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# Database import/export
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import copy
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import csv
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import operator
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import warnings
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import sys
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import csvs
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import exc
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import dicts
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import sql
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import sql_gen
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import streams
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import strings
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import util
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##### Exceptions
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# Can't use built-in SyntaxError because it stringifies to only the first line
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class SyntaxError(Exception): pass
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##### Data cleanup
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null_strs = ['', '-', r'\N', 'NULL', 'UNKNOWN', 'nulo']
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def cleanup_table(db, table):
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    table = sql_gen.as_Table(table)
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    cols = filter(lambda c: sql_gen.is_text_col(db, c),
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        sql.table_cols(db, table))
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    try: pkey_col = sql.table_pkey_col(db, table)
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    except sql.DoesNotExistException: pass
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    else:
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        try: cols.remove(pkey_col)
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        except ValueError: pass
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    if not cols: return
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    db.log_debug('Cleaning up table', level=1.5)
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    expr = 'trim(both from %s)'
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    for null in null_strs: expr = 'nullif('+expr+', '+db.esc_value(null)+')'
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    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db))) for v in cols]
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    while True:
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        try:
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            sql.update(db, table, changes, in_place=True, recover=True)
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            break # successful
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        except sql.NullValueException, e:
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            db.log_debug('Caught exception: '+exc.str_(e))
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            col, = e.cols
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            sql.drop_not_null(db, col)
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    db.log_debug('Vacuuming and reanalyzing table', level=1.5)
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    sql.vacuum(db, table)
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##### Error tracking
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def track_data_error(db, errors_table, cols, value, error_code, error):
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    '''
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    @param errors_table If None, does nothing.
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    '''
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    if errors_table == None: return
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    col_names = [c.name for c in cols]
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    if not col_names: col_names = [None] # need at least one entry
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    for col_name in col_names:
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        try:
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            sql.insert(db, errors_table, dict(column=col_name, value=value,
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                error_code=error_code, error=error), recover=True,
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                cacheable=True, log_level=4)
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        except sql.DuplicateKeyException: pass
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class ExcToErrorsTable(sql_gen.ExcToWarning):
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    '''Handles an exception by saving it or converting it to a warning.'''
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    def __init__(self, return_, srcs, errors_table, value=None):
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        '''
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        @param return_ See sql_gen.ExcToWarning
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        @param srcs The column names for the errors table
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        @param errors_table None|sql_gen.Table
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        @param value The value (or an expression for it) that caused the error
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        @pre The invalid value must be in a local variable "value" of type text.
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        '''
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        sql_gen.ExcToWarning.__init__(self, return_)
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        value = sql_gen.as_Code(value)
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        self.srcs = srcs
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        self.errors_table = errors_table
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        self.value = value
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    def to_str(self, db):
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        if not self.srcs or self.errors_table == None:
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            return sql_gen.ExcToWarning.to_str(self, db)
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        errors_table_cols = map(sql_gen.Col,
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            ['column', 'value', 'error_code', 'error'])
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        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
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            [[c.name] for c in self.srcs]), order_by=None)
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        insert_query = sql.mk_insert_select(db, self.errors_table,
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            errors_table_cols,
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            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
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        return '''\
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-- Save error in errors table.
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DECLARE
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    error_code text := SQLSTATE;
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    error text := SQLERRM;
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    value text := '''+self.value.to_str(db)+''';
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    "column" text;
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BEGIN
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    -- Insert the value and error for *each* source column.
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'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
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    row_var=errors_table_cols[0]).to_str(db))+'''
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END;
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'''+self.return_.to_str(db)
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def data_exception_handler(*args, **kw_args):
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    '''Handles a data_exception by saving it or converting it to a warning.
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    For params, see ExcToErrorsTable().
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    '''
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    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
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def cast(db, type_, col, errors_table=None):
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    '''Casts an (unrenamed) column or value.
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    If errors_table set and col has srcs, saves errors in errors_table (using
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    col's srcs attr as source columns). Otherwise, converts errors to warnings.
