Changeset 12857
- Timestamp:
- 15 Apr 2015, 14:28:46 (10 years ago)
- Location:
- main/waeup.kofa/trunk
- Files:
-
- 3 edited
Legend:
- Unmodified
- Added
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main/waeup.kofa/trunk/docs/source/userdocs/datacenter.rst
r12829 r12857 3 3 Data Center 4 4 *********** 5 6 .. contents:: 7 8 Introduction 9 ============ 10 11 Most web portals store their data in a relational database like PostgreSQL, MySQL or Oracle. A relational database is organized in tables of rows and columns, with a unique key for each row. Each data entity gets its own table. Rows in tables can be linked to rows in other tables by storing the unique key of the row to which it should be linked. This sounds quite simple. Many computer users are familiar with this kind of data storage because they are used to spreadsheet programmes like Excel oder Calc which also organize data in tables. 12 13 Kofa's persistent data are stored in a native object database designed for the Python programming language, the so-called ZODB_. An object database stores objects with attributes and not records as rows with columns in tables. These persistent objects can hold any kind of information in attributes and must not adhere to a specific schema like records in tables of a relational database. 14 15 The ZODB_ also supports a hierarchical, treelike storage of objects. Objects can contain other objects if they are declared as containers. Objects are stored like folders and files in a filesystem. This makes the object handling very fast and transparent because we can access objects, or more precisely views of objects, by indicating their path in the database, i.e. by traversing the database tree to find an object. Furthermore, we are accessing the views of objects through a web browser by entering a URL (Uniform Resource Locator). This publication path corresponds more or less to the traversal path of our objects. In Kofa the path always contains the object identifiers of all objects which are passed when traversing the database tree. Example: 16 17 https://kofa-demo.waeup.org/students/K1000000/studycourse/100/DCO 18 19 is the URL which requests a display view of a course ticket with id 'DCO'. This object is stored in a study level container object with id '100', stored in a study course container object with id 'studycourse', stored in the student container object with id 'K1000000', stored in the students root container, stored in the root container of the application, stored in the root of the database itself. 20 21 This kind of storage requires that each object gets a unique object identifier (object id) within its container. The id string is visible in the browser address bar. Though it's technically possible for ids to contain spaces or slashes we do not allow these kinds of special characters in object ids to facilitate the readability of URLs. 22 23 Administrators of web portals, which store their data in relational databases, are used to getting direct access to the portal's database. There are even tools to handle the administration of these databases over the Internet, like phpMyAdmin or phpPgAdmin to handle MySQL or PostgreSQL databases respectively. These user interfaces bypass the portals' user interfaces and give direct access to the database. They allow to easily import or export (dump) data tables or the entire database structure into CSV or SQL files. What at first sight appears to be very helpful and administration-friendly proves to be very dangerous on closer inspection. Data structures can be easily damaged or destroyed, or data can be easily manipulated by circumventing the portal's security machinery or logging system. Kofa does not provide any external user interface to access the ZODB directly, neither for viewing nor for editing data. This includes also the export and import of sets of data. Exports and imports are handled via the Kofa user interface itself. This is called batch processing which means either producing CSV files (comma-separated values) from portal data (export) or processing CSV files in order to add, update or remove portal data (import). Main premise of Kofa's batch processing technology is that the data stored in the ZODB can be specifically backed up and restored by exporting and importing data. But that's not all. Batch processors can do much more. They are an integral part of the student registration management. 