From 14e751885f4d02564954292bdc3297293d44ec5a Mon Sep 17 00:00:00 2001 From: David Beal Date: Mon, 28 Oct 2024 22:22:24 +0100 Subject: [PATCH 1/8] [ADD] polars_process: process polars dataframe from file --- polars_process/README.rst | 122 +++++ polars_process/__init__.py | 2 + polars_process/__manifest__.py | 34 ++ polars_process/data/action.xml | 10 + polars_process/data/demo.xml | 44 ++ polars_process/models/__init__.py | 4 + polars_process/models/df_field.py | 34 ++ polars_process/models/df_source.py | 105 ++++ polars_process/models/ir_model_fields.py | 14 + polars_process/models/model_map.py | 40 ++ polars_process/pyproject.toml | 3 + polars_process/readme/CONTRIBUTORS.md | 3 + polars_process/readme/DESCRIPTION.md | 26 + polars_process/security/ir.model.access.xml | 41 ++ polars_process/static/description/icon.png | Bin 0 -> 2605 bytes polars_process/static/description/index.html | 466 ++++++++++++++++++ polars_process/tests/__init__.py | 1 + polars_process/tests/files/4_fields.xlsx | Bin 0 -> 5432 bytes .../tests/files/missing_required_column.xlsx | Bin 0 -> 5340 bytes polars_process/tests/files/wrong_date.xlsx | Bin 0 -> 5415 bytes polars_process/tests/test_module.py | 45 ++ polars_process/views/df_field.xml | 27 + polars_process/views/df_source.xml | 83 ++++ polars_process/views/menu.xml | 28 ++ polars_process/views/model_map.xml | 69 +++ polars_process/wizards/__init__.py | 1 + polars_process/wizards/df_process_wiz.py | 119 +++++ polars_process/wizards/df_process_wiz.xml | 52 ++ requirements.txt | 3 + 29 files changed, 1376 insertions(+) create mode 100644 polars_process/README.rst create mode 100644 polars_process/__init__.py create mode 100644 polars_process/__manifest__.py create mode 100644 polars_process/data/action.xml create mode 100644 polars_process/data/demo.xml create mode 100644 polars_process/models/__init__.py create mode 100644 polars_process/models/df_field.py create mode 100644 polars_process/models/df_source.py create mode 100644 polars_process/models/ir_model_fields.py create mode 100644 polars_process/models/model_map.py create mode 100644 polars_process/pyproject.toml create mode 100644 polars_process/readme/CONTRIBUTORS.md create mode 100644 polars_process/readme/DESCRIPTION.md create mode 100644 polars_process/security/ir.model.access.xml create mode 100644 polars_process/static/description/icon.png create mode 100644 polars_process/static/description/index.html create mode 100644 polars_process/tests/__init__.py create mode 100644 polars_process/tests/files/4_fields.xlsx create mode 100644 polars_process/tests/files/missing_required_column.xlsx create mode 100644 polars_process/tests/files/wrong_date.xlsx create mode 100644 polars_process/tests/test_module.py create mode 100644 polars_process/views/df_field.xml create mode 100644 polars_process/views/df_source.xml create mode 100644 polars_process/views/menu.xml create mode 100644 polars_process/views/model_map.xml create mode 100644 polars_process/wizards/__init__.py create mode 100644 polars_process/wizards/df_process_wiz.py create mode 100644 polars_process/wizards/df_process_wiz.xml create mode 100644 requirements.txt diff --git a/polars_process/README.rst b/polars_process/README.rst new file mode 100644 index 000000000..7d94bdb5c --- /dev/null +++ b/polars_process/README.rst @@ -0,0 +1,122 @@ +============== +Polars Process +============== + +.. + !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! + !! 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%2Fserver--backend-lightgray.png?logo=github + :target: https://github.com/OCA/server-backend/tree/18.0/polars_process + :alt: OCA/server-backend +.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png + :target: https://translation.odoo-community.org/projects/server-backend-18-0/server-backend-18-0-polars_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/server-backend&target_branch=18.0 + :alt: Try me on Runboat + +|badge1| |badge2| |badge3| |badge4| |badge5| + +From an imported spreadsheet (xlsx) or 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 + +Typical use case: + +You receive files from your vendors and these files have many difference +(column names, number of columns, dirty paging) but contains data +related to same concepts. Then you want apply them a common process to +automate things. For that you need to transform/arrange data to the same +way + +Why dataframe ? + +- 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 + +Why Polars ? + +- performance: code in rust +- environment consideration +- dynamic project + +.. 