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Shaik Janipasha
AmendsenProject
Commits
5f7224a8
Unverified
Commit
5f7224a8
authored
Apr 23, 2020
by
Tao Feng
Committed by
GitHub
Apr 23, 2020
Browse files
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Plain Diff
Support indexing hive view (#244)
* Support indexing hive view * clean code
parent
125e2ca1
Changes
3
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3 changed files
with
24 additions
and
13 deletions
+24
-13
hive_table_metadata_extractor.py
databuilder/extractor/hive_table_metadata_extractor.py
+7
-4
setup.py
setup.py
+1
-1
test_hive_table_metadata_extractor.py
tests/unit/extractor/test_hive_table_metadata_extractor.py
+16
-8
No files found.
databuilder/extractor/hive_table_metadata_extractor.py
View file @
5f7224a8
...
@@ -29,7 +29,8 @@ class HiveTableMetadataExtractor(Extractor):
...
@@ -29,7 +29,8 @@ class HiveTableMetadataExtractor(Extractor):
SELECT source.* FROM
SELECT source.* FROM
(SELECT t.TBL_ID, d.NAME as `schema`, t.TBL_NAME name, t.TBL_TYPE, tp.PARAM_VALUE as description,
(SELECT t.TBL_ID, d.NAME as `schema`, t.TBL_NAME name, t.TBL_TYPE, tp.PARAM_VALUE as description,
p.PKEY_NAME as col_name, p.INTEGER_IDX as col_sort_order,
p.PKEY_NAME as col_name, p.INTEGER_IDX as col_sort_order,
p.PKEY_TYPE as col_type, p.PKEY_COMMENT as col_description, 1 as "is_partition_col"
p.PKEY_TYPE as col_type, p.PKEY_COMMENT as col_description, 1 as "is_partition_col",
IF(t.TBL_TYPE = 'VIRTUAL_VIEW', 1, 0) "is_view"
FROM TBLS t
FROM TBLS t
JOIN DBS d ON t.DB_ID = d.DB_ID
JOIN DBS d ON t.DB_ID = d.DB_ID
JOIN PARTITION_KEYS p ON t.TBL_ID = p.TBL_ID
JOIN PARTITION_KEYS p ON t.TBL_ID = p.TBL_ID
...
@@ -38,7 +39,8 @@ class HiveTableMetadataExtractor(Extractor):
...
@@ -38,7 +39,8 @@ class HiveTableMetadataExtractor(Extractor):
UNION
UNION
SELECT t.TBL_ID, d.NAME as `schema`, t.TBL_NAME name, t.TBL_TYPE, tp.PARAM_VALUE as description,
SELECT t.TBL_ID, d.NAME as `schema`, t.TBL_NAME name, t.TBL_TYPE, tp.PARAM_VALUE as description,
c.COLUMN_NAME as col_name, c.INTEGER_IDX as col_sort_order,
c.COLUMN_NAME as col_name, c.INTEGER_IDX as col_sort_order,
c.TYPE_NAME as col_type, c.COMMENT as col_description, 0 as "is_partition_col"
c.TYPE_NAME as col_type, c.COMMENT as col_description, 0 as "is_partition_col",
IF(t.TBL_TYPE = 'VIRTUAL_VIEW', 1, 0) "is_view"
FROM TBLS t
FROM TBLS t
JOIN DBS d ON t.DB_ID = d.DB_ID
JOIN DBS d ON t.DB_ID = d.DB_ID
JOIN SDS s ON t.SD_ID = s.SD_ID
JOIN SDS s ON t.SD_ID = s.SD_ID
...
@@ -99,12 +101,13 @@ class HiveTableMetadataExtractor(Extractor):
...
@@ -99,12 +101,13 @@ class HiveTableMetadataExtractor(Extractor):
last_row
=
row
last_row
=
row
columns
.
append
(
ColumnMetadata
(
row
[
'col_name'
],
row
[
'col_description'
],
columns
.
append
(
ColumnMetadata
(
row
[
'col_name'
],
row
[
'col_description'
],
row
[
'col_type'
],
row
[
'col_sort_order'
]))
row
[
'col_type'
],
row
[
'col_sort_order'
]))
is_view
=
last_row
[
'is_view'
]
==
1
yield
TableMetadata
(
'hive'
,
self
.
_cluster
,
yield
TableMetadata
(
'hive'
,
self
.
_cluster
,
last_row
[
'schema'
],
last_row
[
'schema'
],
last_row
[
'name'
],
last_row
[
'name'
],
last_row
[
'description'
],
last_row
[
'description'
],
columns
)
columns
,
is_view
=
is_view
)
def
_get_raw_extract_iter
(
self
):
def
_get_raw_extract_iter
(
self
):
# type: () -> Iterator[Dict[str, Any]]
# type: () -> Iterator[Dict[str, Any]]
...
...
setup.py
View file @
5f7224a8
...
@@ -2,7 +2,7 @@ import os
...
@@ -2,7 +2,7 @@ import os
from
setuptools
import
setup
,
find_packages
from
setuptools
import
setup
,
find_packages
__version__
=
'2.5.
4
'
__version__
=
'2.5.
5
'
requirements_path
=
os
.
path
.
join
(
os
.
path
.
dirname
(
os
.
path
.
realpath
(
__file__
)),
'requirements.txt'
)
requirements_path
=
os
.
path
.
join
(
os
.
path
.
dirname
(
os
.
path
.
realpath
(
__file__
)),
'requirements.txt'
)
with
open
(
requirements_path
)
as
requirements_file
:
with
open
(
requirements_path
)
as
requirements_file
:
...
...
tests/unit/extractor/test_hive_table_metadata_extractor.py
View file @
5f7224a8
...
