### Install Spotfire Python Package

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/README.md

Installs the core Spotfire Python package using pip. This provides basic integration capabilities with Spotfire.

```shell
pip install spotfire
```

--------------------------------

### Install Spotfire Python Package with Extras

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/README.md

Installs the Spotfire Python package with optional extras for enhanced functionality. For example, 'spotfire[geo]' includes packages for geographic data processing.

```shell
pip install "spotfire[geo]"
```

```shell
pip install "spotfire[plot]"
```

```shell
pip install "spotfire[plot-matplotlib]"
```

```shell
pip install "spotfire[plot-pil]"
```

```shell
pip install "spotfire[plot-seaborn]"
```

```shell
pip install "spotfire[dev,lint]"
```

--------------------------------

### Python Syntax Error Example

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error-3.13.txt

Demonstrates a common Python SyntaxError, showing the specific line of code that caused the issue and the resulting error message.

```python
rais TypeError('from test_syntax_error')
     ^
SyntaxError: invalid syntax (<data_function>, line 1)
```

--------------------------------

### Python Traceback: Script Compilation Context

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b.txt

Provides a Python traceback indicating the context in which a script compilation failed. It shows the use of the 'compile' function within a script execution flow.

```python
Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Python Syntax Error: Invalid Arithmetic

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b.txt

Demonstrates a Python script encountering a SyntaxError due to an invalid arithmetic expression. The error highlights an unexpected token '+' following an integer.

```python
if + 42
      ^
SyntaxError: invalid syntax (<data_function>, line 1)
```

--------------------------------

### Python Syntax Error Example

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_c-3.13.txt

Illustrates a Python script line containing a syntax error, specifically an invalid keyword ('whille' instead of 'while'). This error prevents the script from being compiled and executed.

```python
whille x%2 == 0:
```

--------------------------------

### Python Traceback: Script Compilation Error

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b-3.13.txt

Illustrates a Python traceback indicating an error during script compilation. The example shows an error occurring within the compile function, often due to invalid script syntax.

```python
self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Python Data Initialization Pattern

