milvus/internal/parser/planparserv2/rewriter/README.md

Expression Rewriter (planparserv2/rewriter)

This module performs rule-based logical rewrites on parsed planpb.Expr trees right after template value filling and before planning/execution.

Entry

• RewriteExpr(*planpb.Expr) *planpb.Expr (in entry.go)
  • Recursively visits the expression tree and applies a set of composable, side-effect-free rewrite rules.
  • Uses global configuration from paramtable.Get().CommonCfg.EnabledOptimizeExpr
• RewriteExprWithConfig(*planpb.Expr, bool) *planpb.Expr (in entry.go)
  • Same as RewriteExpr but allows custom configuration for testing or special cases.

Configuration

The rewriter can be configured via the following parameter (refreshable at runtime):

Parameter	Default	Description
common.enabledOptimizeExpr	true	Enable query expression optimization including range simplification, IN/NOT IN merge, TEXT_MATCH merge, and all other optimizations

IMPORTANT: IN/NOT IN value list sorting and deduplication always runs regardless of this configuration setting, because the execution engine depends on sorted value lists.

Implemented Rules

1. IN / NOT IN normalization and merges (term_in.go)

• OR-equals to IN (same column):
  • a == v1 OR a == v2 ... → a IN (v1, v2, ...)
  • Numeric columns only merge when count > threshold (default 150); others when count > 1.
• AND-not-equals to NOT IN (same column):
  • a != v1 AND a != v2 ... → NOT (a IN (v1, v2, ...))
  • Same thresholds as above.
• IN vs Equal redundancy elimination (same column):
  • AND: (a ∈ S) AND (a = v):
    • if v ∈ S → a = v
    • if v ∉ S → contradiction → constant false
  • OR: (a ∈ S) OR (a = v) → a ∈ (S ∪ {v}) (always union)
• IN with IN union:
  • OR: (a ∈ S1) OR (a ∈ S2) → a ∈ (S1 ∪ S2) with sorting/dedup
  • AND: (a ∈ S1) AND (a ∈ S2) → a ∈ (S1 ∩ S2); empty intersection → constant false
• Sort and deduplicate IN / NOT IN value lists (supported types: bool, int64, float64, string).

2. TEXT_MATCH OR merge (text_match.go)

• Merge ORs of TEXT_MATCH(field, "literal") on the same column (no options):
  • Concatenate literals with a single space in the order they appear; no tokenization, deduplication, or sorting is performed.
  • Example: TEXT_MATCH(f, "A C") OR TEXT_MATCH(f, "B D") → TEXT_MATCH(f, "A C B D")
• If any TEXT_MATCH in the group has options (e.g., minimum_should_match), this optimization is skipped for that group.

