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MetObs
MetObsAPI
Commits
c5789b77
Verified
Commit
c5789b77
authored
2 years ago
by
David Hoese
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Reduce complex of data API functions
parent
fab9f35f
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1 changed file
metobsapi/data_api.py
+48
-22
48 additions, 22 deletions
metobsapi/data_api.py
with
48 additions
and
22 deletions
metobsapi/data_api.py
+
48
−
22
View file @
c5789b77
...
...
@@ -43,6 +43,8 @@ def handle_date(date):
def
handle_time_string
(
date_string
):
if
not
date_string
:
return
None
if
date_string
[
0
]
==
"
-
"
:
times
=
[
float
(
x
)
for
x
in
date_string
[
1
:].
split
(
"
:
"
)]
diff
=
timedelta
(
hours
=
times
[
0
],
minutes
=
times
[
1
],
seconds
=
times
[
2
])
...
...
@@ -291,25 +293,46 @@ RESPONSE_HANDLERS = {
def
modify_data
(
fmt
,
begin
,
end
,
site
,
inst
,
symbols
,
interval
,
sep
=
"
,
"
,
order
=
"
columns
"
,
epoch
=
None
):
if
fmt
not
in
RESPONSE_HANDLERS
:
return
render_template
(
"
400.html
"
,
format
=
fmt
),
400
if
not
interval
:
interval
=
"
1m
"
try
:
begin
,
end
=
_convert_begin_and_end
(
begin
,
end
)
_check_query_parameters
(
order
,
epoch
,
symbols
,
interval
)
short_symbols
,
symbols
=
_parse_symbol_names
(
site
,
inst
,
symbols
)
influx_symbols
=
handle_symbols
(
symbols
)
except
ValueError
as
e
:
return
handle_error
(
fmt
,
str
(
e
))
result
,
response_info
=
_query_time_series_db
(
begin
,
end
,
interval
,
influx_symbols
,
epoch
)
frame
=
handle_influxdb_result
(
result
,
influx_symbols
,
interval
)
frame
=
_reorder_and_rename_result_dataframe
(
frame
,
symbols
,
short_symbols
)
handler
=
RESPONSE_HANDLERS
[
fmt
]
return
handler
(
frame
,
epoch
,
sep
=
sep
,
order
=
order
,
**
response_info
)
def
_convert_begin_and_end
(
begin
,
end
)
->
tuple
[
datetime
|
timedelta
,
datetime
|
timedelta
]:
try
:
# these will be either datetime or timedelta objects
begin
=
handle_time_string
(
begin
)
if
begin
else
None
end
=
handle_time_string
(
end
)
if
end
else
None
begin
=
handle_time_string
(
begin
)
end
=
handle_time_string
(
end
)
except
(
TypeError
,
ValueError
):
return
handle_error
(
fmt
,
"
malformed_timestamp
"
)
raise
ValueError
(
"
malformed_timestamp
"
)
return
begin
,
end
def
_check_query_parameters
(
order
,
epoch
,
symbols
,
interval
):
if
order
not
in
(
"
column
"
,
"
row
"
):
r
eturn
handle_error
(
fmt
,
"
bad_order
"
)
r
aise
ValueError
(
"
bad_order
"
)
if
epoch
and
epoch
not
in
data_responses
.
epoch_translation
:
r
eturn
handle_error
(
fmt
,
"
bad_epoch
"
)
r
aise
ValueError
(
"
bad_epoch
"
)
if
not
symbols
:
return
handle_error
(
fmt
,
"
missing_symbols
"
)
if
not
interval
:
interval
=
"
1m
"
elif
interval
not
in
data_responses
.
INTERVALS
:
return
handle_error
(
fmt
,
"
bad_interval
"
)
raise
ValueError
(
"
missing_symbols
"
)
if
interval
not
in
data_responses
.
INTERVALS
:
raise
ValueError
(
"
bad_interval
"
)
def
_parse_symbol_names
(
site
,
inst
,
symbols
):
if
site
and
inst
:
# shorthand for symbols that all use the same site and inst
short_symbols
=
symbols
.
split
(
"
:
"
)
...
...
@@ -319,13 +342,11 @@ def modify_data(fmt, begin, end, site, inst, symbols, interval, sep=",", order="
short_symbols
=
None
symbols
=
symbols
.
split
(
"
:
"
)
else
:
return
handle_error
(
fmt
,
"
missing_site_inst
"
)
raise
ValueError
(
"
missing_site_inst
"
)
return
short_symbols
,
symbols
try
:
influx_symbols
=
handle_symbols
(
symbols
)
except
ValueError
as
e
:
return
handle_error
(
fmt
,
str
(
e
))
def
_query_time_series_db
(
begin
,
end
,
interval
,
influx_symbols
,
epoch
):
if
calc_num_records
(
begin
,
end
,
interval
)
>
data_responses
.
RESPONSES_LIMIT
:
message
=
"
Request will return too many values, please use files API
"
code
=
413
...
...
@@ -337,13 +358,18 @@ def modify_data(fmt, begin, end, site, inst, symbols, interval, sep=",", order="
status
=
"
success
"
queries
=
build_queries
(
influx_symbols
,
begin
,
end
,
interval
)
result
=
query
(
queries
,
epoch
)
response_info
=
{
"
message
"
:
message
,
"
code
"
:
code
,
"
status
"
:
status
}
return
result
,
response_info
frame
=
handle_influxdb_result
(
result
,
influx_symbols
,
interval
)
def
_reorder_and_rename_result_dataframe
(
frame
:
pd
.
DataFrame
,
ordered_symbols
:
list
[
str
],
new_symbol_names
:
list
[
str
],
)
->
pd
.
DataFrame
:
# order the resulting symbols the way the user requested
# assume time is the first column
frame
=
frame
[
symbols
]
if
site
:
frame
.
columns
=
short_symbols
handler
=
RESPONSE_HANDLERS
[
fmt
]
return
handler
(
frame
,
epoch
,
sep
=
sep
,
order
=
order
,
status
=
status
,
code
=
code
,
message
=
message
)
frame
=
frame
[
ordered_symbols
]
if
new_symbol_names
is
not
None
:
frame
.
columns
=
new_symbol_names
return
frame
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