Queries¶
Model.where(...) and Model.select() return a Query — an immutable, chainable builder that executes when awaited via all(), first(), count(), exists(), update(), or delete(). Predicates are lambda-only (User.where(lambda user: user.age >= 18)) — a fresh QueryProxy validates column names against the model at build time.
Prefix ~ negates any predicate — leaf comparison or &/| compound — rendering as SQL NOT (...) over the condition it wraps (ADR-0008). It is the universal negation rule: there are no per-operator negative forms (~t.role.in_([...]) is NOT IN, ~t.email.like(p) is NOT LIKE), and double negation nests. Like SQL NOT and the != operator, a negated comparison excludes rows where the compared column is NULL — see Negation and NULL values.
where() and order_by() lambdas may traverse a forward-FK relation (lambda t: t.account.ledger_id == 1): each hop renders one INNER join, deduplicated by relation path (ADR-0006). join() forces a join on a relation path (a bare join() is an existence filter on a nullable relation), and left_join() marks the whole path LEFT to keep relation-less rows. Omitted nulls= on order_by means NULLS LAST on every backend; pass nulls="first", nulls="last", or nulls="native" (dialect default) to override — see Ordering, Limit & Offset. See the Querying Across Relationships guide for worked examples.
A reverse (BackRef) or many-to-many relation in a predicate supports exactly one verb — the existence test t.rel.exists(inner_lambda=None) (ADR-0007). It renders as a correlated EXISTS at every cardinality (never a join, so the result stays root-shaped and each matching root returns once), negates with ~, and the optional inner lambda is a full ferro predicate over the related model (operators, &/|/~, forward traversal rendered inside the subquery, nested tests). Everything else on a reverse edge — column access, comparisons (including != None), in_ (including a query RHS), join()/left_join() — raises at build time naming .exists(); an inner lambda referencing any scope but its own parameter is likewise rejected (#309). See Existence Tests for worked examples.
include() and populated relations¶
include(lambda t: t.account) delivers each result with the relation populated (ADR-0008): access becomes a plain attribute holding the complete related instance — no await, no query — while unpopulated relations keep the awaitable contract. Include is the third orthogonal query axis (joins decide membership, projection decides shape, include decides attached data): it never changes which rows come back, .all() still returns list[Model], and count()/exists() are unaffected. Paths populate whole (include(lambda t: t.account.owner) populates both hops); includes are cumulative, order-free, and idempotent; populated instances run the full session identity-map protocol, and a refresh keeps a population only while the row's FK still points at it.
Loud limits, at build time: forward-FK lambda paths only (a BackRef/M2M selector, a string, or a column selector raises TypeError); combining include with a projection raises ValueError in either chain order (one materialization plan per query; record results are flat — reach across a relation with traversed projection instead); update()/delete() on an included query raise ValueError. See Populating Relations with include() for worked examples.
select() overloads¶
select() has four forms, resolved at build time:
| Call | Returns | Result of .all() |
|---|---|---|
Model.select() |
Query[Model] |
list[Model] — the full query, unchanged. |
Model.select(lambda t: (t.id, t.account.name)) |
ProjectedQuery[Model] |
Rows[Row] — projected records; fields may traverse forward-FK paths at any depth and take the bare leaf column name (single-field form: select(lambda t: t.amount)). |
Model.select(lambda t: {"owner_email": t.account.owner.email}) |
ProjectedQuery[Model] |
Rows[Row] — dict keys name the output fields (output aliases); values are field references or aggregate expressions. |
Model.select("id", "amount") |
ProjectedQuery[Model] |
Rows[Row] — order_by()'s string contract: root columns only, never traversal, never mixed with a lambda. |
A ProjectedQuery composes like any Query (where() with traversal, order_by() by unselected columns, limit()/offset(), first(), count(), exists()); update()/delete(), a second select(), output-name collisions, and nested selector shapes raise at build time. Projection traversal narrows per ADR-0006 (INNER, one join per path, shared with where()/order_by()); left_join() keeps relation-less rows with their traversed fields decoded to None. See Selecting a Column Subset for worked examples and the complete-instance invariant behind the Row result shape.
