From bad0b2fa7a48b9d55c95c1e906e049a136bb462b Mon Sep 17 00:00:00 2001
From: Daniel Hornung <d.hornung@indiscale.com>
Date: Wed, 17 Apr 2024 10:59:45 +0200
Subject: [PATCH] ENH: XLSX table template generator works with multiple choice
arrays
---
.../table_json_conversion/table_generator.py | 36 ++++++++++----
src/doc/table-json-conversion/specs.md | 37 ++++++++++++--
.../data/multiple_choice_schema.json | 47 ++++++++++++++++++
.../data/multiple_choice_template.xlsx | Bin 0 -> 5992 bytes
.../test_table_template_generator.py | 6 +++
5 files changed, 111 insertions(+), 15 deletions(-)
create mode 100644 unittests/table_json_conversion/data/multiple_choice_schema.json
create mode 100644 unittests/table_json_conversion/data/multiple_choice_template.xlsx
diff --git a/src/caosadvancedtools/table_json_conversion/table_generator.py b/src/caosadvancedtools/table_json_conversion/table_generator.py
index 8ca026a8..857100ef 100644
--- a/src/caosadvancedtools/table_json_conversion/table_generator.py
+++ b/src/caosadvancedtools/table_json_conversion/table_generator.py
@@ -42,7 +42,8 @@ class ColumnType(Enum):
SCALAR = 1
LIST = 2
FOREIGN = 3
- IGNORE = 4
+ MULTIPLE_CHOICE = 4
+ IGNORE = 5
class RowType(Enum):
@@ -189,15 +190,16 @@ class TableTemplateGenerator(ABC):
# if it is an array, value defs are in 'items'
if schema.get('type') == 'array':
- if (schema['items'].get('type') == 'object'
- and len(path) > 1): # list of references; special treatment
+ items = schema['items']
+ # list of references; special treatment
+ if (items.get('type') == 'object' and len(path) > 1):
# we add a new sheet with columns generated from the subtree of the schema
sheetname = p2s(path)
if sheetname in sheets:
raise ValueError("The schema would lead to two sheets with the same name, "
f"which is forbidden: {sheetname}")
col_def = self._treat_schema_element(
- schema=schema['items'], sheets=sheets, path=path, foreign_keys=foreign_keys,
+ schema=items, sheets=sheets, path=path, foreign_keys=foreign_keys,
level_in_sheet_name=len(path),
array_paths=array_paths+[path] # since this level is an array extend the list
)
@@ -223,8 +225,23 @@ class TableTemplateGenerator(ABC):
# current sheet.
return {}
+ # List of enums: represent as checkbox columns
+ if (schema.get("uniqueItems") is True and "enum" in items and len(items) == 1):
+ choices = items["enum"]
+ assert len(path) >= 1
+ prop_name = path[-1]
+ result = {}
+ for choice in choices:
+ name = f"{prop_name}.{choice}"
+ result[name] = (
+ ColumnType.MULTIPLE_CHOICE,
+ schema.get('description'),
+ path + [str(choice)],
+ )
+ return result
+
# it is a list of primitive types -> semicolon separated list
- schema = schema['items']
+ schema = items
ctype = ColumnType.LIST
# This should only be the case for "new or existing reference".
@@ -247,9 +264,8 @@ class TableTemplateGenerator(ABC):
return cols
# The schema is a leaf.
- description = schema['description'] if 'description' in schema else None
# definition of a single column
- default_return = {p2s(path[level_in_sheet_name:]): (ctype, description, path)}
+ default_return = {p2s(path[level_in_sheet_name:]): (ctype, schema.get('description'), path)}
if 'type' not in schema and 'enum' in schema:
return default_return
if 'type' not in schema and 'anyOf' in schema:
@@ -350,12 +366,12 @@ class XLSXTemplateGenerator(TableTemplateGenerator):
ordered_cols = self._get_ordered_cols(sheetdef)
# create other columns
- for index, (colname, ct, desc, path) in enumerate(ordered_cols):
- ws.cell(1, 2 + index, ct.name)
+ for index, (colname, coltype, desc, path) in enumerate(ordered_cols):
+ ws.cell(1, 2 + index, coltype.name)
for path_index, el in enumerate(path):
ws.cell(2 + path_index, 2 + index, el)
ws.cell(header_index, 2 + index, colname)
- if ct == ColumnType.FOREIGN:
+ if coltype == ColumnType.FOREIGN:
# Visual highlighting
ws.cell(header_index, 2 + index).fill = yellowfill
if desc:
diff --git a/src/doc/table-json-conversion/specs.md b/src/doc/table-json-conversion/specs.md
index 9ae717ca..68c54099 100644
--- a/src/doc/table-json-conversion/specs.md
+++ b/src/doc/table-json-conversion/specs.md
@@ -46,13 +46,15 @@ XLSX file. These properties have an attribute name and a value. The value can be
a. A primitive (text, number, boolean, ...)
b. A record
c. A list of primitive types
-d. A list of records
+d. A list of unique enums (multiple choice)
+e. A list of records
In cases *a.* and *c.*, a cell is created in the column corresponding to the property in the XLSX
file. In case *b.*, columns are created for the Properties of the record, where for each of the
-Properties the cases *a.* - *d.* are considered recursively.
