KaneAI - World’s First E2E Software Testing Agent.Book a Demo Join TestMu Conference

How to use _check_decimal method in pandera

Best Python code snippet using pandera_python

python_parser.py

Source:python_parser.py

...725                else:726                    rl.append(x.replace(search, replace))727            ret.append(rl)728        return ret729    def _check_decimal(self, lines: list[list[Scalar]]) -> list[list[Scalar]]:730        if self.decimal == parser_defaults["decimal"]:731            return lines732        return self._search_replace_num_columns(733            lines=lines, search=self.decimal, replace="."734        )735    def _clear_buffer(self) -> None:736        self.buf = []737    _implicit_index = False738    def _get_index_name(self, columns: list[Hashable]):739        """740        Try several cases to get lines:741        0) There are headers on row 0 and row 1 and their742        total summed lengths equals the length of the next line.743        Treat row 0 as columns and row 1 as indices744        1) Look for implicit index: there are more columns745        on row 1 than row 0. If this is true, assume that row746        1 lists index columns and row 0 lists normal columns.747        2) Get index from the columns if it was listed.748        """749        orig_names = list(columns)750        columns = list(columns)751        line: list[Scalar] | None752        if self._header_line is not None:753            line = self._header_line754        else:755            try:756                line = self._next_line()757            except StopIteration:758                line = None759        next_line: list[Scalar] | None760        try:761            next_line = self._next_line()762        except StopIteration:763            next_line = None764        # implicitly index_col=0 b/c 1 fewer column names765        implicit_first_cols = 0766        if line is not None:767            # leave it 0, #2442768            # Case 1769            # error: Cannot determine type of 'index_col'770            index_col = self.index_col  # type: ignore[has-type]771            if index_col is not False:772                implicit_first_cols = len(line) - self.num_original_columns773            # Case 0774            if next_line is not None and self.header is not None:775                if len(next_line) == len(line) + self.num_original_columns:776                    # column and index names on diff rows777                    self.index_col = list(range(len(line)))778                    self.buf = self.buf[1:]779                    for c in reversed(line):780                        columns.insert(0, c)781                    # Update list of original names to include all indices.782                    orig_names = list(columns)783                    self.num_original_columns = len(columns)784                    return line, orig_names, columns785        if implicit_first_cols > 0:786            # Case 1787            self._implicit_index = True788            if self.index_col is None:789                self.index_col = list(range(implicit_first_cols))790            index_name = None791        else:792            # Case 2793            (index_name, columns_, self.index_col) = self._clean_index_names(794                columns, self.index_col, self.unnamed_cols795            )796        return index_name, orig_names, columns797    def _rows_to_cols(self, content: list[list[Scalar]]) -> list[np.ndarray]:798        col_len = self.num_original_columns799        if self._implicit_index:800            col_len += len(self.index_col)801        max_len = max(len(row) for row in content)802        # Check that there are no rows with too many803        # elements in their row (rows with too few804        # elements are padded with NaN).805        # error: Non-overlapping identity check (left operand type: "List[int]",806        # right operand type: "Literal[False]")807        if (808            max_len > col_len809            and self.index_col is not False  # type: ignore[comparison-overlap]810            and self.usecols is None811        ):812            footers = self.skipfooter if self.skipfooter else 0813            bad_lines = []814            iter_content = enumerate(content)815            content_len = len(content)816            content = []817            for (i, l) in iter_content:818                actual_len = len(l)819                if actual_len > col_len:820                    if callable(self.on_bad_lines):821                        new_l = self.on_bad_lines(l)822                        if new_l is not None:823                            content.append(new_l)824                    elif (825                        self.on_bad_lines == self.BadLineHandleMethod.ERROR826                        or self.on_bad_lines == self.BadLineHandleMethod.WARN827                    ):828                        row_num = self.pos - (content_len - i + footers)829                        bad_lines.append((row_num, actual_len))830                        if self.on_bad_lines == self.BadLineHandleMethod.ERROR:831                            break832                