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 `_ + +**Table of contents** + +.. contents:: + :local: + +Bug Tracker +=========== + +Bugs are tracked on `GitHub 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 `_. + +Do not contact contributors directly about support or help with technical issues. + +Credits +======= + +Authors +------- + +* Akretion + +Contributors +------------ + +- Akretion + + - David BEAL + +Maintainers +----------- + +This module is maintained by the OCA. + +.. image:: https://odoo-community.org/logo.png + :alt: Odoo Community Association + :target: https://odoo-community.org + +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. + +.. |maintainer-bealdav| image:: https://github.com/bealdav.png?size=40px + :target: https://github.com/bealdav + :alt: bealdav + +Current `maintainer `__: + +|maintainer-bealdav| + +This module is part of the `OCA/server-backend `_ project on GitHub. + +You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute. diff --git a/polars_process/__init__.py b/polars_process/__init__.py new file mode 100644 index 000000000..aee8895e7 --- /dev/null +++ b/polars_process/__init__.py @@ -0,0 +1,2 @@ +from . import models +from . import wizards diff --git a/polars_process/__manifest__.py b/polars_process/__manifest__.py new file mode 100644 index 000000000..424d0dc6a --- /dev/null +++ b/polars_process/__manifest__.py @@ -0,0 +1,34 @@ +# License AGPL-3.0 or later (http://www.gnu.org/licenses/agpl). + +{ + "name": "Polars Process", + "version": "18.0.1.0.0", + "summary": "Allow to create a Polars model_map from file or db query 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/server-backend", + "maintainers": ["bealdav"], + "depends": [ + "contacts", + ], + "external_dependencies": { + "python": [ + "polars", + "fastexcel", + ] + }, + "data": [ + "data/action.xml", + "data/demo.xml", + "security/ir.model.access.xml", + "wizards/df_process_wiz.xml", + "views/model_map.xml", + "views/df_field.xml", + "views/df_source.xml", + "views/menu.xml", + ], + "installable": True, +} diff --git a/polars_process/data/action.xml b/polars_process/data/action.xml new file mode 100644 index 000000000..79956c9e0 --- /dev/null +++ b/polars_process/data/action.xml @@ -0,0 +1,10 @@ + + + + βš™ Populate data source + + + code + env["df.source"]._populate() + + diff --git a/polars_process/data/demo.xml b/polars_process/data/demo.xml new file mode 100644 index 000000000..92bcdec35 --- /dev/null +++ b/polars_process/data/demo.xml @@ -0,0 +1,44 @@ + + + + stop + import_preprocess + + + + + + + Country + + + + + Name + + + + + + Street + + + + + + 2nd Street + street2 + + + + + Date + + + + + + Colour + Color + + diff --git a/polars_process/models/__init__.py b/polars_process/models/__init__.py new file mode 100644 index 000000000..7bea59dc5 --- /dev/null +++ b/polars_process/models/__init__.py @@ -0,0 +1,4 @@ +from . import model_map +from . import df_field +from . import df_source +from . import ir_model_fields diff --git a/polars_process/models/df_field.py b/polars_process/models/df_field.py new file mode 100644 index 000000000..c07d16e94 --- /dev/null +++ b/polars_process/models/df_field.py @@ -0,0 +1,34 @@ +from odoo import fields, models + + +class FileField(models.Model): + _name = "df.field" + _inherit = ["mail.thread"] + _description = "Configuration de l'import de champ" + _order = "field_id ASC" + _rec_name = "field_id" + _rec_names_search = ["field_id"] + + model_map_id = fields.Many2one( + comodel_name="model.map", required=True, ondelete="cascade" + ) + sequence = fields.Integer() + field_id = fields.Many2one( + comodel_name="ir.model.fields", + ondelete="cascade", + required=True, + domain="[('model_id', '=', model_id)]", + ) + model_id = fields.Many2one( + comodel_name="ir.model", + related="model_map_id.model_id", + readonly=True, + ) + name = fields.Char(help="Name field in the source file (spreadsheet)") + renamed = fields.Char(help="If specified, renamed in model_map") + required = fields.Boolean( + help="Prevent to import missing data if field is missing in some records", + ) + check_type = fields.Boolean( + help="Check data type is compatible", + ) diff --git a/polars_process/models/df_source.py b/polars_process/models/df_source.py new file mode 100644 index 000000000..17f7e9a90 --- /dev/null +++ b/polars_process/models/df_source.py @@ -0,0 +1,105 @@ +import base64 +from pathlib import Path + +from odoo import _, fields, models +from odoo.modules.module import get_module_path + + +class DfSource(models.Model): + _name = "df.source" + _description = "Dataframe data source" + _rec_name = "name" + _rec_names_search = ["name"] + + model_map_id = fields.Many2one( + comodel_name="model.map", required=True, ondelete="cascade" + ) + name = fields.Char(help="Supported files: .xlsx") + sequence = fields.Integer() + state = fields.Selection(selection=[('draft', "Draft"), ("ready", "Ready"), ("done", "Done")], default="draft") + rename = fields.Boolean(help="Display renamed Dataframe in wizard") + template = fields.Binary(string="File", attachment=False) + readonly = fields.Boolean(help="Imported records from module are readonly created") + + def start(self): + self.ensure_one() + vals = { + "filename": self.name, + "df_source_id": self.id, + "model_map_id": self.model_map_id.id, + } + if ".xlsx" in self.name: + vals["file"] = base64.b64encode(self._get_file()) + transient = self.env["df.process.wiz"].create(vals) + action = self.env.ref("polars_process.df_process_wiz_action")._get_action_dict() + action["res_id"] = transient.id + self.state = "done" + return action + + def