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    @param col str|sql_gen.Col|sql_gen.Literal
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    @param errors_table None|sql_gen.Table|str
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    '''
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    col = sql_gen.as_Col(col)
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    # Don't convert exceptions to warnings for user-supplied constants
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    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
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    assert not isinstance(col, sql_gen.NamedCol)
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    function_name = strings.first_word(type_)
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    srcs = col.srcs
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    save_errors = errors_table != None and srcs
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    if save_errors: # function will be unique for the given srcs
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        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
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            *map(sql_gen.to_name_only_col, srcs)))
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    function = db.TempFunction(function_name)
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    # Create function definition
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    modifiers = 'STRICT'
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    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
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    value_param = sql_gen.FunctionParam('value', 'anyelement')
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    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
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        value_param.name)
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    body = sql_gen.CustomCode(handler.to_str(db, '''\
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/* The explicit cast to the return type is needed to make the cast happen
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inside the try block. (Implicit casts to the return type happen at the end
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of the function, outside any block.) */
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RETURN '''+sql_gen.Cast(type_, sql_gen.CustomCode('value')).to_str(db)+''';
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'''))
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    body.lang='plpgsql'
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    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
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        [value_param], modifiers))
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    return sql_gen.FunctionCall(function, col)
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def func_wrapper_exception_handler(db, return_, args, errors_table):
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    '''Handles a function call's data_exceptions.
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    Supports PL/Python functions.
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    @param return_ See data_exception_handler()
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    @param args [arg...] Function call's args
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    @param errors_table See data_exception_handler()
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    '''
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    args = filter(sql_gen.has_srcs, args)
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    srcs = sql_gen.cross_join_srcs(args)
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    value = sql_gen.merge_not_null(db, ',', args)
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    return sql_gen.NestedExcHandler(
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        data_exception_handler(return_, srcs, errors_table, value)
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        , sql_gen.plpythonu_error_handler
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        )
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def cast_temp_col(db, type_, col, errors_table=None):
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    '''Like cast(), but creates a new column with the cast values if the input
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    is a column.
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    @return The new column or cast value
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    '''
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    def cast_(col): return cast(db, type_, col, errors_table)
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    try: col = sql_gen.underlying_col(col)
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    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
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    table = col.table
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    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
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    expr = cast_(col)
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    # Add column
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    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
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    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
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    new_col.name = new_typed_col.name # propagate any renaming
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    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
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    return new_col
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def errors_table(db, table, if_exists=True):
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    '''
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    @param if_exists If set, returns None if the errors table doesn't exist
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    @return None|sql_gen.Table
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    '''
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    table = sql_gen.as_Table(table)
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    if table.srcs != (): table = table.srcs[0]
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    errors_table = sql_gen.suffixed_table(table, '.errors')
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    if if_exists and not sql.table_exists(db, errors_table): return None
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    return errors_table
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def mk_errors_table(db, table):
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    errors_table_ = errors_table(db, table, if_exists=False)
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    if sql.table_exists(db, errors_table_, cacheable=False): return
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    typed_cols = [
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        sql_gen.TypedCol('column', 'text'),
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        sql_gen.TypedCol('value', 'text'),
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        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
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        sql_gen.TypedCol('error', 'text', nullable=False),
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        ]
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    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
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    index_cols = ['column', 'value', 'error_code', 'error']
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    sql.add_index(db, index_cols, errors_table_, unique=True)
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##### Import
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row_num_col_def = copy.copy(sql.row_num_col_def)
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row_num_col_def.name = 'row_num'
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row_num_col_def.type = 'integer'
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def append_csv(db, table, reader, header):
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    assert sql.table_col_names(db, table) == header
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    def log(msg, level=1): db.log_debug(msg, level)
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    # Wrap in standardizing stream
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    cols_ct = len(header)
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    stream = csvs.InputRewriter(streams.ProgressInputStream(csvs.StreamFilter(
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        csvs.ColCtFilter(reader, cols_ct)), sys.stderr, msg='Read %d row(s)',
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        n=1000))
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    dialect = stream.dialect # use default dialect
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    # Create COPY FROM statement
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    copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
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        +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
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    assert not csvs.is_tsv(dialect)
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    copy_from += ' CSV'
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    if dialect.quoting != csv.QUOTE_NONE:
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        quote_str = db.esc_value(dialect.quotechar)
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        copy_from += ' QUOTE '+quote_str
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        if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
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    copy_from += ';\n'
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    log(copy_from, level=2)
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    try: db.db.cursor().copy_expert(copy_from, stream)
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    except Exception, e: sql.parse_exception(db, e, recover=True)
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def import_csv(db, table, reader, header):
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    def log(msg, level=1): db.log_debug(msg, level)
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    # Get format info
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    col_names = map(strings.to_unicode, header)
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    for i, col in enumerate(col_names): # replace empty column names
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        if col == '': col_names[i] = 'column_'+str(i)
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    # Select schema and escape names
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    def esc_name(name): return db.esc_name(name)
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    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
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    typed_cols.insert(0, row_num_col_def)
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    header.insert(0, row_num_col_def.name)
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    reader = csvs.RowNumFilter(reader)
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    log('Creating table')
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    # Note that this is not rolled back if the import fails. Instead, it is
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    # cached, and will not be re-run if the import is retried.
