK_HUMIDITY,RF_POWER,RF_FREQUENCY,DUT_IDENTIFIER,RUN_ID,EQUILIBRIUM_INDICATOR,TEMP_HEATER,HUM_HEATER,TEMP_DUT,TEMP_ROOM,TEMP_MEAS_INSTR,HUM_DUT,HUM_ROOM,HUM_MEAS_INSTR,AIR_PRESS_ROOM,READBACK_TEMP_MEAS_INSTR,READBACK_HUM_MEAS_INSTR,S11_MAGNITUDE,S11_PHASE,S12_MAGNITUDE,S12_PHASE,S21_MAGNITUDE,S21_PHASE,S22_MAGNITUDE,S22_PHASE
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diff --git a/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv b/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
deleted file mode 100644
index 122440f..0000000
--- a/Python_script/TestData_JBY240/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
+++ /dev/null
@@ -1,162 +0,0 @@
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diff --git a/Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf b/Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf
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diff --git a/Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf b/Python_script/TestData_JBY240/AnalysisPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf
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diff --git a/Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf b/Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_25.0deg_55.0rh.pdf
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diff --git a/Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf b/Python_script/TestData_JBY240/PostPlots/2023_07_29-15_38_40_results_30.0deg_55.0rh.pdf
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diff --git a/Python_script/almemo2490.py b/Python_script/almemo2490.py
index a240e78..853190b 100644
--- a/Python_script/almemo2490.py
+++ b/Python_script/almemo2490.py
@@ -7,7 +7,7 @@ Some parts have been copied from uros mavric and then they have been modified fo
#### SYNTAX FOR CALLING CLASS OBJECTS ########################################
-Look into module play_with_almemo710.py
+Look into module play_with_almemo2490.py
##############################################################################
"""
@@ -22,32 +22,107 @@ import pandas as pd
import numpy as np
import socket
import traceback
+from functools import wraps
+
+
+# python class for error handling of almemo 2490
+class err_hdl(Exception):
+
+ # function for retry decorate object in case of exception
+ def do_retry(ExceptionToCheck = Exception, tries=4, delay=3, backoff=2, default_response = None):
+ """Retry calling the decorated function using an backoff and defaults for return
+
+ original from: http://wiki.python.org/moin/PythonDecoratorLibrary#Retry
+ several lines of code have been modified for functionality
+
+ :param ExceptionToCheck: the exception to check. may be a tuple of
+ exceptions to check
+ :type ExceptionToCheck: Exception or tuple
+ :param tries: number of times to try (not retry) before giving up
+ :type tries: int
+ :param delay: initial delay between retries in seconds
+ :type delay: int
+ :param backoff: backoff multiplier e.g. value of 2 will double the delay
+ each retry
+ :param default response: default values to return if all tries fail
+ : type default response: Value or tuple
+
+ """
+ def decorator_retry(function):
+
+ @wraps(function)
+ def function_retry(*args, **kwargs):
+
+ mtries, mdelay = tries, delay
+ while mtries > 0:
+ try:
+ return function(*args, **kwargs)
+ except ExceptionToCheck:
+ print("Error occured in %s,'Retrying in %d seconds" %(function.__name__, mdelay))
+ time.sleep(mdelay)
+ mtries -= 1
+ mdelay += backoff
+ print('maximum number of retries [%d] reached\nfunction: %s\nmodule: %s' \
+ % (tries, function.__name__,function.__module__))
+
+
+ return default_response
+
+ return function_retry # true decorator
+
+ return decorator_retry
+
+ # function for handle exception
+ def do_handle_exceptions(ExceptionToCheck = Exception, default_response = None):
+
+ """ error calling the decorated function using defaults for return
+ original from:
+ https://www.3resource.com/python-excercises/decorator/python-decorator-exercise-9.php
+
+ several lines of code have been modified for functionality
+ :param ExceptionToCheck: the exception to check. may be a tuple of
+ exceptions to check
+ :type ExceptionToCheck: Exception or tuple
+ :param default response: default values to return if all tries fail
+ : type default response: Value or tuple
+
+ """
+ def exception_decorator(function):
+
+ def function_handle_exception(self, *args, **kwargs):
+
+ try:
+ return function(self, *args, **kwargs)
+
+ except ExceptionToCheck as e:
+
+ print(str(type(e).__name__) + " occured in:\nfunction: %s\nmodule: %s" \
+ % (function.__name__,function.__module__))
+ print(traceback.print_tb(e.__traceback__))
+
+ return default_response
+
+ return function_handle_exception
+ return exception_decorator
class almemo2490:
# constructor of class
- def __init__(self, ip = '192.168.115.94', timeout = 10):
+ def __init__(self, ip = '192.168.115.44', timeout = 10):
