diff --git a/documentation/index.md b/documentation/index.md index e0e601d..26ba2f3 100755 --- a/documentation/index.md +++ b/documentation/index.md @@ -937,6 +937,33 @@ If the method **set_file_to_upload** is used to supply a file, the resource `last_modified` field is set to now automatically regardless of the value of `data_updated` or whether **mark_data_updated** has been called. +### Data Dictionary + +A resource can have a data dictionary describing the columns in the data it +contains. It is a list of dictionaries, each with the keys `field` (the +column name as it appears in the file), `label` (a human-readable label) and +`description` (a human-readable description of the column). Set it using +**set_hdx_data_dictionary**: + + resource.set_hdx_data_dictionary([ + { + "field": "col_name", + "label": "Column Label", + "description": "Human-readable description.", + }, + { + "field": "another_col", + "label": "Another Label", + "description": "Second column description.", + }, + ]) + +`field`, `label` and `description` must all be non-empty strings for every +column, otherwise an `HDXError` is raised. Read the data dictionary back +using the getter: + + data_dictionary = resource.get_hdx_data_dictionary() + ## Showcase Management The **Showcase** class enables you to manage showcases, creating, deleting and updating diff --git a/pyproject.toml b/pyproject.toml index 464d207..0ff461b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -39,8 +39,8 @@ dependencies = [ "ckanapi>=4.11", "defopt>=7.0.0", "email_validator", - "hdx-python-country>=4.1.1", - "hdx-python-utilities>=4.0.8", + "hdx-python-country>=4.1.3", + "hdx-python-utilities>=4.1.2", "makefun", "requests", ] diff --git a/src/hdx/data/resource.py b/src/hdx/data/resource.py index 9277de3..40b0ca9 100755 --- a/src/hdx/data/resource.py +++ b/src/hdx/data/resource.py @@ -1,5 +1,6 @@ """Resource class containing all logic for creating, checking, and updating resources.""" +import json import logging from collections.abc import Sequence from datetime import datetime @@ -33,6 +34,9 @@ class Resource(HDXObject): """ _formats_dict = None + _valid_data_dictionary_types = frozenset( + {"text", "numeric", "date", "timestamp without time zone"} + ) def __init__( self, @@ -263,6 +267,56 @@ def set_format(self, format: str) -> str: self.data["format"] = file_format return file_format + def get_hdx_data_dictionary(self) -> list[dict] | None: + """Get the resource's data dictionary (column definitions) + + Returns: + List of column definition dictionaries or None if not set + """ + data_dictionary = self.data.get("hdx_data_dictionary") + if data_dictionary is None: + return None + if isinstance(data_dictionary, str): + return json.loads(data_dictionary) + return data_dictionary + + def set_hdx_data_dictionary(self, data_dictionary: Sequence[dict]) -> None: + """Set the resource's data dictionary (column definitions). Each column + definition must be a dict with non-empty string values for field + (column name in the CSV file), label (human-readable column label) and + description (human-readable description of the column). If present, + data_type must be one of the PostgreSQL types produced by DataPusher+ + (text, numeric, date, timestamp without time zone). + + Args: + data_dictionary: Sequence of column definition dictionaries + + Returns: + None + """ + if not data_dictionary: + raise HDXError("hdx_data_dictionary must be a non-empty list!") + for i, column in enumerate(data_dictionary): + if not isinstance(column, dict): + raise HDXError(f"hdx_data_dictionary[{i}] must be a dict!") + for required_key in ("field", "label", "description"): + value = column.get(required_key) + if not isinstance(value, str) or not value.strip(): + raise HDXError( + f"hdx_data_dictionary[{i}] is missing a non-empty '{required_key}'!" + ) + if "data_type" in column: + data_type = column["data_type"] + if data_type not in self._valid_data_dictionary_types: + valid_types = ", ".join(sorted(self._valid_data_dictionary_types)) + raise HDXError( + f"hdx_data_dictionary[{i}] has invalid 'data_type' " + f"'{data_type}'! Must be one of: {valid_types}" + ) + self.data["hdx_data_dictionary"] = json.dumps( + data_dictionary, separators=(",", ":") + ) + def clean_format(self) -> str: """Clean the resource's format, setting it to None if it is invalid and cannot be mapped diff --git a/tests/hdx/data/test_resource.py b/tests/hdx/data/test_resource.py index dcc4281..b766e82 100755 --- a/tests/hdx/data/test_resource.py +++ b/tests/hdx/data/test_resource.py @@ -734,6 +734,70 @@ def test_get_set_date_of_resource(self, configuration): "ongoing": False, } + def test_get_set_hdx_data_dictionary(self, configuration): + resource = Resource({}) + assert resource.get_hdx_data_dictionary() is None + + data_dictionary = [ + {"field": "col_name", "label": "Column Label", "description": "Desc."}, + { + "field": "another_col", + "label": "Another Label", + "description": "Second column description.", + }, + ] + resource.set_hdx_data_dictionary(data_dictionary) + assert resource.data["hdx_data_dictionary"] == json.dumps( + data_dictionary, separators=(",", ":") + ) + assert resource.get_hdx_data_dictionary() == data_dictionary + + resource2 = Resource({"hdx_data_dictionary": json.dumps(data_dictionary)}) + assert resource2.get_hdx_data_dictionary() == data_dictionary + + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary([]) + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary([{"field": "col_name", "label": "Label"}]) + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary( + [{"field": "", "label": "Label", "description": "Desc."}] + ) + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary( + [{"field": "col_name", "label": " ", "description": "Desc."}] + ) + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary(["not a dict"]) + with pytest.raises(HDXError): + resource.set_hdx_data_dictionary( + [ + { + "field": "col_name", + "label": "Label", + "description": "Desc.", + "data_type": "varchar", + } + ] + ) + + data_dictionary_with_types = [ 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