Aggregates and grouped queries¶
Five methods on column references build aggregate fields for the dict selector: t.amount.count() / .sum() / .avg() / .min() / .max() (traversal included: t.account.balance.avg()). Source families validate at build time — sum/avg take numeric columns, min/max orderable ones (numeric, text, date/time), count any column; enum/uuid/json/bool are rejected. Result types are a pinned cross-backend contract derived from the source column (count → int, min/max → source type, sum → source numeric type, avg → float for int/float and Decimal for Decimal); empty input passes SQL through verbatim (None, count → 0).
An aggregate-only projection collapses to one record (read with first()). Mixing plain fields in makes the query grouped: every plain field is a group key — GROUP BY is derived from the projection, never declared. On a projected query order_by() strings resolve output field names first, then root columns; the lambda form spells source expressions including aggregates (order_by(lambda t: t.amount.sum(), "desc")); on an aggregate projection every sort key must be a group key or an aggregate — anything else raises at build time, as do count()/exists() (ambiguous between rows and groups) and aggregate predicates in where() (post-aggregation filtering is having(), #291). See Aggregations & Grouped Queries for worked examples.
Query
¶
Bases: Generic[T]
Build and execute fluent ORM queries.
Attributes:
| Name | Type | Description |
|---|---|---|
model_cls |
Model class used to hydrate results. |
|
where_clause |
list[QueryNode]
|
Accumulated filter nodes for the query. |
order_by_clause |
list[OrderByEntry]
|
Sort definitions sent to the Rust core. |
Source code in src/ferro/query/builder.py
556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 | |
Attributes¶
model_cls = model_cls
instance-attribute
¶
where_clause = []
instance-attribute
¶
order_by_clause = []
instance-attribute
¶
Functions¶
__init__(model_cls, using=None, session=None)
¶
Initialize a query for a model class.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
model_cls
|
Type[T]
|
Model class that defines the target table. |
required |
Examples:
Source code in src/ferro/query/builder.py
where(predicate)
¶
Add a filter condition to the query.
predicate is a lambda of shape Callable[[QueryProxy[T]], QueryNode].
The lambda receives a fresh :class:QueryProxy whose attributes
return :class:FieldProxy instances, so
lambda user: user.archived == False builds a comparison. Column
names are validated at build time against the model's declared
fields (plus shadow {fk}_id columns): a misspelled column raises
AttributeError naming the closest valid match, before any query
is sent to the database.
Attribute access on a declared forward-FK field traverses the relation
(lambda t: t.account.ledger_id == lid): each hop resolves against
the related model, and every distinct traversed path renders one INNER
join (ADR-0006) when the query runs. Every hop is validated at build
time with the same did-you-mean naming the hop's model.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
predicate
|
Predicate[T]
|
A callable that takes a :class: |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
Examples:
>>> q1 = User.where(lambda user: user.archived == False) # noqa: E712
>>> q2 = User.where(lambda user: user.id == 1)
>>> isinstance(q1, Query) and isinstance(q2, Query)
True
Source code in src/ferro/query/builder.py
select(*selectors)
¶
Project the query to a column subset, or pass through unchanged.
Bare select() keeps meaning "full query": it returns an equivalent
query of complete model instances. With a lambda selector — the
documented style — the query becomes a projection: its results are
:class:Row records in the list-like :class:Rows container, never
model instances (the complete-instance invariant, ADR-0007). The
selector returns one field (select(lambda t: t.amount)), a tuple
(select(lambda t: (t.id, t.amount))), or a dict whose keys name
the output fields (select(lambda t: {"account_name":
t.account.name}) — output aliases). Fields may traverse declared
forward-FK relations at any depth (t.account.name — traversed
projection); traversal narrows exactly like a where() predicate
on the same path (INNER, one join per path, ADR-0006) and
left_join() is the opt-out — kept rows decode the traversed
fields as None. Unaliased traversed fields take the bare leaf
column name; two fields resolving to the same output name raise at
build time. Column-name strings (select("id", "amount")) follow
order_by's string contract exactly: root columns only, never
traversal, never mixed with a lambda in one call. All forms validate
at build time with did-you-mean.
