|
| 1 | +# Codegen SDK Analysis View Mockup |
| 2 | + |
| 3 | +This document provides a mockup of how the analysis results would be presented when using the Codegen SDK for codebase analysis. |
| 4 | + |
| 5 | +## 1. Overall Statistics |
| 6 | + |
| 7 | +``` |
| 8 | +------ Overall statistics |
| 9 | +Total Files: 324 |
| 10 | + - Python: 187 (57.7%) |
| 11 | + - JavaScript: 98 (30.2%) |
| 12 | + - TypeScript: 39 (12.0%) |
| 13 | +Total Lines of Code: 45,892 |
| 14 | +``` |
| 15 | + |
| 16 | +## 2. Most Important Files & Codebase Flow |
| 17 | + |
| 18 | +``` |
| 19 | +--------- Important Codefiles which are main files |
| 20 | +Top Level operators- and Entry point analysis: |
| 21 | +(To find all program's functional entrypoints). |
| 22 | +
|
| 23 | +• src/core/processor.py - method process_data (input: Dict[str, Any], output: ProcessedResult) |
| 24 | +• src/api/server.py - method start_server (input: ServerConfig, output: ServerInstance) |
| 25 | +• src/cli/main.py - function main (input: CommandLineArgs, output: ExitCode) |
| 26 | +• src/utils/analyzer.py - class Analyzer - method run_analysis (input: CodebaseContext, output: AnalysisReport) |
| 27 | +
|
| 28 | +------------ How project is functioning from each of the main entrypoint files |
| 29 | +- Entry point flow diagrams |
| 30 | +
|
| 31 | +1. src/core/processor.py - process_data: |
| 32 | + process_data → validate_input → transform_data → apply_filters → generate_output |
| 33 | +
|
| 34 | +2. src/api/server.py - start_server: |
| 35 | + start_server → initialize_routes → setup_middleware → configure_database → start_listening |
| 36 | +
|
| 37 | +3. src/cli/main.py - main: |
| 38 | + main → parse_arguments → initialize_logger → execute_command → handle_result |
| 39 | +``` |
| 40 | + |
| 41 | +## 3. Project Tree Structure with Context |
| 42 | + |
| 43 | +``` |
| 44 | +Full project's tree structure with informational context - to highlight specific parts that have issues. |
| 45 | +(to get full project's scope comprehension and where are the issues located) |
| 46 | +
|
| 47 | +my-project/ |
| 48 | +├── src/ (42 files) |
| 49 | +│ ├── core/ (17 files) |
| 50 | +│ │ ├── processor.py (3-classes 17-functions 488 lines) |
| 51 | +│ │ │ ├── class Processor |
| 52 | +│ │ │ │ ├── method __init__ (lines 7 - 26) |
| 53 | +│ │ │ │ ├── method process_data (lines 32 - 78) |
| 54 | +│ │ │ │ └── method validate_input (lines 80 - 95) |
| 55 | +│ │ │ └── function initialize_processor (lines 98 - 120) |
| 56 | +│ │ └── transformer.py (2-classes 8-functions 256 lines) |
| 57 | +│ │ ├── class Transformer |
| 58 | +│ │ │ ├── method __init__ (lines 5 - 18) |
| 59 | +│ │ │ └── method transform_output (lines 20 - 45) |
| 60 | +│ │ └── function apply_transformation (lines 48 - 72) |
| 61 | +│ └── utils/ (25 files) |
| 62 | +│ └── validator.py (1-class 5-functions 142 lines) |
| 63 | +│ ├── class Validator |
| 64 | +│ │ ├── method __init__ (lines 8 - 15) |
| 65 | +│ │ └── method validate (lines 17 - 42) |
| 66 | +│ └── function is_valid (lines 45 - 60) |
| 67 | +└── tests/ (18 files) |
| 68 | + └── test_processor.py (1-class 6-functions 189 lines) |
| 69 | + └── class TestProcessor |
| 70 | + ├── method setUp (lines 10 - 22) |
| 71 | + ├── method test_process_data (lines 24 - 56) |
| 72 | + └── method test_validate_input (lines 58 - 75) |
| 73 | +``` |
| 74 | + |
| 75 | +## 4. List of All Issues |
| 76 | + |
| 77 | +``` |
