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Cao, Martin
quality-kpi
Commits
897c9db5
Commit
897c9db5
authored
2 years ago
by
Richter, Manuela
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updated code style regarding flake8 comments
parent
76b78c71
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trial_json.py
+82
-48
82 additions, 48 deletions
trial_json.py
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897c9db5
# -*- coding: utf-8 -*-
"""
Created on Thu May 5 17:27:38 2022
Created on Thu May 5 17:27:38 2022
.
@author: Richter
testfile for operating with json-files
"""
#%% import moduls
#
%% import moduls
import
json
import
numpy
as
np
#
import numpy as np
import
pandas
as
pd
import
h5py
as
h5
# import h5py as h5
# %% define functions
#%% define functions
def
findkeys
(
node
,
kv
):
'''
https://stackoverflow.com/questions/9807634/find-all-occurrences-of-a-key-in-nested-dictionaries-and-lists
"""
https://stackoverflow.com/questions/9807634/find-all-occurrences-of-a-key-in-nested-dictionaries-and-lists
.
Parameters
----------
...
...
@@ -30,46 +32,84 @@ def findkeys(node, kv):
TYPE
DESCRIPTION.
'''
"""
if
isinstance
(
node
,
list
):
for
i
in
node
:
for
x
in
findkeys
(
i
,
kv
):
yield
x
yield
x
elif
isinstance
(
node
,
dict
):
if
kv
in
node
:
yield
node
[
kv
]
for
j
in
node
.
values
():
for
x
in
findkeys
(
j
,
kv
):
yield
x
def
find_attribut
(
data
,
attribut
):
name_pump
=
list
(
findkeys
(
data
,
"
Name
"
))
efficiency_pump
=
list
(
findkeys
(
data
,
attribut
))
#print("Die Pumpe",name_pump[0],"besitzt den Wirkungsgrad", efficiency_pump[0])
return
name_pump
,
efficiency_pump
def
find_attribut
(
data
,
attribut
):
"""
Find attribute of .
----------
data : TYPE
DESCRIPTION.
attribut : TYPE
DESCRIPTION.
Returns
-------
name_pump : TYPE
DESCRIPTION.
efficiency_pump : TYPE
DESCRIPTION.
"""
name_pump
=
list
(
findkeys
(
data
,
"
Name
"
))
efficiency_pump
=
list
(
findkeys
(
data
,
attribut
))
# print("Die Pumpe",name_pump[0],"besitzt den Wirkungsgrad", efficiency_pump[0])
return
name_pump
,
efficiency_pump
def
calculate_efficiency
(
eta_1
,
eta_2
):
"""
Parameters.
----------
eta_1 : TYPE
DESCRIPTION.
eta_2 : TYPE
DESCRIPTION.
Returns
-------
eta : TYPE
DESCRIPTION.
"""
eta
=
eta_1
*
eta_2
return
eta
#%% main script
with
open
(
"
test_data.json
"
,
"
r+
"
)
as
file
:
# %% main script
with
open
(
"
test_data.json
"
,
"
r+
"
)
as
file
:
data
=
json
.
load
(
file
)
a
=
data
.
keys
()
#print(a)
#
print(a)
# read out key - value - pairs
for
i
in
a
:
key
=
data
[
i
]
for
j
in
range
(
0
,
len
(
key
)):
#print(j)
for
j
in
range
(
0
,
len
(
key
)):
#
print(j)
dic
=
key
[
j
]
attrs
=
list
(
dic
.
keys
())
for
x
in
attrs
:
name
=
list
(
findkeys
(
dic
,
x
))
#print("Maschinenart", i, "Das Attribut",x, "hat den Wert", name)
#
print("Maschinenart", i, "Das Attribut",x, "hat den Wert", name)
# find specific data
machine
=
"
Motors
"
...
...
@@ -77,16 +117,16 @@ attribut = "Efficiency"
data_pumps
=
data
[
"
Pumps
"
]
data_motors
=
data
[
"
Motors
"
]
dataset
=
pd
.
DataFrame
()
#pump_1 = data_pumps[0]
#
pump_1 = data_pumps[0]
# Iteration über Attribute einfügen
for
i
in
range
(
0
,
len
(
data_pumps
)):
for
i
in
range
(
0
,
len
(
data_pumps
)):
attr_name
=
list
(
findkeys
(
data_pumps
[
i
],
"
Name
"
))
attr_value
=
list
(
findkeys
(
data_pumps
[
i
],
attribut
))
#attr_name, attr_value = find_attribut(data_pumps[i], attribut)
#efficiency_pump)
print
(
"
Die
"
,
machine
,
attr_name
[
0
],
"
besitzt das Attribut
"
,
attribut
,
"
mit dem Wert
"
,
attr_value
[
0
])
#
attr_name, attr_value = find_attribut(data_pumps[i], attribut)
#
efficiency_pump)
print
(
"
Die
"
,
machine
,
attr_name
[
0
],
"
besitzt das Attribut
"
,
attribut
,
"
mit dem Wert
"
,
attr_value
[
0
])
# multiplicate the pump efficiency with the motor efficiency
...
...
@@ -97,29 +137,23 @@ eta_pumpe_2 = list(findkeys(data["Pumps"][1], "Efficiency"))[0]
count
=
0
#iteration over all pumps and motors
for
p
in
range
(
0
,
len
(
data_pumps
)):
for
m
in
range
(
0
,
len
(
data_motors
)):
eta_pumpe
=
list
(
findkeys
(
data_pumps
[
p
],
attribut
))[
0
]
/
100
eta_motor
=
list
(
findkeys
(
data_motors
[
m
],
attribut
))[
0
]
/
100
#
iteration over all pumps and motors
for
p
in
range
(
0
,
len
(
data_pumps
)):
for
m
in
range
(
0
,
len
(
data_motors
)):
eta_pumpe
=
list
(
findkeys
(
data_pumps
[
p
],
attribut
))[
0
]
/
100
eta_motor
=
list
(
findkeys
(
data_motors
[
m
],
attribut
))[
0
]
/
100
eta_ges
=
calculate_efficiency
(
eta_pumpe
,
eta_motor
)
scenario
=
"
Szenario_
"
+
str
(
count
)
dataset
[
scenario
]
=
[
eta_pumpe
,
eta_motor
,
eta_ges
]
dataset
.
index
=
[
"
eta_pumpe
"
,
"
eta_motor
"
,
"
eta_ges
"
]
count
+=
1
print
(
p
,
m
,
eta_ges
)
#%% store dataframe in hdf5-file
dataset
[
scenario
]
=
[
eta_pumpe
,
eta_motor
,
eta_ges
]
dataset
.
index
=
[
"
eta_pumpe
"
,
"
eta_motor
"
,
"
eta_ges
"
]
count
+=
1
print
(
p
,
m
,
eta_ges
)
#
%% store dataframe in hdf5-file
filename
=
"
example_kpi.h5
"
with
pd
.
HDFStore
(
filename
,
"
a
"
)
as
hdf
:
try
:
dataset
.
to_hdf
(
hdf
,
"
Berechnung
"
)
dataset
.
to_hdf
(
hdf
,
"
Berechnung
"
)
except
ValueError
:
print
(
"
Gruppe existiert bereits.
"
)
with
h5
.
File
(
filename
,
"
a
"
)
as
hdf
:
grp
=
hdf
.
get
(
"
Test
"
)
grp_2
=
hdf
.
get
(
"
Berechnung
"
)
print
(
grp
,
grp_2
)
\ No newline at end of file
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