A projected query composes like any other query: where()
(relation traversal included), order_by() (by unselected columns
too), limit()/offset(), first(), count(), and
exists() all work; update()/delete() and a second
select() raise at build time.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
*selectors
|
RowSelector[T] | str
|
Nothing (full query), one lambda selector, or column-name strings. |
()
|
Returns:
| Type | Description |
|---|---|
Self | ProjectedQuery[T]
|
A new query; |
Self | ProjectedQuery[T]
|
given. |
Raises:
| Type | Description |
|---|---|
TypeError
|
If the selector is not callable/strings, selects non-fields (a bare relation, a comparison), nests shapes (a dict inside a tuple, a tuple inside a dict), uses a non-string dict key, or mixes strings with a lambda in one call. |
ValueError
|
If the selection is empty, two fields resolve to the
same output name, a string is a dotted path (strings never
traverse), or the query already carries an |
Examples:
>>> rows = await Transaction.select(lambda t: (t.id, t.amount)).all()
>>> rows[0].amount
Decimal('12.50')
>>> named = await Transaction.select(
... lambda t: {"id": t.id, "account_name": t.account.name}
... ).all()
Source code in src/ferro/query/builder.py
699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 | |
order_by(field, direction='asc', *, nulls=None)
¶
Add an ordering clause and return a new query.
Accepts a lambda naming the column (order_by(lambda u: u.created_at,
"desc") — the documented style, matching where predicates) or a
column-name string (order_by("created_at", "desc")). Both forms are
validated against the model's queryable columns at build time.
A lambda selector may traverse a declared forward-FK relation
(order_by(lambda t: t.account.name)) exactly like where(): each
hop resolves against the related model, and the traversed path renders
one INNER join (ADR-0006), shared with any where() traversal of the
same path in the same query — the same path referenced in both yields
exactly one join. String selectors do not traverse: "account.name"
is looked up as a literal (unqualified) column name on the queried
model.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
field
|
str | Callable[[QueryProxy[T]], FieldProxy[Any]]
|
Column selector — lambda receiving a :class: |
required |
direction
|
str
|
|
'asc'
|
nulls
|
str | None
|
Optional |
None
|
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
AttributeError
|
If the column is not a queryable column. |
TypeError
|
If a lambda selector returns something other than a
single column reference (a bare relation, e.g.
|
ValueError
|
If |
Examples:
Source code in src/ferro/query/builder.py
802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 | |
join(selector)
¶
Force an INNER join on a relation path and return a new query.
selector is a lambda naming a RELATION path
(lambda t: t.account, lambda t: t.account.owner) — the same
traversal syntax as where(), but resolving to the relation itself,
not a column on it. A bare .join(lambda t: t.account) with no
predicate is a meaningful existence filter on a nullable relation:
it narrows the result to rows where the relation exists (ADR-0006).
Every edge of the path is marked explicit-INNER; combining it with an
explicit .left_join on the same edge is a build-time error (see
:meth:left_join).
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
selector
|
Callable[[QueryProxy[T]], Any]
|
A lambda receiving a :class: |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If an edge of the path is already marked explicit-LEFT. |
Examples:
Source code in src/ferro/query/builder.py
left_join(selector)
¶
Mark a relation path LEFT (whole-path) and return a new query.
selector names a RELATION path exactly like :meth:join. Every edge
of the path is marked LEFT (the whole-path rule, ADR-0006), so a
left-marked 2-hop path retains rows missing the relation at either hop.
Relation-less rows are retained (NULL retention), observable both in
ordered results and in traversal predicates on related columns (e.g.
where(lambda t: t.account.name == None)).
Conflict rules: an explicit LEFT beats implicit where()/order_by()
traversal on a shared edge (the path renders LEFT); an explicit .join
plus an explicit .left_join on the same edge is a build-time error.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
selector
|
Callable[[QueryProxy[T]], Any]
|
A lambda receiving a :class: |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If an edge of the path is already marked explicit-INNER. |
Examples:
Source code in src/ferro/query/builder.py
include(selector)
¶
Populate a relation path on every result and return a new query.
selector is a lambda naming a forward-FK RELATION path
(lambda t: t.account, lambda t: t.account.owner) — the same
traversal syntax as :meth:join. Results are the same list[T]
the query always returned, in one SQL statement, with each included
relation populated: access is a plain attribute
(txn.account.label — no await, no query) returning the complete
related instance, exactly as the field's declared annotation claims
(ADR-0008). Unpopulated relations keep the awaitable contract
unchanged; a nullable FK with no target populates as None with
the root row retained.
