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1 3077 aaronmk
# 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 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 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 or cols == (): return
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    for col in cols:
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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', 'text')
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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 value::'''+type_+''';
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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
179
    '''
180
    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', nullable=False),
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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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def append_csv(db, table, stream_info, stream, use_copy_from=True):
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    assert sql.table_col_names(db, table) == stream_info.header
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    def log(msg, level=1): db.log_debug(msg, level)
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    dialect = stream_info.dialect
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    if csvs.is_tsv(dialect): use_copy_from = False
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    if use_copy_from:
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        log('Using COPY FROM')
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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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        db.db.cursor().copy_expert(copy_from, stream)
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    else:
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        log('Using INSERT')
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        cols_ct = len(stream_info.header)
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        row_ct = 0
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        inserted_row_ct = 0
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        for row in csvs.make_reader(stream, dialect):
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            row_ct += 1
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            row = map(strings.to_unicode, row)
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            util.list_set_length(row, cols_ct) # truncate extra cols
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            if sql.insert(db, table, row, ignore=True, cacheable=False,
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                log_level=5) != None:
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                inserted_row_ct += 1
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        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
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def import_csv(db, table, stream, use_copy_from=True):
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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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    info = csvs.stream_info(stream, parse_header=True)
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    col_names = map(strings.to_unicode, info.header)
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    for i, col in enumerate(col_names): # replace empty column names
270
        if col == '': col_names[i] = 'column_'+str(i)
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    # Select schema and escape names
273
    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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    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, info, stream, use_copy_from)
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    if use_copy_from: sql.with_savepoint(db, load)
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    else: load()
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    cleanup_table(db, table)
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def put(db, table, row, pkey_=None, row_ct_ref=None):
295
    '''Recovers from errors.
296
    Only works under PostgreSQL (uses INSERT RETURNING).
297
    '''
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    return put_table(db, table, [], row, row_ct_ref)
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300
def get(db, table, row, pkey, row_ct_ref=None, create=False):
301
    '''Recovers from errors'''
302
    try:
303
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
304
            recover=True))
305
    except StopIteration:
306
        if not create: raise
307
        return put(db, table, row, pkey, row_ct_ref) # insert new row
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309
def is_func_result(col):
310
    return col.table.name.find('(') >= 0 and col.name == 'result'
311
312
def into_table_name(out_table, in_tables0, mapping, is_func):
313
    def in_col_str(in_col):
314
        in_col = sql_gen.remove_col_rename(in_col)
315
        if isinstance(in_col, sql_gen.Col):
316
            table = in_col.table
317
            if table == in_tables0:
318
                in_col = sql_gen.to_name_only_col(in_col)
319
            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:
324
        str_ += '('
325
326
        try: value_in_col = mapping['value']
327
        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()))
330
        else: str_ += in_col_str(value_in_col)
331
332
        str_ += ')'
333
    else:
334
        out_col = 'rank'
335
        try: in_col = mapping[out_col]
336
        except KeyError: str_ += '_pkeys'
337
        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.
344
    Only works under PostgreSQL (uses INSERT RETURNING).
345
    IMPORTANT: Must be run at the *beginning* of a transaction.
346
    @param in_tables The main input table to select from, followed by a list of
347
        tables to join with it using the main input table's pkey
348
    @param mapping dict(out_table_col=in_table_col, ...)
349
        * out_table_col: str (*not* sql_gen.Col)
350
        * in_table_col: sql_gen.Col|literal-value
351
    @param default The *output* column to use as the pkey for missing rows.