# set class variabel with ip adress given in parameter list of constructor
self.ip_adress = ip
# set class variable with timeout value given in parameter list of constructor
self.timeout = timeout
-
- # error handling if device is not acessable on network
- # raise Keyboard Interrupt if connecting fails
- try:
- # open telenet connection to ALMEMO 710
- self.tn = Telnet(self.ip_adress, 10001, timeout)
-
- except socket.timeout:
- print("Exception occurred accessing ALMEMO 710 via Telnet\n")
- raise KeyboardInterrupt
+
+ # open telenet connection to ALMEMO 2490
+ self.tn = self.open_connection()
# create data frame for measurment buffer to store parameter and measured
- # properties of connected sensors to ALMEMO 710
+ # properties of connected sensors to ALMEMO 2490
self.meas_buffer = pd.DataFrame(columns = ['meas_date','meas_time', 'sens_port', \
'sens_channel', 'meas_val', 'channel_unit', \
'channel_name'])
@@ -56,22 +131,28 @@ class almemo2490:
"""
##### commands are echoed. Will cause conflicts in communication and there it is obmitted ####
- # write function to send commands to ALMEMO 710 that do not send a
+ # write function to send commands to ALMEMO 2490 that do not send a
# response
def write(self, cmd_str, wait_time = 0.5):
- # send command to ALMEMO 710
+ # send command to ALMEMO 2490
self.tn.write(bytes(cmd_str, encoding = 'utf8') + b'\r')
# wait
time.sleep(wait_time)
"""
+ @err_hdl.do_retry(tries=5, delay=1, backoff=3)
+ def open_connection(self):
+
+ return Telnet(self.ip_adress, 10001, self.timeout)
+
- # query function to send a command to almemo 710 and
+ # query function to send a command to almemo 2490 and
# return the response to the command
+
def query(self, cmd_str, wait_time = 0.5):
- # send request to ALMEMO 710 encode UTF8 with CR
+ # send request to ALMEMO 2490 encode UTF8 with CR
self.tn.write(bytes(cmd_str, encoding = 'utf8') + b'\r')
# wait
@@ -89,7 +170,8 @@ class almemo2490:
return decoded_read_buffer
- # method to set date of ALMEMO 710
+ # method to set date of ALMEMO 2490
+ @err_hdl.do_handle_exceptions()
def set_date(self):
# request date from operating system
@@ -105,7 +187,8 @@ class almemo2490:
- # method to set time of ALMEMO 710
+ # method to set time of ALMEMO 2490
+ @err_hdl.do_handle_exceptions()
def set_time(self):
# request date from operating system
@@ -120,59 +203,41 @@ class almemo2490:
self.query(cmd_str)
- # method to get actual date from ALMEMO 710
+ # method to get actual date from ALMEMO 2490
+ @err_hdl.do_handle_exceptions(default_response = "01.01.1970")
def get_date(self):
- # request date from ALMEMO 710
+ # request date from ALMEMO 2490
read_buffer = self.query('P13')
# search date string in reply to command P13
# date alway has the following format: xx.xx.xx where x is within [0-9]
# get time out of read buffer and strip white space characters
- try:
- date = re.search(r'([0-9]{2}\.[0-9]{2}\.[0-9]{2})', read_buffer).group(1)
-
- except AttributeError as attr_err:
-
- # set date to 'N/A' if no valid date is returned by device
- date = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
+
+ date = re.search(r'([0-9]{2}\.[0-9]{2}\.[0-9]{2})', read_buffer).group(1)
return date
- # method to get actual actual time from ALMEMO 710
+ # method to get actual actual time from ALMEMO 2490
+ @err_hdl.do_handle_exceptions(default_response = "00:00:00")
def get_time(self):
- # request time from ALMEMO 710
+ # request time from ALMEMO 2490
read_buffer = self.query('P10')
# search time string in reply to command P10
# time alway has the following format: xx:xx:xx where x cis within [0-9]
# get time out of read buffer and strip white space characters
- try:
- time = re.search(r'([0-9]{2}:[0-9]{2}:[0-9]{2})', read_buffer).group(1)
-
- except AttributeError as attr_err:
-
- # set time to 'N/A' if no valid date is returned by device
- time = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
+ time = re.search(r'([0-9]{2}:[0-9]{2}:[0-9]{2})', read_buffer).group(1)
return time
- # method to set channel name of selected channel at ALMEMO 710
+ # method to set channel name of selected channel at ALMEMO 2490
# channel name can be at max 10 characters
# not allowed characters in name are white space charcters and semicolon
# channel numbers <= 9: string, format 'x.x' where x has to be within [0-9]
# channel numbers > 9: string, format 'x.xx' where x has to be within [0-9]
+ @err_hdl.do_handle_exceptions()
def set_channel_name(self, channel, channel_name):
# select channel for modification
@@ -184,7 +249,7 @@ class almemo2490:
# send second part of command for changing channel name + channel name + CR
self.query('$' + channel_name + '\r')
- # call method for requisting channel name from ALMEMO 710
+ # call method for requisting channel name from ALMEMO 2490
read_buffer = self.get_channel_name(channel)
# compare requested channel name an channel name from parameter list
@@ -193,52 +258,39 @@ class almemo2490:
print('setting of channel name has failed')
- # method to get channel name from selected channel at ALMEMO 710
+ # method to get channel name from selected channel at ALMEMO 2490
# channel numbers <= 9: string, format 'x.x' where x has to be within [0-9]
- # channel numbers > 9: string, format 'x.xx' where x has to be within [0-9]
+ # channel numbers > 9: string, format 'x.xx' where x has to be within [0-9]
+ @err_hdl.do_handle_exceptions(default_response = "N/A")
def get_channel_name(self, channel):
# select channel for request of channel name
self.query('M' + channel)
- # send command for requesting channel name to ALMEMO 710
+ # send command for requesting channel name to ALMEMO 2490
read_buffer = self.query('P00')
# search channel name in reply to cammand P00
# name follows after 2$\ in read_buffer
# get name out of read buffer
- try:
- channel_name = re.search(r'([^ ]+ +\r)', read_buffer).group(1)
-
- # strip white space characters
- channel_name = channel_name.strip(' \r')
-
- except AttributeError as attr_err:
-
- # set channel name to 'N/A' if no valid name is returned by device
- channel_name = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
-
+ channel_name = re.search(r'([^ ]+ +\r)', read_buffer).group(1)
return channel_name
# method to request the list of all active measurement channels of all sensors
- # that are connected to ALMEMO 710
+ # that are connected to ALMEMO 2490
# several parameters (channel number, meas_port, channel_unit, channel_name) are
# collected during request an stored in the meas buffer data frame of python class
+ @err_hdl.do_retry(tries=4, delay=3, backoff=3)
def request_sens_channel_list(self):
self.set_meas_output_format('N0')
# send command for requesting the list of all active meas channels of all sensors
- # that are connected to ALMEMO 710
+ # that are connected to ALMEMO 2490
read_buffer = self.query('P15')
# find channel entries in read buffer and add them to a list
@@ -267,25 +319,13 @@ class almemo2490:
for key in search_patterns:
- try:
- # for an channel entry in read buffer parameter is searched in the string,
- # and the stip pattern is removed
- # result of search and strip is stored in dictonary channel params
- channel_params.update({key: re.search(search_patterns[key] ,element).group(1)})
- channel_params.update({key: channel_params[key].strip(strip_patterns[key])})
+
+ # for an channel entry in read buffer parameter is searched in the string,
+ # and the stip pattern is removed
+ # result of search and strip is stored in dictonary channel params
+ channel_params.update({key: re.search(search_patterns[key] ,element).group(1)})
+ channel_params.update({key: channel_params[key].strip(strip_patterns[key])})
- # if search of a parameter fails, default value is set
- # default value: 'N/A'
- # an error message is printed that contains relevant data
- # loop will be continued
- except AttributeError as attr_err:
-
- channel_params.update({key: 'N/A'})
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
# with the information of sens_channel the sensor port is determined
@@ -301,116 +341,76 @@ class almemo2490:
# method to request all measument values for all measurement channels of all sensors
- # that are connected to ALMEMO 710
+ # that are connected to ALMEMO 2490
# if request fails meas_buffer of class is not updated
+ @err_hdl.do_retry(tries=10, delay=3, backoff=3)
def request_meas_vals_all_channels(self, wait_time = 0.5):
# request measured value from all measurment channels of all connected sensor
- # to ALMEMO 710
+ # to ALMEMO 2490
read_buffer = self.query('S1', wait_time)
-
- try:
- # search for line in measurment buffer that start with a 2 numbers
- meas_vals_string = re.search(r'([0-9]{2}[^\s]+)',read_buffer).group(1)
+ # search for line in measurment buffer that start with a 2 numbers
+ meas_vals_string = re.search(r'([0-9]{2}[^\s]+)',read_buffer).group(1)
- # change decimal designator to point if not default
- mod_meas_vals_string = meas_vals_string.replace(',','.')
-
-
- # ALMEMO 710 returns date, time and the measured values for all
- # sensor channels of all connceted sensors.
- # parameters are separated by semicolon, splitted and stored in list format
- meas_param_list = re.findall(r'[^;"]+', mod_meas_vals_string)
-
- # extraction of date from meas_param_list
- date = meas_param_list.pop(0)
- date = date.strip('\"')
-
- # extraction of time from meas_param_list
- time = meas_param_list.pop(0)
- time = time.strip('\"')
-
- # check if extracted date and time have correct format
- datetime.strptime(date, '%d.%m.%y')
- datetime.strptime(time, '%H:%M:%S')
-
- # store date and time of measurement in meas_buffer of class
- self.meas_buffer.loc[:, 'meas_date'] = date
- self.meas_buffer.loc[:, 'meas_time'] = time
+ # change decimal designator to point if not default
+ mod_meas_vals_string = meas_vals_string.replace(',','.')
