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# IVLE - Informatics Virtual Learning Environment
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# Copyright (C) 2007-2008 The University of Melbourne
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# This program is free software; you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation; either version 2 of the License, or
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# (at your option) any later version.
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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# You should have received a copy of the GNU General Public License
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# along with this program; if not, write to the Free Software
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# Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
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# Code to talk to the PostgreSQL database.
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# (This is the Data Access Layer).
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# All DB code should be in this module to ensure portability if we want to
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# change the DB implementation.
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# This means no SQL strings should be outside of this module. Add functions
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# here to perform the activities needed, and place the SQL code for those
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# CAUTION to editors of this module.
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# All string inputs must be sanitized by calling _escape before being
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# formatted into an SQL query string.
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TIMESTAMP_FORMAT = '%Y-%m-%d %H:%M:%S'
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"""Wrapper around pg.escape_string. Prepares the Python value for use in
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SQL. Returns a string, which may be safely placed verbatim into an SQL
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Handles the following types:
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* str: Escapes the string, and also quotes it.
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* int/long/float: Just converts to an unquoted string.
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* bool: Returns as "TRUE" or "FALSE", unquoted.
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* NoneType: Returns "NULL", unquoted.
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* common.caps.Role: Returns the role as a quoted, lowercase string.
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* time.struct_time: Returns the time as a quoted string for insertion into
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Raises a DBException if val has an unsupported type.
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# "E'" is postgres's way of making "escape" strings.
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# Such strings allow backslashes to escape things. Since escape_string
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# converts a single backslash into two backslashes, it needs to be fed
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# Ref: http://www.postgresql.org/docs/8.2/static/sql-syntax-lexical.html
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# WARNING: PostgreSQL-specific code
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elif isinstance(val, str) or isinstance(val, unicode):
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return "E'" + pg.escape_string(val) + "'"
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elif isinstance(val, bool):
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return "TRUE" if val else "FALSE"
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elif isinstance(val, int) or isinstance(val, long) \
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or isinstance(val, float):
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elif isinstance(val, caps.Role):
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return _escape(str(val))
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elif isinstance(val, time.struct_time):
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return _escape(time.strftime(TIMESTAMP_FORMAT, val))
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raise DBException("Attempt to insert an unsupported type "
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"into the database (%s)" % repr(type(val)))
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def _parse_boolean(val):
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Accepts a boolean as output from the DB (either the string 't' or 'f').
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Returns a boolean value True or False.
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Also accepts other values which mean True or False in PostgreSQL.
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If none match, raises a DBException.
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# On a personal note, what sort of a language allows 7 different values
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# to denote each of True and False?? (A: SQL)
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if isinstance(val, bool):
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elif val == 'true' or val == 'y' or val == 'yes' or val == '1' \
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elif val == 'false' or val == 'n' or val == 'no' or val == '0' \
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raise DBException("Invalid boolean value returned from DB")
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def _passhash(password):
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return md5.md5(password).hexdigest()
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class DBException(Exception):
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"""A DBException is for bad conditions in the database or bad input to
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these methods. If Postgres throws an exception it does not get rebadged.
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This is only for additional exceptions."""
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"""An IVLE database object. This object provides an interface to
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interacting with the IVLE database without using any external SQL.
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Most methods of this class have an optional dry argument. If true, they
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will return the SQL query string and NOT actually execute it. (For
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Methods may throw db.DBException, or any of the pg exceptions as well.
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(In general, be prepared to catch exceptions!)
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"""Connects to the database and creates a DB object.
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Takes no parameters - gets all the DB info from the configuration."""
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self.db = pg.connect(host=ivle.conf.db_host, port=ivle.conf.db_port,
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dbname=ivle.conf.db_dbname,
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user=ivle.conf.db_user, passwd=ivle.conf.db_password)
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# GENERIC DB FUNCTIONS #
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def check_dict(dict, tablefields, disallowed=frozenset([]), must=False):
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"""Checks that a dict does not contain keys that are not fields
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of the specified table.
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dict: A mapping from string keys to values; the keys are checked to
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see that they correspond to login table fields.
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tablefields: Collection of strings for field names in the table.
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Only these fields will be allowed.
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disallowed: Optional collection of strings for field names that are
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must: If True, the dict MUST contain all fields in tablefields.
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If False, it may contain any subset of the fields.
