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industrial-controls
services
dash
Python Dashboard ETL
Commits
50682b78
Commit
50682b78
authored
4 years ago
by
bcopy
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Add support for NXCALS System parameter
parent
aa281afd
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!2
Add support for NXCALS System parameter
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1
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dashetl/etl.py
+10
-10
10 additions, 10 deletions
dashetl/etl.py
with
10 additions
and
10 deletions
dashetl/etl.py
+
10
−
10
View file @
50682b78
...
...
@@ -43,18 +43,18 @@ def timing(f):
return
wrap
@timing
def
build_dataset
(
measurements
,
start_date
,
end_date
):
def
build_dataset
(
measurements
,
start_date
,
end_date
,
nxcals_system
):
global
spark
# Building the query and load data into spark dataframe
winccoaData
_builder
=
DataQuery
.
builder
(
spark
).
byEntities
().
system
(
'
WINCCOA
'
)
\
query
_builder
=
DataQuery
.
builder
(
spark
).
byEntities
().
system
(
nxcals_system
)
\
.
startTime
(
start_date
).
endTime
(
end_date
)
entity
A
lias
Stage
=
None
entity
_a
lias
=
None
for
measurement
in
measurements
:
entity
A
lias
Stage
=
winccoaData
_builder
.
entity
().
keyValue
(
'
variable_name
'
,
measurement
)
if
entity
A
lias
Stage
==
None
:
entity
_a
lias
=
query
_builder
.
entity
().
keyValue
(
'
variable_name
'
,
measurement
)
if
entity
_a
lias
==
None
:
logging
.
warning
(
"
No entity specified, not performing extraction
"
)
return
None
return
entity
A
lias
Stage
.
buildDataset
()
return
entity
_a
lias
.
buildDataset
()
@timing
def
select_and_sort
(
dataset
):
...
...
@@ -72,19 +72,19 @@ def filter(measurement, spark_dataframe ,filter_lambda=None):
return
(
p_dataframe
,
field_columns
)
@timing
def
extraction
(
measurements
,
start_date
,
end_date
,
filter_lambda
=
None
,
tag_lookup_lambda
=
None
,
measurement_lookup_lambda
=
(
lambda
x
:
x
)):
winccoaD
ata
s
et
=
build_dataset
(
measurements
,
start_date
,
end_date
)
def
extraction
(
measurements
,
start_date
,
end_date
,
filter_lambda
=
None
,
tag_lookup_lambda
=
None
,
measurement_lookup_lambda
=
(
lambda
x
:
x
)
,
nxcals_system
=
"
WINCCOA
"
):
d
ata
S
et
=
build_dataset
(
measurements
,
start_date
,
end_date
,
nxcals_system
)
logging
.
warn
(
"
Connecting to INFLUXDB {}@{}:{} DB : {}
"
.
format
(
os
.
environ
.
get
(
"
INFLUXDB_USERNAME
"
),
os
.
environ
.
get
(
"
INFLUXDB_HOST
"
),
os
.
environ
.
get
(
"
INFLUXDB_PORT
"
),
os
.
environ
.
get
(
"
INFLUXDB_DATABASE
"
)))
client
=
DataFrameClient
(
host
=
os
.
environ
.
get
(
"
INFLUXDB_HOST
"
),
port
=
int
(
os
.
environ
.
get
(
"
INFLUXDB_PORT
"
)),
username
=
os
.
environ
.
get
(
"
INFLUXDB_USERNAME
"
),
password
=
os
.
environ
.
get
(
"
INFLUXDB_PASSWORD
"
),
database
=
os
.
environ
.
get
(
"
INFLUXDB_DATABASE
"
),
ssl
=
True
,
verify_ssl
=
False
)
winccoaD
ata
=
select_and_sort
(
winccoaD
ata
s
et
)
d
ata
=
select_and_sort
(
d
ata
S
et
)
for
measurement
in
measurements
:
filter_result
=
filter
(
measurement
,
winccoaD
ata
,
filter_lambda
)
filter_result
=
filter
(
measurement
,
d
ata
,
filter_lambda
)
my_dataframe
=
filter_result
[
0
]
print
(
my_dataframe
.
dtypes
)
tags_dictionary
=
{}
...
...
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