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Read_from_Kairos_Component
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dasharatha.vamshi
Read_from_Kairos_Component
Commits
7908319f
Commit
7908319f
authored
Feb 17, 2021
by
Akshay G
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Added Relative Start and End Date. Handle empty end date
parent
d0609d71
Changes
3
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3 changed files
with
63 additions
and
14 deletions
+63
-14
main.py
main.py
+34
-11
scripts/common/config_parser.py
scripts/common/config_parser.py
+26
-2
scripts/common/constants.py
scripts/common/constants.py
+3
-1
No files found.
main.py
View file @
7908319f
...
...
@@ -10,19 +10,31 @@ from scripts.common.constants import KariosConstants, ComponentExceptions
def
get_data
(
query
):
logger
.
info
(
"Parsing user requests"
)
# ------------------------ Validating Kairos URL Key ------------------------ #
if
KariosConstants
.
KAIROS_URL_KEY
in
config
.
keys
():
kairosdb_server
=
config
[
KariosConstants
.
KAIROS_URL_KEY
]
else
:
raise
Exception
(
ComponentExceptions
.
INVALID_KAIROS_URL_EXCEPTION
)
# ---------------------- Validating Tag Hierarchy Key ----------------------- #
if
config
[
KariosConstants
.
TAG_HIERARCHY_KEY
]
is
not
None
and
len
(
config
[
KariosConstants
.
TAG_HIERARCHY_KEY
])
>
0
:
pass
else
:
raise
Exception
(
ComponentExceptions
.
INVALID_TAG_HIERARCHY_EXCEPTION
)
# ------------------------ Validating Metric Name Key ----------------------- #
if
KariosConstants
.
METRIC_NAME_KEY
in
config
.
keys
():
query
[
KariosConstants
.
METRICS_KEY
][
0
][
KariosConstants
.
NAME_KEY
]
=
config
[
KariosConstants
.
METRIC_NAME_KEY
]
else
:
raise
Exception
(
ComponentExceptions
.
INVALID_METRIC_NAME_EXCEPTION
)
if
KariosConstants
.
START_ABSOLUTE_KEY
in
config
.
keys
():
# ------------------------ Parsing Start Time ------------------------------- #
"""
If start absolute Key is present, it will take precedence over start relative key.
For start relative key is there, proper unit has to be provided.
"""
if
config
[
KariosConstants
.
START_ABSOLUTE_KEY
]
!=
''
:
start_time
=
config
[
KariosConstants
.
START_ABSOLUTE_KEY
]
try
:
start_timestamp
=
datetime
.
strptime
(
start_time
,
KariosConstants
.
DATETIME_FORMAT
)
...
...
@@ -31,18 +43,26 @@ def get_data(query):
query
.
pop
(
KariosConstants
.
START_RELATIVE_KEY
)
except
ValueError
as
e
:
raise
Exception
(
f
"{ComponentExceptions.INVALID_START_TIME_FORMAT_EXCEPTION} - {str(e)}"
)
elif
KariosConstants
.
START_RELATIVE_KEY
in
config
.
keys
():
if
config
[
KariosConstants
.
START_RELATIVE_KEY
][
KariosConstants
.
VALUE_KEY
]
>
0
:
elif
config
[
KariosConstants
.
START_RELATIVE_KEY
]
!=
''
:
if
int
(
config
[
KariosConstants
.
START_RELATIVE_KEY
])
>
0
:
query
[
KariosConstants
.
START_RELATIVE_KEY
][
KariosConstants
.
VALUE_KEY
]
=
config
[
KariosConstants
.
START_RELATIVE_KEY
]
[
KariosConstants
.
VALUE_KEY
]
START_RELATIVE_KEY
]
query
[
KariosConstants
.
START_RELATIVE_KEY
][
KariosConstants
.
UNIT_KEY
]
=
config
[
KariosConstants
.
START_RELATIVE_
KEY
][
KariosConstants
.
UNIT_KEY
]
START_RELATIVE_
UNIT_KEY
]
.
lower
()
query
.
pop
(
KariosConstants
.
START_ABSOLUTE_KEY
)
else
:
raise
Exception
(
ComponentExceptions
.
INVALID_START_TIME_VALUE_EXCEPTION
)
else
:
raise
Exception
(
ComponentExceptions
.
MISSING_START_TIME_VALUE_EXCEPTION
)
if
KariosConstants
.
END_ABSOLUTE_KEY
in
config
.
keys
():
# ------------------------ Parsing End Time ------------------------------- #
"""
If end absolute Key is present, it will take precedence over end relative key.