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Returns True if the dict is valid, False otherwise.
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allowed = frozenset(tablefields) - frozenset(disallowed)
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dictkeys = frozenset(dict.keys())
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return allowed == dictkeys
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return allowed.issuperset(dictkeys)
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def insert(self, dict, tablename, tablefields, disallowed=frozenset([]),
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"""Inserts a new row in a table, using data from a supplied
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dictionary (which will be checked by check_dict).
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dict: Dictionary mapping column names to values. The values may be
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any of the following types:
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str, int, long, float, NoneType.
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tablename: String, name of the table to insert into. Will NOT be
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escaped - must be a valid identifier.
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tablefields, disallowed: see check_dict.
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dry: Returns the SQL query as a string, and does not execute it.
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Raises a DBException if the dictionary contains invalid fields.
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if not DB.check_dict(dict, tablefields, disallowed):
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extras = set(dict.keys()) - tablefields
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raise DBException("Supplied dictionary contains invalid fields. (%s)" % (repr(extras)))
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# Build two lists concurrently: field names and values, as SQL strings
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for k,v in dict.items():
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values.append(_escape(v))
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if len(fieldnames) == 0: return
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fieldnames = ', '.join(fieldnames)
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values = ', '.join(values)
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query = ("INSERT INTO %s (%s) VALUES (%s);"
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% (tablename, fieldnames, values))
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def return_insert(self, dict, tablename, tablefields, returning,
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disallowed=frozenset([]), dry=False):
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"""Inserts a new row in a table, using data from a supplied
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dictionary (which will be checked by check_dict) and returns certain
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dict: Dictionary mapping column names to values. The values may be
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any of the following types:
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str, int, long, float, NoneType.
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tablename: String, name of the table to insert into. Will NOT be
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escaped - must be a valid identifier.
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returning: List of fields to return, not escaped
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tablefields, disallowed: see check_dict.
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dry: Returns the SQL query as a string, and does not execute it.
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Raises a DBException if the dictionary contains invalid fields.
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if not DB.check_dict(dict, tablefields, disallowed):
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extras = set(dict.keys()) - tablefields
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raise DBException("Supplied dictionary contains invalid fields. (%s)" % (repr(extras)))
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# Build two lists concurrently: field names and values, as SQL strings
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for k,v in dict.items():
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values.append(_escape(v))
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if len(fieldnames) == 0: return
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fieldnames = ', '.join(fieldnames)
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values = ', '.join(values)
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returns = ', '.join(returning)
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query = ("INSERT INTO %s (%s) VALUES (%s) RETURNING (%s);"
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% (tablename, fieldnames, values, returns))
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return self.db.query(query)
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def update(self, primarydict, updatedict, tablename, tablefields,
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primary_keys, disallowed_update=frozenset([]), dry=False):
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"""Updates a row in a table, matching against primarydict to find the
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row, and using the data in updatedict (which will be checked by
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primarydict: Dict mapping column names to values. The keys should be
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the table's primary key. Only rows which match this dict's values
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updatedict: Dict mapping column names to values. The columns will be
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updated with the given values for the matched rows.
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tablename, tablefields, disallowed_update: See insert.
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primary_keys: Collection of strings which together form the primary
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key for this table. primarydict must contain all of these as keys,
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if (not (DB.check_dict(primarydict, primary_keys, must=True)
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and DB.check_dict(updatedict, tablefields, disallowed_update))):
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raise DBException("Supplied dictionary contains invalid or missing fields (1).")
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# Make a list of SQL fragments of the form "field = 'new value'"
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# These fragments are ALREADY-ESCAPED
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for k,v in updatedict.items():
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setlist.append("%s = %s" % (k, _escape(v)))
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for k,v in primarydict.items():
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wherelist.append("%s = %s" % (k, _escape(v)))
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if len(setlist) == 0 or len(wherelist) == 0:
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# Join the fragments into a comma-separated string
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setstring = ', '.join(setlist)
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wherestring = ' AND '.join(wherelist)
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# Build the whole query as an UPDATE statement
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query = ("UPDATE %s SET %s WHERE %s;"
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% (tablename, setstring, wherestring))
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def delete(self, primarydict, tablename, primary_keys, dry=False):
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"""Deletes a row in the table, matching against primarydict to find
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primarydict, tablename, primary_keys: See update.
