def compute_clusters(project_id,
column,
clusterer_type='binning',
function=None,
params=None):
# returns a list of cluters of {'value';..., 'count':...}
return refine.RefineProject(refine.RefineServer(),
project_id).compute_clusters(
column, clusterer_type, function, params)
def reconcile(project_id,
column,
service,
reconciliation_type=None,
reconciliation_config=None):
return refine.RefineProject(refine.RefineServer(),
project_id).reconcile(column, service,
reconciliation_type,
reconciliation_config)
def export_templating(project_id):
# export templating: return a fileobject of a project's data
return refine.RefineProject(refine.RefineServer(),
project_id).export_templating(
export_format='txt',
engine='',
prefix='',
template='',
rowSeparator='',
suffix='')
def text_transform(project_id,
column,
expression,
on_error='set-to-blank',
repeat=False,
repeat_count=10):
return refine.RefineProject(refine.RefineServer(),
project_id).text_transform(
column, expression, on_error, repeat,
repeat_count)
def split_column(project_id,
column,
separator=',',
mode='separator',
regex=False,
guess_cell_type=True,
remove_original_column=True):
return refine.RefineProject(refine.RefineServer(),
project_id).split_column(
column, separator, mode, regex,
guess_cell_type, remove_original_column)
def transpose_columns_into_rows(project_id,
start_column,
column_count,
combined_column_name,
separator=':',
prepend_column_name=True,
ignore_blank_cells=True):
return refine.RefineProject(refine.RefineServer(),
project_id).transpose_columns_into_rows(
start_column, column_count,
combined_column_name, separator,
prepend_column_name, ignore_blank_cells)
def do_raw(project_id, command, data):
# do_raw : issue a command to the server & return a response object
return refine.RefineProject(refine.RefineServer(),
project_id).do_raw(command, data)
def project_url(project_id):
# project_url
return refine.RefineProject(refine.RefineServer(),
project_id).project_url()
def list_objects():
# list projects
return refine.Refine(refine.RefineServer()).list_projects()
def add_column(project_id, column, new_column, expression='value'):
return refine.RefineProject(refine.RefineServer(),
project_id).add_column(column, new_column,
expression)
def rename_column(project_id, column, new_column):
return refine.RefineProject(refine.RefineServer(),
project_id).rename_column(column, new_column)
def export(project_id, export_format='tsv'):
# export : return a fileobject of a project's data.
return refine.RefineProject(refine.RefineServer(),
project_id).export(export_format)
def get_preference(project_id, name):
# get preference: returns the (JSON) value of a given preference setting.
return refine.RefineProject(refine.RefineServer(),
project_id).get_preference(name)
def transpose_rows_into_columns(project_id, column, row_count):
return refine.RefineProject(refine.RefineServer(),
project_id).transpose_rows_into_columns(
column, row_count)
def project_name(project_id):
# functions in RefineProject:
# project_name
return refine.RefineProject(refine.RefineServer(),
project_id).project_name()
def fill_down(project_id, column):
return refine.RefineProject(refine.RefineServer(),
project_id).fill_down(column)
def blank_down(project_id, column):
return refine.RefineProject(refine.RefineServer(),
project_id).blank_down(column)
def move_column(project_id, column, index):
return refine.RefineProject(refine.RefineServer(),
project_id).move_column(column, index)
def reorder_columns(project_id, new_column_order):
return refine.RefineProject(refine.RefineServer(),
project_id).reorder_columns(new_column_order)
def do_json(project_id, command, data):
# do_json: issue a command to the server, parse & return encoded JSON.
return refine.RefineProject(refine.RefineServer(),
project_id).do_json(command, data)
def get_models(project_id):
# get_models: fill out column metadata.
# Column structure is a list of columns in their order.
# The cellIndex is an index for that column's data into the list returned from get_rows().
return refine.RefineProject(refine.RefineServer(), project_id).get_models()
def create_project(project_path, project_name):
# create a new project
projectID = refine.Refine(refine.RefineServer()).new_project(
project_path, project_name, project_format='.csv')[1]
return projectID
def apply_operations(project_id, file_path):
# apply operations: apply the json file
return refine.RefineProject(refine.RefineServer(),
project_id).apply_operations(file_path)
def delete(project_id):
# delete the project
return refine.RefineProject(refine.RefineServer(), project_id).delete()
def guess_types_of_column(project_id, column, service):
return refine.RefineProject(refine.RefineServer(),
project_id).guess_types_of_column(
column, service)
def get_project_name(project_id):
# get the project name
return refine.Refine(refine.RefineServer()).get_project_name(project_id)
def export_rows(project_id, **kwargs):
# return an iterable of parsed rows of a project's data
return refine.RefineProject(refine.RefineServer(),
project_id).export_rows(**kwargs)
def get_reconciliation_services(project_id):
return refine.RefineProject(refine.RefineServer(),
project_id).get_reconciliation_services()
def compute_facets(project_id, facets=None):
return refine.RefineProject(refine.RefineServer(),
project_id).compute_facets(facets)
def get_reconciliation_service_by_name_or_url(project_id, name):
return refine.RefineProject(
refine.RefineServer(),
project_id).get_reconciliation_service_by_name_or_url(name)
