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Revision 1002 - (show annotations)
Thu May 22 19:41:57 2003 UTC (21 years, 9 months ago) by frank
Original Path: trunk/thuban/Thuban/Model/transientdb.py
File MIME type: text/x-python
File size: 18715 byte(s)
(TransientJoinedTable.__doc__): Typo fixed.

1 # Copyright (C) 2003 by Intevation GmbH
2 # Authors:
3 # Bernhard Herzog <[email protected]>
4 #
5 # This program is free software under the GPL (>=v2)
6 # Read the file COPYING coming with the software for details.
7
8 """Database for transient data
9
10 This database is intended for data representations needed during the
11 lifetime of a Thuban session but which is not permanent. Examples of
12 this are for instance a join of two DBF files where the DBF files are
13 the permanent representation of the data and the join only exists in the
14 Thuban session and is reconstructed when the session is opened.
15 """
16
17 __version__ = "$Revision$"
18 # $Source$
19 # $Id$
20
21 import os
22 import weakref
23 from sqlite import connect
24
25 import table
26
27 sql_type_map = {
28 table.FIELDTYPE_INT: "INTEGER",
29 table.FIELDTYPE_STRING: "VARCHAR",
30 table.FIELDTYPE_DOUBLE: "FLOAT",
31 }
32
33 type_converter_map = {
34 table.FIELDTYPE_INT: int,
35 table.FIELDTYPE_STRING: str,
36 table.FIELDTYPE_DOUBLE: float,
37 }
38
39 class TransientDatabase:
40
41 def __init__(self, filename):
42 self.filename = filename
43 self.conn = connect(filename)
44 # Counters to produce unique table and column names
45 self.num_tables = 0
46 self.num_cols = 0
47 # Since there's only once process using the SQLite database, we
48 # might be able to get a tad more speed with default_synchronous
49 # OFF. So far I haven't seen any measurable speedup, though.
50 #self.execute("PRAGMA default_synchronous = OFF")
51
52 def __del__(self):
53 self.close()
54
55 def close(self):
56 if self.conn is not None:
57 self.conn.close()
58 self.conn = None
59
60 def new_table_name(self):
61 self.num_tables += 1
62 return "Table%03d" % self.num_tables
63
64 def new_column_name(self):
65 self.num_cols += 1
66 return "Col%03d" % self.num_cols
67
68 def execute(self, *args):
69 """execute the SQL statement in the database and return the result"""
70 cursor = self.conn.cursor()
71 cursor.execute(*args)
72 result = cursor.fetchone()
73 self.conn.commit()
74 return result
75
76 def cursor(self):
77 return self.conn.cursor()
78
79
80 class ColumnReference:
81
82 def __init__(self, name, type, internal_name):
83 self.name = name
84 self.type = type
85 self.internal_name = internal_name
86
87
88 class TransientTableBase(table.OldTableInterfaceMixin):
89
90 """Base class for tables in the transient database"""
91
92 def __init__(self, transient_db):
93 """Initialize the table for use with the given transient db"""
94 self.db = transient_db
95 self.tablename = self.db.new_table_name()
96 self.indexed_columns = {}
97 self.read_record_cursor = None
98 self.read_record_last_row = None
99 self.read_record_last_result = None
100
101 def create(self, columns):
102 self.columns = columns
103 self.name_to_column = {}
104 self.orig_names = []
105 self.internal_to_orig = {}
106 self.orig_to_internal = {}
107 self.column_map = {}
108
109 # Create the column objects and fill various maps and lists
110 for index in range(len(self.columns)):
111 col = self.columns[index]
112 self.name_to_column[col.name] = col
113 self.orig_names.append(col.name)
114 self.internal_to_orig[col.internal_name] = col.name
115 self.orig_to_internal[col.name] = col.internal_name
116 self.column_map[col.name] = col
117 self.column_map[index] = col
118
119 # Build the CREATE TABLE statement and create the table in the
120 # database
121 table_types = ["id INTEGER PRIMARY KEY"]
122 for col in self.columns:
123 table_types.append("%s %s" % (col.internal_name,
124 sql_type_map[col.type]))
125 table_stmt = "CREATE TABLE %s (\n %s\n);" % (self.tablename,
126 ",\n ".join(table_types))
127 self.db.execute(table_stmt)
128
129 def transient_table(self):
130 """
131 Return a table whose underlying implementation is in the transient db
132 """
133 return self
134
135 def ensure_index(self, column):
136 """Ensure that there's an index on the given column"""
