Expand description
Advanced type operators and SQL templates for Week 5.
This module documents the implementation of advanced type operators that require specialized SQL generation or external libraries.
§Geospatial Types (PostGIS)
Geospatial operators require PostGIS extensions on PostgreSQL, or equivalent spatial functions on other databases.
§Coordinates Type
Represents a single point with latitude and longitude.
Format: JSON {lat: float, lng: float}
Operators:
distanceWithin: Distance from point within radius (km)withinBoundingBox: Point within rectangular bounding boxwithinPolygon: Point within polygon (future enhancement)
Database Support:
- PostgreSQL: Native PostGIS support (ST_DWithin, ST_GeomFromText)
- MySQL: Built-in spatial functions (ST_Distance_Sphere)
- SQLite: Haversine formula approximation (no spatial library)
- SQL Server: Native geography type (ST_Distance)
Example Query:
query {
restaurants(
where: {
location: {
distanceWithin: {
latitude: 40.7128
longitude: -74.0060
radiusKm: 5
}
}
}
) {
name
}
}§Phone Number Type
Phone number operators provide E.164 format validation and country code extraction.
Format: E.164 string (e.g., “+14155552671”)
Operators:
countryCodeEq: Country code matchescountryCodeIn: Country code in listisValid: Valid E.164 format (+[1-9]{1,3}[0-9]{1,14})typeEq: Type classification (US, UK, OTHER)
Database Support:
- PostgreSQL: Regex matching with ‘^\+[1-9]’ pattern
- MySQL: REGEXP operator with escaping
- SQLite: GLOB patterns for basic matching
- SQL Server: LIKE patterns for matching
Notes:
- Full phone validation (including carrier type) requires phonenumber-rs
- Current implementation provides basic E.164 validation
- Country code extraction assumes standard E.164 format
Example Query:
query {
users(
where: {
phone: {
countryCodeEq: "+1"
}
}
) {
phone
}
}§Date Range Type
Date range operators provide range analysis and overlap detection.
Format: JSON with ISO 8601 dates
{
"start": "2024-01-01T00:00:00Z",
"end": "2024-12-31T23:59:59Z"
}Operators:
durationGte: Total duration >= min daysstartsAfter: Range starts after dateendsBefore: Range ends before dateoverlaps: Overlaps with another date range
Database Support:
- PostgreSQL: Native timestamp and INTERVAL types
- MySQL: DATEDIFF and date functions
- SQLite: julianday for date arithmetic
- SQL Server: DATEDIFF and datetime functions
Example Query:
query {
projects(
where: {
timeline: {
durationGte: 90
overlaps: {
start: "2024-06-01T00:00:00Z"
end: "2024-08-31T23:59:59Z"
}
}
}
) {
name
timeline {
start
end
}
}
}§Duration Type
Duration operators convert ISO 8601 durations to seconds/minutes for range queries.
Format: ISO 8601 duration string
- “P1Y2M3DT4H5M6S” (1 year, 2 months, 3 days, 4 hours, 5 minutes, 6 seconds)
- “PT1H” (1 hour)
- “PT30M” (30 minutes)
- “PT45S” (45 seconds)
Operators:
totalSecondsEq: Duration equals (in seconds)totalMinutesGte: Duration >= min (in minutes)
Database Support:
- PostgreSQL: CAST to INTERVAL, then EXTRACT(EPOCH …)
- MySQL: Parse PT notation and cast to numeric
- SQLite: Parse PT notation and cast to numeric
- SQL Server: SUBSTRING to parse and cast
Example Query:
query {
tasks(
where: {
estimatedTime: {
totalMinutesGte: 480
}
}
) {
name
estimatedTime
}
}§Implementation Status
| Type | Operator | PostgreSQL | MySQL | SQLite | SQL Server | Status |
|---|---|---|---|---|---|---|
| Coordinates | distanceWithin | ✅ PostGIS | ✅ | ⚠️ Approx | ✅ | Implemented |
| Coordinates | withinBoundingBox | ✅ | ✅ | ✅ | ✅ | Implemented |
| Phone | countryCodeEq | ✅ | ✅ | ✅ | ✅ | Implemented |
| Phone | isValid | ✅ Regex | ✅ | ⚠️ Basic | ⚠️ Basic | Implemented |
| DateRange | durationGte | ✅ | ✅ | ✅ | ✅ | Implemented |
| DateRange | overlaps | ✅ | ✅ | ✅ | ✅ | Implemented |
| Duration | totalSecondsEq | ✅ | ✅ | ✅ | ✅ | Implemented |
| Duration | totalMinutesGte | ✅ | ✅ | ✅ | ✅ | Implemented |
§Performance Considerations
§Geospatial Queries
- PostGIS indexes (GIST/BRIN) required for performance
- ST_DWithin uses index-aware distance calculation
- Bounding box queries are generally fast (simple range checks)
§Date Range Queries
- Indexes on start/end timestamp fields recommended
- OVERLAP operations efficient with proper indexes
- Use separate indexed columns for start/end instead of JSON
§Duration Parsing
- ISO 8601 parsing done in SQL (no application overhead)
- Regex validation in application layer (before SQL)
§Limitations and Future Work
§Current Limitations
- Phone validation limited to E.164 format (not carrier type)
- SQLite geospatial using Haversine approximation (not exact)
- No polygon containment without spatial extension
- ISO 8601 duration parsing requires standard format
§Future Enhancements
- Full phone number validation via phonenumber-rs library
- PostGIS polygon operators (CoordinatesWithinPolygon)
- Advanced date range operations (gaps, unions)
- Time zone aware date operations
- Route distance calculation (requires routing library)
Structs§
- Advanced
Types Documentation - Marker type for documentation. This module documents advanced type operators but doesn’t export any functions (implementation is in sql_templates.rs).