352
        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
355
    '''
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    import psycopg2.extensions
357
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    out_table = sql_gen.as_Table(out_table)
359
360
    def log_debug(msg): db.log_debug(msg, level=1.5)
361
    def col_ustr(str_):
362
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
363
364
    log_debug('********** New iteration **********')
365
    log_debug('Inserting these input columns into '+strings.as_tt(
366
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
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368
    is_function = sql.function_exists(db, out_table)
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    if is_function: row_ct_ref = None # only track inserted rows
371
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    # Warn if inserting empty table rows
373
    if not mapping and not is_function: # functions with no args OK
374
        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
382
    except IndexError: in_tables0 = None
383
    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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387
    # Determine if can use optimization for only literal values
388
    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
391
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    if in_tables0 == None: errors_table_ = None
393
    else: errors_table_ = errors_table(db, in_tables0)
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395
    # Create input joins from list of input tables
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    input_joins = [in_tables0]+[sql_gen.Join(v,
397
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
398
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    orig_mapping = mapping.copy()
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    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
401
        mapping = {out_pkey: None} # ColDict will replace with default value
402
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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,
405
            is_function))
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        # Ensure into's out_pkey is different from in_pkey by prepending table
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        if is_function: into_out_pkey = out_pkey
408
        else: into_out_pkey = strings.ustr(out_pkey_col)
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410
        # Set column sources
411
        in_cols = filter(sql_gen.is_table_col, mapping.values())
412
        for col in in_cols:
413
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
414
415
        log_debug('Joining together input tables into temp table')
416
        # Place in new table so don't modify input and for speed
417
        in_table = sql_gen.Table('in')
418
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
419
            in_cols, preserve=[in_pkey_col]))
420
        input_joins = [in_table]
421
        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.
424
    # sql_gen.ColDict sanitizes both keys and values passed into it.
425
    # Do after applying dicts.join() because that returns a plain dict.
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    mapping = sql_gen.ColDict(db, out_table, mapping)
427
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    # Save all rows since in_table may have rows deleted
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    if is_literals: pass
430
    elif is_function: full_in_table = in_table
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    else:
432
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
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        sql.run_query_into(db, sql.mk_select(db, in_table, None, order_by=None),
434
            into=full_in_table, add_pkey_=True)
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    pkeys_table_exists_ref = [False]
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    def insert_into_pkeys(query, **kw_args):
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        if pkeys_table_exists_ref[0]:
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            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
440
                **kw_args)
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        else:
442 3304 aaronmk
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
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            pkeys_table_exists_ref[0] = True
444
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    def mk_main_select(joins, cols):
446 5375 aaronmk
        return sql.mk_select(db, joins, cols, order_by=None)
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448 3431 aaronmk
    if is_literals: insert_in_table = None
449
    else:
450
        insert_in_table = in_table
451
        insert_in_tables = [insert_in_table]
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    join_cols = sql_gen.ColDict(db, out_table)