3. Range predicate simplification (range.go)

• AND tighten (same column):
  • Lower bounds: a > 10 AND a > 20 → a > 20 (pick strongest lower)
  • Upper bounds: a < 50 AND a < 60 → a < 50 (pick strongest upper)
  • Mixed lower and upper: a > 10 AND a < 50 → 10 < a < 50 (BinaryRangeExpr)
  • Inclusion respected (>, >=, <, <=). On ties, exclusive is considered stronger than inclusive for tightening.
• OR weaken (same column, same direction):
  • Lower bounds: a > 10 OR a > 20 → a > 10 (pick weakest lower)
  • Upper bounds: a < 10 OR a < 20 → a < 20 (pick weakest upper)
  • Inclusion respected, preferring inclusive for weakening in ties.
• Mixed-direction OR (lower vs upper) is not merged.
• Equivalent-bound collapses (same column, same value):
  • AND: a ≥ x AND a > x → a > x; a ≤ y AND a < y → a < y
  • OR: a ≥ x OR a > x → a ≥ x; a ≤ y OR a < y → a ≤ y
  • Symmetric dedup: a > 10 AND a ≥ 10 → a > 10; a < 5 OR a ≤ 5 → a ≤ 5
• IN ∩ range filtering:
  • AND: (a ∈ {…}) AND (range) → keep only values in the set that satisfy the range
    • e.g., {1,3,5} AND a > 3 → {5}
• Supported columns for range optimization:
  • Scalar: Int8/Int16/Int32/Int64, Float/Double, VarChar
  • Array element access: when indexing an element (e.g., ArrayInt[0]), the element type above applies
  • JSON/dynamic fields with nested paths (e.g., JSONField["price"], $meta["age"]) are range-optimized
    • Type determined from literal value (int, float, string)
    • Numeric types (int and float) are compatible and normalized to Double for merging
    • Different type categories are not merged (e.g., json["a"] > 10 and json["a"] > "hello" remain separate)
    • Bool literals are not optimized (no meaningful ranges)
• Literal compatibility:
  • Integer columns require integer literals (e.g., Int64Field > 10)
  • Float/Double columns accept both integer and float literals (e.g., FloatField > 10 or > 10.5)
• Column identity:
  • Merges only happen within the same ColumnInfo (including nested path and element index). For example, ArrayInt[0] and ArrayInt[1] are different columns and are not merged with each other.
• BinaryRangeExpr merging:
  • AND: Merge multiple BinaryRangeExpr nodes on the same column to compute intersection (max lower, min upper)
    • (10 < x < 50) AND (20 < x < 40) → (20 < x < 40)
    • Empty intersection → constant false
  • AND with UnaryRangeExpr: Update appropriate bound of BinaryRangeExpr
    • (10 < x < 50) AND (x > 30) → (30 < x < 50)
  • OR: Merge overlapping or adjacent BinaryRangeExpr nodes into wider interval
    • (10 < x < 25) OR (20 < x < 40) → (10 < x < 40) (overlapping)
    • (10 < x <= 20) OR (20 <= x < 30) → (10 < x < 30) (adjacent with inclusive)
    • Disjoint intervals remain separate: (10 < x < 20) OR (30 < x < 40) → remains as OR
  • Inclusivity handling: AND prefers exclusive on equal bounds (stronger), OR prefers inclusive (weaker)

General Notes

• All merges require operands to target the same column (same ColumnInfo, including nested path/element type).
• Rewrite runs after template value filling; template placeholders do not appear here.
• Sorting/dedup for IN/NOT IN is deterministic; duplicates are removed post-sort.
• Numeric-threshold for OR→IN / AND≠→NOT IN is defined in util.go (defaultConvertOrToInNumericLimit, default 150).

Pass Ordering (current)

• OR branch:
  1. Flatten
  2. OR == → IN
  3. TEXT_MATCH merge (no options)
  4. Range weaken (same-direction bounds)
  5. BinaryRangeExpr merge (overlapping/adjacent intervals)
  6. IN with != short-circuiting
  7. IN ∪ IN union
  8. IN vs Equal redundancy elimination
  9. Fold back to BinaryExpr
• AND branch:
  1. Flatten
  2. Range tighten / interval construction
  3. BinaryRangeExpr merge (intersection, also with UnaryRangeExpr)
  4. IN ∪ IN intersection (if any)
  5. IN with != filtering
  6. IN ∩ range filtering
  7. IN vs Equal redundancy elimination
  8. AND != → NOT IN
  9. Fold back to BinaryExpr

Each construction of IN will be normalized (sorted and deduplicated). TEXT_MATCH OR merge concatenates literals with a single space; no tokenization, deduplication, or sorting is performed.

File Structure

• entry.go — rewrite entry and visitor orchestration
• util.go — shared helpers (column keying, value classification, sorting/dedup, constructors)
• term_in.go — IN/NOT IN normalization and conversions
• text_match.go — TEXT_MATCH OR merge (no options)
• range.go — range tightening/weakening and interval construction

Future Extensions

• More IN-range algebra (e.g., IN vs exact equality propagation across subtrees).
• Merging phrase_match or other string ops with clearly-defined token rules.
• More algebraic simplifications around equality and null checks:
  • Contradiction detection: (a == 1) AND (a == 2) → false; (a > 10) AND (a == 5) → false
  • Tautology detection: (a > 10) OR (a <= 10) → true (for non-NULL values)
  • Absorption laws: (a > 10) OR ((a > 10) AND (b > 20)) → a > 10
• Advanced BinaryRangeExpr merging:
  • OR with 3+ intervals: Currently limited to 2 intervals. Full interval merging algorithm needed for (10 < x < 20) OR (15 < x < 25) OR (22 < x < 30) → (10 < x < 30).
  • OR with unbounded + bounded: Currently skipped. Could optimize (x > 10) OR (5 < x < 15) → x > 5.