| 78 | +:mag: CODE QUALITY ISSUES - second section that lists all issues |
| 79 | +------------------------------------------ |
| 80 | +
|
| 81 | +ISSUES: 172 |
| 82 | +
|
| 83 | +1. "Unused import 'os' in src/core/processor.py line 3" |
| 84 | +2. "Unused import 'json' in src/utils/helpers.py line 5" |
| 85 | +3. "Unused import 'datetime' in src/api/models.py line 8" |
| 86 | +4. "Unused function 'validate_email' in src/utils/validator.py line 78" |
| 87 | +5. "Unused function 'transform_legacy_format' in src/core/transformer.py line 112" |
| 88 | +6. "Unused class 'LegacyUserModel' in src/models/legacy.py line 56" |
| 89 | +7. "Unused class 'JSONFormatter' in src/utils/formatters.py line 23" |
| 90 | +8. "Function call issue: missing required parameter 'timeout' in src/api/client.py - function make_request" |
| 91 | +9. "Function call issue: incorrect parameter type for 'data' in src/core/processor.py - method process_data" |
| 92 | +10. "Parameter issue: parameter 'user_id' should be int, not str in src/api/handlers.py - function process_request" |
| 93 | +11. "Parameter issue: parameter 'options' missing default value in src/utils/validator.py - function validate_input" |
| 94 | +12. "Interface implementation issue: missing required method 'disconnect' in src/api/providers/aws.py - class AWSProvider" |
| 95 | +13. "Interface implementation issue: incorrect signature for method 'query' in src/data/storage/sql.py - class SQLStorage" |
| 96 | +... |
| 97 | +172. "Duplicate code block in src/utils/exporters.py (lines 120-137) matches src/utils/formatters.py (lines 78-95)" |
| 98 | +``` |
| 99 | + |
| 100 | +## 5. Issues Categorized |
| 101 | + |
| 102 | +``` |
| 103 | +------------------------------------------ |
| 104 | +Unused Imports: 134 (7.1%) / 1,876 |
| 105 | +List Filenames and imports: |
| 106 | +- src/core/processor.py: from datetime import datetime, timedelta (timedelta unused) |
| 107 | +- src/utils/validator.py: import json, yaml, toml (toml unused) |
| 108 | +- src/api/routes.py: from fastapi import FastAPI, Request, Response, HTTPException (Response unused) |
| 109 | +- src/models/user.py: from typing import List, Dict, Optional, Union, Any (Union, Any unused) |
| 110 | +------------ |
| 111 | +Unused Functions: 45 |
| 112 | +- src/utils/validator.py - class TestProcessor - Unused = method validate |
| 113 | +- src/utils/formatter.py - transform_output |
| 114 | +- src/core/transformer.py - process_data |
| 115 | +- src/api/helpers.py - generate_response_headers |
| 116 | +- src/models/base.py - to_dict |
| 117 | +------------ |
| 118 | +Unused Classes: 12 |
| 119 | +- src/utils/validator.py - Unused = class TestProcessor |
| 120 | +- src/utils/validator.py - Unused = class TestExample |
| 121 | +- src/models/deprecated/user_v1.py - Unused = class UserV1 |
| 122 | +- src/core/legacy/processor_old.py - Unused = class OldProcessor |
| 123 | +------------ |
| 124 | +Duplicate Code Blocks: 28 |
| 125 | +
|
| 126 | +Location and codeblocks: |
| 127 | +1. src/utils/formatter.py (lines 45-67) and src/utils/transformer.py (lines 112-134) |
| 128 | + ```python |
| 129 | + def format_output(data, options=None): |
| 130 | + if options is None: |
| 131 | + options = {} |
| 132 | + result = {} |
| 133 | + for key, value in data.items(): |
| 134 | + if isinstance(value, dict): |
| 135 | + result[key] = format_output(value, options) |
| 136 | + elif isinstance(value, list): |