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    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
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    # Free memory used by deleted (rolled back) rows from any failed import.
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    # This MUST be run so that the rows will be stored in inserted order, and
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    # the row_num added after import will match up with the CSV's row order.
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    sql.truncate(db, table)
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    # Load the data
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    def load(): append_csv(db, table, reader, header)
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    sql.with_savepoint(db, load)
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    cleanup_table(db, table)
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def put(db, table, row, pkey_=None, row_ct_ref=None, on_error=exc.reraise):
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    '''Recovers from errors.
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    Only works under PostgreSQL (uses INSERT RETURNING).
296
    '''
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    return put_table(db, table, [], row, row_ct_ref, on_error=on_error)
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def get(db, table, row, pkey, row_ct_ref=None, create=False):
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    '''Recovers from errors'''
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    try:
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        return sql.value(sql.select(db, table, [pkey], row, limit=1,
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            recover=True))
304
    except StopIteration:
305
        if not create: raise
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        return put(db, table, row, pkey, row_ct_ref) # insert new row
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308
def is_func_result(col):
309
    return col.table.name.find('(') >= 0 and col.name == 'result'
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def into_table_name(out_table, in_tables0, mapping, is_func):
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    def in_col_str(in_col):
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        in_col = sql_gen.remove_col_rename(in_col)
314
        if isinstance(in_col, sql_gen.Col):
315
            table = in_col.table
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            if table == in_tables0:
317
                in_col = sql_gen.to_name_only_col(in_col)
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            elif is_func_result(in_col): in_col = table # omit col name
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        return strings.ustr(in_col)
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    str_ = strings.ustr(out_table)
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    if is_func:
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        str_ += '('
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        try: value_in_col = mapping['value']
326
        except KeyError:
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            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
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                for k, v in mapping.iteritems()))
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        else: str_ += in_col_str(value_in_col)
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331
        str_ += ')'
332
    else:
333
        out_col = 'rank'
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        try: in_col = mapping[out_col]
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        except KeyError: str_ += '_pkeys'
336
        else: # has a rank column, so hierarchical
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            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
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    return str_
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def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
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    col_defaults={}, on_error=exc.reraise):
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    '''Recovers from errors.
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    Only works under PostgreSQL (uses INSERT RETURNING).
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    Warning: This function's normalizing algorithm does not support database
346
    triggers that populate fields covered by a unique constraint. Such fields
347
    must be populated by the mappings instead.
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    (Other fields are not affected by this restriction on triggers.)
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    Note that much of the complexity of the normalizing algorithm is due to
351
    PostgreSQL (and other DB systems) not having a native command for
352
    insert/on duplicate select. This operation is a cross between MySQL's
353
    INSERT ON DUPLICATE KEY UPDATE (which does not provide SELECT
354
    functionality), and PostgreSQL's INSERT RETURNING (which throws an error
355
    instead of returning the existing row).