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log_truncate.txt

Demonstrates a common pattern for initializing data structures in Python, where variables are assigned dictionaries. Each dictionary contains a single key, often representing a column or data point identifier, mapped to a list containing a numerical value.

```python
num1607 = {'col_num1607_1': [1607]}
num1608 = {'col_num1608_1': [1608]}
num1609 = {'col_num1609_1': [1609]}
num1610 = {'col_num1610_1': [1610]}
num1611 = {'col_num1611_1': [1611]}
num1612 = {'col_num1612_1': [1612]}
num1613 = {'col_num1613_1': [1613]}
num1614 = {'col_num1614_1': [1614]}
num1615 = {'col_num1615_1': [1615]}
num1616 = {'col_num1616_1': [1616]}
num1617 = {'col_num1617_1': [1617]}
num1618 = {'col_num1618_1': [1618]}
num1619 = {'col_num1619_1': [1619]}
num1620 = {'col_num1620_1': [1620]}
num1621 = {'col_num1621_1': [1621]}
num1622 = {'col_num1622_1': [1622]}
num1623 = {'col_num1623_1': [1623]}
num1624 = {'col_num1624_1': [1624]}
num1625 = {'col_num1625_1': [1625]}
num1626 = {'col_num1626_1': [1626]}
num1627 = {'col_num1627_1': [1627]}
num1628 = {'col_num1628_1': [1628]}
num1629 = {'col_num1629_1': [1629]}
num1630 = {'col_num1630_1': [1630]}
num1631 = {'col_num1631_1': [1631]}
num1632 = {'col_num1632_1': [1632]}
num1633 = {'col_num1633_1': [1633]}
num1634 = {'col_num1634_1': [1634]}
num1635 = {'col_num1635_1': [1635]}
num1636 = {'col_num1636_1': [1636]}
num1637 = {'col_num1637_1': [1637]}
num1638 = {'col_num1638_1': [1638]}
num1639 = {'col_num1639_1': [1639]}
num1640 = {'col_num1640_1': [1640]}
num1641 = {'col_num1641_1': [1641]}
num1642 = {'col_num1642_1': [1642]}
num1643 = {'col_num1643_1': [1643]}
num1644 = {'col_num1644_1': [1644]}
num1645 = {'col_num1645_1': [1645]}
num1646 = {'col_num1646_1': [1646]}
num1647 = {'col_num1647_1': [1647]}
num1648 = {'col_num1648_1': [1648]}
num1649 = {'col_num1649_1': [1649]}
num1650 = {'col_num1650_1': [1650]}
num1651 = {'col_num1651_1': [1651]}
num1652 = {'col_num1652_1': [1652]}
num1653 = {'col_num1653_1': [1653]}
num1654 = {'col_num1654_1': [1654]}
num1655 = {'col_num1655_1': [1655]}
num1656 = {'col_num1656_1': [1656]}
num1657 = {'col_num1657_1': [1657]}
num1658 = {'col_num1658_1': [1658]}
num1659 = {'col_num1659_1': [1659]}
num1660 = {'col_num1660_1': [1660]}
num1661 = {'col_num1661_1': [1661]}
num1662 = {'col_num1662_1': [1662]}
num1663 = {'col_num1663_1': [1663]}
num1664 = {'col_num1664_1': [1664]}
num1665 = {'col_num1665_1': [1665]}
num1666 = {'col_num1666_1': [1666]}
num1667 = {'col_num1667_1': [1667]}
num1668 = {'col_num1668_1': [1668]}
num1669 = {'col_num1669_1': [1669]}
num1670 = {'col_num1670_1': [1670]}
num1671 = {'col_num1671_1': [1671]}
num1672 = {'col_num1672_1': [1672]}
num1673 = {'col_num1673_1': [1673]}
num1674 = {'col_num1674_1': [1674]}
num1675 = {'col_num1675_1': [1675]}
num1676 = {'col_num1676_1': [1676]}
num1677 = {'col_num1677_1': [1677]}
num1678 = {'col_num1678_1': [1678]}
num1679 = {'col_num1679_1': [1679]}
num1680 = {'col_num1680_1': [1680]}
num1681 = {'col_num1681_1': [1681]}
num1682 = {'col_num1682_1': [1682]}
num1683 = {'col_num1683_1': [1683]}
num1684 = {'col_num1684_1': [1684]}
num1685 = {'col_num1685_1': [1685]}
num1686 = {'col_num1686_1': [1686]}
num1687 = {'col_num1687_1': [1687]}
num1688 = {'col_num1688_1': [1688]}
num1689 = {'col_num1689_1': [1689]}
num1690 = {'col_num1690_1': [1690]}
num1691 = {'col_num1691_1': [1691]}
num1692 = {'col_num1692_1': [1692]}
num1693 = {'col_num1693_1': [1693]}
num1694 = {'col_num1694_1': [1694]}
num1695 = {'col_num1695_1': [1695]}
num1696 = {'col_num1696_1': [1696]}
num1697 = {'col_num1697_1': [1697]}
num1698 = {'col_num1698_1': [1698]}
num1699 = {'col_num1699_1': [1699]}
num1700 = {'col_num1700_1': [1700]}
num1701 = {'col_num1701_1': [1701]}
num1702 = {'col_num1702_1': [1702]}
num1703 = {'col_num1703_1': [1703]}
num1704 = {'col_num1704_1': [1704]}
num1705 = {'col_num1705_1': [1705]}
num1706 = {'col_num1706_1': [1706]}
num1707 = {'col_num1707_1': [1707]}
num1708 = {'col_num1708_1': [1708]}
num1709 = {'col_num1709_1': [1709]}
num1710 = {'col_num1710_1': [1710]}
num1711 = {'col_num1711_1': [1711]}
num1712 = {'col_num1712_1': [1712]}
num1713 = {'col_num1713_1': [1713]}
num1714 = {'col_num1714_1': [1714]}
num1715 = {'col_num1715_1': [1715]}
num1716 = {'col_num1716_1': [1716]}
num1717 = {'col_num1717_1': [1717]}
num1718 = {'col_num1718_1': [1718]}
num1719 = {'col_num1719_1': [1719]}
num1720 = {'col_num1720_1': [1720]}
num1721 = {'col_num1721_1': [1721]}
num1722 = {'col_num1722_1': [1722]}
num1723 = {'col_num1723_1': [1723]}
num1724 = {'col_num1724_1': [1724]}
num1725 = {'col_num1725_1': [1725]}
num1726 = {'col_num1626_1': [1726]}
num1727 = {'col_num1727_1': [1727]}
num1728 = {'col_num1728_1': [1728]}
num1729 = {'col_num1729_1': [1729]}
num1730 = {'col_num1730_1': [1730]}
num1731 = {'col_num1731_1': [1731]}
num1732 = {'col_num1732_1': [1732]}
num1733 = {'col_num1733_1': [1733]}
num1734 = {'col_num1734_1': [1734]}
num1735 = {'col_num1735_1': [1735]}
num1736 = {'col_num1736_1': [1736]}
num1737 = {'col_num1737_1': [1737]}
num1738 = {'col_num1738_1': [1738]}
num1739 = {'col_num1739_1': [1739]}
num1740 = {'col_num1740_1': [1740]}
num1741 = {'col_num1741_1': [1741]}
num1742 = {'col_num1742_1': [1742]}
num1743 = {'col_num1743_1': [1743]}
num1744 = {'col_num1744_1': [1744]}
```

