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Jérome Perrin
olapy
Commits
f6879c40
Commit
f6879c40
authored
May 19, 2017
by
mouadh
Browse files
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fix config file bug
parent
82c27c2d
Changes
2
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2 changed files
with
136 additions
and
128 deletions
+136
-128
olapy/core/mdx/executor/execute.py
olapy/core/mdx/executor/execute.py
+43
-41
olapy/core/mdx/tools/config_file_parser.py
olapy/core/mdx/tools/config_file_parser.py
+93
-87
No files found.
olapy/core/mdx/executor/execute.py
View file @
f6879c40
...
@@ -42,17 +42,18 @@ class MdxEngine:
...
@@ -42,17 +42,18 @@ class MdxEngine:
def
__init__
(
self
,
def
__init__
(
self
,
cube_name
,
cube_name
,
client_type
=
'excel'
,
cubes_path
=
None
,
cubes_path
=
None
,
mdx_query
=
None
,
mdx_query
=
None
,
cube_folder
=
CUBE_FOLDER
,
cube_folder
=
CUBE_FOLDER
,
sep
=
';'
,
sep
=
';'
,
fact_table_name
=
"Facts"
):
fact_table_name
=
"Facts"
):
self
.
cube_folder
=
cube_folder
self
.
cube_folder
=
cube_folder
self
.
cube
=
cube_name
self
.
cube
=
cube_name
self
.
sep
=
sep
self
.
sep
=
sep
self
.
facts
=
fact_table_name
self
.
facts
=
fact_table_name
self
.
mdx_query
=
mdx_query
self
.
mdx_query
=
mdx_query
if
cubes_path
is
None
:
if
cubes_path
is
None
:
self
.
cube_path
=
self
.
_get_default_cube_directory
()
self
.
cube_path
=
self
.
_get_default_cube_directory
()
else
:
else
:
...
@@ -60,10 +61,11 @@ class MdxEngine:
...
@@ -60,10 +61,11 @@ class MdxEngine:
# to get cubes in db
# to get cubes in db
self
.
_
=
self
.
get_cubes_names
()
self
.
_
=
self
.
get_cubes_names
()
self
.
client
=
client_type
self
.
tables_loaded
=
self
.
load_tables
()
self
.
tables_loaded
=
self
.
load_tables
()
# all measures
# all measures
self
.
measures
=
self
.
get_measures
()
self
.
load_star_schema_dataframe
=
self
.
get_star_schema_dataframe
()
self
.
load_star_schema_dataframe
=
self
.
get_star_schema_dataframe
()
self
.
measures
=
self
.
get_measures
()
self
.
tables_names
=
self
.
_get_tables_name
()
self
.
tables_names
=
self
.
_get_tables_name
()
# default measure is the first one
# default measure is the first one
self
.
selected_measures
=
[
self
.
measures
[
0
]]
self
.
selected_measures
=
[
self
.
measures
[
0
]]
...
@@ -128,13 +130,13 @@ class MdxEngine:
...
@@ -128,13 +130,13 @@ class MdxEngine:
def
load_tables
(
self
):
def
load_tables
(
self
):
"""
"""
Load all tables { Table name : DataFrame } of the current cube instance.
Load all tables { Table name : DataFrame } of the current cube instance.
:return: dict with key as table name and DataFrame as value
:return: dict with key as table name and DataFrame as value
"""
"""
config_file_parser
=
ConfigParser
(
self
.
cube_path
)
config_file_parser
=
ConfigParser
(
self
.
cube_path
)
tables
=
{}
tables
=
{}
if
config_file_parser
.
config_file_exist
(
if
config_file_parser
.
config_file_exist
(
)
and
self
.
cube
in
config_file_parser
.
get_cubes_names
():
)
and
self
.
cube
in
config_file_parser
.
get_cubes_names
()
and
self
.
client
!=
'web'
:
for
cubes
in
config_file_parser
.
construct_cubes
():
for
cubes
in
config_file_parser
.
construct_cubes
():
# TODO working with cubes.source == 'csv'
# TODO working with cubes.source == 'csv'
...