reset_process(self): + self.ensure_one() + self._reset_process() + + def _reset_process(self): + "Inherit me" + self.state = "draft" + + def _populate(self): + def create_attach(myfile, addon, idstring, relative_path): + with open(myfile, "rb") as f: + name = f.name[f.name.find(addon) :] + vals = { + "model_map_id": self.env.ref(idstring).id, + "name": name, + "readonly": True, + "rename": True, + } + vals.update(self._file_hook(name)) + self.env[self._name].sudo().create(vals) + + 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 = 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("polars_process.df_source_action")._get_action_dict() + return action + + def _get_file(self, name=None): + # TODO Clean + if self.template: + return self.template + name = self.name or name + module = name[: 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 / name[name.rfind("/") + 1 :] + with open(path, "rb") as f: + return f.read() + + 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": "model_map_xml_id"} + } + } + """ + return { + "polars_process": { + "relative_path": "tests/files", + "xmlid": "polars_process.model_map_contact", + } + } + + def _file_hook(self, file): + "Overide me in your own module" + return {} diff --git a/polars_process/models/ir_model_fields.py b/polars_process/models/ir_model_fields.py new file mode 100644 index 000000000..14d2039c8 --- /dev/null +++ b/polars_process/models/ir_model_fields.py @@ -0,0 +1,14 @@ +from odoo import api, models + + +class IrModelFields(models.Model): + _inherit = "ir.model.fields" + + @api.depends("field_description", "model") + def _compute_display_name(self): + super()._compute_display_name() + if self.env.context.get("technical_name"): + for field in self: + if self.env.context.get("technical_name"): + field.display_name = field.name + return diff --git a/polars_process/models/model_map.py b/polars_process/models/model_map.py new file mode 100644 index 000000000..83642a33b --- /dev/null +++ b/polars_process/models/model_map.py @@ -0,0 +1,40 @@ +from odoo import fields, models + + +class ModelMap(models.Model): + _name = "model.map" + _inherit = "mail.thread" + _description = "File Configuration" + _rec_name = "code" + _rec_names_search = ["model_id", "code"] + + model_id = fields.Many2one( + comodel_name="ir.model", + required=True, + copy=False, + ondelete="cascade", + tracking=True, + ) + code = fields.Char(help="Allow to browse between several identical models") + rename = fields.Boolean(help="Rename Dataframe fields") + action = fields.Selection( + selection=[ + ("display", "Display"), + ("import", "Import data"), + ], + default="display", + tracking=True, + help="Some other behaviors can be implemented", + ) + on_fail = fields.Selection( + selection=[("stop", "Stop"), ("skip", "Skip record (TODO)")], + default="stop", + tracking=True, + help="What should be the behavior in case of failure regarding constraint " + "fields (required, format, etc)\n\n" + " - Stop: stop the process by raising an exception\n" + " - Skip record: current line'll be ignored from the next process", + ) + field_ids = fields.One2many( + comodel_name="df.field", inverse_name="model_map_id", copy=True + ) diff --git a/polars_process/pyproject.toml b/polars_process/pyproject.toml new file mode 100644 index 000000000..4231d0ccc --- /dev/null +++ b/polars_process/pyproject.toml @@ -0,0 +1,3 @@ +[build-system] +requires = ["whool"] +build-backend = "whool.buildapi" diff --git a/polars_process/readme/CONTRIBUTORS.md b/polars_process/readme/CONTRIBUTORS.md new file mode 100644 index 000000000..a388703b6 --- /dev/null +++ b/polars_process/readme/CONTRIBUTORS.md @@ -0,0 +1,3 @@ +- Akretion + + > - David BEAL \<\> diff --git a/polars_process/readme/DESCRIPTION.md b/polars_process/readme/DESCRIPTION.md new file mode 100644 index 000000000..9d5d69103 --- /dev/null +++ b/polars_process/readme/DESCRIPTION.md @@ -0,0 +1,26 @@ +From an imported spreadsheet (xlsx) or 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 + +Typical use case: + +You receive files from your vendors and these files have many difference (column names, number of columns, dirty paging) but contains data related to same concepts. +Then you want apply them a common process to automate things. +For that you need to transform/arrange data to the same way + + +Why dataframe ? + +- 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 + + +Why Polars ? + +- performance: code in rust +- environment consideration +- dynamic project diff --git a/polars_process/security/ir.model.access.xml b/polars_process/security/ir.model.access.xml new file mode 100644 index 000000000..3f311460e --- /dev/null +++ b/polars_process/security/ir.model.access.xml @@ -0,0 +1,41 @@ + + + Dataframe + + + + + + + + + + Df Field + + + + + + + + + + df.process.wiz + + + + + + + + + + df.source + + + + + + + + diff --git a/polars_process/static/description/icon.png b/polars_process/static/description/icon.png new file mode 100644 index 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+++ b/polars_process/static/description/index.html @@ -0,0 +1,466 @@ + + + + + +Polars Process + + + +
+