--------------------------------

### Python Execution Traceback

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error-3.13.txt

Illustrates a Python traceback indicating an error during script compilation, showing the file, function, and specific line of code involved in the execution failure.

```python
Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
                           ~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
```

--------------------------------

### Python Script Compilation Context

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b-3.10.txt

Shows the Python code responsible for compiling a script, as seen in a traceback. This highlights the execution environment where errors might occur.

```python
self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Python Script Compilation Context

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_c-3.13.txt

Shows the Python code responsible for compiling a script, as indicated by the traceback. This context helps in understanding where the syntax error was detected during the compilation phase.

```python
self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Define Numerical Columns in Python

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log_truncate.txt

This snippet demonstrates the definition of numerical columns, likely for data initialization or mapping within a Python environment. Each entry assigns a dictionary containing a single key-value pair, where the key is a column identifier and the value is the corresponding numerical data.

```python
num2159 = {'col_num2159_1': [2159]}
num2160 = {'col_num2160_1': [2160]}
num2161 = {'col_num2161_1': [2161]}
num2162 = {'col_num2162_1': [2162]}
num2163 = {'col_num2163_1': [2163]}
```

--------------------------------

### Spotfire Python Script Execution: 'in1'

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log.txt

This snippet represents a minimal script execution within the Spotfire Python environment. It shows the command 'in1' being processed, likely a variable reference or a simple script instruction.

```python
in1
```

--------------------------------

### Python Script Compilation Traceback

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/indentation_error.txt

Presents a typical Python traceback during script compilation. It shows the sequence of calls leading to the error, specifically highlighting the `compile` function and the resulting `IndentationError` from the script execution context.

```Python
Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Python Traceback: Undefined Output Variable in Spotfire Data Function

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/output_not_defined-3.13.txt

This snippet illustrates a typical Python traceback encountered when a Spotfire data function fails because an expected output variable was not defined or assigned a value before being referenced. It highlights the error message and the call stack leading to the failure.

```python
Error executing Python script:

spotfire.data_function.DataFunctionError: Output variable 'out1' was not defined

Traceback (most recent call last):
  File "data_function.py", line 255, in evaluate
    self._write_outputs(result)
    ~~~~~~~~~~~~~~~~~~~^^^^^^^^
  File "data_function.py", line 346, in _write_outputs
    raise DataFunctionError(f"Output variable '{output.name}' was not defined")
```

--------------------------------

### Reference Input Table in Spotfire Script

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log_omit_1.txt

This snippet demonstrates how to reference an input data table within a Spotfire Python script. The variable 'in1' is commonly used to represent the first input table provided to the script.