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454
    exc_strs = set()
455
    def log_exc(e):
456
        e_str = exc.str_(e, first_line_only=True)
457
        log_debug('Caught exception: '+e_str)
458 3552 aaronmk
        if e_str in exc_strs: # avoid infinite loops
459
            log_debug('Exception already seen, handler broken')
460
            on_error(e)
461
            remove_all_rows()
462
        else: exc_strs.add(e_str)
463 3077 aaronmk
464 5377 aaronmk
    ignore_all_ref = [False]
465 3077 aaronmk
    def remove_all_rows():
466
        log_debug('Ignoring all rows')
467 5377 aaronmk
        ignore_all_ref[0] = True # just return the default value column
468 3077 aaronmk
469 5449 aaronmk
    def ignore_cond(cond, e, passed=False, failed=False):
470
        if is_literals: # we know the constraint was applied exactly once
471
            if passed: pass
472
            elif failed: remove_all_rows()
473
            else: raise NotImplementedError()
474 3704 aaronmk
        else:
475
            out_table_cols = sql_gen.ColDict(db, out_table)
476
            out_table_cols.update(util.dict_subset_right_join({},
477 5337 aaronmk
                sql.table_col_names(db, out_table)))
478 3704 aaronmk
479
            in_cols = []
480 5367 aaronmk
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
481
            cond = sql_gen.map_expr(db, cond, out_table_cols)
482 3704 aaronmk
483
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
484 5442 aaronmk
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
485 5449 aaronmk
            cur = None
486
            if cond == sql_gen.false_expr:
487
                assert failed
488
                remove_all_rows()
489
            elif cond == sql_gen.true_expr: assert passed
490
            else: cur = sql.delete(db, insert_in_table, not_cond)
491
492
            if failed or cur.rowcount > 0: # only if any rows failed cond
493
                track_data_error(db, errors_table_, sql_gen.cols_srcs(in_cols),
494
                    None, e.cause.pgcode,
495
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
496 3352 aaronmk
497 3294 aaronmk
    not_null_cols = set()
498 3077 aaronmk
    def ignore(in_col, value, e):
499 3630 aaronmk
        if sql_gen.is_table_col(in_col):
500
            in_col = sql_gen.with_table(in_col, insert_in_table)
501
502
            track_data_error(db, errors_table_, in_col.srcs, value,
503
                e.cause.pgcode, e.cause.pgerror)
504
505
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
506
            if value != None and in_col not in not_null_cols:
507 4492 aaronmk
                log_debug('Replacing invalid value '
508
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
509
                    +strings.as_tt(in_col.to_str(db)))
510 3630 aaronmk
                sql.update(db, insert_in_table, [(in_col, None)],
511
                    sql_gen.ColValueCond(in_col, value))
512
            else:
513 3637 aaronmk
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
514 4492 aaronmk
                    +' = '+strings.as_tt(strings.urepr(value)))
515 3630 aaronmk
                sql.delete(db, insert_in_table,
516
                    sql_gen.ColValueCond(in_col, value))
517
                if value == None: not_null_cols.add(in_col)
518 3293 aaronmk
        else:
519 3630 aaronmk
            assert isinstance(in_col, sql_gen.NamedCol)
520 3684 aaronmk
            in_value = sql_gen.remove_col_rename(in_col)
521
            assert sql_gen.is_literal(in_value)
522
            if value == in_value.value:
523
                if value != None:
524
                    log_debug('Replacing invalid literal '
525
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
526
                    mapping[in_col.name] = None
527
                else:
528
                    remove_all_rows()
529
            # otherwise, all columns were being ignore()d because the specific
530
            # column couldn't be identified, and this was not the invalid column
531 3077 aaronmk
532 3431 aaronmk
    if not is_literals:
533
        def insert_pkeys_table(which):
534
            return sql_gen.Table(sql_gen.concat(in_table.name,
535
                '_insert_'+which+'_pkeys'))
536
        insert_out_pkeys = insert_pkeys_table('out')
537
        insert_in_pkeys = insert_pkeys_table('in')
538 3077 aaronmk
539 3918 aaronmk
    def mk_func_call():
540 3550 aaronmk
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
541 4484 aaronmk
        return sql_gen.FunctionCall(out_table, **args), args
542 3550 aaronmk
543 3918 aaronmk
    if is_function and not is_literals:
544
        log_debug('Defining wrapper function')
545
546
        func_call, args = mk_func_call()
547 4484 aaronmk
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
548 3918 aaronmk
549
        # Create empty pkeys table so its row type can be used
550 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, input_joins,
551
            [in_pkey_col, func_call], order_by=None, limit=0), recover=True)
