Files
markitect-main/markitect/query_paradigms/paradigms/graphql_paradigm.py
tegwick 5143864a86 feat: implement comprehensive query paradigm zoo system (issue #62)
- Created extensible BaseQueryParadigm interface with standardized QueryResult format
- Implemented QueryParadigmRegistry for paradigm discovery and management
- Added 5 working paradigms: SQL, FTS, GraphQL, JSONPath, Natural Language
- Documented 9 additional paradigms: QBE, Batch Manipulation, Visual Query Builder, REST API, NoSQL, UNIX Pipeline, XPath/XQuery, RAG, Data Transformation
- Integrated full CLI interface: list, search, show, exec, categories commands
- Added comprehensive test suite with 23 test cases covering all components
- Auto-registration system enables easy addition of new paradigms
- Organized paradigms by category (structural, textual, semantic, visual, procedural, network) and complexity (beginner, intermediate, advanced)

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-03 23:06:57 +02:00

419 lines
11 KiB
Python

"""
GraphQL Query Paradigm - Flexible graph-based queries.
"""
import time
import json
from typing import Dict, Any, List, Optional
from ..base import BaseQueryParadigm, QueryResult
class GraphQLQueryParadigm(BaseQueryParadigm):
"""GraphQL query paradigm for flexible, graph-based data access."""
@property
def name(self) -> str:
return "GraphQL"
@property
def description(self) -> str:
return "Graph-based queries with precise field selection and nested data relationships"
@property
def category(self) -> str:
return "structural"
@property
def complexity(self) -> str:
return "intermediate"
def execute(self, query: str, config: Dict[str, Any] = None) -> QueryResult:
"""Execute GraphQL query."""
start_time = time.time()
try:
from ...graphql.resolvers import GraphQLResolvers
from ...graphql.schema import schema
# Get database path from config
db_path = config.get('db_path') if config else 'markitect.db'
# Parse variables if provided
variables = {}
if config and 'variables' in config:
if isinstance(config['variables'], str):
variables = json.loads(config['variables'])
elif isinstance(config['variables'], dict):
variables = config['variables']
# Execute GraphQL query
result = schema.execute(query, variable_values=variables, context={'db_path': db_path})
execution_time = (time.time() - start_time) * 1000
if result.errors:
return QueryResult(
paradigm="GraphQL",
query=query,
execution_time_ms=execution_time,
result_count=0,
results=[],
metadata={"variables": variables},
success=False,
error_message=str(result.errors[0])
)
# Convert GraphQL result to standard format
results = []
result_data = result.data or {}
# Handle different result types
for key, value in result_data.items():
if isinstance(value, list):
for item in value:
results.append({
"query_field": key,
**self._flatten_graphql_result(item)
})
elif isinstance(value, dict):
results.append({
"query_field": key,
**self._flatten_graphql_result(value)
})
else:
results.append({
"query_field": key,
"value": value
})
return QueryResult(
paradigm="GraphQL",
query=query,
execution_time_ms=execution_time,
result_count=len(results),
results=results,
metadata={
"variables": variables,
"query_type": self._detect_query_type(query)
},
success=True
)
except Exception as e:
execution_time = (time.time() - start_time) * 1000
return QueryResult(
paradigm="GraphQL",
query=query,
execution_time_ms=execution_time,
result_count=0,
results=[],
metadata={},
success=False,
error_message=str(e)
)
def get_examples(self) -> List[Dict[str, str]]:
"""Get example GraphQL queries."""
return [
{
"name": "Basic file query",
"description": "Get basic information about markdown files",
"query": """query {
markdownFiles(limit: 5) {
id
filename
wordCount
hassFrontMatter
}
}"""
},
{
"name": "File with front matter",
"description": "Get files with their front matter data",
"query": """query {
markdownFiles(hasFrontMatter: true) {
filename
frontMatter {
key
value
}
createdAt
}
}"""
},
{
"name": "Schema information",
"description": "Get schema details and statistics",
"query": """query {
schemas {
filename
title
description
schemaVersion
propertyCount
}
}"""
},
{
"name": "Search with variables",
"description": "Search using variables",
"query": """query SearchContent($searchTerm: String!) {
search(query: $searchTerm, limit: 10) {
type
score
file {
filename
wordCount
}
highlight
}
}"""
},
{
"name": "Database statistics",
"description": "Get overall database statistics",
"query": """query {
databaseStats {
totalFiles
totalSchemas
totalSizeBytes
lastUpdated
}
}"""
},
{
"name": "Specific file by ID",
"description": "Get detailed information about a specific file",
"query": """query GetFile($fileId: Int!) {
markdownFile(id: $fileId) {
filename
content