```python
in1
```

--------------------------------

### Python Script Execution Error Traceback

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/exception.txt

This snippet shows a typical Python traceback encountered when a script fails during execution in Spotfire. It includes the error type, the specific error message, and the call stack leading to the failure.

```Python
Error executing Python script:

TypeError: from test_exception

Traceback (most recent call last):
  File "data_function.py", line 324, in _execute_script
    exec(compiled_script, self.globals)
  File "<data_function>", line 1, in <module>

```

--------------------------------

### Python IndentationError: Unexpected Indent

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/indentation_error.txt

Illustrates a Python IndentationError, specifically an 'unexpected indent'. This error arises when the Python interpreter finds an indentation level that does not conform to the expected structure, often due to inconsistent spacing or misplaced code blocks.

```Python
print('You have entered an even number.')
```

--------------------------------

### Python Syntax Error: Expected Colon

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b-3.13.txt

Demonstrates a common Python SyntaxError where a colon is expected at the end of a statement, such as an if condition. This error prevents script execution.

```python
if + 42
```

--------------------------------

### Python Variable Assignment for Numerical Data

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log_truncate.txt

Demonstrates the common pattern of assigning numerical data to variables, where each variable represents a specific data point or column. This structure is often used for iterating through or referencing data within Spotfire.

```python
num1469 = {'col_num1469_1': [1469]}
num1470 = {'col_num1470_1': [1470]}
num1471 = {'col_num1471_1': [1471]}
num1472 = {'col_num1472_1': [1472]}
num1473 = {'col_num1473_1': [1473]}
num1474 = {'col_num1474_1': [1474]}
num1475 = {'col_num1475_1': [1475]}
num1476 = {'col_num1476_1': [1476]}
num1477 = {'col_num1477_1': [1477]}
num1478 = {'col_num1478_1': [1478]}
num1479 = {'col_num1479_1': [1479]}
num1480 = {'col_num1480_1': [1480]}
num1481 = {'col_num1481_1': [1481]}
num1482 = {'col_num1482_1': [1482]}
num1483 = {'col_num1483_1': [1483]}
num1484 = {'col_num1484_1': [1484]}
num1485 = {'col_num1485_1': [1485]}
num1486 = {'col_num1486_1': [1486]}
num1487 = {'col_num1487_1': [1487]}
num1488 = {'col_num1488_1': [1488]}
num1489 = {'col_num1489_1': [1489]}
num1490 = {'col_num1490_1': [1490]}
num1491 = {'col_num1491_1': [1491]}
num1492 = {'col_num1492_1': [1492]}
num1493 = {'col_num1493_1': [1493]}
num1494 = {'col_num1494_1': [1494]}
num1495 = {'col_num1495_1': [1495]}
num1496 = {'col_num1496_1': [1496]}
num1497 = {'col_num1497_1': [1497]}
num1498 = {'col_num1498_1': [1498]}
num1499 = {'col_num1499_1': [1499]}
num1500 = {'col_num1500_1': [1500]}
num1501 = {'col_num1501_1': [1501]}
num1502 = {'col_num1502_1': [1502]}
num1503 = {'col_num1503_1': [1503]}
num1504 = {'col_num1504_1': [1504]}
num1505 = {'col_num1505_1': [1505]}
num1506 = {'col_num1506_1': [1506]}
num1507 = {'col_num1507_1': [1507]}
num1508 = {'col_num1508_1': [1508]}
num1509 = {'col_num1509_1': [1509]}
num1510 = {'col_num1510_1': [1510]}
num1511 = {'col_num1511_1': [1511]}
num1512 = {'col_num1512_1': [1512]}
num1513 = {'col_num1513_1': [1513]}
num1514 = {'col_num1514_1': [1514]}
num1515 = {'col_num1515_1': [1515]}
num1516 = {'col_num1516_1': [1516]}
