diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 79c5b58..383ab1e 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -52,7 +52,7 @@ jobs:
       max-parallel: 1
       matrix:
         python-version: [ "3.11", "3.12" ]
-        django-version: [ "3.2", "4.2", "5.0" ]
+        django-version: [ "4.2", "5.1" ]
       fail-fast: true
     needs: [ changes ]
     if: needs.changes.outputs.run_tests || needs.changes.outputs.lint
@@ -66,40 +66,47 @@ jobs:
           python-version: ${{ matrix.python-version }}
           architecture: 'x64'
 
-      - name: Cache virtualenv
-        uses: actions/cache@v3
+      - name: Restore cached venv
+        id: cache-venv-restore
+        uses: actions/cache/restore@v4
         with:
-          key: venv-${{ runner.os }}-${{ steps.setup_python.outputs.python-version}}-${{ hashFiles('pdm.lock') }}
-          path: .venv
+          path: |
+            .cache-uv/
+            .venv/
+          key: ${{ matrix.python-version }}-${{matrix.django-version}}-${{ hashFiles('pyproject.toml') }}-venv
+
+      - uses: yezz123/setup-uv@v4
+        with:
+          python:  ${{ matrix.python-version }}
 
       - name: Test
         continue-on-error: true
         run: |
-          pip install pdm
-          pdm venv create -q
-          pdm install
-
-      - name: lint
-        if: needs.changes.outputs.lint
-        run: |
-          pdm run isort src/ --check-only
-          pdm run flake8 src/
+          uv export -q --no-hashes  -o {work_dir}/requirements.txt
+          pip install -r {work_dir}/requirements.txt
+          pip install '{env:DJANGO}'
+          pytest tests --create-db --cov --junit-xml junit-${{ matrix.python-version }}-${{matrix.django-version}}.xml
 
-      - name: Test
-        if: needs.changes.outputs.run_tests
-        run: |
-          pdm run pytest tests --create-db --junit-xml junit-${{ matrix.python-version }}-${{matrix.django-version}}.xml
+      - name: Cache venv
+        if: steps.cache-venv-restore.outputs.cache-hit != 'true'
+        id: cache-venv-save
+        uses: actions/cache/save@v4
+        with:
+          path: |
+            .cache-uv/
+            .venv/
+          key: ${{ matrix.python-version }}-${{matrix.django-version}}-${{ hashFiles('pyproject.toml') }}-venv
 
       - name: Upload pytest test results
         uses: actions/upload-artifact@v4
         with:
           name: pytest-results-${{ matrix.python-version }}-${{matrix.django-version}}
           path: junit-${{ matrix.python-version }}-${{matrix.django-version}}.xml
-        if: ${{ always() }}
+        if: matrix.python-version == 3.12
 
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v4
-        if: ${{ always() }}
+        if: matrix.python-version == 3.12
         continue-on-error: true
         with:
           env_vars: OS,PYTHON
diff --git a/.gitignore b/.gitignore
index ef8ef44..d3f576e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,6 +5,8 @@ dist/
 build/
 coverage.xml
 *.sqlite3
+Makefile
+uv.lock
 !.git
 !.github
 !.flake8
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ce6e48b..16bfec4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -16,10 +16,39 @@ repos:
     hooks:
       - id: flake8
         args: [--config=.flake8]
+
         additional_dependencies: [flake8-bugbear==22.9.23]
         stages: [ commit ]
   - repo: https://github.com/PyCQA/bandit
-    rev: '1.7.8' # Update me!
+    rev: '1.7.9' # Update me!
     hooks:
       - id: bandit
         args: ["-c", "bandit.yaml"]
+  - repo: https://github.com/twisted/towncrier
+    rev: 23.11.0
+    hooks:
+      - id: towncrier-check
+
+  - repo: https://github.com/saxix/pch
+    rev: '0.1'
+    hooks:
+      - id: check-missed-migrations
+        args:
+          - src
+        stages: [ commit ]
+        additional_dependencies: [ setuptools ]
+
+      - id: check-untracked
+        args:
+          - src
+          - tests
+        stages: [ push ]
+
+      - id: check-forbidden
+        args:
+          - -p
+          - /\.showbrowser\(/
+          - -p
+          - /print\(111/
+        stages: [ commit ]
+        additional_dependencies: [ setuptools ]
diff --git a/README.md b/README.md
index c67ea97..980d0da 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,49 @@
-# HOPR FlexFields
+# HOPE FlexFields
 
 [![Test](https://github.com/unicef/hope-flex-fields/actions/workflows/test.yml/badge.svg)](https://github.com/unicef/hope-flex-fields/actions/workflows/test.yml)
 [![codecov](https://codecov.io/gh/unicef/hope-flex-fields/graph/badge.svg?token=GSYAH4IEUK)](https://codecov.io/gh/unicef/hope-flex-fields)
 