@@ -158,7 +160,7 @@ class MdxEngine:
...
@@ -158,7 +160,7 @@ class MdxEngine:
include
=
[
np
.
number
]).
columns
if
col
.
lower
()[
-
2
:]
!=
'id'
include
=
[
np
.
number
]).
columns
if
col
.
lower
()[
-
2
:]
!=
'id'
]
]
def
get_star_schema_dataframe
(
self
,
client_type
=
'excel'
):
def
get_star_schema_dataframe
(
self
):
"""
"""
Merge all DataFrames as star schema.
Merge all DataFrames as star schema.
...
@@ -169,13 +171,13 @@ class MdxEngine:
...
@@ -169,13 +171,13 @@ class MdxEngine:
config_file_parser
=
ConfigParser
(
self
.
cube_path
)
config_file_parser
=
ConfigParser
(
self
.
cube_path
)
if
config_file_parser
.
config_file_exist
(
if
config_file_parser
.
config_file_exist
(
client_type
self
.
client
)
and
self
.
cube
in
config_file_parser
.
get_cubes_names
():
)
and
self
.
cube
in
config_file_parser
.
get_cubes_names
(
client_type
=
'web'
):
for
cubes
in
config_file_parser
.
construct_cubes
(
client_type
):
for
cubes
in
config_file_parser
.
construct_cubes
(
self
.
client
):
# TODO cubes.source == 'csv'
# TODO cubes.source == 'csv'
if
cubes
.
source
==
'postgres'
:
if
cubes
.
source
==
'postgres'
:
# TODO one config file (I will try to merge dimensions between them in web part)
# TODO one config file (I will try to merge dimensions between them in web part)
if
client_type
==
'web'
:
if
self
.
client
==
'web'
:
fusion
=
_construct_web_star_schema_config_file
(
fusion
=
_construct_web_star_schema_config_file
(
self
,
cubes
)
self
,
cubes
)
else
:
else
:
...
@@ -232,7 +234,7 @@ class MdxEngine:
...
@@ -232,7 +234,7 @@ class MdxEngine:
FROM {sales}
FROM {sales}
it returns :
it returns :
[
[
['Geography','Geography','Continent'],
['Geography','Geography','Continent'],
['Geography','Geography','Continent','Europe'],
['Geography','Geography','Continent','Europe'],
...
@@ -260,9 +262,9 @@ class MdxEngine:
...
@@ -260,9 +262,9 @@ class MdxEngine:
tup_att.replace('All ', '').replace('[', "").replace("
]
", "")
tup_att.replace('All ', '').replace('[', "").replace("
]
", "")
for tup_att in tup[0].replace('.Members', '').split('.')
for tup_att in tup[0].replace('.Members', '').split('.')
]
]
for tup in re.compile(regex).findall(
for tup in re.compile(regex).findall(
query.encode("
utf
-
8
")[start:stop])
query.encode("
utf
-
8
")[start:stop])
if len(tup[0].split('.')) > 1]
if len(tup[0].split('.')) > 1]
# TODO temporary function
# TODO temporary function
def decorticate_query(self, query):
def decorticate_query(self, query):
...
@@ -313,13 +315,13 @@ class MdxEngine:
...
@@ -313,13 +315,13 @@ class MdxEngine:
def change_measures(tuples_on_mdx):
def change_measures(tuples_on_mdx):
"""
"""
Set measures to which exists in the query.
Set measures to which exists in the query.
:param tuples_on_mdx: list of tuples:
:param tuples_on_mdx: list of tuples:
example : [ '[Measures].[Amount]' , '[Geography].[Geography].[Continent]' ]
example : [ '[Measures].[Amount]' , '[Geography].[Geography].[Continent]' ]
:return: measures column's names
:return: measures column's names
"""
"""
return [
return [
...
@@ -362,7 +364,7 @@ class MdxEngine:
...
@@ -362,7 +364,7 @@ class MdxEngine:
else:
else:
tables_columns.update({
tables_columns.update({
tupl[0]:
tupl[0]:
self.tables_loaded[tupl[0]].columns[:len(tupl[2:])]
self.tables_loaded[tupl[0]].columns[:len(tupl[2:])]
})
})
axes.update({axis: tables_columns})
axes.update({axis: tables_columns})
...
