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Josef Hardi
PHS Data Library
Commits
3c30cdfe
Commit
3c30cdfe
authored
5 years ago
by
Josef Hardi
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1 changed file
phs/data/optum.py
+37
-17
37 additions, 17 deletions
phs/data/optum.py
with
37 additions
and
17 deletions
phs/data/optum.py
+
37
−
17
View file @
3c30cdfe
...
...
@@ -272,7 +272,7 @@ class Optum:
q.person_id,
q.zip,
q.index_date,
SUM(COALESCE(CAST(POWER(CAST(2 as int64), i.inclusion_rule_id) AS int64), 0))
as
inclusion_rule_mask
SUM(COALESCE(CAST(POWER(CAST(2 as int64), i.inclusion_rule_id) AS int64), 0))
AS
inclusion_rule_mask
FROM qualifying_event q
LEFT JOIN inclusion_event i
ON i.person_id = q.person_id AND i.zip = q.zip
...
...
@@ -370,8 +370,8 @@ class Optum:
if
k
==
'
event
'
:
event_type
=
list
(
v
.
keys
())[
0
]
if
event_type
==
'
condition
'
:
condition_occurrence_
param
eter
s
=
self
.
_get_condition_occurrence_parameters
(
entry_criteria
)
entry_criteria_sql
=
self
.
_build_condition_entry_criteria_sql
(
condition_occurrence_
param
eter
s
)
params
=
self
.
_get_condition_occurrence_parameters
(
entry_criteria
)
entry_criteria_sql
=
self
.
_build_condition_entry_criteria_sql
(
params
)
return
entry_criteria_sql
def
_get_condition_occurrence_parameters
(
self
,
criteria
):
...
...
@@ -380,42 +380,59 @@ class Optum:
condition_occurrence_parameters
[
'
condition_filter
'
]
=
""
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
""
condition_occurrence_parameters
[
'
condition_restriction_before_index_date_filter
'
]
=
""
condition_occurrence_parameters
[
'
condition_restriction_after_index_date_filter
'
]
=
"
AND e.condition_start_date <= DATE_ADD(CAST(p.index_date AS date), INTERVAL 0 DAY)
"
condition_occurrence_parameters
[
'
condition_restriction_after_index_date_filter
'
]
=
\
"
AND e.condition_start_date <= DATE_ADD(CAST(p.index_date AS date), INTERVAL 0 DAY)
"
condition_occurrence_parameters
[
'
continuous_observation_filter
'
]
=
""
for
k
,
v
in
criteria
.
items
():
if
k
==
'
event
'
:
condition_value
=
v
[
'
condition
'
]
if
type
(
condition_value
)
is
str
:
condition_valueset
=
"
,
"
.
join
(
f
'"
{
x
}
"'
for
x
in
self
.
_CONDITIONS
[
condition_value
][
'
codes
'
])
condition_occurrence_parameters
[
'
condition_filter
'
]
=
f
'
WHERE condition_source_value IN (
{
condition_valueset
}
)
'
codes
=
self
.
_CONDITIONS
[
condition_value
][
'
codes
'
]
condition_valueset
=
"
,
"
.
join
(
f
'"
{
x
}
"'
for
x
in
codes
)
condition_occurrence_parameters
[
'
condition_filter
'
]
=
\
f
'
WHERE condition_source_value IN (
{
condition_valueset
}
)
'
elif
type
(
condition_value
)
is
list
:
condition_valueset
=
"
,
"
.
join
(
f
'"
{
x
}
"'
for
x
in
condition_value
)
condition_occurrence_parameters
[
'
condition_filter
'
]
=
f
'
WHERE condition_source_value IN (
{
condition_valueset
}
)
'
condition_occurrence_parameters
[
'
condition_filter
'
]
=
\
f
'
WHERE condition_source_value IN (
{
condition_valueset
}
)
'
elif
k
==
'
occurrence
'
:
occurrence_type
=
list
(
v
.
keys
())[
0
]
if
occurrence_type
==
'
startDateBefore
'
:
occurrence_date
=
v
[
'
startDateBefore
'
]
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
f
'
WHERE c.ordinal = 1 AND c.condition_start_date <
"
{
occurrence_date
}
"'
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
\
f
'
WHERE c.ordinal = 1 AND c.condition_start_date <
"
{
occurrence_date
}
"'
elif
occurrence_type
==
'
startDateAfter
'
:
occurrence_date
=
v
[
'
startDateAfter
'
]
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
f
'
WHERE c.ordinal = 1 AND c.condition_start_date >
"
{
occurrence_date
}
"'
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
\
f
'
WHERE c.ordinal = 1 AND c.condition_start_date >
"
{
occurrence_date
}
"'
elif
occurrence_type
==
'
startDateAt
'
:
occurrence_date
=
v
[
'
startDateAt
'
]
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
f
'
WHERE c.ordinal = 1 AND c.condition_start_date =
"
{
occurrence_date
}
"'
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
\
f
'
WHERE c.ordinal = 1 AND c.condition_start_date =
"
{
occurrence_date
}
"'
elif
occurrence_type
==
'
startDateBetween
'
:
occurrence_start_date
=
v
[
'
startDateBetween
'
].
split
(
'
/
'
)[
0
]
occurrence_end_date
=
v
[
'
startDateBetween
'
].