| 137 | + result[key] = [format_output(item, options) if isinstance(item, dict) else item for item in value] |
| 138 | + else: |
| 139 | + result[key] = value |
| 140 | + return result |
| 141 | + ``` |
| 142 | + |
| 143 | +2. src/core/processor.py (lines 156-172) and src/api/handlers.py (lines 78-94) |
| 144 | + ```python |
| 145 | + def validate_input(data): |
| 146 | + if not isinstance(data, dict): |
| 147 | + raise ValueError("Input must be a dictionary") |
| 148 | + required_fields = ["id", "name", "type"] |
| 149 | + for field in required_fields: |
| 150 | + if field not in data: |
| 151 | + raise ValueError(f"Missing required field: {field}") |
| 152 | + return True |
| 153 | + ``` |
| 154 | +------------ |
| 155 | +Issues with Function Call in/out points: 72 |
| 156 | +(From Call site tracking and Function call relationships) |
| 157 | + |
| 158 | +- src/core/processor.py/process_data - Called with incorrect parameter types in 5 locations |
| 159 | +- src/utils/validator.py/validate_input - Missing required parameters in 3 locations |
| 160 | +- src/api/routes.py/register_routes - Incorrect return value handling in 4 locations |
| 161 | +- src/models/user.py/User.from_dict - Passing non-dict values in 2 locations |
| 162 | +------------ |
| 163 | +Input/output parameter analysis |
| 164 | +Valid 1726 parameters |
| 165 | +Issues 11 parameters: |
| 166 | +1. /src/core/processor.py/Processor/process_data/options - Type mismatch (expected Dict, received List) |
| 167 | +2. /src/api/routes.py/create_user/user_data - Missing validation for required fields |
| 168 | +3. /src/utils/formatter.py/format_output/data - Null value passed without null check |
| 169 | +4. /src/models/transaction.py/Transaction/validate/amount - Negative values not handled |
| 170 | +5. /src/core/analyzer.py/analyze_code/filepath - Non-existent file paths not handled |
| 171 | +------------ |
| 172 | +Interface implementation verification: |
| 173 | +Valid: 71 components |
| 174 | +Issues: 6 components: |
| 175 | +1. src/models/user.tsx - UserComponent doesn't implement all required UserProps |
| 176 | +2. src/components/form.tsx - FormInput missing required onChange handler |
| 177 | +3. src/views/dashboard.tsx - DashboardView implements deprecated IDashboard interface |
| 178 | +4. src/api/client.ts - ApiClient missing required error handling methods |
| 179 | +5. src/utils/formatter.tsx - DataFormatter missing required format method |
| 180 | +6. src/components/table.tsx - TableComponent not implementing required sorting functionality |
| 181 | +``` |
| 182 | +
|
| 183 | +## 6. Visualization Types |
| 184 | +
|
| 185 | +``` |
| 186 | +ALL VISUALIZATION TYPES |
| 187 | +Selection 1- type (Example - hierarchy, dependency) |
| 188 | +after selecting 1-> 2nd selection is corresponding parameter (example -call hierarchy, symbol hierarchy, Inheritance hierarchy) |
| 189 | +Again- corresponding parameter selection (if applicable)- (For example - codefile / class / method) |
| 190 | + |
| 191 | +Hierarchy Visualizations: |
| 192 | + - Call hierarchy visualization |
| 193 | + - By file: src/core/processor.py |
| 194 | + - By class: Processor |
| 195 | + - By method: process_data |
| 196 | + - Symbol hierarchy visualization |
| 197 | + - By module: src/core |
| 198 | + - By file: src/core/processor.py |
| 199 | + - By class: Processor |
| 200 | + - Inheritance hierarchy visualization |
| 201 | + - By class: BaseProcessor |
| 202 | + |
| 203 | +Dependency Visualizations: |