@@ -374,12 +376,12 @@ class MdxEngine:
...
@@ -374,12 +376,12 @@ class MdxEngine:
Filter a DataFrame (Dataframe_in) with one tuple.
Filter a DataFrame (Dataframe_in) with one tuple.
Example ::
Example ::
tuple = ['Geography','Geography','Continent','Europe','France','olapy']
tuple = ['Geography','Geography','Continent','Europe','France','olapy']
Dataframe_in in :
Dataframe_in in :
+-------------+----------+---------+---------+---------+
+-------------+----------+---------+---------+---------+
| Continent | Country | Company | Article | Amount |
| Continent | Country | Company | Article | Amount |
+=============+==========+=========+=========+=========+
+=============+==========+=========+=========+=========+
...
@@ -389,9 +391,9 @@ class MdxEngine:
...
@@ -389,9 +391,9 @@ class MdxEngine:
+-------------+----------+---------+---------+---------+
+-------------+----------+---------+---------+---------+
| ..... | ..... | ...... | ..... | ..... |
| ..... | ..... | ...... | ..... | ..... |
+-------------+----------+---------+---------+---------+
+-------------+----------+---------+---------+---------+
out :
out :
+-------------+----------+---------+---------+---------+
+-------------+----------+---------+---------+---------+
| Continent | Country | Company | Article | Amount |
| Continent | Country | Company | Article | Amount |
+=============+==========+=========+=========+=========+
+=============+==========+=========+=========+=========+
...
@@ -513,47 +515,47 @@ class MdxEngine:
...
@@ -513,47 +515,47 @@ class MdxEngine:
If we have multiple dimensions, with many columns like:
If we have multiple dimensions, with many columns like:
columns_to_keep :
columns_to_keep :
Geo -> Continent,Country
Geo -> Continent,Country
Prod -> Company
Prod -> Company
Time -> Year,Month,Day
Time -> Year,Month,Day
we have to use only dimension's columns of current dimension that exist in tuple_as_list and keep other dimensions columns
we have to use only dimension's columns of current dimension that exist in tuple_as_list and keep other dimensions columns
so if tuple_as_list = ['Geography','Geography','Continent']
so if tuple_as_list = ['Geography','Geography','Continent']
columns_to_keep will be:
columns_to_keep will be:
columns_to_keep :
columns_to_keep :
Geo -> Continent
Geo -> Continent
Prod -> Company
Prod -> Company
Time -> Year,Month,Day
Time -> Year,Month,Day
we need columns_to_keep for grouping our columns in the DataFrame
we need columns_to_keep for grouping our columns in the DataFrame
:param tuple_as_list: example : ['Geography','Geography','Continent']
:param tuple_as_list: example : ['Geography','Geography','Continent']
:param columns_to_keep:
:param columns_to_keep:
example :
example :
{
{
'Geography':
'Geography':
['Continent','Country'],
['Continent','Country'],
'Time':
'Time':
['Year','Month','Day']
['Year','Month','Day']
}
}
:return: updated columns_to_keep
:return: updated columns_to_keep
"""
"""
if len(
if len(
...
...
olapy/core/mdx/tools/config_file_parser.py
View file @
f6879c40
...
@@ -10,180 +10,180 @@ from .models import Cube, Dimension, Facts, Table, Dashboard
...
@@ -10,180 +10,180 @@ from .models import Cube, Dimension, Facts, Table, Dashboard
class
ConfigParser
:
class
ConfigParser
:
"""
"""
Parse olapy config files.
Parse olapy config files.