-
- # after exctraction of date and time meas_vals_list does only contain
- # the measured mavules for all sensor channels
- # convert the measured values now to float
- meas_vals_list = np.array(meas_param_list, dtype = 'float')
-
- # sore measured values for all sensor channels in measurment buffer of class
- self.meas_buffer.loc[:, 'meas_val'] = meas_vals_list
-
- # if no line with measured values is found and error message is
- # printed that contains relevant data
- except AttributeError as att_err:
-
- print(read_buffer)
- print('An error occured during search of meas_vals_string.\n')
- print(traceback.print_tb(att_err.__traceback__))
+ # ALMEMO 2490 returns date, time and the measured values for all
+ # sensor channels of all connceted sensors.
+ # parameters are separated by semicolon, splitted and stored in list format
+ meas_param_list = re.findall(r'[^;"]+', mod_meas_vals_string)
- # if list of measured values is empty an error message is
- # printed that contains relevant data
- except IndexError as ind_err:
-
- print(read_buffer)
- print('List of measured values is empty. Date/time could not' \
- 'be extracted.\n')
- print(traceback.print_tb(ind_err.__traceback__))
+ # extraction of date from meas_param_list
+ date = meas_param_list.pop(0)
+ date = date.strip('\"')
- except ValueError as val_err:
-
- print(read_buffer)
-
- # determine source code which has caused error
- val_err_initiator = traceback.extract_tb(val_err.__traceback__, limit=None)[0].line
-
- # check for date format error
- if 'date' in val_err_initiator:
- print('String does not contain correct format for date\n')
+ # extraction of time from meas_param_list
+ time = meas_param_list.pop(0)
+ time = time.strip('\"')
- # check for time format error and print error message that time format is incorrect
- elif 'time' in val_err_initiator:
- print('String does not contain correct format for time\n')
-
- # print error message that mesured values contain parameter that can not
- # be converted to float
- else:
- print('List with measured values contain parameter that could ' \
- 'not be converted to float\n')
+ # check if extracted date and time have correct format
+ datetime.strptime(date, '%d.%m.%y')
+ datetime.strptime(time, '%H:%M:%S')
+
+ # store date and time of measurement in meas_buffer of class
+ self.meas_buffer.loc[:,'meas_date'] = date
+ self.meas_buffer.loc[:,'meas_time'] = time
+
+
+ # after exctraction of date and time meas_vals_list does only contain
+ # the measured mavules for all sensor channels
+ # convert the measured values now to float
+ meas_vals_list = np.array(meas_param_list, dtype = 'float')
+
+ # sore measured values for all sensor channels in measurment buffer of class
+ self.meas_buffer.loc[:, 'meas_val'] = meas_vals_list
- # print error message with relevant error data
- print(traceback.print_tb(val_err.__traceback__))
# method to set the ouput format for the measured data
- # default option and the only one at ALMEMO 710 is
+ # default option and the only one at ALMEMO 2490 is
# output in table format separated by semicolon
# S1 for request replies the following format:
# date;time;meas value channel 1;meas vale channel 2; ...;meas value channel N
+ @err_hdl.do_handle_exceptions()
def set_meas_output_format(self, output_format = 'N2'):
# send command to set the output format the measured data
self.query (output_format)
# method to the the conversion rate (Measurements per Second)
+ @err_hdl.do_handle_exceptions()
def set_conversion_rate(self, rate = 10):
# create as dictonary with the possible conversion rates and the
# scan time in seconds for the conversion rate
scan_time_dict = dict({10: 0.9, 50: 0.18, 100: 0.09})
- # send command for setting conversion rate to ALMEMO 710
+ # send command for setting conversion rate to ALMEMO 2490
self.query(int(rate))
# fetch scan time for selected conversion rate out of dictonary
@@ -421,6 +421,7 @@ class almemo2490:
# method to fetch parameter for selected channel from measrement buffer of class
# selection possible by channel number of sensor channel or channel name
# if more than one row of channel buffer fits entry can be selected by optional parameter item
+ @err_hdl.do_handle_exceptions(default_response = (pd.Series(), 0))
def fetch_channel_param_from_meas_buffer(self, pattern = '00', index = 0):
# filter rows of data frame that match to selection
@@ -467,10 +468,13 @@ class almemo2490:
# close telenet connection
def close(self):
self.tn.close()
-
- # destructor of class
- def __del__(self):
+
+ def __exit__(self):
self.close()
+
+ # # destructor of class
+ # def __del__(self):
+ # # self.close()
diff --git a/Python_script/almemo710.py b/Python_script/almemo710.py
index a9e1917..8a7e00d 100644
--- a/Python_script/almemo710.py