Include decides attached data only — joins decide membership,
projection decides shape. Adding .include(...) to any query
returns exactly the rows that query returned without it: include
contributes no join-type opinion on any edge a predicate or explicit
chainer references, and renders LEFT only on edges nothing else
touches. count()/exists() are unaffected.
Cumulative, order-free, and idempotent: chained includes accumulate, shared prefixes dedup by path identity, and including a path populates every hop along it.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
selector
|
Callable[[QueryProxy[T]], Any]
|
A lambda receiving a :class: |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Self
|
unchanged. |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
Examples:
>>> txns = await Transaction.select().include(lambda t: t.account).all()
>>> txns[0].account.label
'checking'
Source code in src/ferro/query/builder.py
limit(value)
¶
Limit the number of records returned
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
value
|
int
|
The maximum number of records to return. |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Examples:
Source code in src/ferro/query/builder.py
offset(value)
¶
Skip a specific number of records
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
value
|
int
|
The number of records to skip. |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
ValueError
|
If |
Examples:
Source code in src/ferro/query/builder.py
position_of(row)
¶
Read this query's order-key tuple off a model instance.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
row
|
T
|
A hydrated instance of the queried model. |
required |
Returns:
| Type | Description |
|---|---|
Any
|
The ordered tuple of order-key values, matching |
...
|
declaration order. |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If the order keys are not a legal position-paging set, or a traversed order key's relation is unpopulated. |
Source code in src/ferro/query/builder.py
after(position)
¶
Start the page after an exclusive position in the declared order.
position is the ordered tuple of this query's order-key values, or
a model instance (sugar for after(position_of(row))). Order keys
may be root or traversed columns and must include the primary key.
None is legal in every non-PK slot; the PK slot cannot be empty.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
position
|
tuple[Any, ...] | T
|
A tuple of order-key values, or a model instance. |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If the order keys are illegal for |
Source code in src/ferro/query/builder.py
before(position)
¶
Start at the rows immediately before an exclusive position.
With a limit this is the adjacent previous page, yielded in the
declared order. Without a limit it is every earlier row in declared
order (a prefix, not a page). On unbounded before(), first()
is the adjacent previous row and all()[0] is the head of the
prefix — they disagree, and that is accepted.
before(row) is sugar for before(position_of(row)). Same
order-key rules as after() (root or traversed columns, PK
required). Cannot be combined with after() or offset().
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
position
|
tuple[Any, ...] | T
|
A tuple of order-key values, or a model instance. |
required |
Returns:
| Type | Description |
|---|---|
Self
|
A new |
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If the order keys are illegal, the tuple has the
wrong arity, the PK slot is |
Source code in src/ferro/query/builder.py
all()
async
¶
Return all model instances that match the current query
Returns:
| Type | Description |
|---|---|
list[T]
|
A list of model instances. |
Examples:
>>> users = await User.where(lambda user: user.active == True).all() # noqa: E712
>>> isinstance(users, list)
True
Source code in src/ferro/query/builder.py
count()
async
¶
Return the number of records that match the current query
Returns:
| Type | Description |
|---|---|
int
|
The count of matching records. |
Examples:
>>> total = await User.where(lambda user: user.active == True).count() # noqa: E712
>>> isinstance(total, int)
True
Source code in src/ferro/query/builder.py
update(*args, **fields)
async
¶
Update all records matching the current query.