Config file used if you want to show only some measures, dimensions, columns... in excel
Config file used if you want to show only some measures, dimensions, columns... in excel
Config file should be under 'home-directory/olapy-data/cubes/cubes-config.xml'
Config file should be under 'home-directory/olapy-data/cubes/cubes-config.xml'
Excel Config file Structure::
Excel Config file Structure::
<?xml version="1.0" encoding="UTF-8"?>
<?xml version="1.0" encoding="UTF-8"?>
<cubes>
<cubes>
<!-- if you want to set an authentication mechanism in excel so to access cube,
<!-- if you want to set an authentication mechanism in excel so to access cube,
user must set a token with login url like 'http://127.0.0.1/admin -->
user must set a token with login url like 'http://127.0.0.1/admin -->
<!-- default password = admin -->
<!-- default password = admin -->
<xmla_authentication>False</xmla_authentication>
<xmla_authentication>False</xmla_authentication>
<cube>
<cube>
<!-- cube name => db name -->
<!-- cube name => db name -->
<name>labster</name>
<name>labster</name>
<!-- source : postgres | csv -->
<!-- source : postgres | csv -->
<source>postgres</source>
<source>postgres</source>
<!-- star building customized star schema -->
<!-- star building customized star schema -->
<facts>
<facts>
<!-- facts table name -->
<!-- facts table name -->
<table_name>stats_line</table_name>
<table_name>stats_line</table_name>
<keys>
<keys>
<!-- ref = table_name.column -->
<!-- ref = table_name.column -->
<column_name ref="orgunit.id">departement_id</column_name>
<column_name ref="orgunit.id">departement_id</column_name>
</keys>
</keys>
<!-- specify measures explicitly -->
<!-- specify measures explicitly -->
<measures>
<measures>
<!-- by default, all number type columns in facts table, or you can specify them here -->
<!-- by default, all number type columns in facts table, or you can specify them here -->
<name>montant</name>
<name>montant</name>
<name>salaire_brut_mensuel</name>
<name>salaire_brut_mensuel</name>
<name>cout_total_mensuel</name>
<name>cout_total_mensuel</name>
</measures>
</measures>
</facts>
</facts>
<!-- end building customized star schema -->
<!-- end building customized star schema -->
<!-- star building customized dimensions display in excel from the star schema -->
<!-- star building customized dimensions display in excel from the star schema -->
<dimensions>
<dimensions>
<dimension>
<dimension>
<!-- if you want to keep the same name for excel display, just use the same name in name and displayName -->
<!-- if you want to keep the same name for excel display, just use the same name in name and displayName -->
<name>stats_line</name>
<name>stats_line</name>
<displayName>Demande</displayName>
<displayName>Demande</displayName>
<columns>
<columns>
<!-- columns order matter -->
<!-- columns order matter -->
<name>type_demande</name>
<name>type_demande</name>
<name>financeur</name>
<name>financeur</name>
<name>wf_state</name>
<name>wf_state</name>
<name>type_recrutement</name>
<name>type_recrutement</name>
</columns>
</columns>
</dimension>
</dimension>
<dimension>
<dimension>
<!-- if you want to keep the same name for excel display, just use the same name in name and displayName -->
<!-- if you want to keep the same name for excel display, just use the same name in name and displayName -->
<name>orgunit</name>
<name>orgunit</name>
<displayName>Organisation</displayName>
<displayName>Organisation</displayName>
<columns>
<columns>
<!-- columns order matter -->
<!-- columns order matter -->
<name>type</name>
<name>type</name>
<name>nom</name>
<name>nom</name>
<name>sigle</name>
<name>sigle</name>
</columns>
</columns>
</dimension>
</dimension>
</dimensions>
</dimensions>
<!-- end building customized dimensions display in excel from the star schema -->
<!-- end building customized dimensions display in excel from the star schema -->
</cube>
</cube>
</cubes>
</cubes>
WEB Config file Structure::
WEB Config file Structure::
<cubes>
<cubes>
<cube>
<cube>
<!-- cube name => db name -->
<!-- cube name => db name -->
<name>mpr</name>
<name>mpr</name>
<!-- source : postgres | csv -->
<!-- source : postgres | csv -->