+++ b/Python_script/almemo710.py
@@ -22,6 +22,89 @@ import pandas as pd
import numpy as np
import socket
import traceback
+from functools import wraps
+
+
+# python class for error handling of almemo 710
+class err_hdl(Exception):
+
+ # function for retry decorate object in case of exception
+ def do_retry(ExceptionToCheck = Exception, tries=4, delay=3, backoff=2, default_response = None):
+ """Retry calling the decorated function using an backoff and defaults for return
+
+ original from: http://wiki.python.org/moin/PythonDecoratorLibrary#Retry
+ several lines of code have been modified for functionality
+
+ :param ExceptionToCheck: the exception to check. may be a tuple of
+ exceptions to check
+ :type ExceptionToCheck: Exception or tuple
+ :param tries: number of times to try (not retry) before giving up
+ :type tries: int
+ :param delay: initial delay between retries in seconds
+ :type delay: int
+ :param backoff: backoff multiplier e.g. value of 2 will double the delay
+ each retry
+ :param default response: default values to return if all tries fail
+ : type default response: Value or tuple
+
+ """
+ def decorator_retry(function):
+
+ @wraps(function)
+ def function_retry(*args, **kwargs):
+
+ mtries, mdelay = tries, delay
+ while mtries > 0:
+ try:
+ return function(*args, **kwargs)
+ except ExceptionToCheck:
+ print("Error occured in %s,'Retrying in %d seconds" %(function.__name__, mdelay))
+ time.sleep(mdelay)
+ mtries -= 1
+ mdelay += backoff
+ print('maximum number of retries [%d] reached\nfunction: %s\nmodule: %s' \
+ % (tries, function.__name__,function.__module__))
+
+
+ return default_response
+
+ return function_retry # true decorator
+
+ return decorator_retry
+
+ # function for handle exception
+ def do_handle_exceptions(ExceptionToCheck = Exception, default_response = None):
+
+ """ error calling the decorated function using defaults for return
+ original from:
+ https://www.3resource.com/python-excercises/decorator/python-decorator-exercise-9.php
+
+ several lines of code have been modified for functionality
+ :param ExceptionToCheck: the exception to check. may be a tuple of
+ exceptions to check
+ :type ExceptionToCheck: Exception or tuple
+ :param default response: default values to return if all tries fail
+ : type default response: Value or tuple
+
+ """
+ def exception_decorator(function):
+
+ def function_handle_exception(self, *args, **kwargs):
+
+ try:
+ return function(self, *args, **kwargs)
+
+ except ExceptionToCheck as e:
+
+ print(str(type(e).__name__) + " occured in:\nfunction: %s\nmodule: %s" \
+ % (function.__name__,function.__module__))
+ print(traceback.print_tb(e.__traceback__))
+
+ return default_response
+
+ return function_handle_exception
+ return exception_decorator
+
class almemo710:
@@ -36,15 +119,8 @@ class almemo710:
# set class variable with timeout value given in parameter list of constructor
self.timeout = timeout
- # error handling if device is not acessable on network
- # raise Keyboard Interrupt if connecting fails
- try:
- # open telenet connection to ALMEMO 710
- self.tn = Telnet(self.ip_adress, 10001, timeout)
-
- except socket.timeout:
- print("Exception occurred accessing ALMEMO 710 via Telnet\n")
- raise KeyboardInterrupt
+ # open telenet connection to ALMEMO 710
+ self.tn = self.open_connection()
# create data frame for measurment buffer to store parameter and measured
# properties of connected sensors to ALMEMO 710
@@ -67,6 +143,11 @@ class almemo710:
time.sleep(wait_time)
"""
+ @err_hdl.do_retry(tries=5, delay=1, backoff=3)
+ def open_connection(self):
+
+ return Telnet(self.ip_adress, 10001, self.timeout)
+
# query function to send a command to almemo 710 and
# return the response to the command
def query(self, cmd_str, wait_time = 0.5):
@@ -90,6 +171,7 @@ class almemo710:
# method to set date of ALMEMO 710
+ @err_hdl.do_handle_exceptions()
def set_date(self):
# request date from operating system
@@ -106,6 +188,7 @@ class almemo710:
# method to set time of ALMEMO 710
+ @err_hdl.do_handle_exceptions()
def set_time(self):
# request date from operating system
@@ -120,7 +203,8 @@ class almemo710:
self.query(cmd_str)
- # method to get actual date from ALMEMO 710
+ # method to get actual date from ALMEMO 710
+ @err_hdl.do_handle_exceptions(default_response = "01.01.1970")
def get_date(self):
# request date from ALMEMO 710
@@ -129,22 +213,13 @@ class almemo710:
# search date string in reply to command P13
# date alway has the following format: xx.xx.xx where x is within [0-9]
# get time out of read buffer and strip white space characters
- try:
- date = re.search(r'([0-9]{2}\.[0-9]{2}\.[0-9]{2})', read_buffer).group(1)
- except AttributeError as attr_err:
-
- # set date to 'N/A' if no valid date is returned by device
