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Engineering Digital Service
Metabase
Commits
b461a7a6
Commit
b461a7a6
authored
10 years ago
by
Cam Saul
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cast TextFields as texts when getting their length. More try/catches
around DB sync functions
parent
6d920739
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1 changed file
src/metabase/driver/generic_sql/sync.clj
+64
-44
64 additions, 44 deletions
src/metabase/driver/generic_sql/sync.clj
with
64 additions
and
44 deletions
src/metabase/driver/generic_sql/sync.clj
+
64
−
44
View file @
b461a7a6
...
...
@@ -192,8 +192,11 @@
{
:arglists
'
([
korma-table
table
])}
[
korma-table
{
:keys
[
id
]}]
{
:pre
[(
integer?
id
)]}
(
let
[
new-count
(
table-row-count
korma-table
)]
(
upd
Table
id
:rows
new-count
)))
(
try
(
let
[
new-count
(
table-row-count
korma-table
)]
(
upd
Table
id
:rows
new-count
))
(
catch
Throwable
e
(
log/error
"Caught exception in update-table-row-count!:"
e
))))
;; ## SET TABLE PKS
...
...
@@ -202,11 +205,14 @@
"Mark primary-key `Fields` for TABLE as `special_type = id` if they don't already have a `special_type`."
{
:arglists
'
([
table
])}
[{
table-name
:name
table-id
:id
:keys
[
db
pk_field
]}]
(
->>
(
sel
:many
:fields
[
Field
:name
:id
]
:table_id
table-id
:special_type
nil
:name
[
in
(
table-pk-names
@
db
table-name
)])
(
map
(
fn
[{
field-name
:name
field-id
:id
}]
(
log/info
(
format
"Field '%s.%s' is a primary key. Marking it as such."
table-name
field-name
))
(
upd
Field
field-id
:special_type
:id
)))
dorun
))
(
try
(
->>
(
sel
:many
:fields
[
Field
:name
:id
]
:table_id
table-id
:special_type
nil
:name
[
in
(
table-pk-names
@
db
table-name
)])
(
map
(
fn
[{
field-name
:name
field-id
:id
}]
(
log/info
(
format
"Field '%s.%s' is a primary key. Marking it as such."
table-name
field-name
))
(
upd
Field
field-id
:special_type
:id
)))
dorun
)
(
catch
Throwable
e
(
log/error
"Caught exception in set-table-pks-if-needed!:"
e
))))
;; ## SET TABLE FKS
...
...
@@ -228,21 +234,24 @@
"Mark foreign-key `Fields` for TABLE as `special_type = fk` if they don't already have a `special_type`."
{
:arglists
'
([
korma-table
table
])}
[
korma-table
{
database
:db
table-name
:name
table-id
:id
}]
(
let
[
fks
(
table-fks
@
database
table-name
)
fk-name->id
(
sel
:many
:field->id
[
Field
:name
]
:table_id
table-id
:special_type
nil
:name
[
in
(
map
:fk-column-name
fks
)])
table-name->id
(
sel
:many
:field->id
[
Table
:name
]
:name
[
in
(
map
:dest-table-name
fks
)])]
(
->>
fks
(
map
(
fn
[{
:keys
[
fk-column-name
dest-column-name
dest-table-name
]}]
(
when-let
[
fk-column-id
(
fk-name->id
fk-column-name
)]
(
when-let
[
dest-table-id
(
table-name->id
dest-table-name
)]
(
when-let
[
dest-column-id
(
sel
:one
:id
Field
:table_id
dest-table-id
:name
dest-column-name
)]
(
log/info
(
format
"Marking foreign key '%s.%s' -> '%s.%s'."
table-name
fk-column-name
dest-table-name
dest-column-name
))
(
ins
ForeignKey
:origin_id
fk-column-id
:destination_id
dest-column-id
:relationship
(
determine-fk-type
korma-table
fk-column-name
))
(
upd
Field
fk-column-id
:special_type
:fk
))))))
dorun
)))
(
try
(
let
[
fks
(
table-fks
@
database
table-name
)
fk-name->id
(
sel
:many
:field->id
[
Field
:name
]
:table_id
table-id
:special_type
nil
:name
[
in
(
map
:fk-column-name
fks
)])
table-name->id
(
sel
:many
:field->id
[
Table
:name
]
:name
[
in
(
map
:dest-table-name
fks
)])]
(
->>
fks
(
map
(
fn
[{
:keys
[
fk-column-name
dest-column-name
dest-table-name
]}]
(
when-let
[
fk-column-id
(
fk-name->id
fk-column-name
)]
(
when-let
[
dest-table-id
(
table-name->id
dest-table-name
)]
(
when-let
[
dest-column-id
(
sel
:one
:id
Field
:table_id
dest-table-id
:name
dest-column-name
)]
(
log/info
(
format
"Marking foreign key '%s.%s' -> '%s.%s'."
table-name
fk-column-name
dest-table-name
dest-column-name
))
(
ins
ForeignKey
:origin_id
fk-column-id
:destination_id
dest-column-id
:relationship
(
determine-fk-type
korma-table
fk-column-name
))
(
upd
Field
fk-column-id
:special_type
:fk
))))))
dorun
))
(
catch
Throwable
e
(
log/error
"Caught exception in set-table-fks-if-needed!:"
e
))))
;; ### Check for Low Cardinality
...
