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[ADD] sheet_to_dataframe: convert file to polars dataframe and proces…
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# generated from manifests external_dependencies | ||
fastexcel | ||
polars |
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======================= | ||
Sheet Dataframe 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/sheet_dataframe_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-sheet_dataframe_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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Based on an imported spreadsheet like file, this module allows to create | ||
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 | ||
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Why dataframe ? | ||
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- a dataframe is a kind of in-memory dataset on which you can operate | ||
- you can operates on your entire dataset a bit like with a database | ||
but in memory: you don't need to iterate on each line to perform | ||
operations | ||
- the operations are powerful: filter, add column resulting from | ||
calculation , select a subset of data | ||
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Why Polars ? | ||
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- performance: code in rust | ||
- environment consideration | ||
- dynamic project | ||
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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:%20sheet_dataframe_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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* | ||
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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/sheet_dataframe_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": "Sheet Dataframe Process", | ||
"version": "18.0.1.0.0", | ||
"category": "Reporting", | ||
"license": "AGPL-3", | ||
"development_status": "Alpha", | ||
"summary": "Allow to create a Polars dataframe from a sheet file and " | ||
"process it according to rules", | ||
"website": "https://github.com/OCA/reporting-engine", | ||
"maintainers": ["bealdav"], | ||
"depends": [ | ||
"contacts", | ||
], | ||
"external_dependencies": { | ||
"python": [ | ||
"polars", | ||
"fastexcel", | ||
] | ||
}, | ||
"data": [ | ||
"data/action.xml", | ||
"data/demo.xml", | ||
"security/ir.model.access.xml", | ||
"wizards/sheet_dataframe.xml", | ||
"views/file_config.xml", | ||
"views/file_field.xml", | ||
"views/file_partner_field.xml", | ||
"views/test_polars_file.xml", | ||
"views/menu.xml", | ||
], | ||
"installable": True, | ||
} |
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<?xml version="1.0" encoding="UTF-8" ?> | ||
<odoo> | ||
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<record id="refresh_conf" model="ir.actions.server"> | ||
<field name="name">Update config</field> | ||
<field name="model_id" ref="model_file_config" /> | ||
<field name="binding_model_id" ref="model_file_config" /> | ||
<field name="state">code</field> | ||
<field name="code">env["file.config"]._refresh_conf_hook()</field> | ||
</record> | ||
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<record id="refresh_file_example" model="ir.actions.server"> | ||
<field name="name">🐻❄️ Populate file polars example</field> | ||
<field name="model_id" ref="model_test_polars_file" /> | ||
<field name="binding_model_id" ref="model_test_polars_file" /> | ||
<field name="state">code</field> | ||
<field name="code">env["test.polars.file"]._populate()</field> | ||
</record> | ||
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</odoo> |
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<odoo> | ||
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<record id="file_config_contact" model="file.config"> | ||
<field name="model_id" ref="base.model_res_partner" /> | ||
<field | ||
name="partner_ids" | ||
eval="[ref('base.res_partner_18'), ref('base.res_partner_5')]" | ||
/> | ||
</record> | ||
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<record id="file_config_contact_country" model="file.field"> | ||
<field name="config_id" ref="file_config_contact" /> | ||
<field name="field_id" ref="base.field_res_partner__country_code" /> | ||
</record> | ||
<record id="file_config_contact_name" model="file.field"> | ||
<field name="config_id" ref="file_config_contact" /> | ||
<field name="field_id" ref="base.field_res_partner__name" /> | ||
<field name="required" eval="1" /> | ||
<field name="on_fail">skip</field> | ||
</record> | ||
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</odoo> |
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from . import file_config | ||
from . import file_field | ||
from . import file_partner_field | ||
from . import test_file |
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from odoo import Command, fields, models | ||
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class FileConfig(models.Model): | ||
_name = "file.config" | ||
_inherit = "mail.thread" | ||
_description = "File Configuration" | ||
_rec_name = "model_id" | ||
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model_id = fields.Many2one( | ||
comodel_name="ir.model", required=True, ondelete="cascade" | ||
) | ||
code = fields.Char(help="Allow to browse between several identical models") | ||
action = fields.Selection( | ||
selection=[ | ||
("display", "Display"), | ||
("dataframe", "Dataframe"), | ||
], | ||
default="display", | ||
help="Some other behaviors can be implemented", | ||
) | ||
partner_ids = fields.Many2many( | ||
comodel_name="res.partner", domain="[('active', 'in', (True, False))]" | ||
) | ||
field_ids = fields.One2many( | ||
comodel_name="file.field", inverse_name="config_id", copy=True | ||
) | ||
field_match_ids = fields.One2many( | ||
