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from __future__ import print_function
import collections
import optparse
import sys
from random import randint
import ase.io
from ase.db import connect
from ase.db.core import convert_str_to_int_float_or_str
from ase.db.summary import Summary
from ase.db.table import Table, all_columns
from ase.calculators.calculator import get_calculator
from ase.utils import plural, basestring
try:
input = raw_input # Python 2+3 compatibility
except NameError:
pass
description = """Selecton is a comma-separated list of
selections where each selection is of the type "ID", "key" or
"key=value". Instead of "=", one can also use "<", "<=", ">=", ">"
and "!=" (these must be protected from the shell by using quotes).
Special keys: id, user, calculator, age, natoms, energy, magmom,
and charge. Chemical symbols can also be used to select number of
specific atomic species (H, He, Li, ...)."""
examples = ['calculator=nwchem',
'age<1d',
'natoms=1',
'user=alice',
'2.2<bandgap<4.1',
'Cu>=10']
def main(args=sys.argv[1:]):
if isinstance(args, str):
args = args.split(' ')
parser = optparse.OptionParser(
usage='Usage: %prog db-name [selection] [options]',
description=description,
epilog='Selection examples: ' + ', '.join(examples) + '.')
add = parser.add_option
add('-v', '--verbose', action='store_true', default=False)
add('-q', '--quiet', action='store_true', default=False)
add('-n', '--count', action='store_true',
help='Count number of selected rows.')
add('-l', '--long', action='store_true',
help='Long description of selected row')
add('-i', '--insert-into', metavar='db-name',
help='Insert selected rows into another database.')
add('-a', '--add-from-file', metavar='[type:]filename',
help='Add results from file.')
add('-k', '--add-key-value-pairs', metavar='key1=val1,key2=val2,...',
help='Add key-value pairs to selected rows. Values must be numbers '
'or strings and keys must follow the same rules as keywords.')
add('-L', '--limit', type=int, default=20, metavar='N',
help='Show only first N rows (default is 20 rows). Use --limit=0 '
'to show all.')
add('--offset', type=int, default=0, metavar='N',
help='Skip first N rows. By default, no rows are skipped')
add('--delete', action='store_true',
help='Delete selected rows.')
add('--delete-keys', metavar='key1,key2,...',
help='Delete keys for selected rows.')
add('-y', '--yes', action='store_true',
help='Say yes.')
add('--explain', action='store_true',
help='Explain query plan.')
add('-c', '--columns', metavar='col1,col2,...',
help='Specify columns to show. Precede the column specification '
'with a "+" in order to add columns to the default set of columns. '
'Precede by a "-" to remove columns. Use "++" for all.')
add('-s', '--sort', metavar='column', default='id',
help='Sort rows using column. Use -column for a descendin sort. '
'Default is to sort after id.')
add('--cut', type=int, default=35, help='Cut keywords and key-value '
'columns after CUT characters. Use --cut=0 to disable cutting. '
'Default is 35 characters')
add('-p', '--plot', metavar='[a,b:]x,y1,y2,...',
help='Example: "-p x,y": plot y row against x row. Use '
'"-p a:x,y" to make a plot for each value of a.')
add('-P', '--plot-data', metavar='name',
help="Show plot from data['name'] from the selected row.")
add('--csv', action='store_true',
help='Write comma-separated-values file.')
add('-w', '--open-web-browser', action='store_true',
help='Open results in web-browser.')
add('--no-lock-file', action='store_true', help="Don't use lock-files")
add('--analyse', action='store_true',
help='Gathers statistics about tables and indices to help make '
'better query planning choices.')
add('-j', '--json', action='store_true',
help='Write json representation of selected row.')
add('--unique', action='store_true',
help='Give rows a new unique id when using --insert-into.')