@@ -42,7 +42,8 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
...
@@ -42,7 +42,8 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
connection
.
execute
=
sql_execute
connection
.
execute
=
sql_execute
table
=
{
'schema'
:
'test_schema'
,
table
=
{
'schema'
:
'test_schema'
,
'name'
:
'test_table'
,
'name'
:
'test_table'
,
'description'
:
'a table for testing'
}
'description'
:
'a table for testing'
,
'is_view'
:
0
}
sql_execute
.
return_value
=
[
sql_execute
.
return_value
=
[
self
.
_union
(
self
.
_union
(
...
@@ -86,7 +87,8 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
...
@@ -86,7 +87,8 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
ColumnMetadata
(
'is_active'
,
None
,
'boolean'
,
2
),
ColumnMetadata
(
'is_active'
,
None
,
'boolean'
,
2
),
ColumnMetadata
(
'source'
,
'description of source'
,
'varchar'
,
3
),
ColumnMetadata
(
'source'
,
'description of source'
,
'varchar'
,
3
),
ColumnMetadata
(
'etl_created_at'
,
'description of etl_created_at'
,
'timestamp'
,
4
),
ColumnMetadata
(
'etl_created_at'
,
'description of etl_created_at'
,
'timestamp'
,
4
),
ColumnMetadata
(
'ds'
,
None
,
'varchar'
,
5
)])
ColumnMetadata
(
'ds'
,
None
,
'varchar'
,
5
)],
is_view
=
False
)
self
.
assertEqual
(
expected
.
__repr__
(),
actual
.
__repr__
())
self
.
assertEqual
(
expected
.
__repr__
(),
actual
.
__repr__
())
self
.
assertIsNone
(
extractor
.
extract
())
self
.
assertIsNone
(
extractor
.
extract
())
...
@@ -99,15 +101,18 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
...
@@ -99,15 +101,18 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
connection
.
execute
=
sql_execute
connection
.
execute
=
sql_execute
table
=
{
'schema'
:
'test_schema1'
,
table
=
{
'schema'
:
'test_schema1'
,
'name'
:
'test_table1'
,
'name'
:
'test_table1'
,
'description'
:
'test table 1'
}
'description'
:
'test table 1'
,
'is_view'
:
0
}
table1
=
{
'schema'
:
'test_schema1'
,
table1
=
{
'schema'
:
'test_schema1'
,
'name'
:
'test_table2'
,
'name'
:
'test_table2'
,
'description'
:
'test table 2'
}
'description'
:
'test table 2'
,
'is_view'
:
0
}
table2
=
{
'schema'
:
'test_schema2'
,
table2
=
{
'schema'
:
'test_schema2'
,
'name'
:
'test_table3'
,
'name'
:
'test_table3'
,
'description'
:
'test table 3'
}
'description'
:
'test table 3'
,
'is_view'
:
0
}
sql_execute
.
return_value
=
[
sql_execute
.
return_value
=
[
self
.
_union
(
self
.
_union
(
...
@@ -171,18 +176,21 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
...
@@ -171,18 +176,21 @@ class TestHiveTableMetadataExtractor(unittest.TestCase):
ColumnMetadata
(
'is_active'
,
None
,
'boolean'
,
2
),
ColumnMetadata
(
'is_active'
,
None
,
'boolean'
,
2
),
ColumnMetadata
(
'source'
,
'description of source'
,
'varchar'
,
3
),
ColumnMetadata
(
'source'
,
'description of source'
,
'varchar'
,
3
),
ColumnMetadata
(
'etl_created_at'
,
'description of etl_created_at'
,
'timestamp'
,
4
),
ColumnMetadata
(
'etl_created_at'
,
'description of etl_created_at'
,
'timestamp'
,
4
),
ColumnMetadata
(
'ds'
,
None
,
'varchar'
,
5
)])
ColumnMetadata
(
'ds'
,
None
,
'varchar'
,
5
)],
is_view
=
False
)
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
expected
=
TableMetadata
(
'hive'
,
'gold'
,
'test_schema1'
,
'test_table2'
,
'test table 2'
,
expected
=
TableMetadata
(
'hive'
,
'gold'
,
'test_schema1'
,
'test_table2'
,
'test table 2'
,
[
ColumnMetadata
(
'col_name'
,
'description of col_name'
,
'varchar'
,
0
),
[
ColumnMetadata
(
'col_name'
,
'description of col_name'
,
'varchar'
,
0
),
ColumnMetadata
(
'col_name2'
,
'description of col_name2'
,
'varchar'
,
1
)])
ColumnMetadata
(
'col_name2'
,
'description of col_name2'
,
'varchar'
,
1
)],
is_view
=
False
)
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
expected
=
TableMetadata
(
'hive'
,
'gold'
,
'test_schema2'
,
'test_table3'
,
'test table 3'
,
expected
=
TableMetadata
(
'hive'
,
'gold'
,
'test_schema2'
,
'test_table3'
,
'test table 3'
,
[
ColumnMetadata
(
'col_id3'
,
'description of col_id3'
,
'varchar'
,
0
),
[
ColumnMetadata
(
'col_id3'
,
'description of col_id3'
,
'varchar'
,
0
),
ColumnMetadata
(
'col_name3'
,
'description of col_name3'
,
ColumnMetadata
(
'col_name3'
,
'description of col_name3'
,
'varchar'
,
1
)])
'varchar'
,
1
)],
is_view
=
False
)
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
self
.
assertEqual
(
expected
.
__repr__
(),
extractor
.
extract
()
.
__repr__
())
self
.
assertIsNone
(
extractor
.
extract
())
self
.
assertIsNone
(
extractor
.
extract
())
...
...
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