- date = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
+ date = re.search(r'([0-9]{2}\.[0-9]{2}\.[0-9]{2})', read_buffer).group()
return date
-
+
# method to get actual actual time from ALMEMO 710
+ @err_hdl.do_handle_exceptions(default_response = "00:00:00")
def get_time(self):
# request time from ALMEMO 710
@@ -153,18 +228,8 @@ class almemo710:
# search time string in reply to command P10
# time alway has the following format: xx:xx:xx where x cis within [0-9]
# get time out of read buffer and strip white space characters
- try:
- time = re.search(r'([0-9]{2}:[0-9]{2}:[0-9]{2})', read_buffer).group(1)
-
- except AttributeError as attr_err:
-
- # set time to 'N/A' if no valid date is returned by device
- time = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
+
+ time = re.search(r'([0-9]{2}:[0-9]{2}:[0-9]{2})', read_buffer).group()
return time
@@ -173,6 +238,7 @@ class almemo710:
# not allowed characters in name are white space charcters and semicolon
# channel numbers <= 9: string, format 'x.x' where x has to be within [0-9]
# channel numbers > 9: string, format 'x.xx' where x has to be within [0-9]
+ @err_hdl.do_handle_exceptions()
def set_channel_name(self, channel, channel_name):
# select channel for modification
@@ -196,6 +262,7 @@ class almemo710:
# method to get channel name from selected channel at ALMEMO 710
# channel numbers <= 9: string, format 'x.x' where x has to be within [0-9]
# channel numbers > 9: string, format 'x.xx' where x has to be within [0-9]
+ @err_hdl.do_handle_exceptions(default_response = "N/A")
def get_channel_name(self, channel):
# select channel for request of channel name
@@ -207,24 +274,11 @@ class almemo710:
# search channel name in reply to cammand P00
# name follows after 2$\ in read_buffer
# get name out of read buffer
- try:
-
- channel_name = re.search(r'(2\$\\[^;]+)', read_buffer).group(1)
-
- # strip white space characters
- channel_name = channel_name.strip(r'(2\$\\)')
+ channel_name = re.search(r'(2\$\\[^;]+)', read_buffer).group()
- except AttributeError as attr_err:
-
- # set channel name to 'N/A' if no valid name is returned by device
- channel_name = 'N/A'
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
+ # strip white space characters
+ channel_name = channel_name.strip(r'(2\$\\)')
-
return channel_name
@@ -232,6 +286,7 @@ class almemo710:
# that are connected to ALMEMO 710
# several parameters (channel number, meas_port, channel_unit, channel_name) are
# collected during request an stored in the meas buffer data frame of python class
+ @err_hdl.do_retry(tries=4, delay=3, backoff=3)
def request_sens_channel_list(self):
# send command for requesting the list of all active meas channels of all sensors
@@ -264,25 +319,12 @@ class almemo710:
for key in search_patterns:
- try:
- # for an channel entry in read buffer parameter is searched in the string,
- # and the stip pattern is removed
- # result of search and strip is stored in dictonary channel params
- channel_params.update({key: re.search(search_patterns[key] ,element).group(1)})
- channel_params.update({key: channel_params[key].strip(strip_patterns[key])})
+ # for an channel entry in read buffer parameter is searched in the string,
+ # and the stip pattern is removed
+ # result of search and strip is stored in dictonary channel params
+ channel_params.update({key: re.search(search_patterns[key] ,element).group(1)})
+ channel_params.update({key: channel_params[key].strip(strip_patterns[key])})
- # if search of a parameter fails, default value is set
- # default value: 'N/A'
- # an error message is printed that contains relevant data
- # loop will be continued
- except AttributeError as attr_err:
-
- channel_params.update({key: 'N/A'})
-
- print(read_buffer)
- print('An error occured during parameter search.' \
- 'Parameter is set to default (N/A)\n')
- print(traceback.print_tb(attr_err.__traceback__))
# with the information of sens_channel the sensor port is determined
# sens_port = 'M' + numbers in front of the point of the measurment channel
@@ -299,90 +341,49 @@ class almemo710:
# method to request all measument values for all measurement channels of all sensors
# that are connected to ALMEMO 710
# if request fails meas_buffer of class is not updated
+
+ @err_hdl.do_retry(tries=10, delay=3, backoff=3)
def request_meas_vals_all_channels(self, wait_time = 0.5):
# request measured value from all measurment channels of all connected sensor
# to ALMEMO 710
read_buffer = self.query('S1', wait_time)
- try:
-
- # search for line in measurment buffer that starts with digit and ends with digit
- meas_vals_string = re.search(r'([0-9].+[0-9])',read_buffer).group(1)
-
- # change decimal designator to point if not default
- mod_meas_vals_string = meas_vals_string.replace(',','.')