num1517 = {'col_num1517_1': [1517]}
num1518 = {'col_num1518_1': [1518]}
num1519 = {'col_num1519_1': [1519]}
num1520 = {'col_num1520_1': [1520]}
num1521 = {'col_num1521_1': [1521]}
num1522 = {'col_num1522_1': [1522]}
num1523 = {'col_num1523_1': [1523]}
num1524 = {'col_num1524_1': [1524]}
num1525 = {'col_num1525_1': [1525]}
num1526 = {'col_num1526_1': [1526]}
num1527 = {'col_num1527_1': [1527]}
num1528 = {'col_num1528_1': [1528]}
num1529 = {'col_num1529_1': [1529]}
num1530 = {'col_num1530_1': [1530]}
num1531 = {'col_num1531_1': [1531]}
num1532 = {'col_num1532_1': [1532]}
num1533 = {'col_num1533_1': [1533]}
num1534 = {'col_num1534_1': [1534]}
num1535 = {'col_num1535_1': [1535]}
num1536 = {'col_num1536_1': [1536]}
num1537 = {'col_num1537_1': [1537]}
num1538 = {'col_num1538_1': [1538]}
num1539 = {'col_num1539_1': [1539]}
num1540 = {'col_num1540_1': [1540]}
num1541 = {'col_num1541_1': [1541]}
num1542 = {'col_num1542_1': [1542]}
num1543 = {'col_num1543_1': [1543]}
num1544 = {'col_num1544_1': [1544]}
num1545 = {'col_num1545_1': [1545]}
num1546 = {'col_num1546_1': [1546]}
num1547 = {'col_num1547_1': [1547]}
num1548 = {'col_num1548_1': [1548]}
num1549 = {'col_num1549_1': [1549]}
num1550 = {'col_num1550_1': [1550]}
num1551 = {'col_num1551_1': [1551]}
num1552 = {'col_num1552_1': [1552]}
num1553 = {'col_num1553_1': [1553]}
num1554 = {'col_num1554_1': [1554]}
num1555 = {'col_num1555_1': [1555]}
num1556 = {'col_num1556_1': [1556]}
num1557 = {'col_num1557_1': [1557]}
num1558 = {'col_num1558_1': [1558]}
num1559 = {'col_num1559_1': [1559]}
num1560 = {'col_num1560_1': [1560]}
num1561 = {'col_num1561_1': [1561]}
num1562 = {'col_num1562_1': [1562]}
num1563 = {'col_num1563_1': [1563]}
num1564 = {'col_num1564_1': [1564]}
num1565 = {'col_num1565_1': [1565]}
num1566 = {'col_num1566_1': [1566]}
num1567 = {'col_num1567_1': [1567]}
num1568 = {'col_num1568_1': [1568]}
num1569 = {'col_num1569_1': [1569]}
num1570 = {'col_num1570_1': [1570]}
num1571 = {'col_num1571_1': [1571]}
num1572 = {'col_num1572_1': [1572]}
num1573 = {'col_num1573_1': [1573]}
num1574 = {'col_num1574_1': [1574]}
num1575 = {'col_num1575_1': [1575]}
num1576 = {'col_num1576_1': [1576]}
num1577 = {'col_num1577_1': [1577]}
num1578 = {'col_num1578_1': [1578]}
num1579 = {'col_num1579_1': [1579]}
num1580 = {'col_num1580_1': [1580]}
num1581 = {'col_num1581_1': [1581]}
num1582 = {'col_num1582_1': [1582]}
num1583 = {'col_num1583_1': [1583]}
num1584 = {'col_num1584_1': [1584]}
num1585 = {'col_num1585_1': [1585]}
num1586 = {'col_num1586_1': [1586]}
num1587 = {'col_num1587_1': [1587]}
num1588 = {'col_num1588_1': [1588]}
num1589 = {'col_num1589_1': [1589]}
num1590 = {'col_num1590_1': [1590]}
num1591 = {'col_num1591_1': [1591]}
num1592 = {'col_num1592_1': [1592]}
num1593 = {'col_num1593_1': [1593]}
num1594 = {'col_num1594_1': [1594]}
num1595 = {'col_num1595_1': [1595]}
num1596 = {'col_num1596_1': [1596]}
num1597 = {'col_num1597_1': [1597]}
num1598 = {'col_num1598_1': [1598]}
num1599 = {'col_num1599_1': [1599]}
num1600 = {'col_num1600_1': [1600]}
num1601 = {'col_num1601_1': [1601]}
num1602 = {'col_num1602_1': [1602]}
num1603 = {'col_num1603_1': [1603]}
num1604 = {'col_num1604_1': [1604]}
num1605 = {'col_num1605_1': [1605]}
num1606 = {'col_num1606_1': [1606]}
```

--------------------------------

### Python Syntax Error: Expected Colon

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b-3.10.txt

Illustrates a Python SyntaxError where a colon is expected after an 'if' statement. This snippet shows the exact line causing the error.