552 4484 aaronmk
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
553 3918 aaronmk
554
        ## Create error handling wrapper function
555
556
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
557
558
        select_cols = [in_pkey_col]+args.values()
559
        row_var = copy.copy(sql_gen.row_var)
560
        row_var.set_srcs([in_table])
561
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
562
563
        args = dict(((k, sql_gen.with_table(v, row_var))
564
            for k, v in args.iteritems()))
565
        func_call = sql_gen.FunctionCall(out_table, **args)
566
567
        def mk_return(result):
568
            return sql_gen.ReturnQuery(sql.mk_select(db,
569
                fields=[in_pkey_var, result], explain=False))
570
        exc_handler = func_wrapper_exception_handler(db,
571
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
572
            errors_table_)
573
574
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
575
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
576
                sql.mk_select(db, input_joins, order_by=None),
577
                mk_return(func_call), exc_handler=exc_handler)
578
            ))
579
        wrapper_table = sql_gen.FunctionCall(wrapper)
580 3550 aaronmk
581 5239 aaronmk
    missing_msg = None
582
583 3077 aaronmk
    # Do inserts and selects
584
    while True:
585 3473 aaronmk
        has_joins = join_cols != {}
586
587 5377 aaronmk
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
588 3077 aaronmk
589
        # Prepare to insert new rows
590 3918 aaronmk
        if is_function:
591
            log_debug('Calling function on input rows')
592
            if is_literals: func_call, args = mk_func_call()
593 3077 aaronmk
        else:
594 3550 aaronmk
            log_debug('Trying to insert new rows')
595 3291 aaronmk
            insert_args = dict(recover=True, cacheable=False)
596
            if has_joins:
597
                insert_args.update(dict(ignore=True))
598
            else:
599 3431 aaronmk
                insert_args.update(dict(returning=out_pkey))
600
                if not is_literals:
601
                    insert_args.update(dict(into=insert_out_pkeys))
602 3291 aaronmk
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
603
                c, insert_in_table) for c in mapping.values()])
604 3077 aaronmk
605 3292 aaronmk
        try:
606
            cur = None
607 3077 aaronmk
            if is_function:
608 3917 aaronmk
                if is_literals:
609
                    cur = sql.select(db, fields=[func_call], recover=True,
610
                        cacheable=True)
611 5444 aaronmk
                else:
612
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
613
                        order_by=None), recover=True)
614 3077 aaronmk
            else:
615 3292 aaronmk
                cur = sql.insert_select(db, out_table, mapping.keys(),
616 3077 aaronmk
                    main_select, **insert_args)
617
            break # insert successful
618
        except sql.MissingCastException, e:
619
            log_exc(e)
620
621
            type_ = e.type
622 4140 aaronmk
            if e.col == None: out_cols = mapping.keys()
623
            else: out_cols = [e.col]
624 3077 aaronmk
625 4140 aaronmk
            for out_col in out_cols:
626 4171 aaronmk
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
627 4140 aaronmk
                    +' input to '+strings.as_tt(type_))
628
                in_col = mapping[out_col]
629
                while True:
630
                    try:
631
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
632
                            errors_table_)
633
                        break # cast successful
634
                    except sql.InvalidValueException, e:
635
                        log_exc(e)
636
637
                        ignore(in_col, e.value, e)
638 3077 aaronmk
        except sql.DuplicateKeyException, e:
639
            log_exc(e)
640
641 3274 aaronmk
            # Different rows violating different unique constraints not
642
            # supported
643
            assert not join_cols
644
645 5450 aaronmk
            if e.cond != None: ignore_cond(e.cond, e, passed=True)
646
647 3077 aaronmk
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
648
            log_debug('Ignoring existing rows, comparing on these columns:\n'
649
                +strings.as_inline_table(join_cols, ustr=col_ustr))
650 3102 aaronmk
651 3431 aaronmk
            if is_literals:
652
                return sql.value(sql.select(db, out_table, [out_pkey_col],
653 4025 aaronmk
                    join_cols, order_by=None))
654 3431 aaronmk
655 3102 aaronmk
            # Uniquify input table to avoid internal duplicate keys
656
            insert_in_table = sql.distinct_table(db, insert_in_table,
657 3358 aaronmk
                join_cols.values())
658 3144 aaronmk
            insert_in_tables.append(insert_in_table)
659 3077 aaronmk
        except sql.NullValueException, e:
660
            log_exc(e)
661
662
            out_col, = e.cols
663