-
- # ALMEMO 710 returns date, time and the measured values for all
- # sensor channels of all connceted sensors.
- # parameters are separated by semicolon, splitted and stored in list format
- meas_param_list = mod_meas_vals_string.split(';')
-
- # extraction of date from meas_param_list
- date = meas_param_list.pop(0)
-
- # extraction of time from meas_param_list
- time = meas_param_list.pop(0)
-
-
- # check if extracted date and time have correct format
- datetime.strptime(date, '%d.%m.%y')
- datetime.strptime(time, '%H:%M:%S')
-
- # store date and time of measurement in meas_buffer of class
- self.meas_buffer.loc[:, 'meas_date'] = date
- self.meas_buffer.loc[:, 'meas_time'] = time
-
-
- # after exctraction of date and time meas_vals_list does only contain
- # the measured mavules for all sensor channels
- # convert the measured values now to float
- meas_vals_list = np.array(meas_param_list, dtype = 'float')
-
- # sore measured values for all sensor channels in measurment buffer of class
- self.meas_buffer.loc[:, 'meas_val'] = meas_vals_list
+ # search for line in measurment buffer that starts with digit and ends with digit
+ meas_vals_string = re.search(r'([0-9].+[0-9])',read_buffer).group()
- # if no line with measured values is found and error message is
- # printed that contains relevant data
- except AttributeError as att_err:
-
- print(read_buffer)
- print('An error occured during search of meas_vals_string.\n')
- print(traceback.print_tb(att_err.__traceback__))
+ # change decimal designator to point if not default
+ mod_meas_vals_string = meas_vals_string.replace(',','.')
- # if list of measured values is empty an error message is
- # printed that contains relevant data
- except IndexError as ind_err:
-
- print(read_buffer)
- print('List of measured values is empty. Date/time could not' \
- 'be extracted.\n')
- print(traceback.print_tb(ind_err.__traceback__))
+ # ALMEMO 710 returns date, time and the measured values for all
+ # sensor channels of all connceted sensors.
+ # parameters are separated by semicolon, splitted and stored in list format
+ meas_param_list = mod_meas_vals_string.split(';')
+
+ # extraction of date from meas_param_list
+ date = meas_param_list.pop(0)
+
+ # extraction of time from meas_param_list
+ time = meas_param_list.pop(0)
- except ValueError as val_err:
-
- print(read_buffer)
-
- # determine source code which has caused error
- val_err_initiator = traceback.extract_tb(val_err.__traceback__, limit=None)[0].line
-
- # check for date format error
- if 'date' in val_err_initiator:
- print('String does not contain correct format for date\n')
-
- # check for time format error and print error message that time format is incorrect
- elif 'time' in val_err_initiator:
- print('String does not contain correct format for time\n')
-
- # print error message that mesured values contain parameter that can not
- # be converted to float
- else:
- print('List with measured values contain parameter that could ' \
- 'not be converted to float\n')
- # print error message with relevant error data
- print(traceback.print_tb(val_err.__traceback__))
+ # check if extracted date and time have correct format
+ datetime.strptime(date, '%d.%m.%y')
+ datetime.strptime(time, '%H:%M:%S')
+
+ # store date and time of measurement in meas_buffer of class
+ self.meas_buffer.loc[:,'meas_date'] = date
+ self.meas_buffer.loc[:,'meas_time'] = time
+
+
+ # after exctraction of date and time meas_vals_list does only contain
+ # the measured mavules for all sensor channels
+ # convert the measured values now to float
+ meas_vals_list = np.array(meas_param_list, dtype = 'float')
+
+ # sore measured values for all sensor channels in measurment buffer of class
+ self.meas_buffer.loc[:, 'meas_val'] = meas_vals_list
@@ -391,12 +392,14 @@ class almemo710:
# output in table format separated by semicolon
# S1 for request replies the following format:
# date;time;meas value channel 1;meas vale channel 2; ...;meas value channel N
+ @err_hdl.do_handle_exceptions()
def set_meas_output_format(self, output_format = 'N2'):
# send command to set the output format the measured data
self.query (output_format)
# method to the the conversion rate (Measurements per Second)
+ @err_hdl.do_handle_exceptions()
def set_conversion_rate(self, rate = 10):
# create as dictonary with the possible conversion rates and the
@@ -414,6 +417,7 @@ class almemo710:
# method to fetch parameter for selected channel from measrement buffer of class
# selection possible by channel number of sensor channel or channel name
# if more than one row of channel buffer fits entry can be selected by optional parameter item
+ @err_hdl.do_handle_exceptions(default_response = (pd.Series(), 0))
