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from wtforms import Field, Form, SelectMultipleField, SelectField, TextField | ||
from flask_appbuilder.fieldwidgets import Select2Widget, Select2ManyWidget | ||
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class OmgWtForm(Form): | ||
field_order = tuple() | ||
css_classes = dict() | ||
@property | ||
def fields(self): | ||
fields = [] | ||
for field in self.field_order: | ||
if hasattr(self, field): | ||
obj = getattr(self, field) | ||
if isinstance(obj, Field): | ||
fields.append(getattr(self, field)) | ||
return fields | ||
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def get_field(self, fieldname): | ||
return getattr(self, fieldname) | ||
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def field_css_classes(self, fieldname): | ||
if fieldname in self.css_classes: | ||
return " ".join(self.css_classes[fieldname]) | ||
return "" | ||
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def form_factory(datasource, viz, form_args=None): | ||
from panoramix.viz import viz_types | ||
row_limits = [10, 50, 100, 500, 1000, 5000, 10000] | ||
series_limits = [0, 5, 10, 25, 50, 100, 500] | ||
group_by_choices = [(s, s) for s in datasource.groupby_column_names] | ||
# Pool of all the fields that can be used in Panoramix | ||
px_form_fields = { | ||
'viz_type': SelectField( | ||
'Viz', | ||
choices=[(k, v.verbose_name) for k, v in viz_types.items()]), | ||
'metrics': SelectMultipleField( | ||
'Metrics', choices=datasource.metrics_combo), | ||
'groupby': SelectMultipleField( | ||
'Group by', | ||
choices=[(s, s) for s in datasource.groupby_column_names]), | ||
'granularity': TextField('Time Granularity', default="one day"), | ||
'since': TextField('Since', default="one day ago"), | ||
'until': TextField('Until', default="now"), | ||
'row_limit': | ||
SelectField( | ||
'Row limit', choices=[(s, s) for s in row_limits]), | ||
'limit': | ||
SelectField( | ||
'Series limit', choices=[(s, s) for s in series_limits]), | ||
'rolling_type': SelectField( | ||
'Rolling', | ||
choices=[(s, s) for s in ['mean', 'sum', 'std']]), | ||
'rolling_periods': TextField('Periods',), | ||
'series': SelectField('Series', choices=group_by_choices), | ||
'entity': SelectField('Entity', choices=group_by_choices), | ||
'x': SelectField('X Axis', choices=datasource.metrics_combo), | ||
'y': SelectField('Y Axis', choices=datasource.metrics_combo), | ||
'size': SelectField('Bubble Size', choices=datasource.metrics_combo), | ||
} | ||
field_css_classes = {k: ['form-control'] for k in px_form_fields.keys()} | ||
select2 = [ | ||
'viz_type', 'metrics', 'groupby', | ||
'row_limit', 'rolling_type', 'series', | ||
'entity', 'x', 'y', 'size',] | ||
field_css_classes['since'] += ['select2_free_since'] | ||
field_css_classes['until'] += ['select2_free_until'] | ||
field_css_classes['granularity'] += ['select2_free_granularity'] | ||
for field in select2: | ||
field_css_classes[field] += ['select2'] | ||
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class QueryForm(OmgWtForm): | ||
field_order = viz.form_fields | ||
css_classes = field_css_classes | ||
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for i in range(10): | ||
setattr(QueryForm, 'flt_col_' + str(i), SelectField( | ||
'Filter 1', choices=[(s, s) for s in datasource.filterable_column_names])) | ||
setattr(QueryForm, 'flt_op_' + str(i), SelectField( | ||
'Filter 1', choices=[(m, m) for m in ['in', 'not in']])) | ||
setattr(QueryForm, 'flt_eq_' + str(i), TextField("Super")) | ||
for ff in viz.form_fields: | ||
if isinstance(ff, basestring): | ||
ff = [ff] | ||
for s in ff: | ||
setattr(QueryForm, s, px_form_fields[s]) | ||
return QueryForm |
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