opts, args = parser.parse_args(args)
if not args:
parser.error('No database given')
verbosity = 1 - opts.quiet + opts.verbose
try:
run(opts, args, verbosity)
except Exception as x:
if verbosity < 2:
print('{0}: {1}'.format(x.__class__.__name__, x))
sys.exit(1)
else:
raise
def run(opts, args, verbosity):
filename = args.pop(0)
query = ','.join(args)
if query.isdigit():
query = int(query)
add_key_value_pairs = {}
if opts.add_key_value_pairs:
for pair in opts.add_key_value_pairs.split(','):
key, value = pair.split('=')
add_key_value_pairs[key] = convert_str_to_int_float_or_str(value)
if opts.delete_keys:
delete_keys = opts.delete_keys.split(',')
else:
delete_keys = []
con = connect(filename, use_lock_file=not opts.no_lock_file)
def out(*args):
if verbosity > 0:
print(*args)
if opts.analyse:
con.analyse()
return
if opts.add_from_file:
filename = opts.add_from_file
if ':' in filename:
calculator_name, filename = filename.split(':')
atoms = get_calculator(calculator_name)(filename).get_atoms()
else:
atoms = ase.io.read(filename)
con.write(atoms, key_value_pairs=add_key_value_pairs)
out('Added {0} from {1}'.format(atoms.get_chemical_formula(),
filename))
return
if opts.count:
n = con.count(query)
print('%s' % plural(n, 'row'))
return
if opts.explain:
for dct in con.select(query, explain=True,
verbosity=verbosity,
limit=opts.limit, offset=opts.offset):
print(dct['explain'])
return
if opts.insert_into:
nkvp = 0
nrows = 0
with connect(opts.insert_into,
use_lock_file=not opts.no_lock_file) as con2:
for dct in con.select(query):
kvp = dct.get('key_value_pairs', {})
nkvp -= len(kvp)
kvp.update(add_key_value_pairs)
nkvp += len(kvp)
if opts.unique:
dct['unique_id'] = '%x' % randint(16**31, 16**32 - 1)
con2.write(dct, data=dct.get('data'), **kvp)
nrows += 1
out('Added %s (%s updated)' %
(plural(nkvp, 'key-value pair'),
plural(len(add_key_value_pairs) * nrows - nkvp, 'pair')))
out('Inserted %s' % plural(nrows, 'row'))
return
if add_key_value_pairs or delete_keys:
ids = [dct['id'] for dct in con.select(query)]
m, n = con.update(ids, delete_keys, **add_key_value_pairs)
out('Added %s (%s updated)' %
(plural(m, 'key-value pair'),
plural(len(add_key_value_pairs) * len(ids) - m, 'pair')))
out('Removed', plural(n, 'key-value pair'))
return
if opts.delete:
ids = [dct['id'] for dct in con.select(query)]
if ids and not opts.yes:
msg = 'Delete %s? (yes/No): ' % plural(len(ids), 'row')
if input(msg).lower() != 'yes':
return
con.delete(ids)
out('Deleted %s' % plural(len(ids), 'row'))
return
if opts.plot_data:
from ase.db.plot import dct2plot
dct2plot(con.get(query).data, opts.plot_data)
return
if opts.plot:
if ':' in opts.plot:
tags, keys = opts.plot.split(':')
tags = tags.split(',')
else:
tags = []
keys = opts.plot
keys = keys.split(',')
plots = collections.defaultdict(list)
X = {}
labels = []
for row in con.select(query, sort=opts.sort):
name = ','.join(str(row[tag]) for tag in tags)
x = row.get(keys[0])
if x is not None:
if isinstance(x, basestring):
if x not in X:
X[x] = len(X)
labels.append(x)
x = X[x]
plots[name].append([x] + [row.get(key) for key in keys[1:]])
import matplotlib.pyplot as plt
for name, plot in plots.items():
xyy = zip(*plot)
x = xyy[0]
for y, key in zip(xyy[1:], keys[1:]):
plt.plot(x, y, label=name + ':' + key)
if X:
plt.xticks(range(len(labels)), labels, rotation=90)
plt.legend()
plt.show()
return
if opts.long:
dct = con.get(query)
summary = Summary(dct)
summary.write()
elif opts.json:
dct = con.get(query)
con2 = connect(sys.stdout, 'json', use_lock_file=False)
kvp = dct.get('key_value_pairs', {})
con2.write(dct, data=dct.get('data'), **kvp)
else:
if opts.open_web_browser:
import ase.db.app as app
app.db = con
app.app.run(host='0.0.0.0', debug=True)
else:
columns = list(all_columns)
c = opts.columns
if c and c.startswith('++'):
keys = set()
for row in con.select(query,
limit=opts.limit, offset=opts.offset):
keys.update(row._keys)
columns.extend(keys)
if c[2:3] == ',':
c = c[3:]
else:
c = ''
if c:
if c[0] == '+':
c = c[1:]
elif c[0] != '-':
columns = []
for col in c.split(','):
if col[0] == '-':
columns.remove(col[1:])
else:
columns.append(col.lstrip('+'))
table = Table(con, verbosity, opts.cut)
table.select(query, columns, opts.sort, opts.limit, opts.offset)
if opts.csv:
table.write_csv()
else:
table.write(query)
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