Polars Process

+ + +

Alpha License: AGPL-3 OCA/server-backend Translate me on Weblate Try me on Runboat

+

From an imported spreadsheet (xlsx) or 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

+

Typical use case:

+

You receive files from your vendors and these files have many difference +(column names, number of columns, dirty paging) but contains data +related to same concepts. Then you want apply them a common process to +automate things. For that you need to transform/arrange data to the same +way

+

Why dataframe ?

+
    +
  • 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
    • +
+

Why Polars ?

+
    +
  • performance: code in rust
    • +
  • environment consideration
    • +
  • dynamic project
    • +
+
+

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

+
+

Table of contents

+ +
+

Bug Tracker

+

Bugs are tracked on GitHub 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.

+

Do not contact contributors directly about support or help with technical issues.

+
+
+

Credits

+
+

Authors

+
    +
  • Akretion
    • +
+
+
+

Contributors

+ +
+
+

Maintainers

+

This module is maintained by the OCA.

+ +Odoo Community Association + +

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.

+

Current maintainer:

+

bealdav

+

This module is part of the OCA/server-backend project on GitHub.

+

You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.

+
+
+
+ + diff --git a/polars_process/tests/__init__.py b/polars_process/tests/__init__.py new file mode 100644 index 000000000..d9b96c4fa --- /dev/null +++ b/polars_process/tests/__init__.py @@ -0,0 +1 @@ +from . import test_module diff --git a/polars_process/tests/files/4_fields.xlsx b/polars_process/tests/files/4_fields.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..815bedfc2aba0d8a63554938426a0d7dd061f396 GIT binary patch literal 5432 zcmaJ_2UL^W(hW!;LPBpMMVeft_a=fgX`xFeKp@fyy;lLHgLDv(-mWyING}4?0@8Z` zDS}cIPy{J2@&4<|^ZoZu)=F9Hn>jgq=Iq&XG*z$QQ36095C9oqUK?h-{dLC!Lcvj#JL0p zox_XJYEE2ezMHDB$OndzxUDxW14_CF&s}_YMNs*Hy<}qdwUKhSUE?)W4u@9m4HWvh zC#Vo^9zaz`aXwgXTLGkGp17Jm@Dez;ir5G<+>Rl4vDV9<3Bqd$gF4y^J1H~K``#6N zug{Xi?AfQHR^VSE)FE?r zjT^4c@I!o53waoywYwjbH9$#i_c;}VpqWavQO@b$28E_70Vq6ED03GB!Z0oXp!tt5 zkzk(icHs3wy4u5$NP8Y{M~7IQey4dp($*tRJhUS>%MZNun6hQcH%95jx9$i=opX@4--)MaLb@MxL;_p6z){iFE!E7JXov z(Y+xa^I6o##r;Cm-ErT&(Ex;{9cG)5n5G`L!{|hd zRP8L2s7E3!{Fn)Bn#%Gdc9=x?k8K&SQd~D$FTcj2jw?K@q>?#a6lD#g*a;iVI{s6C z&MY?Vi+_-f_CTCre-Y5GcC3VV)~oNS#CvUls%6m19onN?K{7UlYPaQvr@pW)TLrx} z9%n||vchU*c^Vo=wR^#+6{FaQ{JsmS+4@l5wTzwY57v2v0a4c~HupFDUEf-3nJW-w z#XVd_dlA6(EruSh+<`OhZ|5=S4&B5t;ODf#&I(?U2%yERh?e;B}6Z+z9!ZmjarBW59ba zuI|tUnT|}NgXPtQp4=m?uXgT@r(QfNXD{12P0K0l1G^Kt!r|!7i1agW>Dc0a2RcZ; zhZtSh%8u1%3!xnF*t}5DDEl+3oO3n{@d==m^8Ka!y!JJmft~PFzg_uy&t(6BkLb9J zC42Z+B5c{fgkE`_-~a&5SN^SRAb*vOo4bz#!VOzAI|io6`5Tl0OI0#0RbsY@^+`MB zpOS5Pb?S=83T;UydPQzCQ74G(Rx#1e*Nl5U8&g(gm&Qr+8>7wKEw4lzpmwl&32`O5IfCX%Dys6{zWUONmCn}}a#6dWX|V89;8e;STsbH zlpUNWWOJH8iw_ucog5a8%e0$?=LaZe9?Ph>@Bkl*BJc!_r0Ix+!vHhgJ! ziy>0WehlyK)UD8Wz=FnQD~>NJ%5vm7Oyd&tPhLau!gUWvwVQ!M&n#Ee>+&Lrj`zYl z5@L^ULcVe7jfZxv58z8ulqr4c@>HjZifT?V8FQMO)AbYpB=s{W8$Sg?xoguRMP}o4 zI;Tqd+wKZWc*TBv@mJXw!PBtRgB~8u8A*DX+@fb61$27fA>nQ$ndNV7>o|W!Pa>62M$CTh89UF z|Ese4Q;^LvdFMn$|fwmg=Lv<2g z4)ayjHV^qu{;01C*F5~E86>ZdoP?SP1wrIG|3 z0u5>C9+VnlGb{*%j-K*TEp%wd4P;lye>~pFo7LUG_LelI<;A0=*}(oyeNx=r7vFl@ zX(|7_lI5Ud?j21rE2C0tXc@&Cx%$oHsHjlW>MYTb))4^D%1u;Jz!~6&z4hwwcKV>A zPMGjQlRY(ktTA9~RT2rAOEw5o@uFQzz92QY5yrz#SGqjiiVZmb^)DuMe|u$Uo4?QxZ$E2}1{8b^sjW|m>0^3k`P78gGa%z|^{9#a`G z={If~(Grq^M~2TcrY$yVVcI~B#unaM$p-D}(B)E+Z!Uh-af={>nGN;>NpPBby9aiH`8h{EVNg7HEv(qX#|Sn@2jF0KR4V^~bAF59?D|7Vkl(z@;5fJ12P z^FM$vk2i~2CRBLn!t$rS_)nC&2_JppK$X^w(HZh9lc($O2%m>MWN3?D{j|99&@_xI z4#f=rf`jNODLOy>{HN9aI4iwbmrzX z=#Cce;J)&B77mI^r^5J3trMqavs>3iwdFK~*sQ?sIbR>-D$14dso>3Tr4sgpO1aV zF#BfzSFwwsd#u=Xv$1eRSn0UC+B#YP6fY@>Q1vVP;P9g?mI1mqkwswoArDQgaIonX1*6fAZ%xfjHILch zOm82(o1>^+3?mxhQY`ALV304ab6bEUu<{Pzm5Tn56^~-vTJ~m%kRkyj-fytWv`@2? 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", "
") + return string diff --git a/polars_process/views/df_field.xml b/polars_process/views/df_field.xml new file mode 100644 index 000000000..c6a0e583b --- /dev/null +++ b/polars_process/views/df_field.xml @@ -0,0 +1,27 @@ + + + df.field + + + + + + + + + + + + + + + Df Field + df.field + list + df-field + + diff --git a/polars_process/views/df_source.xml b/polars_process/views/df_source.xml new file mode 100644 index 000000000..98a6e4269 --- /dev/null +++ b/polars_process/views/df_source.xml @@ -0,0 +1,83 @@ + + + df.source + +
+ +
+ + + + + + + + + + + + + + + + + df.source + + + + +