+This library provides the ability to define a set of fields and related validation rules dynamically. It has been designed as part of the [HOPE](https://github.com/unicef/hct-mis) project to manage user-customizable fields (FlexField). The idea is to have a central business logic repository for data import validation.
+
+
+It provides four classes:
+
+- FieldDefinition: This represents a collection of reusable pre-configured fields
+- FlexField: Instance like representation of `FieldDefinition` inside a `Fieldset`
+- Fieldset: Group of FlexField
+- DataChecker: Compound of fieldset
+
+From the design point of view a high level comparison with Django components could be:
+
+- `FieldDefinition` = `class forms.Field`
+- `Fieldset` = `forms.Form`
+- `FlexField` = `forms.Field()`
+- `DataChecker` = `[forms.Form(),...]`
+
+... and some utilities
+
+- Automatic creation of FieldSets inspecting [exiting models](http://localhost:8000/hope_flex_fields/fieldset/create_from_content_type/?)
+- Automatic creation of XLS file matching an existing [Datachecker](http://localhost:8000/hope_flex_fields/datachecker/)
+- Validate XLS against an existing [Datachecker](http://localhost:8000/hope_flex_fields/datachecker/)
+
+
+```mermaid 
+
+classDiagram
+    class AbstractField
+    class FieldDefinition
+    class FlexField
+    class Fieldset
+    class DataChecker
+    AbstractField <|-- FlexField
+    AbstractField <|-- FieldDefinition
+    Fieldset *-- FlexField 
+    FlexField --> FieldDefinition
+    DataChecker o-- Fieldset
+
+```
+
+
 ## Install
     CSP_SCRIPT_SRC = [
         ...
diff --git a/docs/_theme/css/style.css b/docs/_theme/css/style.css
new file mode 100644
index 0000000..b29ac33
--- /dev/null
+++ b/docs/_theme/css/style.css
@@ -0,0 +1,15 @@
+.align-center {
+  align-content: center;
+  text-align: center;
+  width: 100%;
+}
+
+.md-typeset__table {
+  width: 100%;
+}
+
+.md-typeset__table table:not([class]) {
+  display: table;
+}
+
+/*# sourceMappingURL=style.css.map */
diff --git a/docs/_theme/css/style.css.map b/docs/_theme/css/style.css.map
new file mode 100644
index 0000000..594fe81
--- /dev/null
+++ b/docs/_theme/css/style.css.map
@@ -0,0 +1 @@
+{"version":3,"sourceRoot":"","sources":["style.scss"],"names":[],"mappings":"AAAA;EACE;EACA;EACA;;;AAEF;EACE;;;AAGF;EACE","file":"style.css"}
\ No newline at end of file
diff --git a/docs/_theme/css/style.scss b/docs/_theme/css/style.scss
new file mode 100644
index 0000000..ae341fe
--- /dev/null
+++ b/docs/_theme/css/style.scss
@@ -0,0 +1,12 @@
+.align-center{
+  align-content: center;
+  text-align: center;
+  width: 100%;
+}
+.md-typeset__table {
+  width: 100%;
+}
+
+.md-typeset__table table:not([class]) {
+  display: table
+}
diff --git a/docs/_theme/js/address.js b/docs/_theme/js/address.js
new file mode 100644
index 0000000..58e9652
--- /dev/null
+++ b/docs/_theme/js/address.js
@@ -0,0 +1,50 @@
+const clickHandler = function () {
+    let currentAddr = Cookies.get('address') || "https://127.0.0.1/";
+    let addr = prompt("Set your HOPE server address", currentAddr);
+    Cookies.set('address', addr, currentAddr);
+    location.reload();
+};
+const setAddress = function () {
+    let cookieAddr = Cookies.get('address');
+    if (!cookieAddr) {
+        cookieAddr = "[SERVER_ADDRESS]"
+    }
+    for (const cell of document.getElementsByTagName('code')) {
+        cell.innerHTML = cell.innerHTML.replace('[SERVER_ADDRESS]', cookieAddr);
+    }
+};
+// addEventListener('click', function(e) {
+//     setTimeout(setAddress, 500);
+// })
+addEventListener('load', function (e) {
+    setAddress();
+    let btn = document.getElementById("set-address");
+    if (btn) {
+        btn.addEventListener('click', clickHandler);
+    }
+});
+
+var open = window.XMLHttpRequest.prototype.open,
+    send = window.XMLHttpRequest.prototype.send, onReadyStateChange;
+
+function sendReplacement(data) {
+    console.warn('Sending HTTP request data : ', data);
+
+    if (this.onreadystatechange) {
+        this._onreadystatechange = this.onreadystatechange;
+    }
+    this.onreadystatechange = onReadyStateChangeReplacement;
+    return send.apply(this, arguments);
+}
+
+function onReadyStateChangeReplacement() {
+    if (this.readyState === XMLHttpRequest.DONE) {
+        setTimeout(setAddress, 100);
+    }
+    if (this._onreadystatechange) {
+        return this._onreadystatechange.apply(this, arguments);
+    }
+
+}
+
+window.XMLHttpRequest.prototype.send = sendReplacement;
diff --git a/docs/_theme/js/address.min.js b/docs/_theme/js/address.min.js
new file mode 100644
index 0000000..54e3462
--- /dev/null
+++ b/docs/_theme/js/address.min.js
@@ -0,0 +1 @@
+const clickHandler=function(){let currentAddr=Cookies.get("address")||"https://127.0.0.1/";let addr=prompt("Set your HOPE server address",currentAddr);Cookies.set("address",addr,currentAddr);location.reload()};const setAddress=function(){let cookieAddr=Cookies.get("address");if(!cookieAddr){cookieAddr="[SERVER_ADDRESS]"}for(const cell of document.getElementsByTagName("code")){cell.innerHTML=cell.innerHTML.replace("[SERVER_ADDRESS]",cookieAddr)}};addEventListener("load",function(e){setAddress();let btn=document.getElementById("set-address");if(btn){btn.addEventListener("click",clickHandler)}});var open=window.XMLHttpRequest.prototype.open,send=window.XMLHttpRequest.prototype.send,onReadyStateChange;function sendReplacement(data){console.warn("Sending HTTP request data : ",data);if(this.onreadystatechange){this._onreadystatechange=this.onreadystatechange}this.onreadystatechange=onReadyStateChangeReplacement;return send.apply(this,arguments)}function onReadyStateChangeReplacement(){if(this.readyState===XMLHttpRequest.DONE){setTimeout(setAddress,100)}if(this._onreadystatechange){return this._onreadystatechange.apply(this,arguments)}}window.XMLHttpRequest.prototype.send=sendReplacement;
\ No newline at end of file
diff --git a/docs/_theme/js/js.cookie.js b/docs/_theme/js/js.cookie.js
new file mode 100644
index 0000000..eac6821
--- /dev/null
+++ b/docs/_theme/js/js.cookie.js
@@ -0,0 +1,59 @@
+/*! js-cookie v3.0.5 | MIT */
+!function (e, t) {
+    "object" == typeof exports && "undefined" != typeof module ? module.exports = t() : "function" == typeof define && define.amd ? define(t) : (e = "undefined" != typeof globalThis ? globalThis : e || self, function () {
+        var n = e.Cookies, o = e.Cookies = t();
+        o.noConflict = function () {
+            return e.Cookies = n, o
+        }
+    }())
+}(this, (function () {
+    "use strict";
+
+    function e(e) {
+        for (var t = 1; t < arguments.length; t++) {
+            var n = arguments[t];
+            for (var o in n) e[o] = n[o]
+        }
+        return e
+    }
+
+    var t = function t(n, o) {
+        function r(t, r, i) {
+            if ("undefined" != typeof document) {
+                "number" == typeof (i = e({}, o, i)).expires && (i.expires = new Date(Date.now() + 864e5 * i.expires)), i.expires && (i.expires = i.expires.toUTCString()), t = encodeURIComponent(t).replace(/%(2[346B]|5E|60|7C)/g, decodeURIComponent).replace(/[()]/g, escape);
+                var c = "";
+                for (var u in i) i[u] && (c += "; " + u, !0 !== i[u] && (c += "=" + i[u].split(";")[0]));
+                return document.cookie = t + "=" + n.write(r, t) + c
+            }
+        }
+
+        return Object.create({
+            set: r, get: function (e) {
+                if ("undefined" != typeof document && (!arguments.length || e)) {
+                    for (var t = document.cookie ? document.cookie.split("; ") : [], o = {}, r = 0; r < t.length; r++) {
+                        var i = t[r].split("="), c = i.slice(1).join("=");
+                        try {
+                            var u = decodeURIComponent(i[0]);
+                            if (o[u] = n.read(c, u), e === u) break
+                        } catch (e) {
+                        }
+                    }
+                    return e ? o[e] : o
+                }
+            }, remove: function (t, n) {
+                r(t, "", e({}, n, {expires: -1}))
+            }, withAttributes: function (n) {
+                return t(this.converter, e({}, this.attributes, n))
+            }, withConverter: function (n) {
+                return t(e({}, this.converter, n), this.attributes)
+            }
+        }, {attributes: {value: Object.freeze(o)}, converter: {value: Object.freeze(n)}})
+    }({
+        read: function (e) {
+            return '"' === e[0] && (e = e.slice(1, -1)), e.replace(/(%[\dA-F]{2})+/gi, decodeURIComponent)
+        }, write: function (e) {
+            return encodeURIComponent(e).replace(/%(2[346BF]|3[AC-F]|40|5[BDE]|60|7[BCD])/g, decodeURIComponent)
+        }
+    }, {path: "/"});
+    return t
+}));
diff --git a/docs/_theme/js/js.cookie.min.js b/docs/_theme/js/js.cookie.min.js
new file mode 100644
index 0000000..ba3afce
--- /dev/null
+++ b/docs/_theme/js/js.cookie.min.js
@@ -0,0 +1 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self,function(){var n=e.Cookies,o=e.Cookies=t();o.noConflict=function(){return e.Cookies=n,o}}())}(this,function(){"use strict";function e(e){for(var t=1;t<arguments.length;t++){var n=arguments[t];for(var o in n)e[o]=n[o]}return e}var t=function t(n,o){function r(t,r,i){if("undefined"!=typeof document){"number"==typeof(i=e({},o,i)).expires&&(i.expires=new Date(Date.now()+864e5*i.expires)),i.expires&&(i.expires=i.expires.toUTCString()),t=encodeURIComponent(t).replace(/%(2[346B]|5E|60|7C)/g,decodeURIComponent).replace(/[()]/g,escape);var c="";for(var u in i)i[u]&&(c+="; "+u,!0!==i[u]&&(c+="="+i[u].split(";")[0]));return document.cookie=t+"="+n.write(r,t)+c}}return Object.create({set:r,get:function(e){if("undefined"!=typeof document&&(!arguments.length||e)){for(var t=document.cookie?document.cookie.split("; "):[],o={},r=0;r<t.length;r++){var i=t[r].split("="),c=i.slice(1).join("=");try{var u=decodeURIComponent(i[0]);if(o[u]=n.read(c,u),e===u)break}catch(e){}}return e?o[e]:o}},remove:function(t,n){r(t,"",e({},n,{expires:-1}))},withAttributes:function(n){return t(this.converter,e({},this.attributes,n))},withConverter:function(n){return t(e({},this.converter,n),this.attributes)}},{attributes:{value:Object.freeze(o)},converter:{value:Object.freeze(n)}})}({read:function(e){return'"'===e[0]&&(e=e.slice(1,-1)),e.replace(/(%[\dA-F]{2})+/gi,decodeURIComponent)},write:function(e){return encodeURIComponent(e).replace(/%(2[346BF]|3[AC-F]|40|5[BDE]|60|7[BCD])/g,decodeURIComponent)}},{path:"/"});return t});
\ No newline at end of file
diff --git a/docs/_theme/overrides/term.html b/docs/_theme/overrides/term.html
new file mode 100644
index 0000000..d0be1ed
--- /dev/null
+++ b/docs/_theme/overrides/term.html
@@ -0,0 +1,5 @@
+{% extends "base.html" %}
+{%- block content %}
+    <h5><a href="../../">glossary</a> / {{ page.title }}</h5>
+    {{ super() }}
+{%- endblock %}
diff --git a/docs/src/.gitignore b/docs/src/.gitignore
new file mode 100644
index 0000000..65f559b
--- /dev/null
+++ b/docs/src/.gitignore
@@ -0,0 +1,3 @@
+!**/.pages
+!.includes
+_theme/.templates
diff --git a/docs/src/.pages b/docs/src/.pages
new file mode 100644
index 0000000..ee43026
--- /dev/null
+++ b/docs/src/.pages
@@ -0,0 +1,6 @@
+nav:
+  - Home: index.md
+  - install.md
+  - contributing.md
+  - reference.md
+  - examples.md
diff --git a/docs/src/best_practices.md b/docs/src/best_practices.md
new file mode 100644
index 0000000..39953c2
--- /dev/null
+++ b/docs/src/best_practices.md
@@ -0,0 +1,44 @@
+# Best Practices
+
+
+!!! note "General best practices"
+
+    - Always return any "readable" value (es. True)
+    - Uses [Persistent revokes](https://docs.celeryq.dev/en/stable/userguide/workers.html#worker-persistent-revokes)        
+
+
+## Display progress
+
+Inform what is happening inside your task
+
+    @celery.task(bind=True)
+    def long_task(self)-> bool:
+        record = 1
+
+        for entry in Model.objects.all():
+            self.update_state(state='PROGRESS', meta={'current': record, 'entry': str(entry)})
+            record += 1
+        return True
+
+
+## Sentry Integration
+
+In case you use [Sentry](https://sentry.io/), add some useful information
+    
+    from functools import wraps
+    
+    def sentry_tags(func: Callable) -> Callable: 
+        @wraps(func)
+        def wrapper(*args: Any, **kwargs: Any) -> Any:
+            with configure_scope() as scope:
+                scope.set_tag("celery", True)
+                scope.set_tag("celery_task", func.__name__)
+                return func(*args, **kwargs)
+    
+        return wrapper
+
+    @celery.task(bind=True)
+    @sentry_tags
+    def task(self) -> bool:
+        ...
+        return True
diff --git a/docs/src/contributing.md b/docs/src/contributing.md
new file mode 100644
index 0000000..8aa6980
--- /dev/null
+++ b/docs/src/contributing.md
@@ -0,0 +1,23 @@
+# Contributing
+
+
+Install [uv](https://docs.astral.sh/uv/)
+
+
+    git clone ..
+    uv venv .venv --python 3.12
+    source .venv/bin/activate
+    uv sync --extra docs
+
+
+## Run tests
+    pytests tests
+
+
+## Demo Application
+
+    python manage.py migrate
+    python manage.py demo
+    python manage.py runserver
+
+Navigate to http://localhost:8000/admin/ and login using any username/password
diff --git a/docs/src/examples.md b/docs/src/examples.md
new file mode 100644
index 0000000..0b00f2b
--- /dev/null
+++ b/docs/src/examples.md
@@ -0,0 +1,51 @@
+# Examples
+
+## Validate json
+
+Let imagine a simple datastructure like:
+
+
+    data = [
+        {"name" : "John",   "last_name": "Doe", "gender": "M"},
+        {"name" : "Jane",   "last_name": "Doe", "gender": "F"},
+        {"name" : "Andrea", "last_name": "Doe", "gender": "X"},
+        {"name" : "Mary",   "last_name": "Doe", "gender": "1"}
+    ]
+
+
+Let start creating validation rules (here in the code, you can use the admin interface otherwise)
+    
+    
+        fs, __ = Fieldset.objects.get_or_create(name="test.xlsx")
+    
+        charfield = FieldDefinition.objects.get(field_type=forms.CharField)
+        choicefield = FieldDefinition.objects.get(field_type=forms.ChoiceField)
+    
+        FlexField.objects.get_or_create(name="name", fieldset=fs, field=charfield)
+        FlexField.objects.get_or_create(name="last_name", fieldset=fs, field=charfield)
+        FlexField.objects.get_or_create(name="gender", fieldset=fs, field=choicefield,
+                                        attrs={"choices": [["M", "M"], ["F", "F"], ["X", "X"]})
+
+Validate the file against it
+
+        errors = fs(data)
+        print(errors)
+
+```python
+{4: {'gender': ['Select a valid choice. 1 is not one of the available choices.']}}
+
+```
+
+## Detect unknown data
+
+With the example above just uses
+
+      errors = fs.validate(data, fail_if_alien=True)
+      print(errors)
+
+```python
+{
+    1: {'-': ["Alien values found {'unknown'}"]},
+    4: {'gender': ['Select a valid choice. 1 is not one of the available choices.']}
+}
+```
diff --git a/docs/src/img/Screenshot 2024-04-14 at 10.25.01.png b/docs/src/img/Screenshot 2024-04-14 at 10.25.01.png
new file mode 100644
index 0000000..de26638
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diff --git a/docs/src/img/favicon.ico b/docs/src/img/favicon.ico
new file mode 100644
index 0000000..27ff3f1
Binary files /dev/null and b/docs/src/img/favicon.ico differ
diff --git a/docs/src/img/logo.png b/docs/src/img/logo.png
new file mode 100644
index 0000000..c799e94
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diff --git a/docs/src/img/logo2.png b/docs/src/img/logo2.png
new file mode 100644
index 0000000..0b88a18
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diff --git a/docs/src/img/name.png b/docs/src/img/name.png
new file mode 100644
index 0000000..e9c8dfa
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diff --git a/docs/src/index.md b/docs/src/index.md
new file mode 100644
index 0000000..7ef8b94
--- /dev/null
+++ b/docs/src/index.md
@@ -0,0 +1,13 @@
+---
+title: Documentation
+---
+
+hope-flex-fields provides the ability to define a set of fields and related validation rules dynamically. It has been designed as part of the [HOPE](https://github.com/unicef/hct-mis) project to manage user-customizable fields (FlexField). The idea is to have a central business logic repository for data import validation.
+
+
+It provides four classes:
+
+- [FieldDefinition][hope_flex_fields.models.DataChecker]: This represents a collection of reusable pre-configured fields
+- [FlexField][hope_flex_fields.models.FlexField]: Instance like representation of `FieldDefinition` inside a `Fieldset`
+- [Fieldset][hope_flex_fields.models.Fieldset]: Group of FlexField
+- [DataChecker][hope_flex_fields.models.DataChecker]: Compound of fieldset
diff --git a/docs/src/install.md b/docs/src/install.md
new file mode 100644
index 0000000..d620e75
--- /dev/null
+++ b/docs/src/install.md
@@ -0,0 +1,27 @@
+---
+title: Install
+---
+
+
+## Install
+
+    pip install hope-flex-fields
+
+
+## Configure
+
+in your `settings.py`
+
+
+    CSP_SCRIPT_SRC = [
+        ...
+        "cdnjs.cloudflare.com",
+    ]
+
+    INSTALLED_APPS = [
+        ...
+        'admin_extra_buttons',
+        'jsoneditor',
+        'hope_flex_fields',
+    
+    ]
diff --git a/docs/src/reference.md b/docs/src/reference.md
new file mode 100644
index 0000000..9538efd
--- /dev/null
+++ b/docs/src/reference.md
@@ -0,0 +1,29 @@
+# Reference
+
+## ::: hope_flex_fields.models.FieldDefinition
+    options:
+        show_bases: false
+        show_bases: false
+        show_root_heading: true
+        show_source: true  
+
+## ::: hope_flex_fields.models.Fieldset
+    options:
+        show_bases: false
+        show_source: false  
+        show_root_heading: true
+
+
+## ::: hope_flex_fields.models.FlexField
+    options:
+        show_bases: false
+        show_root_heading: true
+        show_source: true  
+
+
+## :::hope_flex_fields.models.DataChecker
+    options:
+        show_bases: false
+        show_root_heading: true
+        show_root_toc_entry: true
+        show_source: true  
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..373d6ca
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,69 @@
+copyright: Copyright &copy; 2020-2024 UNICEF.
+dev_addr: 127.0.0.1:8001
+docs_dir: docs/src
+edit_uri: 'blob/develop/docs/'
+repo_url: https://github.com/unicef/hope-flex-fields
+site_author: HOPE Team
+site_description: ""
+site_dir: ./~build/docs
+site_name: HOPE Flex Fields
+site_url: https://unicef.github.io/unicef/hope-flex-fields/
+strict: false
+
+
+markdown_extensions:
+  - admonition
+
+theme:
+  name: "material"
+  color_mode: auto
+  custom_dir: docs/_theme/overrides
+  favicon: img/favicon.ico
+  logo: img/logo.png
+#  highlightjs: true
+#  hljs_languages:
+#    - yaml
+#    - django
+  user_color_mode_toggle: true
+  features:
+    - content.action.edit
+    - content.code.annotate
+    - content.code.copy
+    - content.tooltips
+    - header.autohidex
+    - navigation.footer
+    - navigation.indexes
+    - navigation.instant
+    - navigation.instant.prefetch
+    - navigation.instant.progress
+  extra:
+    version:
+      provider: mike
+      alias: true
+  palette:
+    # Palette toggle for light mode
+    - scheme: default
+      primary: light blue
+      media: "(prefers-color-scheme: light)"
+      toggle:
+        icon: material/weather-sunny
+        name: Switch to dark mode
+
+    # Palette toggle for dark mode
+    - scheme: slate
+      primary: light blue
+      media: "(prefers-color-scheme: dark)"
+      toggle:
+        icon: material/weather-night
+        name: Switch to light mode
+
+plugins:
+  - mkdocstrings:
+      default_handler: python
+  - awesome-pages
+  - search
+  - autorefs
+
+watch:
+  - docs/
+  - src/
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diff --git a/pyproject.toml b/pyproject.toml
index 76cf37e..d370196 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,30 +5,59 @@ description = ""
 authors = [
     {name = "sax", email = "s.apostolico@gmail.com"},
 ]
+
+requires-python = ">=3.11"
+readme = "README.md"
+license = {text = "MIT"}
+
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     "django-regex-field>=3.1.0",
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     "mini-racer>=0.12.4",
     "jsonpickle>=3.2.2",
     "xlsxwriter>=3.2.0",
     "django-adminactions>=2.3.0",
-    "duckdb>=1.0.0",
     "python-calamine>=0.2.0",
     "requests>=2.32.3",
     "responses>=0.25.3",
+    "jmespath>=1.0.1",
+    "deepdiff>=8.0.1",
+]
+[project.optional-dependencies]
+docs = [
+    "mkdocs>=1.6.1",
+    "mkdocs-material>=9.5.36",
+    "mkdocs-awesome-pages-plugin>=2.9.3",
+    "mkdocstrings-python",
 ]
-requires-python = ">=3.11"
-readme = "README.md"
-license = {text = "MIT"}
 
