""" Implements the base classes for Record and RecordSet objects used to represent records in Grist tables. Individual tables use derived versions of these, which add per-column properties. """ import functools @functools.total_ordering class Record(object): """ Name: Record, rec A Record represents a record of data. It is the primary means of accessing values in formulas. A Record for a particular table has a property for each data and formula column in the table. In a formula, `$field` is translated to `rec.field`, where `rec` is the Record for which the formula is being evaluated. For example: ``` def Full_Name(rec, table): return rec.First_Name + ' ' + rec.LastName def Name_Length(rec, table): return len(rec.Full_Name) ``` """ # Some documentation for method-like parts of Record, which aren't actually methods. _DOC_EXTRA = ( """ Name: $Field, rec.Field Usage: __$__*Field* or __rec__*.Field* Access the field named "Field" of the current record. E.g. `$First_Name` or `rec.First_Name`. """, """ Name: $group, rec.group Usage: __$group__ In a [summary table](summary-tables.md), `$group` is a special field containing the list of Records that are summarized by the current summary line. E.g. the formula `len($group)` counts the number of those records being summarized in each row. See [RecordSet](#recordset) for useful properties offered by the returned object. Examples: ``` sum($group.Amount) # Sum of the Amount field in the matching records sum(r.Amount for r in $group) # Same as sum($group.Amount) sum(r.Amount for r in $group if r > 0) # Sum of only the positive amounts sum(r.Shares * r.Price for r in $group) # Sum of shares * price products ``` """ ) # Slots are an optimization to avoid the need for a per-object __dict__. __slots__ = ('_row_id', '_source_relation') # Per-table derived classes override this and set it to the appropriate Table object. _table = None # Record is always a thin class, containing essentially a reference to a row in the table. The # properties to access individual fields of a row are provided in per-table derived classes. def __init__(self, row_id, relation=None): """ Creates a Record object. table - Table object, in which this record lives. row_id - The ID of the record within table. relation - Relation object for how this record was obtained; used in dependency tracking. In general you shouldn't call this constructor directly, but rather: table.Record(row_id, relation) which provides the table argument automatically. """ self._row_id = row_id self._source_relation = relation or self._table._identity_relation # Existing fields are added as @property methods in table.py. When no field is found, raise a # more informative AttributeError. def __getattr__(self, name): return self._table._attribute_error(name, self._source_relation) def __hash__(self): return hash((self._table, self._row_id)) def __eq__(self, other): return (isinstance(other, Record) and (self._table, self._row_id) == (other._table, other._row_id)) def __ne__(self, other): return not self.__eq__(other) def __lt__(self, other): return (self._table.table_id, self._row_id) < (other._table.table_id, other._row_id) def __int__(self): return self._row_id def __nonzero__(self): return bool(self._row_id) __bool__ = __nonzero__ def __repr__(self): return "%s[%s]" % (self._table.table_id, self._row_id) def _clone_with_relation(self, src_relation): return self._table.Record(self._row_id, relation=src_relation.compose(self._source_relation)) class RecordSet(object): """ A RecordSet represents a collection of records, as returned by `Table.lookupRecords()` or `$group` property in summary views. A RecordSet allows iterating through the records: ``` sum(r.Amount for r in Students.lookupRecords(First_Name="John", Last_Name="Doe")) min(r.DueDate for r in Tasks.lookupRecords(Owner="Bob")) ``` RecordSets also provide a convenient way to access the list of values for a particular field for all the records, as `record_set.Field`. For example, the examples above are equivalent to: ``` sum(Students.lookupRecords(First_Name="John", Last_Name="Doe").Amount) min(Tasks.lookupRecords(Owner="Bob").DueDate) ``` You can get the number of records in a RecordSet using `len`, e.g. `len($group)`. """ # Slots are an optimization to avoid the need for a per-object __dict__. __slots__ = ('_row_ids', '_source_relation', '_group_by', '_sort_by') # Per-table derived classes override this and set it to the appropriate Table object. _table = None # Methods should be named with a leading underscore to avoid interfering with access to # user-defined fields. def __init__(self, row_ids, relation=None, group_by=None, sort_by=None): """ group_by may be a dictionary mapping column names to values that are all the same for the given RecordSet. sort_by may be the column name used for sorting this record set. Both are set by lookupRecords, and used when using RecordSet to insert new records. """ self._row_ids = row_ids self._source_relation = relation or self._table._identity_relation # If row_ids is itself a RecordList, default to its _group_by and _sort_by properties. self._group_by = group_by or getattr(row_ids, '_group_by', None) self._sort_by = sort_by or getattr(row_ids, '_sort_by', None) def __len__(self): return len(self._row_ids) def __nonzero__(self): return bool(self._row_ids) __bool__ = __nonzero__ def __eq__(self, other): return (isinstance(other, RecordSet) and (self._table, self._row_ids) == (other._table, other._row_ids)) def __ne__(self, other): return not self.__eq__(other) def __iter__(self): for row_id in self._row_ids: yield self._table.Record(row_id, self._source_relation) def __contains__(self, item): """item may be a Record or its row_id.""" if isinstance(item, int): return item in self._row_ids if isinstance(item, Record) and item._table == self._table: return int(item) in self._row_ids return False def get_one(self): if not self._row_ids: # Default to the empty/sample record row_id = 0 elif self._sort_by: # Pick the first record in the sorted order row_id = self._row_ids[0] else: # Pick the first record in the order of the underlying table, for backwards compatibility. row_id = min(self._row_ids) return self._table.Record(row_id, self._source_relation) def __getattr__(self, name): return self._table._attribute_error(name, self._source_relation) def __repr__(self): return "%s[%s]" % (self._table.table_id, self._row_ids) def _clone_with_relation(self, src_relation): return self._table.RecordSet(self._row_ids, relation=src_relation.compose(self._source_relation), group_by=self._group_by, sort_by=self._sort_by) def _get_encodable_row_ids(self): """ Returns stored rowIds as a simple list or tuple type, even if actually stored as RecordList. """ # pylint: disable=unidiomatic-typecheck if type(self._row_ids) in (list, tuple): return self._row_ids else: return list(self._row_ids) def adjust_record(relation, value): """ Helper to adjust a Record's source relation to be the composition with the given relation. This is used to wrap values like `foo.bar`: if `bar` is a Record, then its source relation should be the composition of the source relation of `foo` and the relation associated with `bar`. """ if isinstance(value, (Record, RecordSet)): return value._clone_with_relation(relation) return value