```python
if + 42
```

--------------------------------

### Python SyntaxError in Spotfire Script

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error.txt

This documentation details a common Python `SyntaxError` encountered when executing scripts within Spotfire. It highlights the traceback structure and the specific error message indicating invalid syntax, often caused by typos or incorrect Python constructs.

```Python
Error executing Python script:

  File "<data_function>", line 1
    rais TypeError('from test_syntax_error')
         ^
SyntaxError: invalid syntax (<data_function>, line 1)

Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
```

--------------------------------

### Python IndentationError in Spotfire

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/indentation_error-3.11.txt

Illustrates a common Python IndentationError that occurs when script formatting is incorrect. This error typically arises from improper use of spaces or tabs for indentation, which is critical in Python syntax. The provided traceback highlights the specific line and character where the unexpected indent was detected.

```Python
Error executing Python script:

  File "<data_function>", line 1
         print('You have entered an even number.')
         ^
IndentationError: unexpected indent (<data_function>, line 1)

Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
```

--------------------------------

### Execute Python Script in Spotfire

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/stderr_pysrv116_2-3.13.txt

This snippet shows the Python code responsible for executing a compiled script within the Spotfire environment. It is part of the error handling process and indicates where an exception might occur.

```python
exec(compiled_script, self.globals)
```

--------------------------------

### Spotfire Python Numeric Data Structure

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/debug_log_truncate.txt

Illustrates a typical data structure used to represent individual numeric data points within Spotfire's Python integration. Each entry typically maps a variable name (e.g., 'numXXX') to a dictionary containing a column name (e.g., 'col_numXXX_1') and a list with the corresponding numeric value.