frontMatterRaw
wordCount
lineCount
createdAt
}
}"""
}
]
def validate_query(self, query: str) -> tuple[bool, Optional[str]]:
"""Validate GraphQL query syntax."""
if not query or not query.strip():
return False, "Query cannot be empty"
# Basic GraphQL syntax validation
query = query.strip()
# Should start with query, mutation, or subscription
if not any(query.startswith(keyword) for keyword in ['query', 'mutation', 'subscription', '{']):
return False, "GraphQL query must start with 'query', 'mutation', 'subscription', or '{'"
# Check for balanced braces
open_braces = query.count('{')
close_braces = query.count('}')
if open_braces != close_braces:
return False, "Unmatched braces in GraphQL query"
# Check for balanced parentheses
open_parens = query.count('(')
close_parens = query.count(')')
if open_parens != close_parens:
return False, "Unmatched parentheses in GraphQL query"
return True, None
def get_syntax_help(self) -> str:
"""Get GraphQL syntax help."""
return """GraphQL Query Syntax:
Basic Structure:
query {
fieldName {
subfield
}
}
Available Root Fields:
- markdownFile(id: Int, filename: String)
- markdownFiles(limit: Int, offset: Int, hasFrontMatter: Boolean)
- schema(id: Int, filename: String)
- schemas(limit: Int, offset: Int)
- search(query: String!, type: String, limit: Int)
- databaseStats
- astQuery(fileId: Int, filename: String, jsonpath: String!)
Field Selection:
markdownFiles {
id
filename
wordCount
frontMatter {
key
value
}
}
Variables:
query GetFile($id: Int!) {
markdownFile(id: $id) {
filename
content
}
}
Aliases:
query {
recent: markdownFiles(limit: 5) { filename }
old: markdownFiles(offset: 100, limit: 5) { filename }
}
Fragments:
fragment FileInfo on MarkdownFile {
id
filename
wordCount
}
query {
markdownFiles {
...FileInfo
createdAt
}
}
"""
def _detect_query_type(self, query: str) -> str:
"""Detect GraphQL query type."""
query_lower = query.lower().strip()
if query_lower.startswith('mutation'):
return "mutation"
elif query_lower.startswith('subscription'):
return "subscription"
elif 'search(' in query_lower:
return "search_query"
elif 'astquery(' in query_lower:
return "ast_query"
elif any(field in query_lower for field in ['markdownfiles', 'schemas']):
return "list_query"
elif any(field in query_lower for field in ['markdownfile', 'schema']):
return "single_query"
elif 'databasestats' in query_lower:
return "stats_query"
else:
return "query"
def _flatten_graphql_result(self, item: Any) -> Dict[str, Any]:
"""Flatten GraphQL result for standardized output."""
if isinstance(item, dict):
flattened = {}
for key, value in item.items():
if isinstance(value, (dict, list)):
flattened[key] = json.dumps(value) if isinstance(value, dict) else value
else:
flattened[key] = value
return flattened
else:
return {"value": item}
def can_translate_from(self, other_paradigm: str) -> bool:
"""Check if we can translate from another paradigm."""
return other_paradigm.lower() in ["sql", "natural_language"]
def translate_query(self, query: str, from_paradigm: str) -> Optional[str]:
"""Translate from another paradigm to GraphQL."""
if from_paradigm.lower() == "sql":
return self._translate_sql_to_graphql(query)
elif from_paradigm.lower() == "natural_language":
return self._translate_natural_language_to_graphql(query)
return None
def _translate_sql_to_graphql(self, query: str) -> Optional[str]:
"""Translate simple SQL to GraphQL."""
query_upper = query.upper().strip()
# Simple translations for common patterns
if 'SELECT * FROM markdown_files' in query_upper:
return """query {
markdownFiles {
id
filename
content
createdAt
}
}"""
elif 'SELECT filename FROM markdown_files' in query_upper:
return """query {
markdownFiles {
filename
}
}"""
elif 'SELECT * FROM schemas' in query_upper:
return """query {
schemas {
id
filename
title
description
schemaContent
}
}"""
elif 'COUNT(*) FROM markdown_files' in query_upper:
return """query {
databaseStats {
totalFiles
}
}"""
return None
def _translate_natural_language_to_graphql(self, query: str) -> Optional[str]:
"""Translate natural language to GraphQL."""
query_lower = query.lower()
if "all files" in query_lower or "list files" in query_lower:
return """query {
markdownFiles {
id
filename
wordCount
createdAt
}
}"""
elif "search for" in query_lower:
# Extract search term
parts = query_lower.split("search for", 1)
if len(parts) > 1:
search_term = parts[1].strip().strip('"\'')
return f'''query {{
search(query: "{search_term}") {{
type
score
file {{
filename
}}
highlight
}}
}}'''
elif "database statistics" in query_lower or "stats" in query_lower:
return """query {
databaseStats {
totalFiles
totalSchemas
totalSizeBytes
lastUpdated
}
}"""
elif "schemas" in query_lower:
return """query {
schemas {
filename
title
description
}
}"""
return None