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    @param in_tables The main input table to select from, followed by a list of
357
        tables to join with it using the main input table's pkey
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    @param mapping dict(out_table_col=in_table_col, ...)
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        * out_table_col: str (*not* sql_gen.Col)
360
        * in_table_col: sql_gen.Col|literal-value
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    @param default The *output* column to use as the pkey for missing rows.
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        If this output column does not exist in the mapping, uses None.
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    @param col_defaults Default values for required columns.
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    @return sql_gen.Col Where the output pkeys are made available
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    '''
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    import psycopg2.extensions
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    # Special handling for functions with hstore params
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    if out_table == '_map':
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        import psycopg2.extras
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        psycopg2.extras.register_hstore(db.db)
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        # Parse args
374
        try: value = mapping.pop('value')
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        except KeyError: return None # value required
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        mapping = dict([(k, sql_gen.get_value(v))
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            for k, v in mapping.iteritems()]) # unwrap literal value
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        mapping = dict(map=mapping, value=value) # non-value params -> hstore
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    out_table = sql_gen.as_Table(out_table)
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    def log_debug(msg): db.log_debug(msg, level=1.5)
384
    def col_ustr(str_):
385
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
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387
    log_debug('********** New iteration **********')
388
    log_debug('Inserting these input columns into '+strings.as_tt(
389
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
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    is_function = sql.function_exists(db, out_table)
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    if is_function: row_ct_ref = None # only track inserted rows
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    # Warn if inserting empty table rows
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    if not mapping and not is_function: # functions with no args OK
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        warnings.warn(UserWarning('Inserting empty table row(s)'))
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    if is_function: out_pkey = 'result'
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    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
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    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
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    in_tables_ = copy.copy(in_tables) # don't modify input!
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    try: in_tables0 = in_tables_.pop(0) # first table is separate
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    except IndexError: in_tables0 = None
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    else:
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        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
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        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
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    # Determine if can use optimization for only literal values
411
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
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        mapping.values()), False)
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    is_literals_or_function = is_literals or is_function
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    if in_tables0 == None: errors_table_ = None
416
    else: errors_table_ = errors_table(db, in_tables0)
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    # Create input joins from list of input tables
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    input_joins = [in_tables0]+[sql_gen.Join(v,
420
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
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    orig_mapping = mapping.copy()
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    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
424
        mapping = {out_pkey: None} # ColDict will replace with default value
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    if not is_literals:
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        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
428
            is_function))
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        # Ensure into's out_pkey is different from in_pkey by prepending "out."
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        if is_function: into_out_pkey = out_pkey
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        else: into_out_pkey = 'out.'+out_pkey
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        # Set column sources
434
        in_cols = filter(sql_gen.is_table_col, mapping.values())
435
        for col in in_cols:
436
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
437
438
        log_debug('Joining together input tables into temp table')
439
        # Place in new table so don't modify input and for speed
440
        in_table = sql_gen.Table('in')
441
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
442
            in_cols, preserve=[in_pkey_col]))
443
        input_joins = [in_table]
444
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
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    # Wrap mapping in a sql_gen.ColDict.