<source>postgres</source>
<source>postgres</source>
<!-- star building customized star schema -->
<!-- star building customized star schema -->
<facts>
<facts>
<!-- facts table name -->
<!-- facts table name -->
<table_name>projet</table_name>
<table_name>projet</table_name>
<keys>
<keys>
<!-- ref = table_name.column -->
<!-- ref = table_name.column -->
<column_name ref="vocabulary_crm_status.id">status_id</column_name>
<column_name ref="vocabulary_crm_status.id">status_id</column_name>
<column_name ref="vocabulary_crm_pole_leader.id">pole_leader_id</column_name>
<column_name ref="vocabulary_crm_pole_leader.id">pole_leader_id</column_name>
<column_name ref="contact.id">contact_id</column_name>
<column_name ref="contact.id">contact_id</column_name>
<column_name ref="compte.id">compte_porteur_id</column_name>
<column_name ref="compte.id">compte_porteur_id</column_name>
<column_name ref="vocabulary_crm_aap_type.id">aap_name_id</column_name>
<column_name ref="vocabulary_crm_aap_type.id">aap_name_id</column_name>
</keys>
</keys>
<!-- specify measures explicitly -->
<!-- specify measures explicitly -->
<measures>
<measures>
<!-- by default, all number type columns in facts table, or you can specify them here -->
<!-- by default, all number type columns in facts table, or you can specify them here -->
<name>budget_total</name>
<name>budget_total</name>
<name>subvention_totale</name>
<name>subvention_totale</name>
<name>duree_projet</name>
<name>duree_projet</name>
</measures>
</measures>
</facts>
</facts>
<!-- end building customized star schema -->
<!-- end building customized star schema -->
<tables>
<tables>
<!-- Table name -->
<!-- Table name -->
<table name="vocabulary_crm_status">
<table name="vocabulary_crm_status">
<!-- Columns to keep (INCLUDING id)-->
<!-- Columns to keep (INCLUDING id)-->
<!-- They must be seperated with comma ',' -->
<!-- They must be seperated with comma ',' -->
<columns>id,label</columns>
<columns>id,label</columns>
<!-- Change insignificant table columns names -->
<!-- Change insignificant table columns names -->
<!-- {IMPORTANT} Renaming COMMUN columns between dimensions and other columns if you want, other than ids column -->
<!-- {IMPORTANT} Renaming COMMUN columns between dimensions and other columns if you want, other than ids column -->
<new_name old_column_name="label">Status</new_name>
<new_name old_column_name="label">Status</new_name>
</table>
</table>
<table name="contact">
<table name="contact">
<columns>id,nom,prenom,fonction</columns>
<columns>id,nom,prenom,fonction</columns>
</table>
</table>
</tables>
</tables>
</cube>
</cube>
</cubes>
</cubes>
"""
"""
...
@@ -194,7 +194,7 @@ class ConfigParser:
...
@@ -194,7 +194,7 @@ class ConfigParser:
file_name
=
'cubes-config.xml'
,
file_name
=
'cubes-config.xml'
,
web_config_file_name
=
'web_cube_config.xml'
):
web_config_file_name
=
'web_cube_config.xml'
):
"""
"""
:param cube_path: path to cube (csv folders)
:param cube_path: path to cube (csv folders)
:param file_name: config file name (DEFAULT = cubes-config.xml)
:param file_name: config file name (DEFAULT = cubes-config.xml)
"""
"""
...
@@ -205,7 +205,7 @@ class ConfigParser:
...
@@ -205,7 +205,7 @@ class ConfigParser:
def
config_file_exist
(
self
,
client_type
=
'excel'
):
def
config_file_exist
(
self
,
client_type
=
'excel'
):
"""
"""
Check whether the config file exists or not.
Check whether the config file exists or not.
:return: True | False
:return: True | False
"""
"""
if
client_type
==
'web'
:
if
client_type
==
'web'
:
...
@@ -216,27 +216,35 @@ class ConfigParser:
...
@@ -216,27 +216,35 @@ class ConfigParser:
def
xmla_authentication
(
self
):
def
xmla_authentication
(
self
):
"""
"""
Check if excel need authentication to access cubes or not. (xmla_authentication tag in the config file).
Check if excel need authentication to access cubes or not. (xmla_authentication tag in the config file).
:return: True | False
:return: True | False
"""
"""
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
self
.
file_name
))
as
config_file
:
if
self
.
config_file_exist
():
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
self
.
file_name
))
as
config_file
:
parser
=
etree
.