+Properties the cases *a.* - *e.* are considered recursively. Case *d.* leads to a number of
+columns, one for each of the possible choices.
-For case *d.* however, the two-dimensional structure of an XLSX sheet is not sufficient. Therefore,
+For case *e.* however, the two-dimensional structure of an XLSX sheet is not sufficient. Therefore,
for such cases, *new* XLSX sheets/tables are created.
In these sheets/tables, the referenced records are treated as described above (new columns for the
@@ -124,7 +126,31 @@ This entry would be represented in an XLSX sheet with the following content:
The list elements are written into the cell separated by `;` (semicolon). If the elements contain
the separator `;`, it is escaped with `\\`.
-### d. Properties containing lists with references ###
+### d. Multiple choice properties ###
+
+```JSON
+{
+ "Training": {
+ "date": "2024-04-17",
+ "skills": [
+ "Planning",
+ "Evaluation"
+ ]
+ }
+}
+```
+
+If the `skills` list is denoted as an `enum` array with `"uniqueItems": true` in the json schema,
+this entry would be represented like this in an XLSX:
+
+| date | skills.Planning | skills.Communication | skills.Evaluation |
+|------------|-----------------|----------------------|-------------------|
+| 2024-04-17 | x | | x |
+
+Note that this example assumes that the list of possible choices, as given in the json schema, was
+"Planning, Communication, Evaluation".
+
+### e. Properties containing lists with references ###
```JSON
{
@@ -176,7 +202,8 @@ special treatment. The following values are used:
- ``IGNORE``: This row is ignored. It can be used for explanatory texts or layout.
- ``COL_TYPE``: Typically the first row that is not `IGNORE`. It indicates the row that defines the
- type of columns (`FOREIGN`, `SCALAR`, `LIST`, `IGNORE`). This row may occur only once.
+ type of columns (`FOREIGN`, `SCALAR`, `LIST`, `MULTIPLE_CHOICE`, `IGNORE`). This row must occur
+ exactly once per sheet.
- ``PATH``: Indicates that the row is used to define the path within the JSON. These rows are
typically hidden for users.
diff --git a/unittests/table_json_conversion/data/multiple_choice_schema.json b/unittests/table_json_conversion/data/multiple_choice_schema.json
new file mode 100644
index 00000000..75de127e
--- /dev/null
+++ b/unittests/table_json_conversion/data/multiple_choice_schema.json
@@ -0,0 +1,47 @@
+{
+ "type": "object",
+ "properties": {
+ "Training": {
+ "type": "object",
+ "required": [],
+ "additionalProperties": false,
+ "title": "Training",
+ "properties": {
+ "name": {
+ "type": "string",
+ "description": "The name of the Record to be created"
+ },
+ "date": {
+ "description": "The date of the training.",
+ "anyOf": [
+ {
+ "type": "string",
+ "format": "date"
+ },
+ {
+ "type": "string",
+ "format": "date-time"
+ }
+ ]
+ },
+ "skills": {
+ "description": "Skills that are trained.",
+ "type": "array",
+ "items": {
+ "enum": [
+ "Planning",
+ "Communication",
+ "Evaluation"
+ ]
+ },
+ "uniqueItems": true
+ }
+ }
+ }
+ },
+ "required": [
+ "Training"
+ ],
+ "additionalProperties": false,
+ "$schema": "https://json-schema.org/draft/2020-12/schema"
+}
diff --git a/unittests/table_json_conversion/data/multiple_choice_template.xlsx b/unittests/table_json_conversion/data/multiple_choice_template.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..1b4abaadb5b9a2218340f848d93cd2fbf8948908
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diff --git a/unittests/table_json_conversion/test_table_template_generator.py b/unittests/table_json_conversion/test_table_template_generator.py
index 8fc7b216..cefc792b 100644
--- a/unittests/table_json_conversion/test_table_template_generator.py
+++ b/unittests/table_json_conversion/test_table_template_generator.py
@@ -267,6 +267,12 @@ def test_model_with_indirect_reference():
foreign_keys={"Wrapper": ["Training.name", "Training.url"]},
outfile=None)
+def test_model_with_multiple_choice():
+ _compare_generated_to_known_good(
+ schema_file=rfp("data/multiple_choice_schema.json"),
+ known_good=rfp("data/multiple_choice_template.xlsx"),
+ outfile=None)
+
def test_exceptions():
# Foreign keys must be lists
--
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