Two doors, one SET wire: keyword literals (update(name="x")) or a
recipe callable (update(lambda user: {"email": "x", "bonus":
user.score, "n": user.n + 1, "updated_at": now})). Recipe values
are a literal, a root column copy, + / - arithmetic, the
imported now singleton, or .merge() (Postgres-only shallow
object merge). + does not fill empties — NULL + 1 is NULL;
.merge() treats a NULL object column as {}. The doors
cannot be mixed.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
*args
|
Any
|
Optional positional recipe callable receiving a
:class: |
()
|
**fields
|
Any
|
Field names and literal values to update. |
{}
|
Returns:
| Type | Description |
|---|---|
int
|
The number of records updated. |
Raises:
| Type | Description |
|---|---|
TypeError
|
If both doors are used, a recipe is not callable or does not return a dict, or a keyword value is not a literal. |
ValueError
|
If the recipe is empty, |
Examples:
>>> updated = await User.where(lambda user: user.id == 1).update(name="Taylor")
>>> isinstance(updated, int)
True
>>> from ferro import now
>>> n = await Counter.where(lambda counter: counter.id == cid).update(
... lambda counter: {
... "n": counter.n + 1,
... "total": counter.a + counter.b,
... "updated_at": now,
... }
... )
Source code in src/ferro/query/builder.py
1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 | |
first()
async
¶
Return the first matching record, or None
Returns:
| Type | Description |
|---|---|
T | None
|
A model instance or None. |
Examples:
>>> user = await User.select().order_by("id").first()
>>> user is None or isinstance(user, User)
True
Source code in src/ferro/query/builder.py
delete()
async
¶
Delete all records matching the current query
Returns:
| Type | Description |
|---|---|
int
|
The number of records deleted. |
Raises:
| Type | Description |
|---|---|
ValueError
|
If |
Examples:
>>> deleted = await User.where(lambda user: user.disabled == True).delete() # noqa: E712
>>> isinstance(deleted, int)
True
Source code in src/ferro/query/builder.py
exists()
async
¶
Return whether at least one record matches the current query
Returns:
| Type | Description |
|---|---|
bool
|
True if records exist, otherwise False. |
Examples:
>>> found = await User.where(lambda user: user.email == "a@b.com").exists()
>>> isinstance(found, bool)
True
Source code in src/ferro/query/builder.py
add(*instances)
async
¶
Add links to a many-to-many relationship
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
*instances
|
Any
|
Target model instances that provide an |
()
|
Raises:
| Type | Description |
|---|---|
RuntimeError
|
If the query is not bound to a many-to-many context. |
Examples:
>>> user = await User.create(email="taylor@example.com")
>>> admin = await Group.create(name="admin")
>>> staff = await Group.create(name="staff")
>>> await user.groups.add(admin, staff)
Source code in src/ferro/query/builder.py
remove(*instances)
async
¶
Remove links from a many-to-many relationship
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
*instances
|
Any
|
Target model instances that provide an |
()
|
Raises:
| Type | Description |
|---|---|
RuntimeError
|
If the query is not bound to a many-to-many context. |
Examples:
>>> user = await User.create(email="taylor@example.com")
>>> admin = await Group.create(name="admin")
>>> await user.groups.remove(admin)
Source code in src/ferro/query/builder.py
clear()
async
¶
Clear all links in a many-to-many relationship
Raises:
| Type | Description |
|---|---|
RuntimeError
|
If the query is not bound to a many-to-many context. |
Examples:
Source code in src/ferro/query/builder.py
ProjectedQuery
¶
Bases: Query[T]
A query projected to a column subset: results are records, not models.
Created by select() with a selector; carries a record
materialization plan (ADR-0007), so all() delivers :class:Row
records in the list-like :class:Rows container and first() a
Row | None — never model instances (the complete-instance invariant).
Projected records bypass the identity map and carry no persistence
identity.
Filtering, ordering, and pagination compose exactly like on
:class:Query; count()/exists() are unaffected by the
projection.
Source code in src/ferro/query/builder.py
1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 | |
Functions¶
__init__(source, fields)
¶
Project source to fields (selection order preserved).
Copies the source query's state through _clone() (fresh mutable
containers, FF-F F-1); source is unchanged. Every traversed
field's relation path registers a join (#293): projection traversal
narrows exactly like where()/order_by() traversal, sharing
join identity per relation path (ADR-0006) — setdefault keeps an
already-registered path's entry, and an explicit left_join()
still wins at serialization via the edge marks.
Source code in src/ferro/query/builder.py
order_by(field, direction='asc', *, nulls=None)
¶
Add an ordering clause to a projected query (#295's three rules).
Strings resolve OUTPUT field names first, then root columns — SQL's
own ORDER BY scoping (order_by("total") sorts by the projected
aggregate, even if a root column shares the name). The lambda form
spells SOURCE expressions: a column (traversal included), or an
aggregate (order_by(lambda t: t.amount.sum(), "desc")) which must
match a projected aggregate field and sorts by its output name.