def fetch_channel_param_from_meas_buffer(self, pattern = '0.0', index = 0):
# filter rows of data frame that match to selection
@@ -455,12 +459,15 @@ class almemo710:
# second parameter that is returned by the method is the number of matches
# that fit to selection criteria
return meas_channel_data, num_matches
-
+
# close telenet connection
def close(self):
self.tn.close()
+ def __exit__(self):
+ self.close()
+
# destructor of class
def __del__(self):
self.close()
@@ -469,5 +476,7 @@ class almemo710:
+
+
\ No newline at end of file
diff --git a/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv b/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
deleted file mode 100644
index 2bcecc5..0000000
--- a/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_25.0deg_55.0rh.csv
+++ /dev/null
@@ -1,108 +0,0 @@
-TIMESTAMP,TARGET_TEMPERATURE,READBACK_TEMPERATURE,TARGET_HUMIDITY,READBACK_HUMIDITY,RF_POWER,RF_FREQUENCY,DUT_IDENTIFIER,RUN_ID,EQUILIBRIUM_INDICATOR,TEMP_HEATER,HUM_HEATER,TEMP_DUT,TEMP_ROOM,TEMP_MEAS_INSTR,HUM_DUT,HUM_ROOM,HUM_MEAS_INSTR,AIR_PRESS_ROOM,READBACK_TEMP_MEAS_INSTR,READBACK_HUM_MEAS_INSTR,S11_MAGNITUDE,S11_PHASE,S12_MAGNITUDE,S12_PHASE,S21_MAGNITUDE,S21_PHASE,S22_MAGNITUDE,S22_PHASE
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diff --git a/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv b/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
deleted file mode 100644
index 122440f..0000000
--- a/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_30.0deg_55.0rh.csv
+++ /dev/null
@@ -1,162 +0,0 @@
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diff --git a/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_analysis.pdf b/Python_script/measurements/2023_07_29-15_38_40_results/2023_07_29-15_38_40_results_analysis.pdf
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diff --git a/Python_script/measurements/2023_07_29-15_38_40_results/Plots/FullTransistion.pdf b/Python_script/measurements/2023_07_29-15_38_40_results/Plots/FullTransistion.pdf
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diff --git a/Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_25.0deg_55.0rh.pdf b/Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_25.0deg_55.0rh.pdf
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diff --git a/Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_30.0deg_55.0rh.pdf b/Python_script/measurements/2023_07_31-16_56_02_results/PostPlots/2023_07_31-16_56_02_results_30.0deg_55.0rh.pdf
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HcmV?d00001
diff --git a/Python_script/play_with_almemo710.py b/Python_script/play_with_almemo710.py
index f624878..ce3c0af 100644
--- a/Python_script/play_with_almemo710.py
+++ b/Python_script/play_with_almemo710.py
@@ -17,7 +17,7 @@ try:
# create object for python class of almemo710
almemo710_obj = almemo710.almemo710(ip='192.168.115.94')
-
+
# set date to catual date
almemo710_obj.set_date()
@@ -39,7 +39,7 @@ try:
# request list of all sensors channels that are currently active
# store this data in data frame of class_object
almemo710_obj.request_sens_channel_list()
-
+
# trigger single measurement an request the measured values for all measurment channels
# of almemo 710
# store measured values in data frame of python class
diff --git a/Python_script/prototype.py b/Python_script/prototype.py
index 2641aa1..6cec69e 100755
--- a/Python_script/prototype.py
+++ b/Python_script/prototype.py
@@ -335,21 +335,10 @@ class Measurements:
time.sleep(1)
iteration+=1
- # loop with 3 Itherations in case of ALMEMO 710 readout error, Michael
- while iteration < 3:
- try:
- # request temperatures, humidities and and air pressure from external sensors, Michael
- temp_dut, temp_room, temp_meas_instr, hum_dut, hum_room, hum_meas_instr, \
- air_press_room = self.get_ext_sensor_values()
- # if readout successfull, leave loop, Michael
- break
- # exception for telnet socket timeout
- except socket.timeout:
-
- print('An error occured during ALMEMO read out')
- # wait one second for next try, Michael
- time.sleep(1)
- iteration+=1
+
+ # request temperatures, humidities and and air pressure from external sensors, Michael
+ temp_dut, temp_room, temp_meas_instr, hum_dut, hum_room, hum_meas_instr, \
+ air_press_room = self.get_ext_sensor_values()
[temp_chamber_meas_instr, hum_chamber_meas_instr, mode_meas_instr, alarms_meas_instr] = \
self.instr_chamber.read_monitor().split(',')
--
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