For end relative key is there, proper unit has to be provided.
If neither of them are there, then data will be queried for eternity.
"""
if
config
[
KariosConstants
.
END_ABSOLUTE_KEY
]
!=
''
:
end_time
=
config
[
KariosConstants
.
END_ABSOLUTE_KEY
]
try
:
end_timestamp
=
datetime
.
strptime
(
end_time
,
KariosConstants
.
DATETIME_FORMAT
)
...
...
@@ -52,13 +72,12 @@ def get_data(query):
except
ValueError
as
e
:
raise
Exception
(
f
"{ComponentExceptions.INVALID_END_TIME_FORMAT_EXCEPTION} - {str(e)}"
)
elif
KariosConstants
.
END_RELATIVE_KEY
in
config
.
keys
():
if
config
[
KariosConstants
.
END_RELATIVE_KEY
][
KariosConstants
.
VALUE_KEY
]
>
0
:
elif
config
[
KariosConstants
.
END_RELATIVE_KEY
]
!=
''
:
if
int
(
config
[
KariosConstants
.
END_RELATIVE_KEY
])
>
0
:
query
[
KariosConstants
.
END_RELATIVE_KEY
][
KariosConstants
.
VALUE_KEY
]
=
config
[
KariosConstants
.
END_RELATIVE_KEY
][
KariosConstants
.
VALUE_KEY
]
query
[
KariosConstants
.
END_RELATIVE_KEY
][
KariosConstants
.
UNIT_KEY
]
=
config
[
KariosConstants
.
END_RELATIVE_
KEY
][
KariosConstants
.
UNIT_KEY
]
END_RELATIVE_
UNIT_KEY
]
.
lower
()
query
.
pop
(
KariosConstants
.
END_ABSOLUTE_KEY
)
else
:
raise
Exception
(
ComponentExceptions
.
INVALID_START_END_VALUE_EXCEPTION
)
...
...
@@ -66,10 +85,13 @@ def get_data(query):
query
.
pop
(
KariosConstants
.
END_ABSOLUTE_KEY
)
query
.
pop
(
KariosConstants
.
END_RELATIVE_KEY
)
# ------------------------ Parsing Aggregation Key ------------------------------- #
if
config
.
get
(
KariosConstants
.
AGGREGATION_OPS
)
!=
"None"
or
config
.
get
(
KariosConstants
.
AGGREGATION_OPS
)
is
not
None
:
query
[
KariosConstants
.
METRICS_KEY
][
0
][
KariosConstants
.
AGGREGATORS_KEY
]
.
append
(
get_aggregation_query
(
config
))
else
:
query
[
KariosConstants
.
METRICS_KEY
][
0
]
.
pop
(
KariosConstants
.
AGGREGATORS_KEY
)
# ----------------- Parsing Group BY Key - [TO BE IMPLEMENTED] ------------------- #
if
KariosConstants
.
GROUPBY_KEY
not
in
config
.
keys
():
query
[
KariosConstants
.
METRICS_KEY
][
0
]
.
pop
(
KariosConstants
.
GROUPBY_KEY
)
if
KariosConstants
.
TAG_HIERARCHY_KEY
in
config
.
keys
():
...
...
@@ -78,8 +100,9 @@ def get_data(query):
else
:
raise
Exception
(
ComponentExceptions
.
MISSING_TAG_HIERARCHY_EXCEPTION
)
# --------------------------- Querying KairosDB --------------------------------- #
logger
.
info
(
"Querying Karios DB..."
)
logger
.
debug
(
"Query --> {}"
.
format
(
query
))
logger
.
debug
(
KariosConstants
.
LOG_VAR_MESSAGE
.
format
(
"Query"
,
json
.
dumps
(
query
,
indent
=
1
)
))
response
=
requests
.
post
(
kairosdb_server
+
KariosConstants
.
KARIOS_API
,
data
=
json
.
dumps
(
query
))
if
response
.
status_code
==
KariosConstants
.
REQUEST_SUCCESS_CODE
:
logger
.
info
(
"Receiving data..."
)
...
...
scripts/common/config_parser.py
View file @
7908319f
...
...