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if not DB.check_dict(primarydict, primary_keys, must=True):
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raise DBException("Supplied dictionary contains invalid or missing fields (2).")
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for k,v in primarydict.items():
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wherelist.append("%s = %s" % (k, _escape(v)))
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if len(wherelist) == 0:
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wherestring = ' AND '.join(wherelist)
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query = ("DELETE FROM %s WHERE %s;" % (tablename, wherestring))
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def get_single(self, primarydict, tablename, getfields, primary_keys,
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error_notfound="No rows found", dry=False):
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"""Retrieves a single row from a table, returning it as a dictionary
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mapping field names to values. Matches against primarydict to find the
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primarydict, tablename, primary_keys: See update/delete.
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getfields: Collection of strings; the field names which will be
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returned as keys in the dictionary.
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error_notfound: Error message if 0 rows match.
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Raises a DBException if 0 rows match, with error_notfound as the msg.
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Raises an AssertError if >1 rows match (this should not happen if
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primary_keys is indeed the primary key).
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if not DB.check_dict(primarydict, primary_keys, must=True):
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raise DBException("Supplied dictionary contains invalid or missing fields (3).")
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for k,v in primarydict.items():
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wherelist.append("%s = %s" % (k, _escape(v)))
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if len(getfields) == 0 or len(wherelist) == 0:
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# Join the fragments into a comma-separated string
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getstring = ', '.join(getfields)
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wherestring = ' AND '.join(wherelist)
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# Build the whole query as an SELECT statement
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query = ("SELECT %s FROM %s WHERE %s;"
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% (getstring, tablename, wherestring))
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result = self.db.query(query)
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# Expecting exactly one
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if result.ntuples() != 1:
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# It should not be possible for ntuples to be greater than 1
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assert (result.ntuples() < 1)
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raise DBException(error_notfound)
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# Return as a dictionary
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return result.dictresult()[0]
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def get_all(self, tablename, getfields, dry=False):
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"""Retrieves all rows from a table, returning it as a list of
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dictionaries mapping field names to values.
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tablename, getfields: See get_single.
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if len(getfields) == 0:
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getstring = ', '.join(getfields)
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query = ("SELECT %s FROM %s;" % (getstring, tablename))
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return self.db.query(query).dictresult()
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def start_transaction(self, dry=False):
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"""Starts a DB transaction.
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Will not commit any changes until self.commit() is called.
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query = "START TRANSACTION;"
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def commit(self, dry=False):
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"""Commits (ends) a DB transaction.
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Commits all changes since the call to start_transaction.
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def rollback(self, dry=False):
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"""Rolls back (ends) a DB transaction, undoing all changes since the
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call to start_transaction.
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# USER MANAGEMENT FUNCTIONS #
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login_primary = frozenset(["login"])
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login_fields_list = [
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"login", "passhash", "state", "unixid", "email", "nick", "fullname",
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"rolenm", "studentid", "acct_exp", "pass_exp", "last_login", "svn_pass"
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login_fields = frozenset(login_fields_list)
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def create_user(self, user_obj=None, dry=False, **kwargs):
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"""Creates a user login entry in the database.
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Two ways to call this - passing a user object, or passing
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all fields as separate arguments.
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Either pass a "user_obj" as the first argument (in which case other
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fields will be ignored), or pass all fields as arguments.
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All user fields are to be passed as args. The argument names
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are the field names of the "login" table of the DB schema.
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However, instead of supplying a "passhash", you must supply a
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"password" argument, which will be hashed internally.
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Also "state" must not given explicitly; it is implicitly set to
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Raises an exception if the user already exists, or the dict contains
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invalid keys or is missing required keys.
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if 'passhash' in kwargs:
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raise DBException("Supplied arguments include passhash (invalid) (1).")
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# Make a copy of the dict. Change password to passhash (hashing it),
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# and set 'state' to "no_agreement".
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fields = copy.copy(kwargs)
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# Use the user object
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fields = dict(user_obj)
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if 'password' in fields:
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fields['passhash'] = _passhash(fields['password'])
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del fields['password']
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# Convert role to rolenm
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fields['rolenm'] = str(user_obj.role)
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fields['state'] = "no_agreement"
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# else, we'll trust the user, but it SHOULD be "no_agreement"
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# (We can't change it because then the user object would not
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if 'local_password' in fields:
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del fields['local_password']
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return self.insert(fields, "login", self.login_fields, dry=dry)
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def get_user_loginid(self, login, dry=False):
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"""Given a login, returns the integer loginid for this user.