XMLParser
()
parser
=
etree
.
XMLParser
()
tree
=
etree
.
parse
(
config_file
,
parser
)
tree
=
etree
.
parse
(
config_file
,
parser
)
try
:
try
:
return
tree
.
xpath
(
'/cubes/xmla_authentication'
)[
return
tree
.
xpath
(
'/cubes/xmla_authentication'
)[
0
].
text
==
'True'
0
].
text
==
'True'
except
:
except
:
return
False
return
False
else
:
return
False
def
get_cubes_names
(
self
):
def
get_cubes_names
(
self
,
client_type
=
'excel'
):
"""
"""
Get all cubes names in the config file.
Get all cubes names in the config file.
:return: dict of cube name as key and cube source as value (csv or postgres) (right now only postgres is supported)
:return: dict of cube name as key and cube source as value (csv or postgres) (right now only postgres is supported)
"""
"""
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
self
.
file_name
))
as
config_file
:
if
client_type
==
'excel'
:
file_name
=
self
.
file_name
elif
client_type
==
'web'
:
file_name
=
self
.
web_config_file_name
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
file_name
))
as
config_file
:
parser
=
etree
.
XMLParser
()
parser
=
etree
.
XMLParser
()
tree
=
etree
.
parse
(
config_file
,
parser
)
tree
=
etree
.
parse
(
config_file
,
parser
)
...
@@ -315,7 +323,6 @@ class ConfigParser:
...
@@ -315,7 +323,6 @@ class ConfigParser:
# try:
# try:
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
self
.
web_config_file_name
))
as
config_file
:
self
.
web_config_file_name
))
as
config_file
:
parser
=
etree
.
XMLParser
()
parser
=
etree
.
XMLParser
()
tree
=
etree
.
parse
(
config_file
,
parser
)
tree
=
etree
.
parse
(
config_file
,
parser
)
...
@@ -358,7 +365,6 @@ class ConfigParser:
...
@@ -358,7 +365,6 @@ class ConfigParser:
# try:
# try:
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
with
open
(
os
.
path
.
join
(
self
.
cube_path
,
self
.
web_config_file_name
))
as
config_file
:
self
.
web_config_file_name
))
as
config_file
:
parser
=
etree
.
XMLParser
()
parser
=
etree
.
XMLParser
()
tree
=
etree
.
parse
(
config_file
,
parser
)
tree
=
etree
.
parse
(
config_file
,
parser
)
...
@@ -370,11 +376,11 @@ class ConfigParser:
...
@@ -370,11 +376,11 @@ class ConfigParser:
'rows'
:
dashboard
.
find
(
'Global_table/rows'
).
text
.
split
(
','
)
'rows'
:
dashboard
.
find
(
'Global_table/rows'
).
text
.
split
(
','
)
},
},
pie_charts
=
dashboard
.
find
(
'PieCharts'
).
text
.
split
(
','
),
pie_charts
=
dashboard
.
find
(
'PieCharts'
).
text
.
split
(
','
),
bar_chats
=
dashboard
.
find
(
'BarCharts'
).
text
.
split
(
','
),
bar_cha
r
ts
=
dashboard
.
find
(
'BarCharts'
).
text
.
split
(
','
),
line_charts
=
{
line_charts
=
{
table
.
find
(
'name'
).
text
:
table
.
find
(
'name'
).
text
:
(
table
.
find
(
'columns'
).
text
.
split
(
','
)
(
table
.
find
(
'columns'
).
text
.
split
(
','
)
if
table
.
find
(
'columns'
)
is
not
None
else
'ALL'
)
if
table
.
find
(
'columns'
)
is
not
None
else
'ALL'
)
for
table
in
dashboard
.
findall
(
'LineCharts/table'
)
for
table
in
dashboard
.
findall
(
'LineCharts/table'
)
})
})
for
dashboard
in
tree
.
xpath
(
'/cubes/cube/Dashboards/Dashboard'
)
for
dashboard
in
tree
.
xpath
(
'/cubes/cube/Dashboards/Dashboard'
)
...
...
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