split
(
'
/
'
)[
1
]
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
f
'
WHERE c.ordinal = 1 AND c.condition_start_date >=
"
{
occurrence_start_date
}
"
AND c.condition_start_date <=
"
{
occurrence_end_date
}
"'
condition_occurrence_parameters
[
'
condition_occurrence_filter
'
]
=
\
f
'
WHERE c.ordinal = 1 AND c.condition_start_date >=
"
{
occurrence_start_date
}
"
'
\
f
'
AND c.condition_start_date <=
"
{
occurrence_end_date
}
"'
elif
k
==
'
restriction
'
:
for
restriction_type
,
restriction_value
in
v
.
items
():
if
restriction_type
==
'
withinDaysBeforeIndexDate
'
:
condition_occurrence_parameters
[
'
condition_restriction_before_index_date_filter
'
]
=
f
'
AND e.condition_start_date >= DATE_ADD(CAST(p.index_date AS date), INTERVAL -
{
restriction_value
}
DAY)
'
condition_occurrence_parameters
[
'
condition_restriction_before_index_date_filter
'
]
=
\
f
'
AND e.condition_start_date >= DATE_ADD(CAST(p.index_date AS date),
'
\
f
'
INTERVAL -
{
restriction_value
}
DAY)
'
elif
restriction_type
==
'
withinDaysAfterIndexDate
'
:
condition_occurrence_parameters
[
'
condition_restriction_after_index_date_filter
'
]
=
f
'
AND e.condition_start_date <= DATE_ADD(CAST(p.index_date AS date), INTERVAL
{
restriction_value
}
DAY)
'
condition_occurrence_parameters
[
'
condition_restriction_after_index_date_filter
'
]
=
\
f
'
AND e.condition_start_date <= DATE_ADD(CAST(p.index_date AS date),
'
\
f
'
INTERVAL
{
restriction_value
}
DAY)
'
elif
k
==
'
continuousObservation
'
:
days_before
=
v
[
'
minDaysBeforeIndexDate
'
]
if
'
minDaysBeforeIndexDate
'
in
v
else
0
days_after
=
v
[
'
minDaysAfterIndexDate
'
]
if
'
minDaysAfterEntryEvent
'
in
v
else
0
condition_occurrence_parameters
[
'
continuous_observation_filter
'
]
=
f
'
WHERE DATE_ADD(op.observation_period_start_date, interval
{
days_before
}
DAY) <= e.condition_start_date AND DATE_ADD(e.condition_start_date, interval
{
days_after
}
DAY) <= op.observation_period_end_date
'
condition_occurrence_parameters
[
'
continuous_observation_filter
'
]
=
\
f
'
WHERE DATE_ADD(op.observation_period_start_date,
'
\
f
'
INTERVAL
{
days_before
}
DAY) <= e.condition_start_date
'
\
f
'
AND DATE_ADD(e.condition_start_date,
'
\
f
'
INTERVAL
{
days_after
}
DAY) <= op.observation_period_end_date
'
return
condition_occurrence_parameters
def
_build_condition_entry_criteria_sql
(
self
,
condition_occurrence_parameters
):
...
...
@@ -438,14 +455,17 @@ class Optum:
elif
k
==
'
ageGroup
'
:
start_age
=
self
.
_AGE_GROUPS
[
v
][
'
start
'
]
end_age
=
self
.
_AGE_GROUPS
[
v
][
'
end
'
]
filter_sql
=
f
'
WHERE EXTRACT(YEAR FROM index_date)-year_of_birth >=
{
start_age
}
AND EXTRACT(YEAR FROM index_date)-year_of_birth <=
{
end_age
}
'
filter_sql
=
f
'
WHERE EXTRACT(YEAR FROM index_date)-year_of_birth >=
{
start_age
}
'
\
f
'
AND EXTRACT(YEAR FROM index_date)-year_of_birth <=
{
end_age
}
'
inclusion_criteria_sql
=
self
.
_build_age_inclusion_criteria_sql
(
index
,
filter_sql
)
inclusion_criteria_list
.
append
(
inclusion_criteria_sql
)
elif
k
==
'
ageRange
'
:
if
not
re
.
match
(
r
"
[0-9]*-[0-9]*
"
,
v
):
raise
ValueError
(
"
Unable to parse value range expression. Some valid examples: -22, or 16-22, or 22-
"
)
if
not
re
.
match
(
r
"
[0-9]*-[0-9]*
"
,
v
):
raise
ValueError
(
"
Unable to parse value range expression. Some valid examples: -22, or 16-22, or 22-
"
)
start_age
=
int
(
v
.
split
(
'
-
'
)[
0
])
if
v
.
split
(
'
-
'
)[
0
]
!=
''
else
0
end_age
=
int
(
v
.
split
(
'
-
'
)[
1
])
if
v
.
split
(
'
-
'
)[
1
]
!=
''
else
999
filter_sql
=
f
'
WHERE EXTRACT(YEAR FROM index_date)-year_of_birth >=
{
start_age
}
AND EXTRACT(YEAR FROM index_date)-year_of_birth <=
{
end_age
}
'
filter_sql
=
f
'
WHERE EXTRACT(YEAR FROM index_date)-year_of_birth >=
{
start_age
}
'
\
f
'
AND EXTRACT(YEAR FROM index_date)-year_of_birth <=
{
end_age
}
'
inclusion_criteria_sql
=
self
.
_build_age_inclusion_criteria_sql
(
index
,
filter_sql
)
inclusion_criteria_list
.
append
(
inclusion_criteria_sql
)
elif
k
==
'
ageAt
'
:
...
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