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Raises a DBException if the login is not found in the DB.
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userdict = self.get_single({"login": login}, "login",
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['loginid'], self.login_primary,
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error_notfound="get_user_loginid: No user with that login name",
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return userdict # Query string
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return userdict['loginid']
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# PROBLEM AND PROBLEM ATTEMPT FUNCTIONS #
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def get_problem_problemid(self, exercisename, dry=False):
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"""Given an exercise name, returns the associated problemID.
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If the exercise name is NOT in the database, it inserts it and returns
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the new problemID. Hence this may mutate the DB, but is idempotent.
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d = self.get_single({"identifier": exercisename}, "problem",
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['problemid'], frozenset(["identifier"]),
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return d # Query string
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# Shouldn't try again, must have failed for some other reason
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# if we failed to get a problemid, it was probably because
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# the exercise wasn't in the db. So lets insert it!
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# The insert can fail if someone else simultaneously does
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# the insert, so if the insert fails, we ignore the problem.
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self.insert({'identifier': exercisename}, "problem",
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frozenset(['identifier']))
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# Assuming the insert succeeded, we should be able to get the
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d = self.get_single({"identifier": exercisename}, "problem",
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['problemid'], frozenset(["identifier"]))
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return d['problemid']
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def insert_problem_attempt(self, login, exercisename, date, complete,
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"""Inserts the details of a problem attempt into the database.
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exercisename: Name of the exercise. (identifier field of problem
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table). If this exercise does not exist, also creates a new row in
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the problem table for this exercise name.
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login: Name of the user submitting the attempt. (login field of the
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date: struct_time, the date this attempt was made.
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complete: bool. Whether the test passed or not.
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attempt: Text of the attempt.
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Note: Even if dry, will still physically call get_problem_problemid,
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which may mutate the DB, and get_user_loginid, which may fail.
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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'problemid': problemid,
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'complete': complete,
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}, 'problem_attempt',
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frozenset(['problemid','loginid','date','complete','attempt']),
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def write_problem_save(self, login, exercisename, date, text, dry=False):
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"""Writes text to the problem_save table (for when the user saves an
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exercise). Creates a new row, or overwrites an existing one if the
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user has already saved that problem.
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(Unlike problem_attempt, does not keep historical records).
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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'problemid': problemid,
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frozenset(['problemid','loginid','date','text']),
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except pg.ProgrammingError:
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# May have failed because this problemid/loginid row already
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# exists (they have a unique key constraint).
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# Do an update instead.
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# Shouldn't try again, must have failed for some other reason
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'problemid': problemid,
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frozenset(['date', 'text']),
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frozenset(['problemid', 'loginid']))
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def get_problem_stored_text(self, login, exercisename, dry=False):
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"""Given a login name and exercise name, returns the text of the
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last saved/submitted attempt for this question.
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Returns None if the user has not saved or made an attempt on this
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(If the user has both saved and submitted, it returns whichever was
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Note: Even if dry, will still physically call get_problem_problemid,
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which may mutate the DB, and get_user_loginid, which may fail.
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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# This very complex query finds all submissions made by this user for
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# this problem, as well as the save made by this user for this
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# problem, and returns the text of the newest one.
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# (Whichever is newer out of the save or the submit).
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query = """SELECT text FROM
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(SELECT * FROM problem_save WHERE loginid = %d AND problemid = %d)
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(SELECT problemid, loginid, date, text FROM problem_attempt
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AS problem_attempt (problemid, loginid, date, text)
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WHERE loginid = %d AND problemid = %d AND active)
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LIMIT 1;""" % (loginid, problemid, loginid, problemid)
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result = self.db.query(query)
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if result.ntuples() == 1:
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# The user has made at least 1 attempt. Return the newest.
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return result.getresult()[0][0]
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def get_problem_attempts(self, login, exercisename, allow_inactive=True,
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"""Given a login name and exercise name, returns a list of dicts, one
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for each attempt made for that exercise.
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Dicts are {'date': 'formatted_time', 'complete': bool}.
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Ordered with the newest first.
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Note: By default, returns de-activated problem attempts (unlike
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get_problem_stored_text).