447
    # sql_gen.ColDict sanitizes both keys and values passed into it.
448
    # Do after applying dicts.join() because that returns a plain dict.
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    mapping = sql_gen.ColDict(db, out_table, mapping)
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    # Save all rows since in_table may have rows deleted
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    if is_literals: pass
453
    elif is_function: full_in_table = in_table
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    else:
455
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
456 5530 aaronmk
        sql.copy_table(db, in_table, full_in_table)
457 3287 aaronmk
458 3077 aaronmk
    pkeys_table_exists_ref = [False]
459 5444 aaronmk
    def insert_into_pkeys(query, **kw_args):
460 3077 aaronmk
        if pkeys_table_exists_ref[0]:
461 4484 aaronmk
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
462
                **kw_args)
463 3077 aaronmk
        else:
464 6800 aaronmk
            kw_args.setdefault('add_pkey_', True)
465
466
            sql.run_query_into(db, query, into=into, **kw_args)
467 3077 aaronmk
            pkeys_table_exists_ref[0] = True
468
469 5523 aaronmk
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
470 3418 aaronmk
471 3431 aaronmk
    if is_literals: insert_in_table = None
472
    else:
473
        insert_in_table = in_table
474
        insert_in_tables = [insert_in_table]
475 3352 aaronmk
    join_cols = sql_gen.ColDict(db, out_table)
476 3077 aaronmk
477
    exc_strs = set()
478
    def log_exc(e):
479
        e_str = exc.str_(e, first_line_only=True)
480
        log_debug('Caught exception: '+e_str)
481 3552 aaronmk
        if e_str in exc_strs: # avoid infinite loops
482
            log_debug('Exception already seen, handler broken')
483
            on_error(e)
484
            remove_all_rows()
485 5718 aaronmk
            return False
486 3552 aaronmk
        else: exc_strs.add(e_str)
487 5718 aaronmk
        return True
488 3077 aaronmk
489 5377 aaronmk
    ignore_all_ref = [False]
490 3077 aaronmk
    def remove_all_rows():
491
        log_debug('Ignoring all rows')
492 5377 aaronmk
        ignore_all_ref[0] = True # just return the default value column
493 3077 aaronmk
494 5889 aaronmk
    def handle_unknown_exc(e):
495
        log_debug('No handler for exception')
496
        on_error(e)
497
        remove_all_rows()
498
499 5504 aaronmk
    def ensure_cond(cond, e, passed=False, failed=False):
500 5449 aaronmk
        if is_literals: # we know the constraint was applied exactly once
501
            if passed: pass
502
            elif failed: remove_all_rows()
503
            else: raise NotImplementedError()
504 3704 aaronmk
        else:
505 5888 aaronmk
            if not is_function:
506
                out_table_cols = sql_gen.ColDict(db, out_table)
507
                out_table_cols.update(util.dict_subset_right_join({},
508
                    sql.table_col_names(db, out_table)))
509 3704 aaronmk
510
            in_cols = []
511 7117 aaronmk
            cond = strings.ustr(cond)
512 5818 aaronmk
            orig_cond = cond
513 5367 aaronmk
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
514 5888 aaronmk
            if not is_function:
515
                cond = sql_gen.map_expr(db, cond, out_table_cols)
516 3704 aaronmk
517 5442 aaronmk
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
518 5449 aaronmk
            cur = None
519
            if cond == sql_gen.false_expr:
520
                assert failed
521
                remove_all_rows()
522
            elif cond == sql_gen.true_expr: assert passed
523 5895 aaronmk
            else:
524
                while True:
525
                    not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
526
                    try:
527
                        cur = sql.delete(db, insert_in_table, not_cond)
528
                        break
529
                    except sql.DoesNotExistException, e:
530
                        if e.type != 'column': raise
531
532
                        last_cond = cond
533
                        cond = sql_gen.map_expr(db, cond, {e.name: None})
534
                        if cond == last_cond: raise # not fixable
535 5449 aaronmk
536 5827 aaronmk
            # If any rows failed cond