@@ -12,6 +12,23 @@ from scripts.utils import str2bool
# '"end_absolute": "30/11/2020 00:00:00",' \
# '"shared_volume": "/mnt"}'
# os.environ["shared_volume"] = "/mnt"
# os.environ["start_absolute"] = ""
# os.environ["end_absolute"] = ""
# os.environ["start_relative"] = "3"
# os.environ["start_relative_unit"] = "Years"
# os.environ["end_relative"] = ""
# os.environ["end_relative_unit"] = ""
# os.environ["tag_hierarchy"] = '{"energy_values":"site_153$dept_1036$line_312$equipment_3876$tag_22745"}'
# os.environ["metric_name"] = "ilens.live_data.raw"
# os.environ["kairosdb_url"] = "http://192.168.0.207:8080"
# os.environ["aggregation_ops"] = "LAST"
# os.environ["aggregation_sampling_value"] = "1"
# os.environ["aggregation_sampling_unit"] = "Days"
# os.environ["aggregation_alignment"] = "None"
# os.environ["LOG_LEVEL"] = "debug"
config_path
=
os
.
path
.
join
(
os
.
getcwd
(),
"conf"
,
"configuration.yml"
)
if
os
.
path
.
exists
(
config_path
):
sys
.
stderr
.
write
(
"Reading config from --> {}"
.
format
(
config_path
))
...
...
@@ -31,14 +48,21 @@ if not os.path.exists(os.path.join(os.getcwd(), 'logs')):
LOG_LEVEL
=
os
.
environ
.
get
(
"LOG_LEVEL"
,
_config
.
get
(
'SERVICE_CONFIG'
,
{})
.
get
(
"LOG_LEVEL"
,
"INFO"
))
.
upper
()
LOG_HANDLER_NAME
=
_config
.
get
(
'SERVICE_CONFIG'
,
{})
.
get
(
"LOG_HANDLER_NAME"
,
"ReadFromKairos"
)
# config = json.loads(os.environ.get('config'))
config
=
{
"shared_volume"
:
os
.
environ
.
get
(
"shared_volume"
),
"end_absolute"
:
os
.
environ
.
get
(
"end_absolute"
),
"start_absolute"
:
os
.
environ
.
get
(
"start_absolute"
),
"end_absolute"
:
os
.
environ
.
get
(
"end_absolute"
,
''
),
"start_relative"
:
os
.
environ
.
get
(
"start_relative"
),
"start_relative_unit"
:
os
.
environ
.
get
(
"start_relative_unit"
),
"end_relative"
:
os
.
environ
.
get
(
"end_relative"
,
''
),
"end_relative_unit"
:
os
.
environ
.
get
(
"end_relative_unit"
),
"tag_hierarchy"
:
json
.
loads
(
os
.
environ
.
get
(
"tag_hierarchy"
)),
"metric_name"
:
os
.
environ
.
get
(
"metric_name"
),
"kairosdb_url"
:
os
.
environ
.
get
(
"kairosdb_url"
),
"aggregation_ops"
:
os
.
environ
.
get
(
"aggregation_ops"
),
"aggregation_sampling_value"
:
os
.
environ
.
get
(
"aggregation_sampling_value"
),
"aggregation_sampling_unit"
:
os
.
environ
.
get
(
"aggregation_sampling_unit"
),
...
...
scripts/common/constants.py
View file @
7908319f
...
...
@@ -7,8 +7,10 @@ class KariosConstants:
SHARED_VOLUME_KEY
=
"shared_volume"
START_ABSOLUTE_KEY
=
"start_absolute"
START_RELATIVE_KEY
=
"start_relative"
START_RELATIVE_UNIT_KEY
=
"start_relative_unit"
END_ABSOLUTE_KEY
=
"end_absolute"
END_RELATIVE_KEY
=
"end_relative"
END_RELATIVE_UNIT_KEY
=
"end_relative_unit"
APPLY_AGGREGATION_KEY
=
"apply_aggregation"
AGGREGATION_OPS
=
"aggregation_ops"
AGGREGATION_SAMPLING_VALUE
=
"aggregation_sampling_value"
...
...
@@ -74,6 +76,6 @@ class ComponentExceptions:
INVALID_START_TIME_FORMAT_EXCEPTION
=
"start time should be dd/mm/yyyy hh/MM/SS"
INVALID_END_TIME_FORMAT_EXCEPTION
=
"end time should be dd/mm/yyyy hh/MM/SS"
INVALID_START_TIME_VALUE_EXCEPTION
=
"start time should be greater than zero"
MISSING_START_TIME_VALUE_EXCEPTION
=
"need start date
key
"
MISSING_START_TIME_VALUE_EXCEPTION
=
"need start date
for querying
"
MISSING_TAG_HIERARCHY_EXCEPTION
=
"required tag hierarchy"
INVALID_START_END_VALUE_EXCEPTION
=
"end time should be greater than zero and less than start time"
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