SAP HANA Database Standards
SkillDatabases & dataApply SAP HANA database standards for SQL parameterization, in-memory engine optimization, dynamic IN query chunking, column aliasing on joins, and datatype casting. Use when writing SQL for SAP HANA, optimizing HANA queries, or diagnosing HANA driver errors.
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What this skill tells your AI
The instructions your AI receives, as published by hoangnguyen0403/agent-skills-standard in skills/database/database-hana/SKILL.md and read by ahel’s review.
Priority: P0 (CRITICAL)
Rules
- Strict Parameterization: Always use
?parameter placeholders for SAP HANA queries. Never use raw string concatenation,fmt.Sprintf, or untrusted interpolation for values. - Batching & Chunking Limits: Chunk large
IN (...)parameter lists into batches of at most 1,000 items to avoid HANA driver and engine parameter limits. - Explicit Column Aliasing: Always explicitly alias columns in multi-table queries (e.g.
m.code AS code,m.name AS name). SAP HANA and Go database drivers map scan columns by name; duplicate column names across joins silently collide or overwrite values. Never useSELECT *. - HANA Datatype Casting Gotchas: SAP HANA functions (such as
COALESCE,SUBSTR,CONCAT) require strictly compatible parameter types. Explicitly cast values when comparing or falling back (e.g.COALESCE(col, 'default'),TO_VARCHAR(...),CAST(? AS NVARCHAR)). - Identifier Case-Sensitivity: Unquoted SQL identifiers in SAP HANA default to UPPERCASE. Quoted identifiers (
"columnName") preserve case. Keep identifiers consistent with schema conventions. - Keyset & Streaming Pagination: Avoid deep
LIMIT/OFFSETon large columnar tables. Prefer keyset/seek pagination (WHERE id > ? ORDER BY id ASC LIMIT ?) and stream large result sets usingrows.Next()directly into models to prevent memory spikes. - Transaction Scope: Keep transactions short and focused on atomic write operations. Never perform slow external I/O or unbounded operations inside an open transaction. Always pair with
defer tx.Rollback().
Verify
- Query uses
?placeholders for all user-supplied or dynamic values. - Large
IN (...)queries chunk parameters into batches of ≤ 1,000 items. - All joined queries use explicit, distinct column aliases without
SELECT *. - Built-in functions (
COALESCE,SUBSTR) use matching datatypes or explicitCAST/TO_VARCHAR. - Pagination enforces strict
LIMITcaps and stableORDER BY. - Transactions are scoped to write paths with
defer tx.Rollback().
Anti-Patterns
- No SQL String Concatenation: Never build dynamic
WHEREclauses by concatenating unescaped strings. Build parameterized placeholder slices. - No Unbounded IN Clauses: Passing thousands of IDs in a single
IN (?, ?, ...)clause triggers HANA driver buffer overflow or query parsing degradation. - No SELECT * on Joins: Scanning duplicate column names across joined tables leads to silent bugs where one table's ID overwrites another.
- No Incompatible COALESCE Arguments: Providing mismatched types (e.g. integer column with string fallback) causes runtime HANA
inconsistent datatypeerrors. - No Heavy Reads Inside Transactions: Do not perform long calculation view aggregations or external network calls while holding an open transaction lock.
References
Signals
- GitHub stars
- 565
- Forks
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- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
database-hana- Source
- github.com/hoangnguyen0403/agent-skills-standard