137 if not column in self.indexed_columns:
138 internal_name = self.orig_to_internal[column]
139 indexname = "Index_%s_%s" % (self.tablename, internal_name)
140 stmt = "CREATE INDEX %s ON %s (%s);" % (indexname, self.tablename,
141 internal_name)
142 self.db.execute(stmt)
143 self.indexed_columns[column] = 1
144
145 def NumColumns(self):
146 return len(self.columns)
147
148 def NumRows(self):
149 result = self.db.execute("SELECT count(*) FROM %s;" % self.tablename)
150 return int(result[0])
151
152 def Columns(self):
153 return self.columns
154
155 def Column(self, col):
156 return self.column_map[col]
157
158 def HasColumn(self, col):
159 """Return whether the table has a column with the given name or index
160 """
161 return self.column_map.has_key(col)
162
163 def ReadRowAsDict(self, index):
164 # Implementation Strategy: Executing a completely new select
165 # statement every time this method is called is too slow. The
166 # most important usage is to read the records more or less
167 # sequentially. This happens e.g. when drawing a layer with a
168 # classification where the shapes are drawn in order of the
169 # shape ids. Another pattern is that the same row is requested
170 # several times in a row. This happens in the table view, for
171 # instance.
172
173 # We can exploit this to make access faster by having one cursor
174 # open all the time and keeping the last row read around in case
175 # the same row is accessed again the next time and if the row
176 # index is larger than the row we have read last we simply fetch
177 # rows from the cursor until we've reached the requested row. If
178 # the requested row index is smaller then we start a new cursor.
179
180 # FIXME: So far this scheme seems to work well enough. Obvious
181 # improvements would be to start the cursor at exactly the
182 # requested row (should be efficient and easy to do now that the
183 # id is the primary key) and to perhaps to also start a new
184 # cursor if the requested index is much larger than the last row
185 # so that we don't read and discard lots of the rows.
186
187 # Check whether we have to start a new cursor
188 if self.read_record_cursor is None or index <self.read_record_last_row:
189 stmt = ("SELECT %s FROM %s;"
190 % (", ".join([c.internal_name for c in self.columns]),
191 self.tablename))
192 self.read_record_cursor = self.db.cursor()
193 self.read_record_cursor.execute(stmt)
194 self.read_record_last_row = -1
195 self.read_record_last_result = None
196
197 # Now we should have a cursor at a position less than or equal
198 # to the index so the following if statement will always set
199 # result to a suitable value
200 assert index >= self.read_record_last_row
201
202 if index == self.read_record_last_row:
203 result = self.read_record_last_result
204 else:
205 for i in range(index - self.read_record_last_row):
206 result = self.read_record_cursor.fetchone()
207 self.read_record_last_result = result
208 self.read_record_last_row = index
209 return dict(zip(self.orig_names, result))
210
211 def ReadValue(self, row, col):
212 """Return the value of the specified row and column
213
214 The col parameter may be the index of the column or its name.
215 """
216 # Depending on the actual access patterns of the table data, it
217 # might be a bit faster in some circumstances to not implement
218 # this via ReadRowAsDict, but this simple implementation should
219 # be fast enough for most purposes.
220 return self.ReadRowAsDict(row)[self.column_map[col].name]
221
222 def ValueRange(self, col):
223 col = self.column_map[col]
224 iname = col.internal_name
225 min, max = self.db.execute("SELECT min(%s), max(%s) FROM %s;"
226 % (iname, iname, self.tablename))
227 converter = type_converter_map[col.type]
228 return (converter(min), converter(max))
229
230 def UniqueValues(self, col):
231 iname = self.column_map[col].internal_name
232 cursor = self.db.cursor()
233 cursor.execute("SELECT %s FROM %s GROUP BY %s;"
234 % (iname, self.tablename, iname))
235 result = []
236 while 1:
237 row = cursor.fetchone()
238 if row is None:
239 break
240 result.append(row[0])
241 return result
242
243 def SimpleQuery(self, left, comparison, right):
244 """Return the indices of all rows that matching a condition.