```python
num607: {'col_num607_1': [607]}
```

```python
num608: {'col_num608_1': [608]}
```

```python
num609: {'col_num609_1': [609]}
```

```python
num610: {'col_num610_1': [610]}
```

```python
num611: {'col_num611_1': [611]}
```

```python
num612: {'col_num612_1': [612]}
```

```python
num613: {'col_num613_1': [613]}
```

```python
num614: {'col_num614_1': [614]}
```

```python
num615: {'col_num615_1': [615]}
```

```python
num616: {'col_num616_1': [616]}
```

```python
num617: {'col_num617_1': [617]}
```

```python
num618: {'col_num618_1': [618]}
```

```python
num619: {'col_num619_1': [619]}
```

```python
num620: {'col_num620_1': [620]}
```

```python
num621: {'col_num621_1': [621]}
```

```python
num622: {'col_num622_1': [622]}
```

```python
num623: {'col_num623_1': [623]}
```

```python
num624: {'col_num624_1': [624]}
```

```python
num625: {'col_num625_1': [625]}
```

```python
num626: {'col_num626_1': [626]}
```

```python
num627: {'col_num627_1': [627]}
```

```python
num628: {'col_num628_1': [628]}
```

```python
num629: {'col_num629_1': [629]}
```

```python
num630: {'col_num630_1': [630]}
```

```python
num631: {'col_num631_1': [631]}
```

```python
num632: {'col_num632_1': [632]}
```

```python
num633: {'col_num633_1': [633]}
```

```python
num634: {'col_num634_1': [634]}
```

```python
num635: {'col_num635_1': [635]}
```

```python
num636: {'col_num636_1': [636]}
```

```python
num637: {'col_num637_1': [637]}
```

```python
num638: {'col_num638_1': [638]}
```

```python
num639: {'col_num639_1': [639]}
```

```python
num640: {'col_num640_1': [640]}
```

```python
num641: {'col_num641_1': [641]}
```

```python
num642: {'col_num642_1': [642]}
```

```python
num643: {'col_num643_1': [643]}
```

```python
num644: {'col_num644_1': [644]}
```

```python
num645: {'col_num645_1': [645]}
```

```python
num646: {'col_num646_1': [646]}
```

```python
num647: {'col_num647_1': [647]}
```

```python
num648: {'col_num648_1': [648]}
```

```python
num649: {'col_num649_1': [649]}
```

```python
num650: {'col_num650_1': [650]}
```

```python
num651: {'col_num651_1': [651]}
```

```python
num652: {'col_num652_1': [652]}
```

```python
num653: {'col_num653_1': [653]}
```

```python
num654: {'col_num654_1': [654]}
```

```python
num655: {'col_num655_1': [655]}
```

```python
num656: {'col_num656_1': [656]}
```

```python
num657: {'col_num657_1': [657]}
```

```python
num658: {'col_num658_1': [658]}
```

```python
num659: {'col_num659_1': [659]}
```

```python
num660: {'col_num660_1': [660]}
```

```python
num661: {'col_num661_1': [661]}
```

```python
num662: {'col_num662_1': [662]}
```

```python
num663: {'col_num663_1': [663]}
```

```python
num664: {'col_num664_1': [664]}
```

```python
num665: {'col_num665_1': [665]}
```

```python
num666: {'col_num666_1': [666]}
```

```python
num667: {'col_num667_1': [667]}
```

```python
num668: {'col_num668_1': [668]}
```

```python
num669: {'col_num669_1': [669]}
```

```python
num670: {'col_num670_1': [670]}
```

```python
num671: {'col_num671_1': [671]}
```

```python
num672: {'col_num672_1': [672]}
```

```python
num673: {'col_num673_1': [673]}
```

```python
num674: {'col_num674_1': [674]}
```

```python
num675: {'col_num675_1': [675]}
```

```python
num676: {'col_num676_1': [676]}
```

```python
num677: {'col_num677_1': [677]}
```

```python
num678: {'col_num678_1': [678]}
```

```python
num679: {'col_num679_1': [679]}
```

```python
num680: {'col_num680_1': [680]}
```

```python
num681: {'col_num681_1': [681]}
```

```python
num682: {'col_num682_1': [682]}
```

```python
num683: {'col_num683_1': [683]}
```

```python
num684: {'col_num684_1': [684]}
```

```python
num685: {'col_num685_1': [685]}
```

```python
num686: {'col_num686_1': [686]}
```

```python
num687: {'col_num687_1': [687]}
```

```python
num688: {'col_num688_1': [688]}
```

```python
num689: {'col_num689_1': [689]}
```

```python
num690: {'col_num690_1': [690]}
```

```python
num691: {'col_num691_1': [691]}
```

```python
num692: {'col_num692_1': [692]}
```

```python
num693: {'col_num693_1': [693]}
```

```python
num694: {'col_num694_1': [694]}
```

```python
num695: {'col_num695_1': [695]}
```

```python
num696: {'col_num696_1': [696]}
```

```python
num697: {'col_num697_1': [697]}
```

```python
num698: {'col_num698_1': [698]}
```

```python