537
            if failed or cur != None and cur.rowcount > 0:
538 5505 aaronmk
                track_data_error(db, errors_table_,
539
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
540 7117 aaronmk
                    strings.ensure_newl(strings.ustr(e.cause.pgerror))
541
                    +'condition: '+orig_cond+'\ntranslated condition: '+cond)
542 3352 aaronmk
543 3294 aaronmk
    not_null_cols = set()
544 3077 aaronmk
    def ignore(in_col, value, e):
545 3630 aaronmk
        if sql_gen.is_table_col(in_col):
546
            in_col = sql_gen.with_table(in_col, insert_in_table)
547
548
            track_data_error(db, errors_table_, in_col.srcs, value,
549
                e.cause.pgcode, e.cause.pgerror)
550
551
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
552
            if value != None and in_col not in not_null_cols:
553 4492 aaronmk
                log_debug('Replacing invalid value '
554
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
555
                    +strings.as_tt(in_col.to_str(db)))
556 3630 aaronmk
                sql.update(db, insert_in_table, [(in_col, None)],
557
                    sql_gen.ColValueCond(in_col, value))
558
            else:
559 3637 aaronmk
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
560 4492 aaronmk
                    +' = '+strings.as_tt(strings.urepr(value)))
561 3630 aaronmk
                sql.delete(db, insert_in_table,
562
                    sql_gen.ColValueCond(in_col, value))
563
                if value == None: not_null_cols.add(in_col)
564 3293 aaronmk
        else:
565 3630 aaronmk
            assert isinstance(in_col, sql_gen.NamedCol)
566 3684 aaronmk
            in_value = sql_gen.remove_col_rename(in_col)
567
            assert sql_gen.is_literal(in_value)
568
            if value == in_value.value:
569
                if value != None:
570
                    log_debug('Replacing invalid literal '
571
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
572
                    mapping[in_col.name] = None
573
                else:
574
                    remove_all_rows()
575
            # otherwise, all columns were being ignore()d because the specific
576
            # column couldn't be identified, and this was not the invalid column
577 3077 aaronmk
578 3431 aaronmk
    if not is_literals:
579
        def insert_pkeys_table(which):
580
            return sql_gen.Table(sql_gen.concat(in_table.name,
581
                '_insert_'+which+'_pkeys'))
582
        insert_out_pkeys = insert_pkeys_table('out')
583
        insert_in_pkeys = insert_pkeys_table('in')
584 3077 aaronmk
585 3918 aaronmk
    def mk_func_call():
586 3550 aaronmk
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
587 4484 aaronmk
        return sql_gen.FunctionCall(out_table, **args), args
588 3550 aaronmk
589 5239 aaronmk
    missing_msg = None
590
591 3077 aaronmk
    # Do inserts and selects
592
    while True:
593 3473 aaronmk
        has_joins = join_cols != {}
594
595 5377 aaronmk
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
596 3077 aaronmk
597
        # Prepare to insert new rows
598 3918 aaronmk
        if is_function:
599 5726 aaronmk
            if is_literals:
600
                log_debug('Calling function')
601
                func_call, args = mk_func_call()
602 3077 aaronmk
        else:
603 3550 aaronmk
            log_debug('Trying to insert new rows')
604 3291 aaronmk
            insert_args = dict(recover=True, cacheable=False)
605
            if has_joins:
606
                insert_args.update(dict(ignore=True))
607
            else:
608 3431 aaronmk
                insert_args.update(dict(returning=out_pkey))
609
                if not is_literals:
610
                    insert_args.update(dict(into=insert_out_pkeys))
611 3291 aaronmk
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
612
                c, insert_in_table) for c in mapping.values()])
613 3077 aaronmk
614 3292 aaronmk
        try:
615
            cur = None
616 3077 aaronmk
            if is_function:
617 3917 aaronmk
                if is_literals:
618
                    cur = sql.select(db, fields=[func_call], recover=True,
619
                        cacheable=True)
620 5444 aaronmk
                else:
621 5726 aaronmk
                    log_debug('Defining wrapper function')
622
