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[ADD] polars_db_process: get db query in polars dataframe
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======================= | ||
Polars Database Process | ||
======================= | ||
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.. | ||
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! | ||
!! This file is generated by oca-gen-addon-readme !! | ||
!! changes will be overwritten. !! | ||
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! | ||
!! source digest: sha256:3fb8a401fe8c3d73e23b477915bbd9ff0b2bcb331711726a4fd5be280ad53d5d | ||
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! | ||
.. |badge1| image:: https://img.shields.io/badge/maturity-Alpha-red.png | ||
:target: https://odoo-community.org/page/development-status | ||
:alt: Alpha | ||
.. |badge2| image:: https://img.shields.io/badge/licence-AGPL--3-blue.png | ||
:target: http://www.gnu.org/licenses/agpl-3.0-standalone.html | ||
:alt: License: AGPL-3 | ||
.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Freporting--engine-lightgray.png?logo=github | ||
:target: https://github.com/OCA/reporting-engine/tree/18.0/polars_db_process | ||
:alt: OCA/reporting-engine | ||
.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png | ||
:target: https://translation.odoo-community.org/projects/reporting-engine-18-0/reporting-engine-18-0-polars_db_process | ||
:alt: Translate me on Weblate | ||
.. |badge5| image:: https://img.shields.io/badge/runboat-Try%20me-875A7B.png | ||
:target: https://runboat.odoo-community.org/builds?repo=OCA/reporting-engine&target_branch=18.0 | ||
:alt: Try me on Runboat | ||
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|badge1| |badge2| |badge3| |badge4| |badge5| | ||
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From a db query, this module allows to transform data in Polars | ||
dataframe and process them according to rules in order to: | ||
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- filter data and display | ||
- obtain another dataframe with only the expected data to use in Odoo | ||
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A such dataframe can help to prepare data in order to be used to | ||
create/update or import | ||
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For that you need to transform/arrange data to the same way | ||
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.. IMPORTANT:: | ||
This is an alpha version, the data model and design can change at any time without warning. | ||
Only for development or testing purpose, do not use in production. | ||
`More details on development status <https://odoo-community.org/page/development-status>`_ | ||
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**Table of contents** | ||
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.. contents:: | ||
:local: | ||
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Bug Tracker | ||
=========== | ||
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Bugs are tracked on `GitHub Issues <https://github.com/OCA/reporting-engine/issues>`_. | ||
In case of trouble, please check there if your issue has already been reported. | ||
If you spotted it first, help us to smash it by providing a detailed and welcomed | ||
`feedback <https://github.com/OCA/reporting-engine/issues/new?body=module:%20polars_db_process%0Aversion:%2018.0%0A%0A**Steps%20to%20reproduce**%0A-%20...%0A%0A**Current%20behavior**%0A%0A**Expected%20behavior**>`_. | ||
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Do not contact contributors directly about support or help with technical issues. | ||
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Credits | ||
======= | ||
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Authors | ||
------- | ||
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* Akretion | ||
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Contributors | ||
------------ | ||
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- Akretion | ||
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- David BEAL [email protected] | ||
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Maintainers | ||
----------- | ||
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This module is maintained by the OCA. | ||
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.. image:: https://odoo-community.org/logo.png | ||
:alt: Odoo Community Association | ||
:target: https://odoo-community.org | ||
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OCA, or the Odoo Community Association, is a nonprofit organization whose | ||
mission is to support the collaborative development of Odoo features and | ||
promote its widespread use. | ||
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.. |maintainer-bealdav| image:: https://github.com/bealdav.png?size=40px | ||
:target: https://github.com/bealdav | ||
:alt: bealdav | ||
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Current `maintainer <https://odoo-community.org/page/maintainer-role>`__: | ||
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|maintainer-bealdav| | ||
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This module is part of the `OCA/reporting-engine <https://github.com/OCA/reporting-engine/tree/18.0/polars_db_process>`_ project on GitHub. | ||
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You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute. |
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from . import models | ||
from . import wizards |
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# License AGPL-3.0 or later (http://www.gnu.org/licenses/agpl). | ||
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{ | ||
"name": "Polars Database Process", | ||
"version": "18.0.1.0.0", | ||
"summary": "Allow to create a Polars dataframe from db.query and " | ||
"check it and process it according to rules", | ||
"category": "Reporting", | ||
"license": "AGPL-3", | ||
"author": "Akretion, Odoo Community Association (OCA)", | ||
"development_status": "Alpha", | ||
"website": "https://github.com/OCA/reporting-engine", | ||
"maintainers": ["bealdav"], | ||
"depends": [ | ||
"polars_process", | ||
], | ||
"external_dependencies": { | ||
"python": [ | ||
"connectorx", | ||
] | ||
}, | ||
"data": [ | ||
"security/ir.model.access.xml", | ||
"wizards/df_process.xml", | ||
"views/dataframe.xml", | ||
"views/df_field.xml", | ||
"views/df_source.xml", | ||
"views/db_config.xml", | ||
"data/demo.xml", | ||
], | ||
"demo": [ | ||
"data/demo.xml", | ||
], | ||
"installable": True, | ||
} |
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<odoo noupdate="1"> | ||
<record id="sqlite_chinook" model="db.config"> | ||
<field name="name">Chinook</field> | ||
<field | ||
name="string_connexion" | ||