            try: in_col = mapping[out_col]
664 3618 aaronmk
            except KeyError, e:
665
                try: in_col = mapping[out_col] = col_defaults[out_col]
666
                except KeyError:
667 5239 aaronmk
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
668
                    log_debug(missing_msg)
669 3618 aaronmk
                    remove_all_rows()
670 3294 aaronmk
            else: ignore(in_col, None, e)
671 3352 aaronmk
        except sql.CheckException, e:
672
            log_exc(e)
673
674 5449 aaronmk
            ignore_cond(e.cond, e, failed=True)
675 3413 aaronmk
        except sql.InvalidValueException, e:
676
            log_exc(e)
677
678
            for in_col in mapping.values(): ignore(in_col, e.value, e)
679 3474 aaronmk
        except psycopg2.extensions.TransactionRollbackError, e:
680
            log_exc(e)
681
            # retry
682 3077 aaronmk
        except sql.DatabaseErrors, e:
683
            log_exc(e)
684
685
            log_debug('No handler for exception')
686
            on_error(e)
687
            remove_all_rows()
688
        # after exception handled, rerun loop with additional constraints
689
690 5239 aaronmk
    # Resolve default value column
691
    if default != None:
692 5381 aaronmk
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
693 5239 aaronmk
        try: default = mapping[default]
694
        except KeyError:
695
            db.log_debug('Default value column '
696
                +strings.as_tt(strings.repr_no_u(default))
697
                +' does not exist in mapping, falling back to None', level=2.1)
698
            default = None
699 5380 aaronmk
        else: default = sql_gen.remove_col_rename(default)
700 5239 aaronmk
701
    if missing_msg != None and default == None:
702
        warnings.warn(UserWarning(missing_msg))
703
        # not an error because sometimes the mappings include
704
        # extra tables which aren't used by the dataset
705
706
    # Handle unrecoverable errors
707 5377 aaronmk
    if ignore_all_ref[0]:
708 5373 aaronmk
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
709
        return default
710 5239 aaronmk
711 3077 aaronmk
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
712
        row_ct_ref[0] += cur.rowcount
713
714 3530 aaronmk
    if is_literals: return sql.value(cur)
715
716
    if is_function: pass # pkeys table already created
717 3077 aaronmk
    elif has_joins:
718
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
719
        log_debug('Getting output table pkeys of existing/inserted rows')
720 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
721
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
722 3077 aaronmk
    else:
723
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
724
725
        log_debug('Getting input table pkeys of inserted rows')
726 3285 aaronmk
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
727
        # since the SELECT query is identical to the one used in INSERT SELECT,
728
        # its rows will be retrieved in the same order.
729 3077 aaronmk
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
730
            into=insert_in_pkeys)
731
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
732
733
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
734
            db, insert_in_pkeys)
735
736
        log_debug('Combining output and input pkeys in inserted order')
737
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
738
            {sql.row_num_col: sql_gen.join_same_not_null})]
739 4484 aaronmk
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
740
        out_col = sql_gen.NamedCol(into_out_pkey,
741
            sql_gen.Col(out_pkey, insert_out_pkeys))
742 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
743
            order_by=None))
744 3077 aaronmk
745
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
746
747 5374 aaronmk
    if not is_function: # is_function doesn't leave holes
748 3187 aaronmk
        log_debug('Setting pkeys of missing rows to '
749 4492 aaronmk
            +strings.as_tt(strings.urepr(default)))
750 5380 aaronmk
        if sql_gen.is_table_col(default):
751
            default = sql_gen.with_table(default, full_in_table)
752 3287 aaronmk
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
753 3187 aaronmk
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
754
            # must use join_same_not_null or query will take forever
755 5444 aaronmk
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
756 3287 aaronmk
            [sql_gen.Col(in_pkey, full_in_table),
757 5444 aaronmk
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
758 3187 aaronmk
    # otherwise, there is already an entry for every row
759 3077 aaronmk
760 3530 aaronmk
    assert (sql.table_row_count(db, into)
761
        == sql.table_row_count(db, full_in_table))
762
763
    sql.empty_temp(db, insert_in_tables+[full_in_table])
764
765
    srcs = []
766 3619 aaronmk
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
767 4484 aaronmk
    return sql_gen.Col(into_out_pkey, into, srcs)