else:833                    content.append(l)834            for row_num, actual_len in bad_lines:835                msg = (836                    f"Expected {col_len} fields in line {row_num + 1}, saw "837                    f"{actual_len}"838                )839                if (840                    self.delimiter841                    and len(self.delimiter) > 1842                    and self.quoting != csv.QUOTE_NONE843                ):844                    # see gh-13374845                    reason = (846                        "Error could possibly be due to quotes being "847                        "ignored when a multi-char delimiter is used."848                    )849                    msg += ". " + reason850                self._alert_malformed(msg, row_num + 1)851        # see gh-13320852        zipped_content = list(lib.to_object_array(content, min_width=col_len).T)853        if self.usecols:854            assert self._col_indices is not None855            col_indices = self._col_indices856            if self._implicit_index:857                zipped_content = [858                    a859                    for i, a in enumerate(zipped_content)860                    if (861                        i < len(self.index_col)862                        or i - len(self.index_col) in col_indices863                    )864                ]865            else:866                zipped_content = [867                    a for i, a in enumerate(zipped_content) if i in col_indices868                ]869        return zipped_content870    def _get_lines(self, rows: int | None = None):871        lines = self.buf872        new_rows = None873        # already fetched some number874        if rows is not None:875            # we already have the lines in the buffer876            if len(self.buf) >= rows:877                new_rows, self.buf = self.buf[:rows], self.buf[rows:]878            # need some lines879            else:880                rows -= len(self.buf)881        if new_rows is None:882            if isinstance(self.data, list):883                if self.pos > len(self.data):884                    raise StopIteration885                if rows is None:886                    new_rows = self.data[self.pos :]887                    new_pos = len(self.data)888                else:889                    new_rows = self.data[self.pos : self.pos + rows]890                    new_pos = self.pos + rows891                new_rows = self._remove_skipped_rows(new_rows)892                lines.extend(new_rows)893                self.pos = new_pos894            else:895                new_rows = []896                try:897                    if rows is not None:898                        rows_to_skip = 0899                        if self.skiprows is not None and self.pos is not None:900                            # Only read additional rows if pos is in skiprows901                            rows_to_skip = len(902                                set(self.skiprows) - set(range(self.pos))903                            )904                        for _ in range(rows + rows_to_skip):905                            # assert for mypy, data is Iterator[str] or None, would906                            # error in next907                            assert self.data is not None908                            new_rows.append(next(self.data))909                        len_new_rows = len(new_rows)910                        new_rows = self._remove_skipped_rows(new_rows)911                        lines.extend(new_rows)912                    else:913                        rows = 0914                        while True:915                            new_row = self._next_iter_line(row_num=self.pos + rows + 1)916                            rows += 1917                            if new_row is not None:918                                new_rows.append(new_row)919                        len_new_rows = len(new_rows)920                except StopIteration:921                    len_new_rows = len(new_rows)922                    new_rows = self._remove_skipped_rows(new_rows)923                    lines.extend(new_rows)924                    if len(lines) == 0:925                        raise926                self.pos += len_new_rows927            self.buf = []928        else:929            lines = new_rows930        if self.skipfooter:931            lines = lines[: -self.skipfooter]932        lines = self._check_comments(lines)933        if self.skip_blank_lines:934            lines = self._remove_empty_lines(lines)935        lines = self._check_thousands(lines)936        return self._check_decimal(lines)937    def _remove_skipped_rows(self, new_rows: list[list[Scalar]]) -> list[list[Scalar]]:938        if self.skiprows:939            return [940                row for i, row in enumerate(new_rows) if not self.skipfunc(i + self.pos)941            ]942        return new_rows943class FixedWidthReader(abc.Iterator):944    """945    A reader of fixed-width lines.946    """947    def __init__(948        self,949        f: IO[str],950        colspecs: list[tuple[int, int]] | Literal["infer"],...