On an AGGREGATE projection every sort key must be a group key or an aggregate — anything else raises at build time (each group would answer with an arbitrary row's value; SQLite would even permit it). On a plain projection unselected root columns stay sortable, unchanged.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
field
|
str | Callable[[QueryProxy[T]], Any]
|
Output field name or root column-name string, or a lambda naming a source column / aggregate expression. |
required |
direction
|
str
|
|
'asc'
|
nulls
|
str | None
|
Optional |
None
|
Returns:
| Type | Description |
|---|---|
Self
|
A new query with the ordering added; |
Raises:
| Type | Description |
|---|---|
ValueError
|
If |
AttributeError
|
If a string names neither an output field nor a queryable root column. |
TypeError
|
If a lambda resolves to a bare relation or any other non-sortable value. |
Source code in src/ferro/query/builder.py
1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 | |
count()
¶
Count matching rows — or raise on an aggregate projection (#295).
On a plain projection count() stays projection-blind (#279's
verb contract). On an AGGREGATE projection "count" is ambiguous
between rows and groups, so it raises synchronously at the call,
before any coroutine or SQL exists, with both spellings.
Raises:
| Type | Description |
|---|---|
ValueError
|
On an aggregate projection — count rows with an
unprojected query, count groups with |
Source code in src/ferro/query/builder.py
exists()
¶
Existence check — or raise on an aggregate projection (#295).
Raises:
| Type | Description |
|---|---|
ValueError
|
On an aggregate projection — a global aggregate
always yields one record, and "a group exists" is
|
Source code in src/ferro/query/builder.py
position_of(row)
¶
Read this query's order-key tuple off a projected record or instance.
Every order key must be in the projection (matched by source column
and path, or by output name). Otherwise pass a tuple to
after()/before().
Raises:
| Type | Description |
|---|---|
TypeError
|
If |
ValueError
|
If an order key is missing from the projection, the order keys are illegal, or a traversed key on a model instance is unpopulated. |
Source code in src/ferro/query/builder.py
all()
async
¶
Return the projected records for every matching row.
Returns:
| Name | Type | Description |
|---|---|---|
A |
Rows[Row]
|
class: |
Rows[Row]
|
order, wrapped without validation. |
Examples:
>>> rows = await Transaction.select(lambda t: (t.id, t.amount)).all()
>>> [r.amount for r in rows]
[Decimal('12.50'), Decimal('7.00')]
Source code in src/ferro/query/builder.py
first()
async
¶
Return the first matching projected record, or None.
Examples:
>>> row = await Transaction.select(lambda t: t.amount).order_by("id").first()
>>> row is None or isinstance(row, Row)
True
Source code in src/ferro/query/builder.py
select(*selectors)
¶
Reject a second projection: it would change the result type mid-chain (#280).
Raises:
| Type | Description |
|---|---|
ValueError
|
Always — build the projection in one |
Source code in src/ferro/query/builder.py
include(selector)
¶
Reject include() on a projected query (#287, final at #293).
One materialization plan per query (ADR-0007/ADR-0008), and record
results are flat, permanently (ADR-0009: flattened-as-final) — a
record reaches across a relation with traversed projection, never by
nesting an instance. The self: Never pin makes this a STATIC
error at the call site (tests/static_fixtures/bad_includes.py),
mirroring the mutation pins.
Raises:
| Type | Description |
|---|---|
ValueError
|
Always — reach across the relation with traversed projection, or populate instances through an unprojected query. |
Source code in src/ferro/query/builder.py
update(recipe=None, /, **fields)
¶
Reject update() on a projected query (#280).
Raises:
| Type | Description |
|---|---|
ValueError
|
Always — mutate through an unprojected query
( |
Source code in src/ferro/query/builder.py
delete()
¶
Reject delete() on a projected query (#280).
Raises:
| Type | Description |
|---|---|
ValueError
|
Always — mutate through an unprojected query
( |
Source code in src/ferro/query/builder.py
__repr__()
¶
Return a developer-friendly representation of the projection
Source code in src/ferro/query/builder.py
Row
¶
Bases: BaseModel
One projected record: named values from an explicit projection.
A Row is not a model instance. It carries no persistence identity —
no save(), no refresh, no identity-map participation — and its field
set is whatever the projection selected, in selection order.