24 25 Data Export 26 =========== 27 28 Regular data exporters (1) collect objects from specific containers, (2) iterate over the collected objects, (3) extract and mangle information from each object, (4) write the information of each object into a row of a CSV file and (5) finally provide the file for download. The CSV file is neither stored in the database nor archived in the filesystem. (3) and (4) is a flattening of the hierarchical data structure, i.e. a mapping of objects to flat relational data stored in a CSV table. The extracted information must not necessarily be based only on static attributes of the collected object. The data, finally stored in the CSV file, can also be derived from parent or child objects, or dynamically computed by the object's methods and property attributes. These methods and properties can retrieve information from everywhere in the portal's database. 29 30 .. autoclass:: waeup.kofa.university.export.FacultyExporter() 31 :noindex: 32 33 .. autoattribute:: waeup.kofa.university.export.FacultyExporter.fields 34 .. autoattribute:: waeup.kofa.university.export.FacultyExporter.title 35 36 .. automethod:: waeup.kofa.university.export.FacultyExporter.mangle_value() 37 38 39 40 41 Data Import 42 =========== 43 44 Logging 45 ======= 46 47 48 49 50 51 52 53 .. _ZODB: http://www.zodb.org/ -
main/waeup.kofa/trunk/src/waeup/kofa/university/export.py
r10185 r12857 25 25 26 26 class FacultyExporter(grok.GlobalUtility, ExporterBase): 27 """Exporter for faculties. 27 """The FacultyExporter exports all faculties in the 'faculties' 28 container. This is the only place where faculties are stored. 28 29 """ 29 30 grok.implements(ICSVExporter) 30 31 grok.name('faculties') 31 32 32 #: Fieldnames considered by this exporter33 33 fields = ('code', 'title', 'title_prefix', 'users_with_local_roles') 34 34 35 #: The title under which this exporter will be displayed36 35 title = _(u'Faculties') 37 36 38 37 def mangle_value(self, value, name, context=None): 39 """Hook for mangling values in derived classes 38 """The users_with_local_roles column contains Python expression like: 39 40 ``[{'user_name': u'bob', 'local_role': u'bobsrole'}, 41 {'user_name': u'anna', 'local_role': u'annasrole'}]`` 40 42 """ 41 43 if name == 'users_with_local_roles': 42 44 value = [] 43 45 role_map = IPrincipalRoleMap(context) 44 for local_role, user_name, setting in role_map.getPrincipalsAndRoles(): 46 for local_role, user_name, setting in \ 47 role_map.getPrincipalsAndRoles(): 45 48 value.append({'user_name':user_name,'local_role':local_role}) 46 49 return super(FacultyExporter, self).mangle_value( … … 49 52 def export(self, faculties, filepath=None): 50 53 """Export `faculties`, an iterable, as CSV file. 51 52 54 If `filepath` is ``None``, a raw string with CSV data is returned. 53 55 """ … … 59 61 def export_all(self, site, filepath=None): 60 62 """Export faculties in facultycontainer into filepath as CSV data. 61 62 63 If `filepath` is ``None``, a raw string with CSV data is returned. 63 64 """ … … 75 76 'users_with_local_roles') 76 77 77 #: The title under which this exporter will be displayed78 78 title = _(u'Departments') 79 79 … … 90 90 def export_all(self, site, filepath=None): 91 91 """Export departments in faculty into filepath as CSV data. 92 93 92 If `filepath` is ``None``, a raw string with CSV data is returned. 94 93 """ … … 115 114 116 115 def mangle_value(self, value, name, context=None): 117 """ Hook for mangling values in derived classes116 """ 118 117 """ 119 118 if name == 'users_with_local_roles': 120 119 value = [] 121 120 role_map = IPrincipalRoleMap(context) 122 for local_role, user_name, setting in role_map.getPrincipalsAndRoles(): 121 for local_role, user_name, setting in \ 122 role_map.getPrincipalsAndRoles(): 123 123 value.append({'user_name':user_name,'local_role':local_role}) 124 124 elif name == 'faculty_code': -
main/waeup.kofa/trunk/src/waeup/kofa/utils/batching.py
r12811 r12857 437 437 438 438 def mangle_value(self, value, name, context=None): 439 """Hook for mangling values in derived classes 439 """Hook for mangling values in derived classes. 440 440 """ 441 441 if isinstance(value, bool):
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