+ + + + + + + + + + + +
+ PASSWORD in string connexion'll be replaced by password field +
+ + + +
+ + + + db.config + + + + + + + + + Database Config + db.config + list,form + db-config + + + + diff --git a/polars_db_process/views/df_field.xml b/polars_db_process/views/df_field.xml new file mode 100644 index 000000000..238507479 --- /dev/null +++ b/polars_db_process/views/df_field.xml @@ -0,0 +1 @@ + diff --git a/polars_db_process/views/df_source.xml b/polars_db_process/views/df_source.xml new file mode 100644 index 000000000..6fae3bc79 --- /dev/null +++ b/polars_db_process/views/df_source.xml @@ -0,0 +1,62 @@ + + + df.source + + + + + + + + + + + + + + + df.source + + + + + + + Remove data for model map action on 'import' + + + {'accepted_file_extensions': '.xlsx,.sql'} + + + query and not db_conf_id + + + + + + df.source + + + + + + + + + + + diff --git a/polars_db_process/views/model_map.xml b/polars_db_process/views/model_map.xml new file mode 100644 index 000000000..238507479 --- /dev/null +++ b/polars_db_process/views/model_map.xml @@ -0,0 +1 @@ + diff --git a/polars_db_process/wizards/__init__.py b/polars_db_process/wizards/__init__.py new file mode 100644 index 000000000..9c2ab917e --- /dev/null +++ b/polars_db_process/wizards/__init__.py @@ -0,0 +1 @@ +from . import df_process_wiz diff --git a/polars_db_process/wizards/df_process_wiz.py b/polars_db_process/wizards/df_process_wiz.py new file mode 100644 index 000000000..f6b19c5b2 --- /dev/null +++ b/polars_db_process/wizards/df_process_wiz.py @@ -0,0 +1,80 @@ +import logging + +from odoo import _, exceptions, models + +logger = logging.getLogger(__name__) + + +class DfProcessWiz(models.TransientModel): + _inherit = "df.process.wiz" + + def _pre_process(self): + res = super()._pre_process() + if not self.file: + self._pre_process_query() + return res + + def _pre_process_query(self): + "You may inherit to set your own behavior" + if not self.df_source_id.db_conf_id: + raise exceptions.ValidationError( + _("Missing database configuration in your df source ") + ) + self._process_query() + + def _process_query(self): + self.ensure_one() + df = self.df_source_id.db_conf_id._read_sql(self.df_source_id.query) + if self.model_map_id: + if self.model_map_id.action == "import": + self._odoo_data_import(df) + + def _odoo_data_import(self, df): + model = self.model_map_id.model_id.model + vals_list = df.to_dicts() + mapper = {} + rebellious = {} + for vals in vals_list: + for key in self.env["model.map"]._get_touchy_fields_to_import().get(model): + if key in vals: + rebellious[key] = vals.pop(key) + uidstring = vals.pop("id") + nvals = { + x: val for x, val in vals.items() if x in self.env[model]._fields.keys() + } + if "parent_id" in nvals: + # here for product.category + # TODO move this specific behavior elsewhere + nvals["parent_id"] = mapper.get(nvals["parent_id"]) + rec = self.env[model].create(nvals) + mapper[uidstring] = rec.id + logger.info(f" >>> {vals}") + self._set_uidstring(uidstring, rec, model) + self._process_touchy_fields(rec, rebellious) + + def _set_uidstring(self, uidstring, record, model): + """Create Unique Id String also know as XmlId in the Odoo world, + even if not really xml ;-)""" + self.env["ir.model.data"].create( + { + "res_id": record.id, + "model": model, + "module": self.model_map_id._get_uidstring_module_name(), + "name": uidstring, + "noupdate": False, + } + ) + + def _process_touchy_fields(self, record, rebellious): + """Override Suggestion: + self._touchy_fields_fallback(record, rebellious) + or any other alternative + """ + + def _touchy_fields_fallback(self, record, rebellious): + for key in rebellious: + try: + record[key] = rebellious[key] + except Exception: + logger.warning(f"\n\n\n\n\nPb here {rebellious[key]}") + continue diff --git a/polars_db_process/wizards/df_process_wiz.xml b/polars_db_process/wizards/df_process_wiz.xml new file mode 100644 index 000000000..238507479 --- /dev/null +++ b/polars_db_process/wizards/df_process_wiz.xml @@ -0,0 +1 @@ + From 6c3f6b7f04088b427383c135c18990d449c53994 Mon Sep 17 00:00:00 2001 From: David Beal Date: Thu, 31 Oct 2024 08:42:48 +0100 Subject: [PATCH 3/8] [ADD] polars_db_schema: introspect databases with dataframe capabilities --- polars_db_schema/README.rst | 88 ++++ polars_db_schema/__init__.py | 1 + polars_db_schema/__manifest__.py | 21 + polars_db_schema/data/db_type.xml | 44 ++ polars_db_schema/models/__init__.py | 4 + polars_db_schema/models/db_config.py | 46 ++ polars_db_schema/models/db_source.py | 17 + polars_db_schema/models/db_table.py | 91 ++++ polars_db_schema/models/db_type.py | 15 + polars_db_schema/pyproject.toml | 3 + polars_db_schema/readme/CONTRIBUTORS.md | 2 + polars_db_schema/readme/DESCRIPTION.md | 5 + polars_db_schema/security/ir.model.access.xml | 20 + .../static/description/figure1.png | Bin 0 -> 124093 bytes .../static/description/index.html | 435 ++++++++++++++++++ polars_db_schema/views/db_config.xml | 25 + polars_db_schema/views/db_table.xml | 32 ++ polars_db_schema/views/db_type.xml | 50 ++ 18 files changed, 899 insertions(+) create mode 100644 polars_db_schema/README.rst create mode 100644 polars_db_schema/__init__.py create mode 100644 polars_db_schema/__manifest__.py create mode 100644 polars_db_schema/data/db_type.xml create mode 100644 polars_db_schema/models/__init__.py create mode 100644 polars_db_schema/models/db_config.py create mode 100644 polars_db_schema/models/db_source.py create mode 100644 polars_db_schema/models/db_table.py create mode 100644 polars_db_schema/models/db_type.py create mode 100644 polars_db_schema/pyproject.toml create mode 100644 polars_db_schema/readme/CONTRIBUTORS.md create mode 100644 polars_db_schema/readme/DESCRIPTION.md create mode 100644 polars_db_schema/security/ir.model.access.xml create mode 100644 polars_db_schema/static/description/figure1.png create mode 100644 polars_db_schema/static/description/index.html create mode 100644 polars_db_schema/views/db_config.xml create mode 100644 polars_db_schema/views/db_table.xml create mode 100644 polars_db_schema/views/db_type.xml diff --git a/polars_db_schema/README.rst b/polars_db_schema/README.rst new file mode 100644 index 000000000..7eb218475 --- /dev/null +++ b/polars_db_schema/README.rst @@ -0,0 +1,88 @@ +================ +Polars Db Schema +================ + +.. + !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! + !! This file is generated by oca-gen-addon-readme !! + !! changes will be overwritten. !! + !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! + !! source digest: sha256:0e6c26c886f0fc18c585b743314981ec58966dd913b8a469530e62e313327de2 + !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! + +.. |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%2Fserver--backend-lightgray.png?logo=github + :target: https://github.com/OCA/server-backend/tree/18.0/polars_db_schema + :alt: OCA/server-backend +.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png + :target: https://translation.odoo-community.org/projects/server-backend-18-0/server-backend-18-0-polars_db_schema + :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/server-backend&target_branch=18.0 + :alt: Try me on Runboat + +|badge1| |badge2| |badge3| |badge4| |badge5| + +Introspect external database + +.. image:: https://raw.githubusercontent.com/OCA/server-backend/18.0/polars_db_schema/static/description/figure1.png + +Use case: you want discover an external database extracting data from +only relevant tables and columns + +.. 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 `_ + +**Table of contents** + +.. contents:: + :local: + +Bug Tracker +=========== + +Bugs are tracked on `GitHub 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 `_. + +Do not contact contributors directly about support or help with technical issues. + +Credits +======= + +Authors +------- + +* Akretion + +Contributors +------------ + +- Akretion + + - David BEAL david.beal@akretion.com + +Maintainers +----------- + +This module is maintained by the OCA. + +.. image:: https://odoo-community.org/logo.png + :alt: Odoo Community Association + :target: https://odoo-community.org + +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. + +This module is part of the `OCA/server-backend `_ project on GitHub. + +You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute. diff --git a/polars_db_schema/__init__.py b/polars_db_schema/__init__.py new file mode 100644 index 000000000..0650744f6 --- /dev/null +++ b/polars_db_schema/__init__.py @@ -0,0 +1 @@ +from . import models diff --git a/polars_db_schema/__manifest__.py b/polars_db_schema/__manifest__.py new file mode 100644 index 000000000..2e63b2f9f --- /dev/null +++ b/polars_db_schema/__manifest__.py @@ -0,0 +1,21 @@ +{ + "name": "Polars Db Schema", + "version": "18.0.1.0.0", + "author": "Akretion, Odoo Community Association (OCA)", + "development_status": "Alpha", + "website": "https://github.com/OCA/server-backend", + "license": "AGPL-3", + "depends": [ + "polars_db_process", + ], + "external_dependencies": {"python": []}, + "data": [ + "security/ir.model.access.xml", + "views/db_config.xml", + "views/db_table.xml", + "views/db_type.xml", + "data/db_type.xml", + ], + "demo": [], + "installable": True, +} diff --git a/polars_db_schema/data/db_type.xml b/polars_db_schema/data/db_type.xml new file mode 100644 index 000000000..b8bd3898d --- /dev/null +++ b/polars_db_schema/data/db_type.xml @@ -0,0 +1,44 @@ + + + SQL Server + mssql + Binary + +-- This query order tables by rows count +SELECT sOBJ.name AS 'name', SUM(sPTN.Rows) AS row_count +FROM + sys.objects AS sOBJ + INNER JOIN sys.partitions AS sPTN + ON sOBJ.object_id = sPTN.object_id +WHERE + sOBJ.type = 'U' + AND sOBJ.is_ms_shipped = 0x0 + AND index_id < 2 -- 0:Heap, 1:Clustered +GROUP BY + sOBJ.schema_id, sOBJ.name +ORDER BY row_count desc + + + + + Sqlite + sqlite + BLOB + +-- This query order tables by rows count +SELECT tbl, stat FROM sqlite_stat1 + + + + + PostgreSQL + postgresql + bytea + +-- This query order tables by rows count +SELECT relname AS name, n_live_tup AS row_count + FROM pg_stat_user_tables +ORDER BY row_count DESC; + + + diff --git a/polars_db_schema/models/__init__.py b/polars_db_schema/models/__init__.py new file mode 100644 index 000000000..0ee0fe9c7 --- /dev/null +++ b/polars_db_schema/models/__init__.py @@ -0,0 +1,4 @@ +from . import db_config +from . import db_type +from . import db_table +from . import db_source diff --git a/polars_db_schema/models/db_config.py b/polars_db_schema/models/db_config.py new file mode 100644 index 000000000..8e721d795 --- /dev/null +++ b/polars_db_schema/models/db_config.py @@ -0,0 +1,46 @@ +import polars as pl + +from odoo import fields, models + + +class DbConfig(models.Model): + _inherit = "db.config" + + db_type_id = fields.Many2one(comodel_name="db.type") + db_table_ids = fields.One2many(comodel_name="db.table", inverse_name="db_config_id") + row_count_query = fields.Text(related="db_type_id.row_count_query") + + def get_db_metadata(self): + self.ensure_one() + if self.row_count_query: + self._read_sql("SELECT 1") + df = self._read_sql(self.row_count_query) + if self.db_type_id.code == "sqlite": + # https://docs.pola.rs/user-guide/expressions/user-defined-functions/#processing-individual-values-with-map_elements + df = ( + df.with_columns( + pl.col("stat").map_elements(sqlite, return_dtype=pl.Int32) + ) + # rename columns + .rename({"tbl": "name", "stat": "row_count"}) + # stat columns store extra info leading to duplicate lines, + # then make it unique + .unique(maintain_order=True) + ) + df = df.filter(pl.col("row_count") > 0).with_columns( + # add m2o foreign key + db_config_id=pl.lit(self.id) + ) + df = self._filter_df(df) + self.env["db.table"].search([("db_config_id", "=", self.id)]).unlink() + self.env["db.table"].create(df.to_dicts()) + + def _filter_df(self, df): + "You may want ignore some tables: inherit me" + return df + + +def sqlite(value): + "Extract row_count info from 'stat' column" + values = value.split(" ") + return values and int(values[0]) or int(value) diff --git a/polars_db_schema/models/db_source.py b/polars_db_schema/models/db_source.py new file mode 100644 index 000000000..9b83b133f --- /dev/null +++ b/polars_db_schema/models/db_source.py @@ -0,0 +1,17 @@ +from odoo import models + + +class DfSource(models.Model): + _inherit = "df.source" + + # def _get_test_file_paths(self): + # res = super()._get_test_file_paths() + # res.update( + # { + # "polars_db_schema": { + # "relative_path": "tests/files", + # "xmlid": "migr.contact", + # } + # } + # ) + # return res diff --git a/polars_db_schema/models/db_table.py b/polars_db_schema/models/db_table.py new file mode 100644 index 000000000..fec0a4771 --- /dev/null +++ b/polars_db_schema/models/db_table.py @@ -0,0 +1,91 @@ +import base64 +import io + +import connectorx as cx +import polars as pl + +from odoo import _, exceptions, fields, models + + +class DbTable(models.Model): + _name = "db.table" + _description = "Access to database tables" + _order = "row_count DESC" + + name = fields.Char(required=True, help="Name of the table") + row_count = fields.Integer(required=True, help="Number of rows contained in table") + xlsx = fields.Binary(string="File", attachment=False, readonly=True) + db_config_id = fields.Many2one(comodel_name="db.config") + filename = fields.Char() + sql = fields.Text( + string="Significant Columns", help="Columns with variable data over rows" + ) + uniques = fields.Text( + string="Unique Values", + help="Columns with the same value over rows.