Fields live in pydantic's extra storage (model_config is
extra="allow"); the Rust hydration path populates them directly
(I-2), so construction never runs pydantic validation. Attribute access,
model_dump(), model_dump_json(), equality, and repr all work
as on any pydantic model:
Examples:
>>> rows = await Transaction.select(lambda t: (t.id, t.amount)).all()
>>> rows[0].amount
Decimal('12.50')
>>> rows[0].model_dump()
{'id': 1, 'amount': Decimal('12.50')}
Source code in src/ferro/query/rows.py
Rows
¶
Bases: RootModel[list[R]]
List-like pydantic container for projected records.
Delivered by a projected query's all() as Rows[Row]. Indexing,
slicing, iteration, len(), and truthiness work like a list; a slice
returns a Rows of the same record type. As a pydantic RootModel
it drops straight into an API response: model_dump() yields
list[dict] and Rows[Row] works as a FastAPI response_model.
Examples:
>>> len(rows), rows[0].id, [r.amount for r in rows]
(3, 1, [Decimal('12.50'), Decimal('7.00'), Decimal('99.99')])
>>> rows[:2].model_dump()
[{'id': 1, 'amount': Decimal('12.50')}, {'id': 2, 'amount': Decimal('7.00')}]
Source code in src/ferro/query/rows.py
QueryProxy
¶
Bases: Generic[TModel]
Validating attribute proxy passed to lambda predicates (FF-F F-2).
A fresh QueryProxy is constructed for the queried model each time a
lambda predicate is evaluated. Attribute access validates the name
against the model's queryable columns (declared fields plus shadow
{fk}_id columns) and returns a :class:FieldProxy — so
lambda user: user.archived == False builds a :class:QueryNode,
while lambda user: user.archievd == False raises AttributeError
at build time naming the valid columns.
Attribute types are FieldProxy[Any]: per-field static types for bare
lambda parameters require TypeScript-style mapped types, proposed for
Python in PEP 827 (draft, targeting 3.16) — adopted here when type
checkers support it.
Examples:
Source code in src/ferro/query/nodes.py
Attributes¶
__slots__ = ('_model_cls',)
class-attribute
instance-attribute
¶
Functions¶
__init__(model_cls)
¶
__getattr__(name)
¶
Resolve name on the root model.
Relation specs are consulted FIRST (#270): a declared forward-FK field
name yields a :class:RelationProxy for traversal (t.account →
proxy → .ledger_id). A reverse (BackRef) relation name yields a
:class:ReverseRelationProxy exposing the existence test and nothing
else (#314, ADR-0007). Every other name falls through to column
validation and returns a :class:FieldProxy.
Source code in src/ferro/query/nodes.py
Predicate = Callable[[QueryProxy[TModel]], QueryNode]
module-attribute
¶
Type alias for lambda predicates accepted by :meth:Query.where.
RowSelector = Callable[[QueryProxy[TModel]], FieldProxy[Any] | tuple[FieldProxy[Any], ...] | list[FieldProxy[Any]] | dict[str, 'FieldProxy[Any] | AggregateExpr']]
module-attribute
¶
Type alias for lambda selectors accepted by select() projections.
A selector names fields — one (lambda t: t.amount), several
(lambda t: (t.id, t.amount)), or a dict whose string keys name the
output fields (lambda t: {"account_name": t.account.name} — output
aliases, #293). Fields may traverse forward-FK relations at any depth, and
dict values may be aggregate expressions ({"total": t.amount.sum()} —
294; aggregates are user-named, so the dict form is their only home).¶
Returning a comparison (a :class:QueryNode), nesting shapes, or using a
non-string dict key fails the static gate: a projection selects fields,
a predicate belongs in where().
AggregateExpr
¶
A build-time aggregate expression over one column (#294, ADR-0009).
Built by the five aggregate methods on :class:FieldProxy
(t.amount.sum(), traversal included: t.account.balance.avg()).
Carries the aggregate fn (the closed count/sum/avg/min/max set),
the source column, and the source's relation path — the data the
select() resolver turns into a v5 expr record field.
Deliberately opaque: an aggregate expression is a projection source, not
a value — comparing one raises pointedly at build time (post-aggregation
filtering is having(), #291), and it is not a predicate, a column, or
an iterable.