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If allow_inactive is False, will not return disabled attempts.
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Note: Even if dry, will still physically call get_problem_problemid,
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which may mutate the DB, and get_user_loginid, which may fail.
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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andactive = '' if allow_inactive else ' AND active'
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query = """SELECT date, complete FROM problem_attempt
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WHERE loginid = %d AND problemid = %d%s
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ORDER BY date DESC;""" % (loginid, problemid, andactive)
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result = self.db.query(query).getresult()
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# Make into dicts (could use dictresult, but want to convert values)
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return [{'date': date, 'complete': _parse_boolean(complete)}
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for date, complete in result]
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def get_problem_attempt(self, login, exercisename, as_of,
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allow_inactive=True, dry=False):
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"""Given a login name, exercise name, and struct_time, returns the
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text of the submitted attempt for this question as of that date.
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Returns None if the user had not made an attempt on this problem at
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Note: By default, returns de-activated problem attempts (unlike
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get_problem_stored_text).
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If allow_inactive is False, will not return disabled attempts.
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Note: Even if dry, will still physically call get_problem_problemid,
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which may mutate the DB, and get_user_loginid, which may fail.
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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# Very similar to query in get_problem_stored_text, but without
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# looking in problem_save, and restricting to a certain date.
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andactive = '' if allow_inactive else ' AND active'
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query = """SELECT attempt FROM problem_attempt
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WHERE loginid = %d AND problemid = %d%s AND date <= %s
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LIMIT 1;""" % (loginid, problemid, andactive, _escape(as_of))
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result = self.db.query(query)
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if result.ntuples() == 1:
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# The user has made at least 1 attempt. Return the newest.
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return result.getresult()[0][0]
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def get_problem_status(self, login, exercisename, dry=False):
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"""Given a login name and exercise name, returns information about the
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user's performance on that problem.
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- A boolean, whether they have successfully passed this exercise.
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- An int, the number of attempts they have made up to and
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including the first successful attempt (or the total number of
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attempts, if not yet successful).
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Note: exercisename may be an int, in which case it will be directly
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used as the problemid.
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if isinstance(exercisename, int):
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problemid = exercisename
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problemid = self.get_problem_problemid(exercisename)
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loginid = self.get_user_loginid(login) # May raise a DBException
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# ASSUME that it is completed, get the total number of attempts up to
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# and including the first successful attempt.
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# (Get the date of the first successful attempt. Then count the number
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# of attempts made <= that date).
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# Will return an empty table if the problem has never been
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# successfully completed.
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query = """SELECT COUNT(*) FROM problem_attempt
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WHERE loginid = %d AND problemid = %d AND active AND date <=
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(SELECT date FROM problem_attempt
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WHERE loginid = %d AND problemid = %d AND complete AND active
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LIMIT 1);""" % (loginid, problemid, loginid, problemid)
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result = self.db.query(query)
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count = int(result.getresult()[0][0])
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# The user has made at least 1 successful attempt.
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# Return True for success, and the number of attempts up to and
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# including the successful one.
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# Returned 0 rows - this indicates that the problem has not been
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# Return the total number of attempts, and False for success.
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query = """SELECT COUNT(*) FROM problem_attempt
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WHERE loginid = %d AND problemid = %d AND active;""" % (loginid, problemid)
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result = self.db.query(query)
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count = int(result.getresult()[0][0])
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return (False, count)
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# WORKSHEET/PROBLEM ASSOCIATION AND MARKS CALCULATION
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def calculate_score_worksheet(self, login, subject, worksheet):
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Calculates the score for a user on a given worksheet.
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Returns a 4-tuple of ints, consisting of:
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(No. mandatory exercises completed,
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Total no. mandatory exercises,
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No. optional exercises completed,
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Total no. optional exercises)
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self.start_transaction()
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# Get a list of problems and optionality for all problems in the
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query = ("""SELECT problemid, optional FROM worksheet_problem
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WHERE worksheetid = (SELECT worksheetid FROM worksheet
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WHERE subject = %s and identifier = %s);"""
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% (_escape(subject), _escape(worksheet)))
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result = self.db.query(query)
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# Now get the student's pass/fail for each problem in this worksheet
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for problemid, optional in result.getresult():
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done, _ = self.get_problem_status(login, problemid)
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# done is a bool, whether this student has completed that
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if _parse_boolean(optional):
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if done: opt_done += 1
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if done: mand_done += 1
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return mand_done, mand_total, opt_done, opt_total
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# ENROLMENT INFORMATION
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def add_enrolment(self, login, subj_code, semester, year=None, dry=False):
701
Enrol a student in the given offering of a subject.