245
246 Parameters:
247 left -- The column object for the left side of the comparison
248
249 comparison -- The comparison operator as a string. It must be
250 one of '==', '!=', '<', '<=', '>=', '>'
251
252 right -- The right hand side of the comparison. It must be
253 either a column object or a value, i.e. a string,
254 int or float.
255
256 The return value is a sorted list of the indices of the rows
257 where the condition is true.
258 """
259 if comparison not in ("==", "!=", "<", "<=", ">=", ">"):
260 raise ValueError("Comparison operator %r not allowed" % comparison)
261
262 if hasattr(right, "internal_name"):
263 right_template = right.internal_name
264 params = ()
265 else:
266 right_template = "%s"
267 params = (right,)
268
269 query = "SELECT id FROM %s WHERE %s %s %s ORDER BY id;" \
270 % (self.tablename, left.internal_name, comparison,
271 right_template)
272
273 cursor = self.db.cursor()
274 cursor.execute(query, params)
275 result = []
276 while 1:
277 row = cursor.fetchone()
278 if row is None:
279 break
280 result.append(row[0])
281 return result
282
283 def Dependencies(self):
284 """Placeholder for a method in a derived class.
285
286 Return a sequence with the tables and other data objects that
287 self depends on.
288 """
289 raise NotImplementedError
290
291
292 class TransientTable(TransientTableBase):
293
294 """A Table in a transient DB that starts as the copy of a Thuban Table."""
295
296 def __init__(self, transient_db, table):
297 """Create a new table in the given transient DB as a copy of table
298
299 The table argument can be any object implementing the Table
300 interface.
301 """
302 TransientTableBase.__init__(self, transient_db)
303 self.title = table.Title()
304 self.create(table)
305
306 def Title(self):
307 """Return the title of the table.
308
309 The title is the same as that of the original table
310 """
311 return self.title
312
313 def create(self, table):
314 columns = []
315 for col in table.Columns():
316 columns.append(ColumnReference(col.name, col.type,
317 self.db.new_column_name()))
318 TransientTableBase.create(self, columns)
319
320 # copy the input table to the transient db
321
322 # A key to insert to use for the formatting of the insert
323 # statement. The key must not be equal to any of the column
324 # names so we construct one by building a string of x's that is
325 # longer than any of the column names
326 id_key = max([len(col.name) for col in self.columns]) * "x"
327
328 insert_template = "INSERT INTO %s (id, %s) VALUES (%%(%s)s, %s);" \
329 % (self.tablename,
330 ", ".join([col.internal_name
331 for col in self.columns]),
332 id_key,
333 ", ".join(["%%(%s)s" % col.name
334 for col in self.columns]))
335 cursor = self.db.cursor()
336 for i in range(table.NumRows()):
337 row = table.ReadRowAsDict(i)
338 row[id_key] = i
339 cursor.execute(insert_template, row)
340 self.db.conn.commit()
341
342
343
344 class TransientJoinedTable(TransientTableBase):
345
346 """A Table in the transient DB that contains a join of two tables"""
347
348 def __init__(self, transient_db, left_table, left_field,
349 right_table, right_field = None):
350 """Create a new table in the transient DB as a join of two tables.
351
352 Both input tables, left_table and right_table must have a
353 transient_table method that returns a table object for a table
354 in the transient database. The join is performed on the condition
355 that the value of the left_field column the the left table is
356 equal to the value of the right_field in the right_table.
357
358 The joined table contains all columns of the input tables with
359 one exception: Any column in the right_table with the same name
360 as one of the columns in the left_table will be omitted. This is
361 somewhat of an implementation detail, but is done so that the
362 column names of the joined table can be the same as the column
363 names of the input tables without having to create prefixes.