+[tool.uv]
+dev-dependencies = [
+    "bandit>=1.7.9",
+    "black>=24.4.2",
+    "bump2version>=1.0.1",
+    "django-csp>=3.8",
+    "django-factory-boy>=1.0.0",
+    "django-webtest>=1.9.11",
+    "django>=3",
+    "flake8-html>=0.4.3",
+    "flake8>=7.1.0",
+    "freezegun>=1.5.1",
+    "isort>=5.13.2",
+    "mypy>=1.10.1",
+    "pdbpp>=0.10.3",
+    "pre-commit>=3.7.1",
+    "pytest-cov>=5.0.0",
+    "pytest-django>=4.8.0",
+    "pytest>=8.2.2",
+    "responses>=0.25.3",
+    "tox>=4.16.0",
+]
 
-[build-system]
-requires = ["pdm-backend"]
-build-backend = "pdm.backend"
 
 [tool.black]
 line-length = 88
@@ -59,33 +88,3 @@ skip = ["migrations", "snapshots", ".venv"]
 
 [tool.django-stubs]
 django_settings_module = "hope_dedup_engine.config.settings"
-
-[tool.pdm]
-distribution = true
-
-[tool.pdm.dev-dependencies]
-dev = [
-    "django>=3",
-    "pytest>=8.2.2",
-    "django-factory-boy>=1.0.0",
-    "black>=24.4.2",
-    "flake8>=7.1.0",
-    "flake8-html>=0.4.3",
-    "isort>=5.13.2",
-    "pre-commit>=3.7.1",
-    "freezegun>=1.5.1",
-    "mypy>=1.10.1",
-    "pdbpp>=0.10.3",
-    "pytest-django>=4.8.0",
-    "pytest-cov>=5.0.0",
-    "django-webtest>=1.9.11",
-    "responses>=0.25.3",
-    "django-csp>=3.8",
-    "bandit>=1.7.9",
-    "tox>=4.16.0",
-    "pdm-bump>=0.9.0",
-]
-
-[tool.pdm.scripts]
-coverage = "pytest tests/ --cov -n auto --create-db -c pytest.ini"
-act = "act"
diff --git a/src/hope_flex_fields/__init__.py b/src/hope_flex_fields/__init__.py
index e69de29..428345e 100644
--- a/src/hope_flex_fields/__init__.py
+++ b/src/hope_flex_fields/__init__.py
@@ -0,0 +1 @@
+VERSION = __version__ = "0.1.0"
diff --git a/src/hope_flex_fields/admin/datachecker.py b/src/hope_flex_fields/admin/datachecker.py
index b0f9c6c..a4d2955 100644
--- a/src/hope_flex_fields/admin/datachecker.py
+++ b/src/hope_flex_fields/admin/datachecker.py
@@ -40,8 +40,26 @@ class FileForm(forms.Form):
     )
 
 
+class DataCheckerFieldsetFormset(forms.models.BaseInlineFormSet):
+    def clean(self):
+        all_fields = set()
+        fs: Fieldset
+        for form in self.forms:
+            if fs := form.cleaned_data.get("fieldset"):
+                prefix: str = form.cleaned_data["prefix"]
+                # fs_fields = {f"{prefix}{f}" for f in fs.get_fieldnames()}
+                if "%s" in prefix:
+                    fs_fields = {prefix % f for f in fs.get_fieldnames()}
+                else:
+                    fs_fields = {f"{prefix}{f}" for f in fs.get_fieldnames()}
+                if all_fields.intersection(fs_fields):
+                    raise forms.ValidationError("Field names are not unique")
+                all_fields.update(fs_fields)
+
+
 class DataCheckerFieldsetTabularInline(TabularInline):
     model = DataCheckerFieldset
+    formset = DataCheckerFieldsetFormset
     fields = ("fieldset", "prefix", "order")
 
     def get_ordering(self, request):
@@ -67,7 +85,7 @@ def validate(self, request, pk):
                 dc: DataChecker = ctx["original"]
                 f = form.cleaned_data["file"]
                 parser = HANDLERS[Path(f.name).suffix]
-                ret = dc.validate(parser(f), True)
+                ret = dc.validate(parser(f), include_success=True)
                 ctx["results"] = ret
                 self.message_user(request, "Data looks valid", messages.SUCCESS)
             else:
@@ -92,8 +110,8 @@ def create_xls_importer(self, request, pk):
     @button()
     def test(self, request, pk):
         ctx = self.get_common_context(request, pk, title="Test")
-        fs: Fieldset = ctx["original"]
-        form_class = fs.get_form()
+        dc: DataChecker = ctx["original"]
+        form_class = dc.get_form()
         if request.method == "POST":
             form = form_class(request.POST)
             if form.is_valid():
diff --git a/src/hope_flex_fields/admin/definition.py b/src/hope_flex_fields/admin/definition.py
index eecd086..c39e901 100644
--- a/src/hope_flex_fields/admin/definition.py
+++ b/src/hope_flex_fields/admin/definition.py
@@ -16,8 +16,8 @@
 from admin_extra_buttons.mixins import ExtraButtonsMixin
 
 from ..forms import FieldDefinitionForm
-from ..models import FieldDefinition, get_default_attrs
-from ..utils import dumpdata_to_buffer, loaddata_from_buffer
+from ..models import FieldDefinition
+from ..utils import dumpdata_to_buffer, get_default_attrs, loaddata_from_buffer
 