num699: {'col_num699_1': [699]}
```

```python
num700: {'col_num700_1': [700]}
```

```python
num701: {'col_num701_1': [701]}
```

```python
num702: {'col_num702_1': [702]}
```

```python
num703: {'col_num703_1': [703]}
```

```python
num704: {'col_num704_1': [704]}
```

```python
num705: {'col_num705_1': [705]}
```

```python
num706: {'col_num706_1': [706]}
```

```python
num707: {'col_num707_1': [707]}
```

```python
num708: {'col_num708_1': [708]}
```

```python
num709: {'col_num709_1': [709]}
```

```python
num710: {'col_num710_1': [710]}
```

```python
num711: {'col_num711_1': [711]}
```

```python
num712: {'col_num712_1': [712]}
```

```python
num713: {'col_num713_1': [713]}
```

```python
num714: {'col_num714_1': [714]}
```

```python
num715: {'col_num715_1': [715]}
```

```python
num716: {'col_num716_1': [716]}
```

```python
num717: {'col_num717_1': [717]}
```

```python
num718: {'col_num718_1': [718]}
```

```python
num719: {'col_num719_1': [719]}
```

```python
num720: {'col_num720_1': [720]}
```

```python
num721: {'col_num721_1': [721]}
```

```python
num722: {'col_num722_1': [722]}
```

```python
num723: {'col_num723_1': [723]}
```

```python
num724: {'col_num724_1': [724]}
```

```python
num725: {'col_num725_1': [725]}
```

```python
num726: {'col_num726_1': [726]}
```

```python
num727: {'col_num727_1': [727]}
```

```python
num728: {'col_num728_1': [728]}
```

```python
num729: {'col_num729_1': [729]}
```

```python
num730: {'col_num730_1': [730]}
```

```python
num731: {'col_num731_1': [731]}
```

```python
num732: {'col_num732_1': [732]}
```

```python
num733: {'col_num733_1': [733]}
```

```python
num734: {'col_num734_1': [734]}
```

```python
num735: {'col_num735_1': [735]}
```

```python
num736: {'col_num736_1': [736]}
```

```python
num737: {'col_num737_1': [737]}
```

```python
num738: {'col_num738_1': [738]}
```

```python
num739: {'col_num739_1': [739]}
```

```python
num740: {'col_num740_1': [740]}
```

```python
num741: {'col_num741_1': [741]}
```

```python
num742: {'col_num742_1': [742]}
```

```python
num743: {'col_num743_1': [743]}
```

```python
num744: {'col_num744_1': [744]}
```

```python
num745: {'col_num745_1': [745]}
```

```python
num746: {'col_num746_1': [746]}
```

```python
num747: {'col_num747_1': [747]}
```

```python
num748: {'col_num748_1': [748]}
```

```python
num749: {'col_num749_1': [749]}
```

```python
num750: {'col_num750_1': [750]}
```

```python
num751: {'col_num751_1': [751]}
```

```python
num752: {'col_num752_1': [752]}
```

```python
num753: {'col_num753_1': [753]}
```

```python
num754: {'col_num754_1': [754]}
```

```python
num755: {'col_num755_1': [755]}
```

```python
num756: {'col_num756_1': [756]}
```

```python
num757: {'col_num757_1': [757]}
```

--------------------------------

### Python Syntax Error: Expected Colon

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/syntax_error_b-3.11.txt

This snippet illustrates a common Python SyntaxError where a colon is missing at the end of an 'if' statement. This error prevents the script from compiling and executing within Spotfire.

```python
if + 42
    # Code block here
```

```python-traceback
Error executing Python script:

  File "<data_function>", line 1
    if + 42
          ^
SyntaxError: expected ':' (<data_function>, line 1)

Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
```

--------------------------------

### Python IndentationError in Spotfire

Source: https://github.com/spotfiresoftware/spotfire-python/blob/main/spotfire/test/files/data_function/indentation_error-3.13.txt

Details the Python IndentationError, which occurs due to incorrect spacing or indentation in Python code. This error is critical for script execution and often arises from mixing tabs and spaces or improper block structuring within Spotfire data functions.

```python
Error executing Python script:

  File "<data_function>", line 1
         print('You have entered an even number.')
         ^
IndentationError: unexpected indent (<data_function>, line 1)

Traceback (most recent call last):
  File "data_function.py", in _compile_script
    self.compiled_script = compile(self.script, self.script_filename, 'exec')
                           ~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
```

=== COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.