364 """
365 TransientTableBase.__init__(self, transient_db)
366 self.dependencies = (left_table, right_table)
367 self.left_table = left_table.transient_table()
368 self.left_field = left_field
369 self.right_table = right_table.transient_table()
370 if right_field:
371 self.right_field = right_field
372 else:
373 self.right_field = self.left_field
374 self.create()
375
376 def Title(self):
377 """Return the title of the joined table"""
378 return "Join of %(left)s and %(right)s" \
379 % {"left": self.left_table.Title(),
380 "right": self.right_table.Title()}
381
382 def create(self):
383 """Internal: Create the table with the joined data"""
384 self.tablename = self.db.new_table_name()
385
386 self.right_table.ensure_index(self.right_field)
387
388 # Coalesce the column information
389 visited = {}
390 columns = []
391 for col in self.left_table.columns + self.right_table.columns:
392 if col.name in visited:
393 # We can't allow multiple columns with the same original
394 # name, so omit this one. FIXME: There should be a
395 # better solution.
396 continue
397 columns.append(col)
398 TransientTableBase.create(self, columns)
399
400 # Copy the joined data to the table.
401 internal_names = [col.internal_name for col in self.columns]
402 stmt = ("INSERT INTO %s (id, %s) SELECT %s.id, %s FROM %s"
403 " JOIN %s ON %s = %s;"
404 % (self.tablename,
405 ", ".join(internal_names),
406 self.left_table.tablename,
407 ", ".join(internal_names),
408 self.left_table.tablename,
409 self.right_table.tablename,
410 self.orig_to_internal[self.left_field],
411 self.orig_to_internal[self.right_field]))
412 self.db.execute(stmt)
413
414 def Dependencies(self):
415 """Return a tuple with the two tables the join depends on."""
416 return self.dependencies
417
418
419 class AutoTransientTable(table.OldTableInterfaceMixin):
420
421 """Table that copies data to a transient table on demand.
422
423 The AutoTransientTable takes another table as input and copies data
424 to a table in a TransientDatabase instance on demand.
425 """
426
427 def __init__(self, transient_db, table):
428 self.transient_db = transient_db
429 self.table = table
430 self.t_table = None
431
432 def Title(self):
433 """Return the title of the table.
434
435 The title is the same as that of the original table.
436 """
437 return self.table.Title()
438
439 def Columns(self):
440 return self.table.Columns()
441
442 def Column(self, col):
443 return self.table.Column(col)
444
445 def HasColumn(self, col):
446 """Return whether the table has a column with the given name or index
447 """
448 return self.table.HasColumn(col)
449
450 def NumRows(self):
451 return self.table.NumRows()
452
453 def NumColumns(self):
454 return self.table.NumColumns()
455
456 def ReadRowAsDict(self, record):
457 """Return the record no. record as a dict mapping field names to values
458 """
459 if self.t_table is not None:
460 return self.t_table.ReadRowAsDict(record)
461 else:
462 return self.table.ReadRowAsDict(record)
463
464 def ReadValue(self, row, col):
465 """Return the value of the specified row and column
466
467 The col parameter may be the index of the column or its name.
468 """
469 if self.t_table is not None:
470 return self.t_table.ReadValue(row, col)
471 else:
472 return self.table.ReadValue(row, col)
473
474 def copy_to_transient(self):
475 """Internal: Create a transient table and copy the data into it"""
476 self.t_table = TransientTable(self.transient_db, self)
477
478 def transient_table(self):
479 """
480 Return a table whose underlying implementation is in the transient db
481 """
482 if self.t_table is None:
483 self.copy_to_transient()
484 return self.t_table
485
486 def ValueRange(self, col):
487 if self.t_table is None:
488 self.copy_to_transient()
489 return self.t_table.ValueRange(col)
490
491 def UniqueValues(self, col):
492 if self.t_table is None:
493 self.copy_to_transient()
494 return self.t_table.UniqueValues(col)
495
496 def SimpleQuery(self, left, comparison, right):
497 if self.t_table is None:
498 self.copy_to_transient()
499 # Make sure to use the column object of the transient table. The
500 # left argument is always a column object so we can just ask the
501 # t_table for the right object.
502 if hasattr(right, "name"):
503 return self.t_table.SimpleQuery(self.t_table.Column(left.name),
504 comparison,
505 self.t_table.Column(right.name))
506 else:
507 return self.t_table.SimpleQuery(self.t_table.Column(left.name),
508 comparison, right)
509
510 def Dependencies(self):
511 """Return a tuple containing the original table"""
512 return (self.table,)

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