 
 @deconstructible
@@ -50,6 +50,7 @@ class FieldDefinitionAdmin(ExtraButtonsMixin, ModelAdmin):
     list_filter = ("field_type",)
     search_fields = ("name", "description")
     form = FieldDefinitionForm
+    readonly_fields = ("system_data", "content_type")
     fieldsets = (
         ("", {"fields": (("name", "field_type"), "description")}),
         (
@@ -59,6 +60,13 @@ class FieldDefinitionAdmin(ExtraButtonsMixin, ModelAdmin):
                 "fields": ("regex", "attrs", "validation"),
             },
         ),
+        (
+            "Advanced",
+            {
+                "classes": ("collapse", "open"),
+                "fields": ("content_type", "system_data"),
+            },
+        ),
     )
 
     def field_type_(self, obj):
@@ -101,7 +109,12 @@ def get_changeform_initial_data(self, request):
     def test(self, request, pk):
         ctx = self.get_common_context(request, pk, title="Test")
         fd: FieldDefinition = ctx["original"]
-        field = fd.get_field()
+        try:
+            field = fd.get_field()
+        except Exception as e:
+            self.message_user(request, str(e))
+            field = fd.get_field({})
+
         form_class_attrs = {
             fd.name: field,
         }
diff --git a/src/hope_flex_fields/admin/fieldset.py b/src/hope_flex_fields/admin/fieldset.py
index 2a4ae0e..b9eb490 100644
--- a/src/hope_flex_fields/admin/fieldset.py
+++ b/src/hope_flex_fields/admin/fieldset.py
@@ -2,72 +2,45 @@
 from django.contrib import messages
 from django.contrib.admin import ModelAdmin, register
 from django.contrib.contenttypes.models import ContentType
+from django.core.exceptions import ValidationError
 from django.db.transaction import atomic
-from django.forms import modelform_factory
+from django.http import HttpResponseRedirect
 from django.shortcuts import render
 
 from admin_extra_buttons.decorators import button
 from admin_extra_buttons.mixins import ExtraButtonsMixin
 
 from ..forms import FieldsetForm
-from ..models import FieldDefinition, Fieldset, FlexField
-from ..utils import get_kwargs_from_formfield
+from ..models import Fieldset
 from .flexfield import FieldsetFieldTabularInline
 
 
 class FieldSetForm(forms.Form):
-    content_type = forms.ModelChoiceField(queryset=ContentType.objects.all())
+    name = forms.CharField()
+    content_type = forms.ModelChoiceField(
+        queryset=ContentType.objects.all(), required=True
+    )
+
+    def clean_name(self):
+        if Fieldset.objects.filter(name__iexact=self.cleaned_data["name"]).exists():
+            raise ValidationError("Fieldset with this name already exists")
+        return self.cleaned_data["name"]
 
-    def analyse(self):
+    def save(self):
         ct: ContentType = self.cleaned_data["content_type"]
-        model_class = ct.model_class()
-        model_form = modelform_factory(
-            model_class, exclude=(model_class._meta.pk.name,)
-        )
-        errors = []
-        fields = []
-        config = {}
-        for name, field in model_form().fields.items():
-            try:
-                fd = FieldDefinition.objects.get(name=type(field).__name__)
-                fld = FlexField(
-                    name=name, field=fd, attrs=get_kwargs_from_formfield(field)
-                )
-                fld.attrs = fld.get_merged_attrs()
-                fields.append(fld)
-                config["name"] = {"definition": fd.name, "attrs": fld.attrs}
-                fld.get_field()
-            except FieldDefinition.DoesNotExist:
-                errors.append(
-                    {
-                        "name": name,
-                        "error": f"Field definition for '{type(field).__name__}' does not exist",
-                    }
-                )
-        return {
-            "fields": fields,
-            "errors": errors,
-            "config": config,
-            "content_type": ct,
-        }
+        return Fieldset.objects.inspect_content_type(ct)
 
 
 class FieldSetForm2(forms.Form):
+    name = forms.CharField(widget=forms.HiddenInput)
+    config = forms.JSONField(widget=forms.HiddenInput)
     content_type = forms.ModelChoiceField(
         queryset=ContentType.objects.all(), widget=forms.HiddenInput
     )
-    config = forms.JSONField(widget=forms.HiddenInput)
 
     def save(self):
         with atomic():
-            ct: ContentType = self.cleaned_data["content_type"]
-            model_class = ct.model_class()
-            fs, __ = Fieldset.objects.get_or_create(
-                name=f"{model_class._meta.app_label}_{model_class._meta.model_name}"
-            )
-            for name, info in self.cleaned_data["config"].items():
-                fd = FieldDefinition.objects.get(name=info["definition"])
-                fs.fields.get_or_create(name=name, field=fd, attrs=info["attrs"])
+            return Fieldset.objects.create_from_content_type(**self.cleaned_data)
 
 
 class inspect_field:
@@ -78,7 +51,8 @@ class inspect_field:
 class FieldsetAdmin(ExtraButtonsMixin, ModelAdmin):
     list_select_related = True
     search_fields = ("name",)
-    list_display = ("name", "extends")
+    list_display = ("name", "extends", "content_type")
+    list_filter = ("content_type",)
     inlines = [FieldsetFieldTabularInline]
     form = FieldsetForm
 
@@ -86,21 +60,24 @@ class FieldsetAdmin(ExtraButtonsMixin, ModelAdmin):
     def create_from_content_type(self, request):
         ctx = self.get_common_context(request, title="Create from ContentType")
         if request.method == "POST":
-            if "config" in request.POST:
-                form = FieldSetForm2(request.POST, request.FILES)
-                form.is_valid()
-                form.save()
-            else:
+            if "analyse" in request.POST:
                 form = FieldSetForm(request.POST, request.FILES)
                 if form.is_valid():
-                    result = form.analyse()
+                    result = form.save()
                     ctx.update(**result)
                     form = FieldSetForm2(
                         initial={
                             "content_type": result["content_type"],
+                            "name": form.cleaned_data["name"],
                             "config": result["config"],
-                        }
+                        },
                     )
+            else:
+                # elif "create" in request.POST:
+                form = FieldSetForm2(request.POST, request.FILES)
+                form.is_valid()
+                form.save()
+                return HttpResponseRedirect("..")
         else:
             form = FieldSetForm()
         ctx["form"] = form
@@ -111,6 +88,13 @@ def inspect(self, request, pk):
         ctx = self.get_common_context(request, pk, title="Inspect")
         return render(request, "flex_fields/inspect.html", ctx)
 
+    @button(enabled=lambda s: s.context["original"].content_type)
+    def detect_changes(self, request, pk):
+        ctx = self.get_common_context(request, pk, title="Differences")
+        fs: Fieldset = ctx["original"]
+        ctx["diff"] = fs.diff_content_type()
+        return render(request, "flex_fields/fieldset/diff.html", ctx)
+
     @button()
     def test(self, request, pk):
         ctx = self.get_common_context(request, pk, title="Test")
diff --git a/src/hope_flex_fields/admin/flexfield.py b/src/hope_flex_fields/admin/flexfield.py
index 498c6de..a4e7e6b 100644
--- a/src/hope_flex_fields/admin/flexfield.py
+++ b/src/hope_flex_fields/admin/flexfield.py
@@ -13,10 +13,7 @@
 class FieldsetFieldTabularInline(TabularInline):
     model = FlexField
     show_change_link = True
-    fields = (
-        "name",
-        "field",
-    )
+    fields = ("name", "field", "attrs")
 
 
 @register(FlexField)
@@ -37,15 +34,6 @@ class FieldsetFieldAdmin(ExtraButtonsMixin, ModelAdmin):
         ),
     )
 
-    #
-    # formfield_overrides = {
-    #     JSONField: {
-    #         "widget": JSONEditor(
-    #             init_options={"mode": "code", "modes": ["text", "code", "tree"]},
-    #             ace_options={"readOnly": False},
-    #         )
-    #     }
-    # }
     def get_changeform_initial_data(self, request):
         initial = super().get_changeform_initial_data(request)
         initial["attrs"] = "{}"
@@ -55,7 +43,12 @@ def get_changeform_initial_data(self, request):
     def test(self, request, pk):
         ctx = self.get_common_context(request, pk, title="Test")
         fd: FieldDefinition = ctx["original"]
-        field = fd.get_field()
+        try:
+            field = fd.get_field()
+        except Exception as e:
+            self.message_user(request, str(e))
+            field = fd.get_field({})
+
         form_class_attrs = {
             fd.name: field,
         }
diff --git a/src/hope_flex_fields/apps.py b/src/hope_flex_fields/apps.py
index 40faf93..f144ed6 100644
--- a/src/hope_flex_fields/apps.py
+++ b/src/hope_flex_fields/apps.py
@@ -2,12 +2,19 @@
 from django.db.models.signals import post_migrate
 
 
-def create_default_fields(sender, **kwargs):
-    from hope_flex_fields.models import FieldDefinition
-    from hope_flex_fields.registry import field_registry
+def sync_content_types(sender, **kwargs):
+    from hope_flex_fields.models import Fieldset
 
-    for fld in field_registry:
-        FieldDefinition.objects.get_from_django_field(fld)
+    fs: Fieldset
+    changed = {}
+    for fs in Fieldset.objects.exclude(content_type__isnull=True):
+        current_attrs = Fieldset.objects.inspect_content_type(fs.content_type)
+        diff = fs.diff_content_type()
+        for field_name, w in diff.items():
+            if ff := fs.get_field(field_name):
+                changed[field_name] = w
+                ff.attrs = current_attrs["config"][field_name]["attrs"]
+                ff.save()
 
 
 class Config(AppConfig):
@@ -15,4 +22,4 @@ class Config(AppConfig):
     verbose_name = "Flex Fields"
 
     def ready(self):
-        post_migrate.connect(create_default_fields, sender=self)
+        post_migrate.connect(sync_content_types, sender=self)
diff --git a/src/hope_flex_fields/fields.py b/src/hope_flex_fields/fields.py
index 455d437..eaaeb05 100644
--- a/src/hope_flex_fields/fields.py
+++ b/src/hope_flex_fields/fields.py
@@ -1,5 +1,19 @@
+from typing import TYPE_CHECKING
+
 from django import forms
 