702
Returns True on success, False on failure (which usually means either
703
the student is already enrolled in the subject, the student was not
704
found, or no offering existed with the given details).
705
The return value can usually be ignored.
707
subj_code = str(subj_code)
708
semester = str(semester)
710
year = str(time.gmtime().tm_year)
714
INSERT INTO enrolment (loginid, offeringid)
716
(SELECT loginid FROM login WHERE login=%s),
718
FROM offering, subject, semester
719
WHERE subject.subjectid = offering.subject
720
AND semester.semesterid = offering.semesterid
721
AND subj_code=%s AND semester=%s AND year=%s)
722
);""" % (_escape(login), _escape(subj_code), _escape(semester),
727
result = self.db.query(query)
728
except pg.ProgrammingError:
732
# SUBJECTS AND ENROLEMENT
734
def get_offering_semesters(self, subjectid, dry=False):
736
Get the semester information for a subject as well as providing
737
information about if the subject is active and which semester it is in.
740
SELECT offeringid, subj_name, year, semester, active
741
FROM semester, offering, subject
742
WHERE offering.semesterid = semester.semesterid AND
743
offering.subject = subject.subjectid AND
744
offering.subject = %d;"""%subjectid
747
results = self.db.query(query).dictresult()
748
# Parse boolean varibles
749
for result in results:
750
result['active'] = _parse_boolean(result['active'])
753
def get_offering_members(self, offeringid, dry=False):
755
Gets the logins of all the people enroled in an offering
758
SELECT login.login AS login, login.fullname AS fullname
759
FROM login, enrolment
760
WHERE login.loginid = enrolment.loginid AND
761
enrolment.offeringid = %d
762
ORDER BY login.login;"""%offeringid
765
return self.db.query(query).dictresult()
768
def get_enrolment_groups(self, login, offeringid, dry=False):
770
Get all groups the user is member of in the given offering.
771
Returns a list of dicts (all values strings), with the keys:
775
SELECT project_group.groupnm as name, project_group.nick as nick
776
FROM project_set, project_group, group_member, login
778
AND project_set.offeringid=%s
779
AND group_member.loginid=login.loginid
780
AND project_group.groupid=group_member.groupid
781
AND project_group.projectsetid=project_set.projectsetid
782
""" % (_escape(login), _escape(offeringid))
785
return self.db.query(query).dictresult()
789
def get_offering_info(self, projectsetid, dry=False):
790
"""Takes information from projectset and returns useful information
791
about the subject and semester. Returns as a dictionary.
794
SELECT subjectid, subj_code, subj_name, subj_short_name, url, year, semester,
796
FROM subject, offering, semester, project_set
797
WHERE offering.subject = subject.subjectid AND
798
offering.semesterid = semester.semesterid AND
799
project_set.offeringid = offering.offeringid AND
800
project_set.projectsetid = %d;"""%projectsetid
803
return self.db.query(query).dictresult()[0]
805
def get_projectgroup_members(self, groupid, dry=False):
806
"""Returns the logins of all students in a project group
809
SELECT login.login as login, login.fullname as fullname
810
FROM login, group_member
811
WHERE login.loginid = group_member.loginid AND
812
group_member.groupid = %d
813
ORDER BY login.login;"""%groupid
816
return self.db.query(query).dictresult()
818
def get_projectsets_by_offering(self, offeringid, dry=False):
819
"""Returns all the projectsets in a particular offering"""
821
SELECT projectsetid, max_students_per_group
823
WHERE project_set.offeringid = %d;"""%offeringid
826
return self.db.query(query).dictresult()
828
def get_groups_by_projectset(self, projectsetid, dry=False):
829
"""Returns all the groups that are in a particular projectset"""
831
SELECT groupid, groupnm, nick, createdby, epoch
833
WHERE project_group.projectsetid = %d;"""%projectsetid
836
return self.db.query(query).dictresult()
839
"""Close the DB connection. Do not call any other functions after
840
this. (The behaviour of doing so is undefined).