623
                    func_call, args = mk_func_call()
624
                    func_call = sql_gen.NamedCol(into_out_pkey, func_call)
625
626
                    # Create empty pkeys table so its row type can be used
627
                    insert_into_pkeys(sql.mk_select(db, input_joins,
628 6801 aaronmk
                        [in_pkey_col, func_call], limit=0), add_pkey_=False,
629
                        recover=True)
630 5726 aaronmk
                    result_type = db.col_info(sql_gen.Col(into_out_pkey,
631
                        into)).type
632
633
                    ## Create error handling wrapper function
634
635
                    wrapper = db.TempFunction(sql_gen.concat(into.name,
636
                        '_wrap'))
637
638
                    select_cols = [in_pkey_col]+args.values()
639
                    row_var = copy.copy(sql_gen.row_var)
640
                    row_var.set_srcs([in_table])
641
                    in_pkey_var = sql_gen.Col(in_pkey, row_var)
642
643
                    args = dict(((k, sql_gen.with_table(v, row_var))
644
                        for k, v in args.iteritems()))
645
                    func_call = sql_gen.FunctionCall(out_table, **args)
646
647
                    def mk_return(result):
648
                        return sql_gen.ReturnQuery(sql.mk_select(db,
649
                            fields=[in_pkey_var, result], explain=False))
650
                    exc_handler = func_wrapper_exception_handler(db,
651
                        mk_return(sql_gen.Cast(result_type, None)),
652
                        args.values(), errors_table_)
653
654
                    sql.define_func(db, sql_gen.FunctionDef(wrapper,
655
                        sql_gen.SetOf(into),
656
                        sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
657
                            sql.mk_select(db, input_joins),
658
                            mk_return(func_call), exc_handler=exc_handler)
659
                        ))
660
                    wrapper_table = sql_gen.FunctionCall(wrapper)
661
662
                    log_debug('Calling function')
663 5444 aaronmk
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
664 5894 aaronmk
                        order_by=None), recover=True, cacheable=False)
665 6801 aaronmk
                    sql.add_pkey_or_index(db, into, warn=True)
666 3077 aaronmk
            else:
667 3292 aaronmk
                cur = sql.insert_select(db, out_table, mapping.keys(),
668 3077 aaronmk
                    main_select, **insert_args)
669
            break # insert successful
670
        except sql.MissingCastException, e:
671 5718 aaronmk
            if not log_exc(e): break
672 3077 aaronmk
673
            type_ = e.type
674 4140 aaronmk
            if e.col == None: out_cols = mapping.keys()
675
            else: out_cols = [e.col]
676 3077 aaronmk
677 4140 aaronmk
            for out_col in out_cols:
678 4171 aaronmk
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
679 4140 aaronmk
                    +' input to '+strings.as_tt(type_))
680
                in_col = mapping[out_col]
681
                while True:
682
                    try:
683
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
684
                            errors_table_)
685
                        break # cast successful
686
                    except sql.InvalidValueException, e:
687 5718 aaronmk
                        if not log_exc(e): break
688 4140 aaronmk
689
                        ignore(in_col, e.value, e)
690 3077 aaronmk
        except sql.DuplicateKeyException, e:
691 5718 aaronmk
            if not log_exc(e): break
692 3077 aaronmk
693 3274 aaronmk
            # Different rows violating different unique constraints not
694
            # supported
695
            assert not join_cols
696
697 5504 aaronmk
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
698 5450 aaronmk
699 3077 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
700
            log_debug('Ignoring existing rows, comparing on these columns:\n'
701
                +strings.as_inline_table(join_cols, ustr=col_ustr))
702 3102 aaronmk
703 3431 aaronmk
            if is_literals:
704
                return sql.value(sql.select(db, out_table, [out_pkey_col],
705 4025 aaronmk
                    join_cols, order_by=None))
