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sql.py
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#!/usr/bin/env python3
import os
import csv
import shutil
from getpass import getpass
from multiprocessing.pool import ThreadPool
from sqlalchemy import inspect, create_engine, types
from sqlalchemy.engine.url import URL
from constants import MODEL_COLUMNS, TABLE_COLUMNS, FIELD_COLUMNS, \
SCHEMA_COLUMNS, INDEX_COLUMNS, CONSTRAINT_COLUMNS, REFERENCE_COLUMNS
def map_field_attrs(col):
typ = col['type']
# Map simple type.
if isinstance(typ, types.Integer):
col['dm_type'] = 'integer'
elif isinstance(typ, types.Boolean):
col['dm_type'] = 'boolean'
elif isinstance(typ, types.Date):
col['dm_type'] = 'date'
elif isinstance(typ, types.DateTime):
col['dm_type'] = 'datetime'
elif isinstance(typ, types.Float):
col['dm_type'] = 'number'
elif isinstance(typ, types._Binary):
col['dm_type'] = 'bytes'
elif isinstance(typ, types.Numeric):
col['dm_type'] = 'number'
elif isinstance(typ, types.String):
col['dm_type'] = 'string'
# Ignore Postgres sequence-based defaults.
if col['default'] and col['default'].startswith('nextval'):
col['default'] = ''
def generate(engine, model, version, root):
with open(os.path.join(root, 'models.csv'), 'w') as f:
w = csv.writer(f)
w.writerows([
MODEL_COLUMNS,
(model, version, '', '', ''),
])
inspector = inspect(engine)
tables = inspector.get_table_names()
generate_tables(root, model, version, tables)
pool = ThreadPool()
for table in tables:
args = (inspector, root, model, version, table)
pool.apply_async(generate_table_files, args=args)
pool.close()
pool.join()
def generate_table_files(inspector, dirname, model, version, table):
dirname = os.path.join(dirname, table)
if not os.path.exists(dirname):
os.mkdir(dirname)
generate_fields(inspector, dirname, model, version, table)
generate_references(inspector, dirname, model, version, table)
generate_indexes(inspector, dirname, model, version, table)
generate_constraints(inspector, dirname, model, version, table)
def generate_tables(dirname, model, version, tables):
"Creates a tables file."
fn = os.path.join(dirname, 'tables.csv')
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(TABLE_COLUMNS)
for table in tables:
w.writerow([
model,
version,
table,
'',
])
def generate_fields(inspector, dirname, model, version, table):
"Creates a fields file."
fields = inspector.get_columns(table)
if not fields:
return
fn = os.path.join(dirname, 'fields.csv')
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(FIELD_COLUMNS)
for field in fields:
w.writerow([
model,
version,
table,
field['name'],
'', # label
'', # description
])
fn = os.path.join(dirname, 'schema.csv')
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(SCHEMA_COLUMNS)
for field in fields:
map_field_attrs(field)
w.writerow([
model,
version,
table,
field['name'],
field['dm_type'],
getattr(field['type'], 'length', ''),
getattr(field['type'], 'precision', ''),
getattr(field['type'], 'scale', ''),
field['default'],
])
def generate_references(inspector, dirname, model, version, table):
refs = inspector.get_foreign_keys(table)
if not refs:
return
fn = os.path.join(dirname, 'references.csv')
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(REFERENCE_COLUMNS)
for ref in refs:
cols = ref['constrained_columns']
rcols = ref['referred_columns']
for i, col in enumerate(cols):
w.writerow([
model,
version,
table,
col,
ref['referred_table'],
rcols[i],
ref['name'],
])
def generate_indexes(inspector, dirname, model, version, table):
indexes = inspector.get_indexes(table)
if not indexes:
return
fn = os.path.join(dirname, 'indexes.csv')
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(INDEX_COLUMNS)
for idx in indexes:
for col in idx['column_names']:
w.writerow([
model,
version,
table,
col,
idx['name'],
'',
])
def generate_constraints(inspector, dirname, model, version, table):
fn = os.path.join(dirname, 'constraints.csv')
fields = inspector.get_columns(table)
if not fields:
return
not_nulls = [f for f in fields if not f['nullable']]
pk = inspector.get_pk_constraint(table)
uniques = inspector.get_unique_constraints(table)
if not pk and not uniques and not not_nulls:
return
with open(fn, 'w') as f:
w = csv.writer(f)
w.writerow(CONSTRAINT_COLUMNS)
for col in pk['constrained_columns']:
w.writerow([
model,
version,
table,
col,
'primary key',
pk['name'],
])
for uniq in uniques:
for col in uniq['column_names']:
w.writerow([
model,
version,
table,
col,
'unique',
uniq['name'],
])
for field in not_nulls:
w.writerow([
model,
version,
table,
field['name'],
'not null',
'',
])
def main(argv=None):
usage = """SQL Data Model Generator
Usage: sql <model> <version> <engine> <database> [--dir=DIR] \
[--host=HOST] [--port=PORT] \
[--user=USER] [--pass=PASS]
Options:
-h --help Show this screen.
--dir=DIR Name of the directory to output the files.
--host=HOST Host of the database server. Defaults to localhost.
--port=PORT Port of the database server. Defaults to default port for the engine.
--user=USER Username to connect with.
--pass=PASS Password to connect with. If set to *, a prompt will be provided.
""" # noqa
from docopt import docopt
args = docopt(usage, argv=argv, version='0.1')
# Default to a directory named after the database.
if not args['--dir']:
args['--dir'] = os.path.join(os.getcwd(),
args['<model>'],
args['<version>'])
# Ensure the output directory is created.
rootdir = args['--dir']
if os.path.exists(rootdir):
shutil.rmtree(rootdir)
os.makedirs(rootdir)
if args['--pass'] == '*':
args['--pass'] = getpass('password: ')
url = URL(args['<engine>'],
username=args['--user'],
password=args['--pass'],
host=args['--host'],
port=args['--port'],
database=args['<database>'])
engine = create_engine(url)
generate(engine, args['<model>'], args['<version>'], args['--dir'])
if __name__ == '__main__':
main()