+if TYPE_CHECKING:
+    from hope_flex_fields.models import FlexField
+
 
 class FlexFormMixin(forms.Field):
-    pass
+    flex_field: "FlexField" = None
+
+
+#
+# class OptionField(forms.ChoiceField):
+#     def __init__(self, *, endpoint=None, **kwargs):
+#         self.endpoint_nane = endpoint
+#         self.endpoint = Endpoint.objects.get(name=endpoint)
+#         kwargs.pop('choices', None)
+#         super().__init__(**kwargs)
diff --git a/src/hope_flex_fields/migrations/0001_initial.py b/src/hope_flex_fields/migrations/0001_initial.py
index 22d289a..bce48ba 100644
--- a/src/hope_flex_fields/migrations/0001_initial.py
+++ b/src/hope_flex_fields/migrations/0001_initial.py
@@ -1,4 +1,4 @@
-# Generated by Django 3.2.25 on 2024-07-09 10:49
+# Generated by Django 3.2.25 on 2024-07-09 17:33
 
 from django.db import migrations, models
 import django.db.models.deletion
diff --git a/src/hope_flex_fields/migrations/0002_auto_20240708_1316.py b/src/hope_flex_fields/migrations/0002_auto_20240708_1316.py
deleted file mode 100644
index 665bcd3..0000000
--- a/src/hope_flex_fields/migrations/0002_auto_20240708_1316.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# Generated by Django 3.2.25 on 2024-07-08 13:16
-
-from django.db import migrations, models
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        ('hope_flex_fields', '0001_initial'),
-    ]
-
-    operations = [
-        migrations.AddField(
-            model_name='datachecker',
-            name='last_modified',
-            field=models.DateTimeField(auto_now=True),
-        ),
-        migrations.AddField(
-            model_name='datacheckerfieldset',
-            name='last_modified',
-            field=models.DateTimeField(auto_now=True),
-        ),
-        migrations.AddField(
-            model_name='fielddefinition',
-            name='last_modified',
-            field=models.DateTimeField(auto_now=True),
-        ),
-        migrations.AddField(
-            model_name='fieldset',
-            name='last_modified',
-            field=models.DateTimeField(auto_now=True),
-        ),
-        migrations.AddField(
-            model_name='flexfield',
-            name='last_modified',
-            field=models.DateTimeField(auto_now=True),
-        ),
-        migrations.AlterField(
-            model_name='datacheckerfieldset',
-            name='prefix',
-            field=models.CharField(blank=True, default='', max_length=30),
-        ),
-    ]
diff --git a/src/hope_flex_fields/migrations/0002_fieldset_content_type.py b/src/hope_flex_fields/migrations/0002_fieldset_content_type.py
new file mode 100644
index 0000000..5fd4614
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0002_fieldset_content_type.py
@@ -0,0 +1,20 @@
+# Generated by Django 3.2.25 on 2024-07-13 17:52
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('contenttypes', '0002_remove_content_type_name'),
+        ('hope_flex_fields', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='fieldset',
+            name='content_type',
+            field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='contenttypes.contenttype'),
+        ),
+    ]
diff --git a/src/hope_flex_fields/migrations/0003_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py b/src/hope_flex_fields/migrations/0003_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py
new file mode 100644
index 0000000..0d69bdf
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0003_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py
@@ -0,0 +1,48 @@
+# Generated by Django 5.1.1 on 2024-10-06 16:05
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("hope_flex_fields", "0002_fieldset_content_type"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="datachecker",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="datacheckerfieldset",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="fielddefinition",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="fieldset",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="flexfield",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+    ]
diff --git a/src/hope_flex_fields/migrations/0004_auto_20241009_0643.py b/src/hope_flex_fields/migrations/0004_auto_20241009_0643.py
new file mode 100644
index 0000000..2d4af77
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0004_auto_20241009_0643.py
@@ -0,0 +1,50 @@
+# Generated by Django 3.2.25 on 2024-10-09 06:43
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('contenttypes', '0002_remove_content_type_name'),
+        ('hope_flex_fields', '0003_alter_datachecker_id_alter_datacheckerfieldset_id_and_more'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='fielddefinition',
+            name='content_type',
+            field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='contenttypes.contenttype'),
+        ),
+        migrations.AddField(
+            model_name='fielddefinition',
+            name='system_data',
+            field=models.JSONField(blank=True, default=dict, editable=False, null=True),
+        ),
+        migrations.AlterField(
+            model_name='datachecker',
+            name='id',
+            field=models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),
+        ),
+        migrations.AlterField(
+            model_name='datacheckerfieldset',
+            name='id',
+            field=models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),
+        ),
+        migrations.AlterField(
+            model_name='fielddefinition',
+            name='id',
+            field=models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),
+        ),
+        migrations.AlterField(
+            model_name='fieldset',
+            name='id',
+            field=models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),
+        ),
+        migrations.AlterField(
+            model_name='flexfield',
+            name='id',
+            field=models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID'),
+        ),
+    ]
diff --git a/src/hope_flex_fields/migrations/0005_remove_fielddefinition_unique_name_and_more.py b/src/hope_flex_fields/migrations/0005_remove_fielddefinition_unique_name_and_more.py
new file mode 100644
index 0000000..da7ebe6
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0005_remove_fielddefinition_unique_name_and_more.py
@@ -0,0 +1,56 @@
+# Generated by Django 5.1.2 on 2024-10-09 09:05
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("contenttypes", "0002_remove_content_type_name"),
+        ("hope_flex_fields", "0004_auto_20241009_0643"),
+    ]
+
+    operations = [
+        migrations.RemoveConstraint(
+            model_name="fielddefinition",
+            name="unique_name",
+        ),
+        migrations.AlterUniqueTogether(
+            name="flexfield",
+            unique_together=set(),
+        ),
+        migrations.AddField(
+            model_name="fielddefinition",
+            name="slug",
+            field=models.SlugField(blank=True, editable=False, null=True),
+        ),
+        migrations.AddField(
+            model_name="flexfield",
+            name="slug",
+            field=models.SlugField(blank=True, editable=False, null=True),
+        ),
+        migrations.AddConstraint(
+            model_name="fielddefinition",
+            constraint=models.UniqueConstraint(
+                fields=("name",), name="fielddefinition_unique_name"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="fielddefinition",
+            constraint=models.UniqueConstraint(
+                fields=("slug",), name="fielddefinition_unique_slug"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="flexfield",
+            constraint=models.UniqueConstraint(
+                fields=("name", "fieldset"), name="flexfield_unique_name"
+            ),
+        ),
+        migrations.AddConstraint(
+            model_name="flexfield",
+            constraint=models.UniqueConstraint(
+                fields=("slug", "fieldset"), name="flexfield_unique_slug"
+            ),
+        ),
+    ]
diff --git a/src/hope_flex_fields/migrations/0006_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py b/src/hope_flex_fields/migrations/0006_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py
new file mode 100644
index 0000000..51f3504
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0006_alter_datachecker_id_alter_datacheckerfieldset_id_and_more.py
@@ -0,0 +1,48 @@
+# Generated by Django 5.1.1 on 2024-10-09 10:08
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("hope_flex_fields", "0005_remove_fielddefinition_unique_name_and_more"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="datachecker",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="datacheckerfieldset",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="fielddefinition",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="fieldset",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+        migrations.AlterField(
+            model_name="flexfield",
+            name="id",
+            field=models.AutoField(
+                auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
+            ),
+        ),
+    ]
diff --git a/src/hope_flex_fields/migrations/0007_create_default_fields.py b/src/hope_flex_fields/migrations/0007_create_default_fields.py
new file mode 100644
index 0000000..789e241
--- /dev/null
+++ b/src/hope_flex_fields/migrations/0007_create_default_fields.py
@@ -0,0 +1,41 @@
+# Generated by Django 5.1.2 on 2024-10-09 10:15
+
+from django.db import migrations
+from typing import TYPE_CHECKING
+
+from strategy_field.utils import fqn
+
+from hope_flex_fields.utils import get_kwargs_from_field_class, get_default_attrs
+
+if TYPE_CHECKING:
+    from hope_flex_fields.models import FieldDefinition
+
+
+def create_default_fields(apps, schema_editor):
+    from hope_flex_fields.registry import field_registry
+
+    fd: "FieldDefinition" = apps.get_model("hope_flex_fields", "FieldDefinition")
+
+    for fld in field_registry:
+        name = fld.__name__
+        fd.objects.get_or_create(name=name,
+                                 field_type=fqn(fld),
+                                 defaults={"attrs": get_kwargs_from_field_class(fld, get_default_attrs())}
+                                 )
+
+
+def remove_default_fields(apps, schema_editor):
+    pass
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        (
+            "hope_flex_fields",
+            "0006_alter_datachecker_id_alter_datacheckerfieldset_id_and_more",
+        ),
+    ]
+
+    operations = [
+        migrations.RunPython(create_default_fields, remove_default_fields),
+    ]
diff --git a/src/hope_flex_fields/models/__init__.py b/src/hope_flex_fields/models/__init__.py
index f9d9c3f..c7b294a 100644
--- a/src/hope_flex_fields/models/__init__.py
+++ b/src/hope_flex_fields/models/__init__.py
@@ -1,4 +1,3 @@
-from .base import get_default_attrs  # noqa
 from .datachecker import DataChecker, DataCheckerFieldset  # noqa
 from .definition import FieldDefinition  # noqa
 from .fieldset import Fieldset  # noqa
diff --git a/src/hope_flex_fields/models/base.py b/src/hope_flex_fields/models/base.py
index 87231fd..440a1c0 100644
--- a/src/hope_flex_fields/models/base.py
+++ b/src/hope_flex_fields/models/base.py
@@ -1,20 +1,17 @@
 import logging
-from types import GeneratorType
-from typing import Iterable
+from typing import Generator, Iterable
 
 from django import forms
 from django.db import models
+from django.utils.text import slugify
 
 from django_regex.fields import RegexField
 from django_regex.validators import RegexValidator
 
+#
 logger = logging.getLogger(__name__)
 
 
-def get_default_attrs():
-    return {"required": False, "help_text": ""}
-
-
 class FlexForm(forms.Form):
     fieldset = None
 
