dataprof 0.6.2

High-performance data profiler with ISO 8000/25012 quality metrics for CSV, JSON/JSONL, and Parquet files
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170

# Development database services for DataProfiler
# Use with: docker-compose up -d

services:
  # PostgreSQL for testing database features
  postgres:
    image: postgres:16-alpine
    container_name: dataprof-postgres-dev
    restart: unless-stopped
    environment:
      POSTGRES_DB: dataprof_test
      POSTGRES_USER: dataprof
      POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-dev_password_123}
      POSTGRES_INITDB_ARGS: "--encoding=UTF-8 --lc-collate=C --lc-ctype=C"
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./init-scripts/postgres:/docker-entrypoint-initdb.d
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U dataprof -d dataprof_test"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 30s
    networks:
      - dataprof-dev

  # MySQL for testing MySQL connector features
  mysql:
    image: mysql:8.0
    container_name: dataprof-mysql-dev
    restart: unless-stopped
    environment:
      MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PASSWORD:-root_password_123}
      MYSQL_DATABASE: dataprof_test
      MYSQL_USER: dataprof
      MYSQL_PASSWORD: ${MYSQL_PASSWORD:-dev_password_123}
    ports:
      - "3306:3306"
    volumes:
      - mysql_data:/var/lib/mysql
      - ./init-scripts/mysql:/docker-entrypoint-initdb.d
    healthcheck:
      test: ["CMD", "mysqladmin", "ping", "-h", "localhost"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 30s
    networks:
      - dataprof-dev

  # Redis for caching tests (if needed in the future)
  redis:
    image: redis:7-alpine
    container_name: dataprof-redis-dev
    restart: unless-stopped
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    healthcheck:
      test: ["CMD", "redis-cli", "ping"]
      interval: 30s
      timeout: 10s
      retries: 3
    networks:
      - dataprof-dev

  # MinIO for S3-compatible testing (future feature)
  minio:
    image: minio/minio:latest
    container_name: dataprof-minio-dev
    restart: unless-stopped
    environment:
      MINIO_ROOT_USER: ${MINIO_ROOT_USER:-minioadmin}
      MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD:-minioadmin123}
    ports:
      - "9000:9000"
      - "9090:9090"
    volumes:
      - minio_data:/data
    command: server /data --console-address ":9090"
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3
    networks:
      - dataprof-dev

  # pgAdmin for PostgreSQL management (optional)
  pgadmin:
    image: dpage/pgadmin4:latest
    container_name: dataprof-pgadmin-dev
    restart: unless-stopped
    environment:
      PGADMIN_DEFAULT_EMAIL: ${PGADMIN_DEFAULT_EMAIL:-admin@dataprof.dev}
      PGADMIN_DEFAULT_PASSWORD: ${PGADMIN_DEFAULT_PASSWORD:-admin123}
      PGADMIN_CONFIG_SERVER_MODE: 'False'
      PGADMIN_CONFIG_MASTER_PASSWORD_REQUIRED: 'False'
    ports:
      - "8080:80"
    volumes:
      - pgadmin_data:/var/lib/pgadmin
    depends_on:
      - postgres
    networks:
      - dataprof-dev
    profiles:
      - admin  # Only start with --profile admin

  # phpMyAdmin for MySQL management (optional)
  phpmyadmin:
    image: phpmyadmin/phpmyadmin:latest
    container_name: dataprof-phpmyadmin-dev
    restart: unless-stopped
    environment:
      PMA_HOST: mysql
      PMA_USER: dataprof
      PMA_PASSWORD: ${MYSQL_PASSWORD:-dev_password_123}
      UPLOAD_LIMIT: 100M
    ports:
      - "8081:80"
    depends_on:
      - mysql
    networks:
      - dataprof-dev
    profiles:
      - admin  # Only start with --profile admin

  # Dev container for VS Code Remote Containers
  devcontainer:
    build:
      context: .
      dockerfile: Dockerfile
    volumes:
      - ..:/workspace:cached
    command: sleep infinity
    environment:
      POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-dev_password_123}
      MYSQL_PASSWORD: ${MYSQL_PASSWORD:-dev_password_123}
    depends_on:
      postgres:
        condition: service_healthy
      mysql:
        condition: service_healthy
    networks:
      - dataprof-dev

# Persistent volumes for development data
volumes:
  postgres_data:
    driver: local
  mysql_data:
    driver: local
  redis_data:
    driver: local
  minio_data:
    driver: local
  pgadmin_data:
    driver: local

# Development network
networks:
  dataprof-dev:
    driver: bridge
    ipam:
      config:
        - subnet: 172.25.0.0/16