res_config.py

Source:res_config.py

...96        'module_project_mrp': fields.boolean("Project MRP"),97        'module_project': fields.boolean("Project"),98        'decimal_precision': fields.integer("Decimal precision on prices:",help="As an example, a decimal precision of 2 will allow prices  like: 9.99 EUR, whereas a decimal precision of 4 will allow prices like:  0.0231 EUR per unit."),99    }100    def _check_decimal(self, cr, uid, ids, context=None):101        for decimal in self.browse(cr, uid, ids, context=context):102            if decimal.decimal_precision > 20:103                return False104        return True105    _constraints = [106        (_check_decimal, 'Digits must be between 0 to 20 ', ['decimal_precision']),107    ]108    def default_get(self, cr, uid, fields, context=None):109        ir_model_data = self.pool.get('ir.model.data')110        res = super(sale_configuration, self).default_get(cr, uid, fields, context)111        # task_work, time_unit depend on other fields112        res['task_work'] = res.get('module_project_mrp') and res.get('module_project_timesheet')113        if res.get('module_project'):114            user = self.pool.get('res.users').browse(cr, uid, uid, context)...

conversion.py

Source:conversion.py

...52        if i not in valid_values:53            raise ValueError("Invalid Octal value")54    55    return octal56def _check_decimal(decimal):57    if isinstance(decimal , str):58        if decimal.isdigit():59            decimal = int(decimal)60        else:61            raise ValueError("Invalid Decimal value")62        63    if isinstance(decimal , int) == False:64        raise ValueError("Invalid Decimal value")65    return decimal66def _check_hexadecimal(hexadecimal):67    if isinstance(hexadecimal , str):68        hexadecimal = list(hexadecimal)69    if isinstance(hexadecimal , int):70        hexadecimal = list(str(hexadecimal))71    if isinstance(hexadecimal , list) == False:72        raise SyntaxError("Values should be in list or string format!")73    74    if isinstance(hexadecimal[0] , int):75        valid_values = [0,1,2,3,4,5,6,7,8,9]76    else:77        valid_values = ['0','1','2','3','4','5','6','7','8','9','A','B','C','D','E','F','a','b','c','d','e','f']78    for i in hexadecimal:79        if i not in valid_values:80            raise ValueError("Invalid Hexadecimal value")81    82    return hexadecimal83def _check_bcd(bcd):84    bcd = _check_binary(bcd)85    if(len(bcd)%4 != 0):86        raise ValueError('Invalid BCD value : length should be multiple of 4')87    return bcd88def _check_gray(gray):89    return _check_binary(gray)90'''Binary to other bases conversion'''91def binary_to_decimal(binary):92    binary = _check_binary(binary)93    94    binary = "".join([str(i) for i in binary])95    return int(binary , 2)96def binary_to_hexadecimal(binary):97    binary = _check_binary(binary)98    99    binary = "".join([str(i) for i in binary])100    '''binary -> decimal ->hexadecimal'''101    decimal = binary_to_decimal(binary)102    hexadecimal = decimal_to_hexadecimal(decimal)103    return hexadecimal104def binary_to_octal(binary):105    binary = _check_binary(binary)106    107    binary = "".join([str(i) for i in binary])108    '''binary -> decimal ->hexadecimal'''109    decimal = binary_to_decimal(binary)110    octal = decimal_to_octal(decimal)111    return octal112'''Decimal to other bases conversion'''113def decimal_to_binary(decimal):114    decimal = _check_decimal(decimal)115    return bin(decimal).replace("0b" , "")116def decimal_to_hexadecimal(decimal):117    decimal = _check_decimal(decimal)118    return hex(decimal).replace("0x" , "")119def decimal_to_octal(decimal):120    decimal = _check_decimal(decimal)121    return oct(decimal).replace("0o" , "")122'''Octal to other bases conversion'''123def octal_to_decimal(octal):124    octal = _check_octal(octal)125    octal = "".join([str(i) for i in octal])126    return int(octal , 8)127def octal_to_binary(octal):128    octal = _check_octal(octal)129    130    '''octal -> decimal ->  binary'''131    octal = "".join([str(i) for i in octal])132    decimal = octal_to_decimal(octal)133    binary = decimal_to_binary(decimal)134    return binary...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.