@@ -26,32 +23,100 @@ class AbstractField(models.Model):
     attrs = models.JSONField(default=dict, blank=True, null=False)
     regex = RegexField(blank=True, null=True, validators=[RegexValidator()])
     validation = models.TextField(blank=True, null=True, default="")
+    slug = models.SlugField(blank=True, null=True, editable=False)
 
     class Meta:
         abstract = True
 
+    def save(
+        self,
+        *args,
+        force_insert=False,
+        force_update=False,
+        using=None,
+        update_fields=None,
+    ):
+        if not self.slug:
+            self.slug = slugify(self.name)
+        super().save(
+            *args,
+            force_insert=force_insert,
+            force_update=force_update,
+            using=using,
+            update_fields=update_fields,
+        )
+
 
 class ValidatorMixin:
+    def __init__(self, *args, **kwargs):
+        self._primary_key_field_name = None
+        self._master_fieldset = None
+        self.primary_keys = set()
+        # self._collect_values = []
+        self._collected_values = {}
+        super().__init__(*args, **kwargs)
+
+    def set_primary_key_col(self, name: str):
+        self._primary_key_field_name = name
+
+    def set_master(self, fs: "ValidatorMixin", col_name: str):
+        self._master_fieldset = fs
+        self._master_fieldset_col = col_name
+
+    def collect(self, *fields):
+        for field_name in fields:
+            self._collected_values[field_name] = []
+
+    def collected(self, field_name):
+        return self._collected_values[field_name]
+
+    def is_duplicate(self, form):
+        if self._primary_key_field_name:
+            if pk := form.cleaned_data[self._primary_key_field_name]:
+                if pk in self.primary_keys:
+                    return f"{pk} duplicated"
+            self.primary_keys.add(str(pk).strip())
+
+    def is_valid_foreignkey(self, form):
+        if self._master_fieldset:
+            fk = form.cleaned_data[self._master_fieldset_col]
+            if fk not in self._master_fieldset.primary_keys:
+                return f"'{fk}' not found in master"
 
     def validate(
-        self, data: Iterable, include_success: bool = False, fail_if_alien: bool = False
+        self,
+        data: Iterable,
+        *,
+        include_success: bool = False,
+        fail_if_alien: bool = False,
     ):
-        if not isinstance(data, (list, tuple, GeneratorType)):
+        if not isinstance(data, (list, tuple, Generator)):
             data = [data]
+        self.primary_keys = set()
         form_class: type[FlexForm] = self.get_form()
         known_fields = set(sorted(form_class.declared_fields.keys()))
         ret = {}
         for i, row in enumerate(data, 1):
             form: "FlexForm" = form_class(data=row)
             posted_fields = set(sorted(row.keys()))
-            row_errors = {}
+            fields_errors = {}
+            row_errors = []
             if fail_if_alien and (diff := posted_fields.difference(known_fields)):
-                row_errors["-"] = [f"Alien values found {diff}"]
+                row_errors.append(f"Alien values found {diff}")
             if not form.is_valid():
-                row_errors.update(**form.errors)
+                fields_errors.update(**form.errors)
+
+            if err := self.is_duplicate(form):
+                row_errors.append(err)
+            if err := self.is_valid_foreignkey(form):
+                row_errors.append(err)
 
+            for field_name in self._collected_values.keys():
+                self._collected_values[field_name].append(form.cleaned_data[field_name])
             if row_errors:
-                ret[i] = row_errors
+                fields_errors["-"] = row_errors
+            if fields_errors:
+                ret[i] = fields_errors
             elif include_success:
                 ret[i] = "Ok"
         return ret
diff --git a/src/hope_flex_fields/models/datachecker.py b/src/hope_flex_fields/models/datachecker.py
index d216815..7ccf479 100644
--- a/src/hope_flex_fields/models/datachecker.py
+++ b/src/hope_flex_fields/models/datachecker.py
@@ -11,7 +11,7 @@
 from .fieldset import Fieldset
 
 if TYPE_CHECKING:
-    from .flexfield import FLexField
+    from .flexfield import FlexField
 
 
 def create_xls_importer(dc: "DataChecker"):
@@ -79,6 +79,8 @@ class DataCheckerFieldset(models.Model):
 
 
 class DataChecker(ValidatorMixin, models.Model):
+    """Used for complex validations to combine different fieldsets"""
+
     last_modified = models.DateTimeField(auto_now=True)
     name = models.CharField(max_length=255, unique=True)
     description = models.TextField(blank=True)
@@ -102,11 +104,16 @@ def get_fields(self):
 
     def get_form(self) -> "type[FlexForm]":
         fields: dict[str, forms.Field] = {}
-        field: "FLexField"
+        field: "FlexField"
         for fs in self.members.all():
             for field in fs.fieldset.fields.filter():
                 fld: FlexFormMixin = field.get_field()
-                fld.label = f"{fs.prefix}_{field.name}"
-                fields[f"{fs.prefix}{field.name}"] = fld
+                fld.label = f"{fs.prefix}{field.name}"
+                if "%s" in fs.prefix:
+                    full_name = fs.prefix % field.name
+                else:
+                    full_name = f"{fs.prefix}{field.name}"
+
+                fields[full_name] = fld
         form_class_attrs = {"DataChecker": self, **fields}
         return type(f"{self.name}DataChecker", (FlexForm,), form_class_attrs)
diff --git a/src/hope_flex_fields/models/definition.py b/src/hope_flex_fields/models/definition.py
index 11edcda..da1ebe8 100644
--- a/src/hope_flex_fields/models/definition.py
+++ b/src/hope_flex_fields/models/definition.py
@@ -2,6 +2,7 @@
 from inspect import isclass
 
 from django import forms
+from django.contrib.contenttypes.models import ContentType
 from django.db import models
 from django.db.models import UniqueConstraint
 from django.utils.translation import gettext as _
@@ -13,8 +14,9 @@
 
 from ..fields import FlexFormMixin
 from ..registry import field_registry
+from ..utils import get_default_attrs
 from ..validators import JsValidator, ReValidator
-from .base import AbstractField, get_default_attrs
+from .base import AbstractField
 
 logger = logging.getLogger(__name__)
 
@@ -40,13 +42,24 @@ def get_from_django_field(self, django_field: "forms.Field|type[forms.Field]"):
 
 
 class FieldDefinition(AbstractField):
+    """This class is the equivalent django.forms.Field class, used to create reusable field types"""
+
     field_type = StrategyClassField(registry=field_registry)
+    content_type = models.ForeignKey(
+        ContentType, on_delete=models.CASCADE, null=True, blank=True
+    )
+    system_data = models.JSONField(default=dict, blank=True, editable=False, null=True)
+    # protected = models.BooleanField(default=False, help_text="If true the field can be deleted only by superusers")
+
     objects = FieldDefinitionManager()
 
     class Meta:
         verbose_name = _("Field Definition")
         verbose_name_plural = _("Field Definitions")
-        constraints = (UniqueConstraint(fields=("name",), name="unique_name"),)
+        constraints = (
+            UniqueConstraint(fields=("name",), name="fielddefinition_unique_name"),
+            UniqueConstraint(fields=("slug",), name="fielddefinition_unique_slug"),
+        )
 
     def __str__(self):
         return self.name
@@ -75,9 +88,12 @@ def set_default_arguments(self):
     def required(self):
         return self.attrs.get("required", False)
 
-    def get_field(self):
+    def get_field(self, override_attrs=None):
         try:
-            kwargs = dict(self.attrs)
+            if override_attrs is not None:
+                kwargs = dict(override_attrs)
+            else:
+                kwargs = dict(self.attrs)
             validators = []
             if self.validation:
                 validators.append(JsValidator(self.validation))
@@ -91,5 +107,7 @@ def get_field(self):
             fld = field_class(**kwargs)
         except Exception as e:  # pragma: no cover
             logger.exception(e)
-            raise
+            raise TypeError(
+                f"Error creating field for FieldDefinition {self.name}: {e}"
+            )
         return fld
diff --git a/src/hope_flex_fields/models/fieldset.py b/src/hope_flex_fields/models/fieldset.py
index 2c1cb69..b57fadf 100644
--- a/src/hope_flex_fields/models/fieldset.py
+++ b/src/hope_flex_fields/models/fieldset.py
@@ -1,27 +1,110 @@
-from typing import TYPE_CHECKING
+import logging
+from typing import TYPE_CHECKING, Any, Optional, TypedDict
 
 from django import forms
+from django.contrib.contenttypes.models import ContentType
 from django.core.exceptions import ValidationError
 from django.db import models
+from django.forms import modelform_factory
 from django.utils.translation import gettext as _
 
+from deepdiff import DeepDiff
+
+from ..utils import get_kwargs_from_formfield
 from .base import FlexForm, ValidatorMixin
 
 if TYPE_CHECKING:
-    from ..forms import FieldDefinitionForm
-    from .flexfield import FlexField
+    from ..models import FlexField
+
+ContentTypeConfig = TypedDict(
+    "ContentTypeConfig",
+    {
+        "fields": list,
+        "errors": list,
+        "config": dict[str, Any],
+        "content_type": type[ContentType],
+    },
+)
+# {
+#             "fields": fields,
+#             "errors": errors,
+#             "config": config,
+#             "content_type": ct,
+#         }
+
+logger = logging.getLogger(__name__)
 
 
 class FieldsetManager(models.Manager):
     def get_by_natural_key(self, name):
         return self.get(name=name)
 
+    def inspect_content_type(self, ct: ContentType) -> ContentTypeConfig:
+        from hope_flex_fields.models import FieldDefinition, FlexField
+
+        model_class = ct.model_class()
+        model_form = modelform_factory(
+            model_class, exclude=(model_class._meta.pk.name,)
+        )
+        errors = []
+        fields = []
+        config = {}
+        for name, field in model_form().fields.items():
+            try:
+                fd = FieldDefinition.objects.get(name=type(field).__name__)
+                fld = FlexField(
+                    name=name, field=fd, attrs=get_kwargs_from_formfield(field)
+                )
+                fld.attrs = fld.get_merged_attrs()
+                fld.get_field()
+                config[name] = {"definition": fd.name, "attrs": fld.attrs}
+                fields.append(fld)
+            except FieldDefinition.DoesNotExist:
+                errors.append(
+                    {
+                        "name": name,
+                        "error": f"Field definition for '{type(field).__name__}' does not exist",
+                    }
+                )
+            except Exception as e:
+                logger.exception(e)
+                errors.append(
+                    {
+                        "name": name,
+                        "error": f"Unable to create field {name}",
+                    }
+                )
+        return {
+            "fields": fields,
+            "errors": errors,
+            "config": config,
+            "content_type": ct,
+        }
+
+    def create_from_content_type(
+        self, name: str, content_type: ContentType, config: Optional[dict] = None
+    ) -> "Fieldset":
+        from hope_flex_fields.models import FieldDefinition, Fieldset
+
+        if config is None:
+            inspection = Fieldset.objects.inspect_content_type(content_type)
+            config = inspection["config"]
+        fs, __ = Fieldset.objects.get_or_create(name=name, content_type=content_type)
+        for name, info in config.items():
+            fd = FieldDefinition.objects.get(name=info["definition"])
+            fs.fields.get_or_create(name=name, field=fd, attrs=info["attrs"])
+        return fs
+
 
 class Fieldset(ValidatorMixin, models.Model):
     last_modified = models.DateTimeField(auto_now=True)
     name = models.CharField(max_length=255, unique=True)
     description = models.TextField(blank=True)
     extends = models.ForeignKey("self", null=True, blank=True, on_delete=models.CASCADE)
+    content_type = models.ForeignKey(
+        ContentType, on_delete=models.CASCADE, blank=True, null=True
+    )
+
     objects = FieldsetManager()
 
     class Meta:
@@ -31,12 +114,25 @@ class Meta:
     def __str__(self):
         return self.name
 