comodel_name="file.partner.field", inverse_name="config_id", copy=True | ||
) | ||
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def populate_match_lines(self): | ||
# TODO use api depends instead of ui button | ||
self.ensure_one() | ||
for partner in self.partner_ids: | ||
ffields = self.field_match_ids.filtered( | ||
lambda s, partner=partner: s.partner_id == partner | ||
).mapped("field_id") | ||
line_ids = self.field_ids.filtered( | ||
lambda s, ffields=ffields: s.field_id not in ffields | ||
).mapped("id") | ||
self.field_match_ids = [ | ||
Command.create({"partner_id": partner.id, "line_id": x}) | ||
for x in line_ids | ||
] | ||
self.field_match_ids.filtered( | ||
lambda s: s.partner_id not in s.config_id.partner_ids | ||
).unlink() | ||
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def _refresh_conf_hook(self): | ||
"You use it to trigger specific behavior" |
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from odoo import fields, models | ||
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class FileField(models.Model): | ||
_name = "file.field" | ||
_description = "Configuration de l'import de champ" | ||
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config_id = fields.Many2one( | ||
comodel_name="file.config", required=True, ondelete="cascade" | ||
) | ||
field_id = fields.Many2one( | ||
comodel_name="ir.model.fields", | ||
ondelete="cascade", | ||
required=True, | ||
domain="[('model_id', '=', model_id)]", | ||
# [('model_id', '=', model_id)] | ||
) | ||
model_id = fields.Many2one( | ||
comodel_name="ir.model", | ||
readonly=True, | ||
) | ||
required = fields.Boolean( | ||
tracking=True, | ||
help="Prevent to import missing data if field is missing in some records", | ||
) | ||
on_fail = fields.Selection( | ||
selection=[("stop", "Stop Process"), ("skip", "Skip record (TODO)")], | ||
default="stop", | ||
help="What should be the behavior in case of failure regarding constraint " | ||
"fields (required, format, etc)", | ||
) |
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from odoo import fields, models | ||
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class FilePartnerField(models.Model): | ||
_name = "file.partner.field" | ||
_inherits = {"file.field": "line_id"} | ||
_description = "Configuration de l'import de champ" | ||
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line_id = fields.Many2one( | ||
comodel_name="file.field", required=True, ondelete="cascade" | ||
) | ||
partner_id = fields.Many2one( | ||
comodel_name="res.partner", | ||
) | ||
matching_column = fields.Char(help="Field name in spreadsheet") |
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import base64 | ||
from pathlib import Path | ||
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from odoo import fields, models | ||
from odoo.modules.module import get_module_path | ||
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class TestPolarsFile(models.Model): | ||
_name = "test.polars.file" | ||
_description = "Example files to ensure your configuration match with cases" | ||
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config_id = fields.Many2one( | ||
comodel_name="file.config", required=True, ondelete="cascade", readonly=True | ||
) | ||
name = fields.Char() | ||
template = fields.Binary(string="Fichier", attachment=False) | ||
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def _populate(self): | ||
def create_attach(myfile, addon, idstring, relative_path): | ||
with open(myfile, "rb") as f: | ||
vals = { | ||
"config_id": self.env.ref(idstring).id, | ||
"name": f.name[f.name.find(addon) :], | ||
} | ||
self.env[self._name].sudo().create(vals) | ||
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self.env[self._name].search([("template", "=", False)]).unlink() | ||
paths = self._get_test_file_paths() | ||
for addon, data in paths.items(): | ||
relative_path = data["relative_path"] | ||
idstring = f"{addon}.{data['xmlid']}" | ||
if self.env.ref(idstring): | ||
mpath = Path(get_module_path(addon)) / relative_path | ||
for mfile in tuple(mpath.iterdir()): | ||
create_attach(mfile, addon, idstring, relative_path) | ||
action = self.env.ref( | ||
"sheet_dataframe_process.test_polars_file_action" | ||
)._get_action_dict() | ||
return action | ||
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def try_import(self): | ||
self.ensure_one() | ||
transient = self.env["sheet.dataframe.transient"].create( | ||
{ | ||
"filename": self.name, | ||
"file": self._get_file(), | ||
"config_id": self.config_id.id, | ||
} | ||
) | ||
action = self.env.ref( | ||
"sheet_dataframe_process.sheet_dataframe_transient_action" | ||
)._get_action_dict() | ||
action["res_id"] = transient.id | ||
return action | ||
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def _get_file(self): | ||
# TODO Clean | ||
if self.template: | ||
return self.template | ||
module = self.name[: self.name.find("/")] | ||
relative = self._get_test_file_paths().get(module) | ||
relative = relative and relative.get("relative_path") | ||
if relative: | ||
path = Path(get_module_path(module)) | ||
path = path / relative / self.name[self.name.rfind("/") + 1 :] | ||
# myfile = path / self.name | ||
with open(path, "rb") as f: | ||
return base64.b64encode(f.read()) | ||
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def _get_test_file_paths(self): | ||
""" | ||
You may override if you want populate files in your module | ||
returns: | ||
{"module_name": { | ||
"relative_path": "tests/files", | ||
"xmlid": "file_config_xml_id"} | ||
} | ||
} | ||
""" | ||
return { | ||
"sheet_dataframe_process": { | ||
"relative_path": "tests/files", | ||
"xmlid": "file_config_contact", | ||
} | ||
} |
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[build-system] | ||
requires = ["whool"] | ||
build-backend = "whool.buildapi" |
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