| 204 | + - Module dependency visualization |
| 205 | + - By module: src/core |
| 206 | + - By file: src/core/processor.py |
| 207 | + - Symbol dependency visualization |
| 208 | + - By class: Processor |
| 209 | + - By function: process_data |
| 210 | + |
| 211 | +Flow Visualizations: |
| 212 | + - Function call visualization |
| 213 | + - By function: process_data |
| 214 | + - By class method: Processor.validate_input |
| 215 | + - Package structure visualization |
| 216 | + - Full project |
| 217 | + - By module: src/core |
| 218 | + - Variable usage tracking |
| 219 | + - By variable: config |
| 220 | + - By class attribute: Processor.options |
| 221 | +``` |
| 222 | +
|
| 223 | +## Suggested Views |
| 224 | +
|
| 225 | +### Essential Data Context Preview |
| 226 | +
|
| 227 | +For the Essential Data Context Preview, I recommend a dashboard-style view that provides an immediate overview of the codebase health and structure: |
| 228 | +
|
| 229 | +1. **Top-Level Statistics Panel** |
| 230 | + - File counts by language |
| 231 | + - Total lines of code |
| 232 | + - Number of critical issues |
| 233 | +
|
| 234 | +2. **Entry Points Panel** |
| 235 | + - List of main entry points with their locations |
| 236 | + - Quick links to view flow diagrams for each entry point |
| 237 | +
|
| 238 | +3. **Issues Summary Panel** |
| 239 | + - Categorized counts of issues (unused imports, functions, classes) |
| 240 | + - Top files with most issues with links |
| 241 | +
|
| 242 | +4. **Project Structure Panel** |
| 243 | + - Interactive tree view of the project structure |
| 244 | + - Color-coded indicators for files with issues |
| 245 | +
|
| 246 | +5. **Visualization Selector** |
| 247 | + - Quick access to the most commonly used visualizations |
| 248 | + - Preset views for common analysis tasks (dependency analysis) |
| 249 | +
|
| 250 | +### Full Specific Issues View |
| 251 | +
|
| 252 | +For the Full Specific Issues View, I recommend a detailed, filterable list of all issues with context: |
| 253 | +
|
| 254 | +1. **Issue Browser** |
| 255 | + - Filterable list of all issues by type, severity, location |
| 256 | + - Sorting options (by file, by issue type, by severity) |
| 257 | + - Grouping options (by module, by class, by issue type) |
| 258 | +
|
| 259 | +2. **Issue Detail Panel** |
| 260 | + - When selecting an issue, show full context: |
| 261 | + - File location with line numbers |
| 262 | + - Surrounding code snippet |
| 263 | + - Issue description and severity |
| 264 | + - Suggested fix or best practice reference |
| 265 | + - Similar issues elsewhere in the codebase |
| 266 | +
|
| 267 | +3. **Code Flow Analysis** |
| 268 | + - For function/method issues, show call graph |
| 269 | + - For import issues, show dependency graph |
| 270 | + - For class issues, show inheritance hierarchy |
| 271 | + - For variable issues, show usage tracking |
| 272 | +
|
| 273 | +4. **Historical Context** |
| 274 | + - When available, show when the issue was introduced |
| 275 | + - Show if the issue is new or recurring |
| 276 | + - Track if similar issues have been fixed elsewhere |
| 277 | +
|
| 278 | +5. **Actionable Recommendations** |
| 279 | + - Specific, actionable steps to resolve each issue |
| 280 | + - Code examples of proper implementation |
| 281 | + - Links to relevant documentation or best practices |
| 282 | +
|
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