+    def diff_content_type(self) -> dict:
+        attrs = Fieldset.objects.inspect_content_type(self.content_type)
+        result = {}
+        for field_name, w in attrs["config"].items():
+            if ff := self.get_field(field_name):
+                dd = DeepDiff(ff.attrs, w["attrs"])
+                if dd:
+                    result[field_name] = dd
+        return result
+
     def natural_key(self):
         return (self.name,)
 
     def get_field(self, name) -> "FlexField":
         ff = [f for f in self.get_fields() if f.name == name]
-        return ff[0]
+        return ff[0] if ff else None
+
+    def get_fieldnames(self):
+        return [f.name for f in self.get_fields()]
 
     def get_fields(self):
         local_names = [f.name for f in self.fields.all()]
@@ -47,7 +143,7 @@ def get_fields(self):
         for f in self.fields.all():
             yield f
 
-    def get_form(self) -> "type[FieldDefinitionForm]":
+    def get_form(self) -> "type":
         fields: dict[str, forms.Field] = {}
         field: "FlexField"
 
@@ -61,12 +157,3 @@ def clean(self):
         super().clean()
         if self.extends == self:
             raise ValidationError({"extends": "Cannot extends itself"})
-
-    # def validate(self, data):
-    #     form_class = self.get_form()
-    #     form: "FieldDefinitionForm" = form_class(data=data)
-    #     if form.is_valid():
-    #         return True
-    #     else:
-    #         self.errors = form.errors
-    #         raise ValidationError(form.errors)
diff --git a/src/hope_flex_fields/models/flexfield.py b/src/hope_flex_fields/models/flexfield.py
index 57fabc3..ee7271e 100644
--- a/src/hope_flex_fields/models/flexfield.py
+++ b/src/hope_flex_fields/models/flexfield.py
@@ -2,6 +2,7 @@
 
 from django.core.exceptions import ValidationError
 from django.db import models
+from django.db.models import UniqueConstraint
 from django.utils.translation import gettext as _
 
 from ..fields import FlexFormMixin
@@ -30,9 +31,12 @@ class FlexField(AbstractField):
     objects = FieldsetFieldManager()
 
     class Meta:
-        unique_together = ("fieldset", "name")
         verbose_name = _("Flex Field")
         verbose_name_plural = _("flex Fields")
+        constraints = (
+            UniqueConstraint(fields=("name", "fieldset"), name="flexfield_unique_name"),
+            UniqueConstraint(fields=("slug", "fieldset"), name="flexfield_unique_slug"),
+        )
 
     def __str__(self):
         return self.name
@@ -59,10 +63,13 @@ def get_merged_attrs(self):
             attrs.update(self.attrs)
         return attrs
 
-    def get_field(self, **extra) -> "FlexFormMixin":
+    def get_field(self, override_attrs=None, **extra) -> "FlexFormMixin":
         try:
-            kwargs = self.get_merged_attrs()
-            kwargs.update(extra)
+            if override_attrs is not None:
+                kwargs = dict(override_attrs)
+            else:
+                kwargs = self.get_merged_attrs()
+                kwargs.update(extra)
             validators = []
             if self.validation:
                 validators.append(JsValidator(self.validation))
@@ -76,10 +83,12 @@ def get_field(self, **extra) -> "FlexFormMixin":
 
             kwargs["validators"] = validators
             field_class = type(
-                f"{self.name}Field", (FlexFormMixin, self.field.field_type), {}
+                f"{self.name}Field",
+                (FlexFormMixin, self.field.field_type),
+                {"flex_field": self},
             )
             fld = field_class(**kwargs)
         except Exception as e:  # pragma: no cover
             logger.exception(e)
-            raise
+            raise TypeError(f"Error creating field for FlexField {self.name}: {e}")
         return fld
diff --git a/src/hope_flex_fields/registry.py b/src/hope_flex_fields/registry.py
index 65355de..e2f179f 100644
--- a/src/hope_flex_fields/registry.py
+++ b/src/hope_flex_fields/registry.py
@@ -3,6 +3,8 @@
 from strategy_field.registry import Registry
 from strategy_field.utils import fqn
 
+# from .fields import OptionField
+
 
 class FieldRegistry(Registry):
     def get_name(self, entry):
@@ -35,3 +37,4 @@ def as_choices(self):
 field_registry.register(forms.URLField)
 field_registry.register(forms.UUIDField)
 field_registry.register(forms.JSONField)
+# field_registry.register(OptionField)
diff --git a/src/hope_flex_fields/templates/flex_fields/fieldset/analyse.html b/src/hope_flex_fields/templates/flex_fields/fieldset/analyse.html
index d5d3887..3322863 100644
--- a/src/hope_flex_fields/templates/flex_fields/fieldset/analyse.html
+++ b/src/hope_flex_fields/templates/flex_fields/fieldset/analyse.html
@@ -1,6 +1,5 @@
 {% extends "admin_extra_buttons/action_page.html" %}
 {% block action-content %}
-    {{ original }}
     {% if fields %}
         <form method="post" id="create-form">
             {% csrf_token %}
@@ -35,7 +34,7 @@ <h3>Fields</h3>
                 {% csrf_token %}
                 {{ form }}
             </table>
-            <input type="submit" value="Analyse">
+            <input type="submit" name="analyse" value="Analyse">
         </form>
         <div>
     {% endif %}
diff --git a/src/hope_flex_fields/templates/flex_fields/fieldset/diff.html b/src/hope_flex_fields/templates/flex_fields/fieldset/diff.html
new file mode 100644
index 0000000..987e1be
--- /dev/null
+++ b/src/hope_flex_fields/templates/flex_fields/fieldset/diff.html
@@ -0,0 +1,12 @@
+{% extends "admin_extra_buttons/action_page.html" %}
+{% block action-content %}
+    <table>
+        {% for field_name, diff in diff %}
+            <tr>
+                <td>{{ field_name }}</td>
+                <td>{{ diff }}</td>
+            </tr>
+        {% endfor %}
+    </table>
+
+{% endblock %}
diff --git a/src/hope_flex_fields/utils.py b/src/hope_flex_fields/utils.py
index 334a46c..bf70875 100644
--- a/src/hope_flex_fields/utils.py
+++ b/src/hope_flex_fields/utils.py
@@ -14,6 +14,10 @@ def namefy(value):
     return slugify(value).replace("-", "_")
 
 
+def get_default_attrs():
+    return {"required": False, "help_text": ""}
+
+
 def get_kwargs_from_field_class(field, extra: dict | None = None):
     sig: inspect.Signature = inspect.signature(field)
     arguments = extra or {}
diff --git a/tests/admin/test_admin_checker.py b/tests/admin/test_admin_checker.py
index a329a3f..881a9c4 100644
--- a/tests/admin/test_admin_checker.py
+++ b/tests/admin/test_admin_checker.py
@@ -7,6 +7,8 @@
 from testutils.factories import DataCheckerFactory
 from webtest import Upload
 
+from hope_flex_fields.models import Fieldset
+
 pytestmark = [pytest.mark.admin, pytest.mark.smoke, pytest.mark.django_db]
 
 
@@ -27,7 +29,7 @@ def record(db):
     FlexFieldFactory(name="int2", field=fd2, fieldset=fs2, attrs={"required": True})
 
     dc = DataCheckerFactory()
-    DataCheckerFieldsetFactory(checker=dc, fieldset=fs1, prefix="fs1_")
+    DataCheckerFieldsetFactory(checker=dc, fieldset=fs1, prefix="fs1_%s")
     DataCheckerFieldsetFactory(checker=dc, fieldset=fs2, prefix="fs2_")
     return dc
 
@@ -313,6 +315,19 @@ def test_datachecker_inspect(app, record):
     assert res
 
 
+def test_datachecker_unique_field(app, record):
+    url = reverse("admin:hope_flex_fields_datachecker_add")
+    res = app.get(url)
+    res.forms["datachecker_form"]["name"] = "DC #1"
+    res.forms["datachecker_form"]["members-0-fieldset"] = Fieldset.objects.first().pk
+    res.forms["datachecker_form"]["members-0-prefix"] = "pr_"
+    res.forms["datachecker_form"]["members-1-fieldset"] = Fieldset.objects.first().pk
+    res.forms["datachecker_form"]["members-1-prefix"] = "pr_%s"
+    res = res.forms["datachecker_form"].submit()
+    assert res.status_code == 200
+    assert b"Field names are not unique" in res.content
+
+
 def test_datachecker_xls_importer(app, dc):
     url = reverse(
         "admin:hope_flex_fields_datachecker_create_xls_importer", args=[dc.pk]
diff --git a/tests/admin/test_admin_fieldset.py b/tests/admin/test_admin_fieldset.py
index 9ca647a..282f7ec 100644
--- a/tests/admin/test_admin_fieldset.py
+++ b/tests/admin/test_admin_fieldset.py
@@ -25,6 +25,18 @@ def record(db):
     return fs
 
 
+@pytest.fixture
+def record2(db):
+    ct = ContentType.objects.get_for_model(User)
+    fs = Fieldset.objects.create_from_content_type("Test", ct)
+    return fs
+
+
+def test_detect_changes(app, record2):
+    url = reverse("admin:hope_flex_fields_fieldset_detect_changes", args=[record2.pk])
+    app.get(url)
+
+
 def test_fieldset_test(app, record):
     url = reverse("admin:hope_flex_fields_fieldset_test", args=[record.pk])
     res = app.get(url)
@@ -39,24 +51,34 @@ def test_fieldset_test(app, record):
     assert messages == ["Valid"]
 