\n" + "It could be useless to extract data from these columns,\n" + "because they're probably unused by the application", + ) + + def get_metadata_info(self): + self.ensure_one() + query = f"SELECT * FROM {self.name}" + connexion = self.db_config_id._get_connexion() + df = cx.read_sql(connexion, query, return_type="polars") + excluded_types = self.db_config_id.db_type_id.excluded_types.split("\n") + cols = [x[0] for x in df.schema.items() if str(x[1]) not in excluded_types] + new_cols = [] + uniques = {} + for col in cols: + # TODO improve it + # Some database have dirty column names: :-( + conditions = [x for x in (" ", "*", "-") if x in col] + if any(conditions): + continue + query = f"SELECT distinct {col} FROM self" + res = df.sql(query) + if len(res) > 1: + new_cols.append(col) + else: + # column has the same value whatever row + uniques[col] = res.to_series()[0] + self.uniques = f"{uniques}" + if new_cols: + self.sql = f"SELECT {', '. join(new_cols)}\nFROM {self.name};\n" + + # WARNING Thread virtual real time limit (151/120s) reached. + # Dumping stacktrace of limit exceeding threads before reloading + + def get_spreadsheet(self): + self.ensure_one() + if not self.sql: + self.get_metadata_info() + if not self.sql: + raise exceptions.ValidationError( + _( + "There is no column with varaiable data in this table: " + "check Uniques Values column" + ) + ) + df = cx.read_sql( + self.db_config_id._get_connexion(), self.sql, return_type="polars" + ) + excel_stream = io.BytesIO() + vals = {"workbook": excel_stream} + vals.update(self.get_spreadsheet_settings()) + df.write_excel(**vals) + excel_stream.seek(0) + self.filename = f"{self.name}.xlsx" + self.xlsx = base64.encodebytes(excel_stream.read()) + + def get_spreadsheet_settings(self): + return { + "position": "A1", + "table_style": "Table Style Light 16", + "dtype_formats": {pl.Date: "dd/mm/yyyy"}, + "float_precision": 6, + "header_format": {"bold": True, "font_color": "#702963"}, + "freeze_panes": "A2", + "autofit": True, + } diff --git a/polars_db_schema/models/db_type.py b/polars_db_schema/models/db_type.py new file mode 100644 index 000000000..4967dc704 --- /dev/null +++ b/polars_db_schema/models/db_type.py @@ -0,0 +1,15 @@ +from odoo import fields, models + + +class DbType(models.Model): + _name = "db.type" + _description = "Constant parameters about database" + + name = fields.Char(required=True) + code = fields.Char(required=True) + row_count_query = fields.Text( + required=True, help="SQL code to find how many records contains each table" + ) + excluded_types = fields.Text( + help="Column types to ignore for better introspection (set 1 data by line)" + ) diff --git a/polars_db_schema/pyproject.toml b/polars_db_schema/pyproject.toml new file mode 100644 index 000000000..4231d0ccc --- /dev/null +++ b/polars_db_schema/pyproject.toml @@ -0,0 +1,3 @@ +[build-system] +requires = ["whool"] +build-backend = "whool.buildapi" diff --git a/polars_db_schema/readme/CONTRIBUTORS.md b/polars_db_schema/readme/CONTRIBUTORS.md new file mode 100644 index 000000000..dbb2754b0 --- /dev/null +++ b/polars_db_schema/readme/CONTRIBUTORS.md @@ -0,0 +1,2 @@ +- Akretion + - David BEAL diff --git a/polars_db_schema/readme/DESCRIPTION.md b/polars_db_schema/readme/DESCRIPTION.md new file mode 100644 index 000000000..2832ea239 --- /dev/null +++ b/polars_db_schema/readme/DESCRIPTION.md @@ -0,0 +1,5 @@ +Introspect external database + +.. image:: ../static/description/figure1.png + +Use case: you want discover an external database extracting data from only relevant tables and columns diff --git 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+

Polars Db Schema

+ + +

Alpha License: AGPL-3 OCA/server-backend Translate me on Weblate Try me on Runboat

+

Introspect external database

+https://raw.githubusercontent.com/OCA/server-backend/18.0/polars_db_schema/static/description/figure1.png +

Use case: you want discover an external database extracting data from +only relevant tables and columns

+
+

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

+
+

Table of contents

+ +
+

Bug Tracker

+

Bugs are tracked on GitHub 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.

+

Do not contact contributors directly about support or help with technical issues.

+
+
+

Credits

+
+

Authors

+
    +
  • Akretion
    • +
+
+
+

Contributors

+ +
+
+

Maintainers

+

This module is maintained by the OCA.

+ +Odoo Community Association + +

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.

+

This module is part of the OCA/server-backend project on GitHub.

+

You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.

+
+
+
+ + diff --git a/polars_db_schema/views/db_config.xml b/polars_db_schema/views/db_config.xml new file mode 100644 index 000000000..e6536188b --- /dev/null +++ b/polars_db_schema/views/db_config.xml @@ -0,0 +1,25 @@ + + + db.config + + + +