>sqlite://.../polars_db_schema/tests/files/chinook.sqlite</field> | ||
</record> | ||
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<record id="contact_chinook" model="dataframe"> | ||
<field name="model_id" ref="base.model_res_partner" /> | ||
<field name="code">Chinook Customers</field> | ||
</record> | ||
</odoo> |
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--{"model": "res.partner"} | ||
SELECT LastName AS name, State AS state, PostalCode AS zip, Email AS mail | ||
-- , Company, Address, City, Country, Phone, Fax, SupportRepId | ||
FROM customers; |
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from . import df_source | ||
from . import db_config |
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import connectorx as cx | ||
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from odoo import _, exceptions, fields, models | ||
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HELP = """ | ||
String connexion samples: | ||
postgres://user:PASSWORD@server:port/database | ||
mssql://user:PASSWORD@server:port/db.encrypt=true&trusted_connection=false | ||
sqlite:///home/user/path/test.db | ||
mysql://user:PASSWORD@server:port/database | ||
oracle://user:PASSWORD@server:port/database | ||
""" | ||
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class DbConfig(models.Model): | ||
_name = "db.config" | ||
_description = "External db.configuration" | ||
_rec_name = "name" | ||
_order = "name" | ||
_rec_names_search = ["name"] | ||
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name = fields.Char(required=True) | ||
string_connexion = fields.Char(required=True, help=HELP) | ||
password = fields.Char(help="Not required for Sqlite") | ||
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def _get_connexion(self): | ||
return self.string_connexion.replace("PASSWORD", self.password or "") | ||
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def test_connexion(self): | ||
res = self._read_sql(self._get_connexion(), "SELECT 1") | ||
if len(res): | ||
# Not invalid in reality | ||
raise exceptions.ValidationError(_("Connexion OK !")) | ||
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def _read_sql(self, connexion, query): | ||
try: | ||
return cx.read_sql(connexion, query, return_type="polars") | ||
except RuntimeError as err: | ||
raise exceptions.ValidationError(err) from err | ||
except TimeoutError as err: | ||
raise exceptions.ValidationError(err) from err | ||
except Exception as err: | ||
raise exceptions.ValidationError(err) from err |
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from pathlib import Path | ||
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from odoo import fields, models | ||
from odoo.modules.module import get_module_path | ||
from odoo.tools.safe_eval import safe_eval | ||
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MODULE = __name__[12 : __name__.index(".", 13)] | ||
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HELP = """Supported files: .xlsx and .sql | ||
Sql files may contains a comment on first line | ||
to be mapped automatically with dataframe, i.e:\n | ||
-- {'model_id': 'product.product', 'db_id': mydb} | ||
-- {'code': 'my_delivery_address', 'db_id': mydb} | ||
""" | ||
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class DfSource(models.Model): | ||
_inherit = "df.source" | ||
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name = fields.Char(help=HELP) | ||
query = fields.Char() | ||
# TODO : -> db_config_id | ||
db_id = fields.Many2one(comodel_name="db.config", help="Database") | ||
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def _file_hook(self, file): | ||
"Map sql file with the right Odoo model via dataframe and the right db.config" | ||
vals = super()._file_hook(file) | ||
if ".sql" in file: | ||
# TODO: improve | ||
content = self._get_file(file).decode("utf-8") | ||
contents = content.split("\n") | ||
if contents: | ||
# we only detect first line | ||
metadata = safe_eval(contents[0].replace("--", "")) | ||
model_name = metadata.get("model") | ||
model = self.env["ir.model"].search([("model", "=", model_name)]) | ||
if model_name: | ||
# we don't want to use these dataframes | ||
dataframes = ( | ||
self.env["df.source"] | ||
.search([]) | ||
.filtered(lambda s: not s.db_id) | ||
.mapped("dataframe_id") | ||
) | ||
dataframe = self.env["dataframe"].search( | ||
[ | ||
("id", "not in", dataframes.ids), | ||
("model_id", "=", model_name), | ||
] | ||
) | ||
if dataframe: | ||
# TODO use first | ||
vals["dataframe_id"] = dataframe[0].id | ||
db_config = self.env["db.config"].search( | ||
[("name", "ilike", metadata.get("db_id"))] | ||
) | ||
vals["db_id"] = db_config and db_config[0].id or False | ||
else: | ||
df = self.env["dataframe"].create( | ||
{"code": model.name, "model_id": model and model[0].id} | ||
) | ||
vals["dataframe_id"] = df.id | ||
vals["query"] = content | ||
return vals | ||
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def _populate(self): | ||
chinook = self.env.ref(f"{MODULE}.sqlite_chinook") | ||
if chinook: | ||
# Demo behavior only | ||
path = Path(get_module_path(MODULE)) / "data/chinook.sqlite" | ||
chinook.string_connexion = f"sqlite://{str(path)}" | ||
return super()._populate() | ||
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def _get_test_file_paths(self): | ||
res = super()._get_test_file_paths() | ||
res.update( | ||
{ | ||
"polars_db_process": { | ||
"relative_path": "data/files", | ||
"xmlid": "polars_db_process.contact_chinook", | ||
} | ||
} | ||
) | ||
return res |
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[build-system] | ||
requires = ["whool"] | ||
build-backend = "whool.buildapi" |
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- Akretion | ||
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- David BEAL <[email protected]> |
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From a db query, this module allows to transform data in Polars dataframe and process them according to rules in order to: | ||
|
||
- filter data and display | ||
- obtain another dataframe with only the expected data to use in Odoo | ||
|
||
A such dataframe can help to prepare data in order to be used to create/update or import | ||
|
||
For that you need to transform/arrange data to the same way |
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<odoo> | ||
<record id="db_config_all" model="ir.model.access"> | ||
<field name="name">Database Config</field> | ||
<field name="model_id" ref="model_db_config" /> | ||
<field name="group_id" ref="base.group_user" /> | ||
<field name="perm_read" eval="1" /> | ||
<field name="perm_create" eval="1" /> | ||
<field name="perm_write" eval="1" /> | ||
<field name="perm_unlink" eval="1" /> | ||
</record> | ||
</odoo> |
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