...
@@ -256,15 +265,18 @@
This is only done for Fields that do not already have a `special_type`."
{
:arglists
'
([
korma-table
field
])}
[
korma-table
{
field-name
:name
field-id
:id
special-type
:special_type
}]
(
when-not
special-type
(
let
[
cardinality
(
->
korma-table
(
select
(
aggregate
(
count
(
sqlfn
:DISTINCT
(
keyword
field-name
)))
:count
))
first
:count
int
)]
(
when
(
<
cardinality
low-cardinality-threshold
)
(
log/info
(
format
"Field '%s.%s' has %d unique values. Marking it as a category."
(
:table
korma-table
)
field-name
cardinality
))
(
upd
Field
field-id
:special_type
:category
)))))
(
try
(
when-not
special-type
(
let
[
cardinality
(
->
korma-table
(
select
(
aggregate
(
count
(
sqlfn
:DISTINCT
(
keyword
field-name
)))
:count
))
first
:count
int
)]
(
when
(
<
cardinality
low-cardinality-threshold
)
(
log/info
(
format
"Field '%s.%s' has %d unique values. Marking it as a category."
(
:table
korma-table
)
field-name
cardinality
))
(
upd
Field
field-id
:special_type
:category
))))
(
catch
Throwable
e
(
log/error
"Caught exception in check-for-low-cardinality:"
e
))))
;; ### Check For Large Avg Length
...
...
@@ -281,7 +293,9 @@
(
int
(
if
*sql-string-length-fn*
;; If *sql-string-length-fn* is bound we can use just return AVG(LENGTH-FN(field))
(
->
korma-table
(
select
(
aggregate
(
avg
(
sqlfn*
*sql-string-length-fn*
(
keyword
field-name
)))
:len
))
(
select
(
aggregate
(
avg
(
sqlfn*
*sql-string-length-fn*
(
raw
(
format
"CAST(\"%s\" AS TEXT)"
(
name
field-name
)))))
:len
))
first
:len
)
;; Otherwise we'll have to select *all* values of the Field and sum their counts in Clojure-land
...
...
@@ -300,12 +314,15 @@
This is only done for textual fields, i.e. ones with `special_type` of `:CharField` or `:TextField`."
{
:arglists
'
([
korma-table
field
])}
[
korma-table
{
base-type
:base_type,
field-id
:id,
preview-display
:preview_display,
:as
field
}]
(
when
(
and
preview-display
; if field is already preview_display = false, no need to check again since there is no case
(
contains?
#
{
:CharField
:TextField
}
base-type
))
; where we'd end up changing it.
(
let
[
avg-len
(
field-avg-length
korma-table
field
)]
(
when
(
>
avg-len
average-length-no-preview-threshold
)
(
log/info
(
format
"Field '%s.%s' has an average length of %d. Not displaying it in previews."
(
:table
korma-table
)
(
:name
field
)
avg-len
))
(
upd
Field
field-id
:preview_display
false
)))))
(
try
(
when
(
and
preview-display
; if field is already preview_display = false, no need to check again since there is no case
(
contains?
#
{
:CharField
:TextField
}
base-type
))
; where we'd end up changing it.
(
let
[
avg-len
(
field-avg-length
korma-table
field
)]
(
when
(
>
avg-len
average-length-no-preview-threshold
)
(
log/info
(
format
"Field '%s.%s' has an average length of %d. Not displaying it in previews."
(
:table
korma-table
)
(
:name
field
)
avg-len
))
(
upd
Field
field-id
:preview_display
false
))))
(
catch
Throwable
e
(
log/error
"Caught exception in check-for-large-average-length:"
e
))))
;; ### Check for URLs
...
...
@@ -332,9 +349,12 @@
This only applies to textual fields that *do not* already have a `special_type.`"
{
:arglists
'
([
korma-table
field
])}
[
korma-table
{
special-type
:special_type,
base-type
:base_type,
field-name
:name,
field-id
:id,
:as
field
}]
(
when
(
and
(
not
special-type
)
(
contains?
#
{
:CharField
:TextField
}
base-type
))
(
let
[
percent-urls
(
field-percent-urls
korma-table
field
)]
(
when
(
>
percent-urls
percent-valid-url-threshold
)
(
log/info
(
format
"Field '%s.%s' is %d%% URLs. Marking it as a URL."
(
:table
korma-table
)
field-name
(
int
(
math/round
(
*
100
percent-urls
)))))
(
upd
Field
field-id
:special_type
:url
)))))
(
try
(
when
(
and
(
not
special-type
)
(
contains?
#
{
:CharField
:TextField
}
base-type
))
(
let
[
percent-urls
(
field-percent-urls
korma-table
field
)]
(
when
(
>
percent-urls
percent-valid-url-threshold
)
(
log/info
(
format
"Field '%s.%s' is %d%% URLs. Marking it as a URL."
(
:table
korma-table
)
field-name
(
int
(
math/round
(
*
100
percent-urls
)))))
(
upd
Field
field-id
:special_type
:url
))))
(
catch
Throwable
e
(
log/error
"Caught exception in check-for-urls:"
e
))))
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