 
+def test_fieldset_unique_name(app, record):
+    url = reverse("admin:hope_flex_fields_fieldset_add")
+    res = app.get(url)
+    res.forms["fieldset_form"]["name"] = record.name
+    res = res.forms["fieldset_form"].submit()
+    assert res.status_code == 200
+    assert b"Fieldset with this Name already exists." in res.content
+
+
 @pytest.mark.parametrize(
     "model_class",
     [
         User,
     ],
 )
-def test_fieldset_create_from_content_type(app, model_class):
+def test_fieldset_create_from_content_type(app, record, model_class):
     url = reverse("admin:hope_flex_fields_fieldset_create_from_content_type")
     res = app.get(url)
-    res = res.forms["analyse-form"].submit()
+    res.forms["analyse-form"]["name"] = record.name
+    res = res.forms["analyse-form"].submit("analyse")
     assert res.status_code == 200
+    res.forms["analyse-form"]["name"] = "FS #1"
     res.forms["analyse-form"]["content_type"] = ContentType.objects.get_for_model(
         model_class
     ).pk
-    res = res.forms["analyse-form"].submit()
-    res.forms["create-form"].submit()
-    fs = Fieldset.objects.filter(
-        name=f"{model_class._meta.app_label}_{model_class._meta.model_name}"
-    ).first()
+    res = res.forms["analyse-form"].submit("analyse")
+
+    res.forms["create-form"].submit("create")
+    fs = Fieldset.objects.filter(name="FS #1").first()
     assert fs
     assert fs.fields.exists()
diff --git a/tests/admin/test_admin_flexfield.py b/tests/admin/test_admin_flexfield.py
index 3915741..bb2b451 100644
--- a/tests/admin/test_admin_flexfield.py
+++ b/tests/admin/test_admin_flexfield.py
@@ -46,7 +46,7 @@ def test_fields_create(app):
     fs = FieldsetFactory()
     url = reverse("admin:hope_flex_fields_flexfield_add")
     res = app.get(url)
-    form = res.forms[1]
+    form = res.forms["flexfield_form"]
     form["name"] = "int"
     form["field"] = fd.pk
     form["fieldset"] = fs.pk
@@ -62,7 +62,7 @@ def test_fields_create_and_update(app, record):
 
     url = reverse("admin:hope_flex_fields_flexfield_add")
     res = app.get(url)
-    form = res.forms[1]
+    form = res.forms["flexfield_form"]
     form["name"] = "int2"
     form["field"] = fd.pk
     form["fieldset"] = fs.pk
@@ -70,7 +70,7 @@ def test_fields_create_and_update(app, record):
     res = form.submit("_continue")
     assert res.status_code == 302, res.context["adminform"].form.errors
     res = res.follow()
-    form = res.forms[1]
+    form = res.forms["flexfield_form"]
     assert form["attrs"].value == '"{}"'
 
     form["attrs"] = (
diff --git a/tests/admin/test_admin_smoke.py b/tests/admin/test_admin_smoke.py
index 351c89a..ea74068 100644
--- a/tests/admin/test_admin_smoke.py
+++ b/tests/admin/test_admin_smoke.py
@@ -181,7 +181,9 @@ def test_admin_delete(app, modeladmin, record, monkeypatch):
         pytest.skip("No 'delete' permission")
 
 
-@pytest.mark.skip_buttons("security.UserAdmin:link_user_data")
+@pytest.mark.skip_buttons(
+    "security.UserAdmin:link_user_data", "hope_flex_fields.FieldsetAdmin:detect_changes"
+)
 def test_admin_buttons(app, modeladmin, button_handler, record, monkeypatch):
     from admin_extra_buttons.handlers import LinkHandler
 
diff --git a/tests/extra/testutils/factories.py b/tests/extra/testutils/factories.py
index fa58a34..0ef8414 100644
--- a/tests/extra/testutils/factories.py
+++ b/tests/extra/testutils/factories.py
@@ -1,5 +1,6 @@
 from django import forms
 from django.contrib.auth.models import User
+from django.contrib.contenttypes.models import ContentType
 
 import factory.fuzzy
 from factory.base import FactoryMetaClass
@@ -86,6 +87,15 @@ def _create(cls, model_class, *args, **kwargs):
         return super()._create(model_class, *args, **kwargs)
 
 
+class ContentTypeFactory(AutoRegisterModelFactory):
+    app_label = "auth"
+    model = "user"
+
+    class Meta:
+        model = ContentType
+        django_get_or_create = ("app_label", "model")
+
+
 class FieldsetFactory(AutoRegisterModelFactory):
     name = factory.Sequence(lambda d: "Fieldset-%s" % d)
     extends = None
diff --git a/tests/test_choices.py b/tests/test_choices.py
new file mode 100644
index 0000000..dba0136
--- /dev/null
+++ b/tests/test_choices.py
@@ -0,0 +1,35 @@
+from django.contrib.contenttypes.models import ContentType
+
+import pytest
+from testutils.factories import ContentTypeFactory, FieldsetFactory, FlexFieldFactory
+
+from hope_flex_fields.apps import sync_content_types
+from hope_flex_fields.models import Fieldset
+
+
+@pytest.fixture
+def data(db):
+    ct = ContentType.objects.get(app_label="auth", model="user")
+    data = Fieldset.objects.inspect_content_type(ct)
+    Fieldset.objects.create_from_content_type(
+        name="FS #2", content_type=ct, config=data["config"]
+    )
+
+
+def test_sync_content_types(data):
+    fs = FieldsetFactory(content_type=ContentTypeFactory())
+    attrs = Fieldset.objects.inspect_content_type(fs.content_type)
+    FlexFieldFactory(fieldset=fs, field__name="CharField", name="username")
+    FlexFieldFactory(
+        fieldset=fs,
+        field__name="CharField",
+        name="password",
+        attrs=attrs["config"]["password"],
+    )
+    FlexFieldFactory(
+        fieldset=fs,
+        field__name="CharField",
+        name="password",
+        attrs=attrs["config"]["password"],
+    )
+    sync_content_types(None)
diff --git a/tests/test_sample_code.py b/tests/test_sample_code.py
new file mode 100644
index 0000000..e9a3eb0
--- /dev/null
+++ b/tests/test_sample_code.py
@@ -0,0 +1,42 @@
+# mypy: disable-error-code="no-untyped-def"
+from django import forms
+
+from hope_flex_fields.models import Fieldset
+from hope_flex_fields.models.definition import FieldDefinition
+from hope_flex_fields.models.flexfield import FlexField
+
+
+def test_sample_code(db):
+    data = [
+        {"name": "John", "last_name": "Doe", "gender": "M", "unknown": "??"},
+        {"name": "Jane", "last_name": "Doe", "gender": "F"},
+        {"name": "Andrea", "last_name": "Doe", "gender": "X"},
+        {"name": "Mary", "last_name": "Doe", "gender": "1"},
+    ]
+
+    fs, __ = Fieldset.objects.get_or_create(name="test.xlsx")
+
+    charfield = FieldDefinition.objects.get(field_type=forms.CharField)
+    choicefield = FieldDefinition.objects.get(field_type=forms.ChoiceField)
+
+    FlexField.objects.get_or_create(name="name", fieldset=fs, field=charfield)
+    FlexField.objects.get_or_create(name="last_name", fieldset=fs, field=charfield)
+    FlexField.objects.get_or_create(
+        name="gender",
+        fieldset=fs,
+        field=choicefield,
+        attrs={"choices": [["M", "M"], ["F", "F"], ["X", "X"]]},
+    )
+
+    errors = fs.validate(data)
+    assert errors == {
+        4: {"gender": ["Select a valid choice. 1 is not one of the available choices."]}
+    }
+
+    errors = fs.validate(data, fail_if_alien=True)
+    assert errors == {
+        1: {"-": ["Alien values found {'unknown'}"]},
+        4: {
+            "gender": ["Select a valid choice. 1 is not one of the available choices."]
+        },
+    }
diff --git a/tests/test_usage.py b/tests/test_usage.py
index ae7f5bc..7421466 100644
--- a/tests/test_usage.py
+++ b/tests/test_usage.py
@@ -37,7 +37,7 @@ def test_validate_fs_json(config):
         {"int": 2, "float": 2.2},
         {"int": -3, "float": 2.1},
     ]
-    result = fs.validate(data, True)
+    result = fs.validate(data, include_success=True)
     assert result == {
         1: {"float": ["Insert an odd number"]},
         2: "Ok",
@@ -52,7 +52,7 @@ def test_validate_dc_json(config):
         {"aaa_int": 2, "aaa_float": 2.2},
         {"aaa_int": -3, "aaa_float": 2.1},
     ]
-    result = dc.validate(data, True)
+    result = dc.validate(data, include_success=True)
     assert result == {
         1: {"aaa_float": ["Insert an odd number"]},
         2: "Ok",
diff --git a/tox.ini b/tox.ini
index f4e8e7b..dd090a9 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,51 +1,55 @@
 [tox]
-envlist = d{32,42,50}
+envlist = d{42,51}
 envtmpdir={toxinidir}/build/{envname}/tmp
 envlogdir={toxinidir}/build/{envname}/log
 
 [testenv]
 basepython=python3.11
+skip_install = true
 passenv =
     PYTHONDONTWRITEBYTECODE
     USER
     PYTHONPATH
     DATABASE_URL
     DATABASE_HOPE_URL
-    SECRET_KEY
-    AZURE_CLIENT_ID
-    AZURE_CLIENT_SECRET
+deps =
+    uv
 
 setenv =
     PYTHONDONTWRITEBYTECODE=true
     PYTHONPATH={toxinidir}/src
-extras =
-    test
-deps =
-     d32: django==3.2.*
-     d42: django==4.2.*
-     d50: django==5.0.*
-
-allowlist_externals =
-    flake8
-    isort
-    black
-    mkdir
-    pytest
+    d42: DJANGO = django>=4,<5
+    d51: DJANGO = django>=5,<6
+    d42: LOCK = "uv4.lock"
+    d51: LOCK = "uv5.lock"
 
 commands =
-        mkdir -p {toxinidir}/~build/flake {toxinidir}/build/results
-        flake8 src/ tests/ --format=html --htmldir=~build/flake
-        isort src/ tests/ --check-only
-        black --check src/ tests/
-        pytest tests \
-            -q \
-            --create-db \
-            --cov-report=html \
-            --cov-report=term \
-            --cov-config={toxinidir}/tests/.coveragerc \
-            --cov=hope_dedup_engine
+    uv export -q --no-hashes  -o {work_dir}/requirements.txt
+    pip install -r {work_dir}/requirements.txt
+    pip install '{env:DJANGO}'
+    pytest
+
+
 
 [testenv:report]
 commands =
     pip install coverage
     coverage html
+
+
+[testenv:package]
+skip_install = true
+
+deps=
+    build
+    twine
+
+
+setenv =
+    TWINE_USERNAME = {env:TWINE_TEST_USERNAME:__token__}
+    TWINE_PASSWORD = {env:TWINE_TEST_PASSWORD}
+
+commands =
+    python -c "import shutil; shutil.rmtree('{toxinidir}/dist', ignore_errors=True)"
+    python -m build --outdir {toxinidir}/dist
+    pip install hope-flex-fields --use-pep517 --no-deps --no-cache-dir --find-links file://{toxinidir}/dist/