706 3431 aaronmk
707 7180 aaronmk
            # Uniquify and filter input table to avoid (most) duplicate keys
708
            # (Additional duplicates may be added concurrently and will be
709
            # filtered out separately upon insert.)
710 3102 aaronmk
            insert_in_table = sql.distinct_table(db, insert_in_table,
711 7180 aaronmk
                join_cols.values(), [insert_in_table,
712
                sql_gen.Join(out_table, join_cols, sql_gen.filter_out)])
713 3144 aaronmk
            insert_in_tables.append(insert_in_table)
714 3077 aaronmk
        except sql.NullValueException, e:
715 5718 aaronmk
            if not log_exc(e): break
716 3077 aaronmk
717
            out_col, = e.cols
718
            try: in_col = mapping[out_col]
719 3618 aaronmk
            except KeyError, e:
720
                try: in_col = mapping[out_col] = col_defaults[out_col]
721
                except KeyError:
722 5239 aaronmk
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
723
                    log_debug(missing_msg)
724 3618 aaronmk
                    remove_all_rows()
725 3294 aaronmk
            else: ignore(in_col, None, e)
726 3352 aaronmk
        except sql.CheckException, e:
727 5718 aaronmk
            if not log_exc(e): break
728 3352 aaronmk
729 5504 aaronmk
            ensure_cond(e.cond, e, failed=True)
730 3413 aaronmk
        except sql.InvalidValueException, e:
731 5718 aaronmk
            if not log_exc(e): break
732 3413 aaronmk
733
            for in_col in mapping.values(): ignore(in_col, e.value, e)
734 3474 aaronmk
        except psycopg2.extensions.TransactionRollbackError, e:
735 5718 aaronmk
            if not log_exc(e): break
736 3474 aaronmk
            # retry
737 3077 aaronmk
        except sql.DatabaseErrors, e:
738 5718 aaronmk
            if not log_exc(e): break
739 3077 aaronmk
740 5889 aaronmk
            handle_unknown_exc(e)
741 3077 aaronmk
        # after exception handled, rerun loop with additional constraints
742
743 5239 aaronmk
    # Resolve default value column
744
    if default != None:
745 5381 aaronmk
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
746 5239 aaronmk
        try: default = mapping[default]
747
        except KeyError:
748
            db.log_debug('Default value column '
749
                +strings.as_tt(strings.repr_no_u(default))
750
                +' does not exist in mapping, falling back to None', level=2.1)
751
            default = None
752 5380 aaronmk
        else: default = sql_gen.remove_col_rename(default)
753 5239 aaronmk
754
    if missing_msg != None and default == None:
755
        warnings.warn(UserWarning(missing_msg))
756
        # not an error because sometimes the mappings include
757
        # extra tables which aren't used by the dataset
758
759
    # Handle unrecoverable errors
760 5377 aaronmk
    if ignore_all_ref[0]:
761 5373 aaronmk
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
762
        return default
763 5239 aaronmk
764 3077 aaronmk
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
765
        row_ct_ref[0] += cur.rowcount
766
767 3530 aaronmk
    if is_literals: return sql.value(cur)
768
769
    if is_function: pass # pkeys table already created
770 3077 aaronmk
    elif has_joins:
771
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
772
        log_debug('Getting output table pkeys of existing/inserted rows')
773 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
774
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
775 3077 aaronmk
    else:
776
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
777
778
        log_debug('Getting input table pkeys of inserted rows')
779 3285 aaronmk
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
780
        # since the SELECT query is identical to the one used in INSERT SELECT,
781
        # its rows will be retrieved in the same order.
782 3077 aaronmk
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
783
            into=insert_in_pkeys)
784
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
785
786
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
787
            db, insert_in_pkeys)
788
789
        log_debug('Combining output and input pkeys in inserted order')
790
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
791
            {sql.row_num_col: sql_gen.join_same_not_null})]
792 4484 aaronmk
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
793
        out_col = sql_gen.NamedCol(into_out_pkey,
794
            sql_gen.Col(out_pkey, insert_out_pkeys))
795 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
796
            order_by=None))
797 3077 aaronmk
798
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
799
800 5374 aaronmk
    if not is_function: # is_function doesn't leave holes
801 3187 aaronmk
        log_debug('Setting pkeys of missing rows to '
802 4492 aaronmk
            +strings.as_tt(strings.urepr(default)))
803 5993 aaronmk
804
        full_in_pkey_col = sql_gen.Col(in_pkey, full_in_table)
805 5380 aaronmk
        if sql_gen.is_table_col(default):
806
            default = sql_gen.with_table(default, full_in_table)
807 3287 aaronmk
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
808 3187 aaronmk
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
809
            # must use join_same_not_null or query will take forever
810 5993 aaronmk
811
        insert_args = dict(order_by=None)
812
        if not sql.table_has_pkey(db, full_in_table): # in_table has duplicates
813
            insert_args.update(dict(distinct_on=[full_in_pkey_col]))
814
815 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
816 5993 aaronmk
            [full_in_pkey_col, sql_gen.NamedCol(into_out_pkey, default)],
817
            **insert_args))
818 3187 aaronmk
    # otherwise, there is already an entry for every row
819 3077 aaronmk
820 3530 aaronmk
    sql.empty_temp(db, insert_in_tables+[full_in_table])
821
822
    srcs = []
823 3619 aaronmk
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
824 4484 aaronmk
    return sql_gen.Col(into_out_pkey, into, srcs)