[Edit] Python: .strptime() (#7048)

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Author: mamtawardhani

content/python/concepts/dates/terms/strptime/strptime.md

@@ -1,69 +1,177 @@
 ---
 Title: '.strptime()'
-Description: 'Returns a datetime object that represents the parsed date and time from the given string, based on the specified format.'
+Description: 'Parses a string representing a date and time according to a specified format and returns a `datetime` object'
 Subjects:
-  - 'Python'
   - 'Computer Science'
+  - 'Web Development'
 Tags:
   - 'Date'
-  - 'Time'
+  - 'Methods'
   - 'Strings'
+  - 'Time'
 CatalogContent:
   - 'learn-python-3'
   - 'paths/computer-science'
 ---
 
-The **`.strptime()`** is a method included in the [`datetime`](https://www.codecademy.com/resources/docs/python/dates) module. It is used to parse a string representing a date and/or time and convert it into a `datetime` object using a specified format.
+The **`.strptime()`** method is a class method in Python's [`datetime`](https://www.codecademy.com/resources/docs/python/dates) module that parses a string representing a date and time according to a specified format and returns a corresponding `datetime` object. It serves as the inverse operation to [`.strftime()`](https://www.codecademy.com/resources/docs/python/time-module/strftime) by converting formatted string representations back into datetime objects that can be manipulated programmatically.
+
+The `strptime()` method is essential for applications that need to process date and time data from external sources such as log files, user input, APIs, CSV files, or databases where dates are stored as strings. It enables developers to convert these string representations into Python datetime objects for calculations, comparisons, formatting, and other datetime operations. Common use cases include parsing timestamps from log files, processing user-entered dates in web forms, importing date data from spreadsheets, and converting API responses containing date strings.
 
 ## Syntax
 
 ```pseudo
+datetime.strptime(date_string, format)
+```
+
+**Parameters:**
+
+- `date_string`: The string containing the date and time information to be parsed
+- `format`: A string specifying the format of the input string using format directives
+
+**Return value:**
+
+Returns a `datetime` object representing the parsed date and time.
+
+## Example 1: Basic String Parsing
+
+This example demonstrates the fundamental usage of `.strptime()` to convert a simple date string into a `datetime` object:
+
+```py
 from datetime import datetime
 
-datetime.strptime(date_string, format)
+# Parse a date string in YYYY-MM-DD format
+date_string = "2024-03-15"
+date_object = datetime.strptime(date_string, "%Y-%m-%d")
+
+print("Original string:", date_string)
+print("Parsed datetime object:", date_object)
+print("Type:", type(date_object))
+
+# Access individual components
+print("Year:", date_object.year)
+print("Month:", date_object.month)
+print("Day:", date_object.day)
 ```
 
-- `date_string`: The string representing the date and/or time to be parsed.
-- `format`: A string that defines the structure of `date_string` using format codes from the `datetime` module (e.g., `%Y` for a four-digit year, `%m` for a two-digit month).
+This example results in the following output:
 
-It returns a `datetime` object, which represents the parsed date and time from the provided `date_string` according to the specified `format`.
+```shell
+Original string: 2024-03-15
+Parsed datetime object: 2024-03-15 00:00:00
+Type: <class 'datetime.datetime'>
+Year: 2024
+Month: 3
+Day: 15
+```
 
-## Example
+The example shows how `.strptime()` converts a string into a full `datetime` object. Notice that when only a date is provided, the time components default to `00:00:00`.
 
-In the following example, the `.strptime()` method is used to parse a date-time string into a `datetime` object based on the specified format:
+## Example 2: Log File Processing
+
+This example demonstrates parsing timestamps from a log file format, which is a common real-world scenario for system administrators and developers:
 
 ```py
 from datetime import datetime
 
-# Define the date-time string and format
-datetime_string = "27/12/2024 15:30:00"
-datetime_format = "%d/%m/%Y %H:%M:%S"
+# Sample log entries with timestamps
+log_entries = [
+  "2024-06-09 14:30:25 INFO: User login successful",
+  "2024-06-09 14:32:18 ERROR: Database connection failed",
+  "2024-06-09 14:33:45 WARNING: High memory usage detected"
+]
+
+# Extract and parse timestamps from log entries
+parsed_timestamps = []
 
-# Parse the string into a datetime object
-dt_object = datetime.strptime(datetime_string, datetime_format)
+for entry in log_entries:
+  # Extract timestamp part (first 19 characters)
+  timestamp_str = entry[:19]
 
-print(dt_object)
+  # Parse the timestamp
+  timestamp_obj = datetime.strptime(timestamp_str, "%Y-%m-%d %H:%M:%S")
+  parsed_timestamps.append(timestamp_obj)
+
+  print(f"Log time: {timestamp_obj}")
+  print(f"Day of week: {timestamp_obj.strftime('%A')}")
+
+# Calculate time difference between first and last log entry
+if len(parsed_timestamps) > 1:
+  time_diff = parsed_timestamps[-1] - parsed_timestamps[0]
+  print(f"\nTime span of logs: {time_diff}")
 ```
 
-The code above produces an output as:
+This example results in the following output:
 
 ```shell
-2024-12-27 15:30:00
+Log time: 2024-06-09 14:30:25
+Day of week: Sunday
+Log time: 2024-06-09 14:32:18
+Day of week: Sunday
+Log time: 2024-06-09 14:33:45
+Day of week: Sunday
+
+Time span of logs: 0:03:20
 ```
 
-## Codebyte Example
+This example shows practical usage for parsing server logs or application logs where timestamps need to be extracted and analyzed for monitoring, debugging, or reporting purposes.
 
-Run the following codebyte example to understand the use of the `.strptime()` method:
+## Codebyte Example: International Date Format Processing
+
+This example demonstrates handling various international date formats, which is crucial for applications dealing with global data sources:
 
 ```codebyte/python
 from datetime import datetime
 
-# Define the date string and format
-date_string = "2025-01-08"
-date_format = "%Y-%m-%d"
+# Different international date formats
+international_dates = [
+  ("15/03/2024", "%d/%m/%Y", "European DD/MM/YYYY"),
+  ("March 15, 2024", "%B %d, %Y", "US Long Format"),
+  ("15-Mar-24", "%d-%b-%y", "Short Month Name"),
+  ("2024.03.15 18:30", "%Y.%m.%d %H:%M", "Dot Separated with Time")
+]
+
+print("Converting international date formats:")
+print("-" * 50)
+
+for date_str, fmt, description in international_dates:
+  try:
+    # Parse the date string according to its format
+    parsed_date = datetime.strptime(date_str, fmt)
+
+    # Convert to standardized format for comparison
+    standard_format = parsed_date.strftime("%Y-%m-%d %H:%M:%S")
+
+    print(f"{description}:")
+    print(f"  Input: {date_str}")
+    print(f"  Parsed: {standard_format}")
+    print(f"  Weekday: {parsed_date.strftime('%A')}")
+    print()
+
+  except ValueError as e:
+    print(f"Error parsing {date_str}: {e}")
+
+# Demonstrate timezone handling with UTC indicator
+utc_string = "2024-03-15T14:30:00Z"
+# Remove 'Z' and parse (strptime doesn't handle 'Z' directly)
+clean_utc = utc_string.replace('Z', '')
+utc_datetime = datetime.strptime(clean_utc, "%Y-%m-%dT%H:%M:%S")
+print(f"UTC timestamp: {utc_string}")
+print(f"Parsed as: {utc_datetime}")
+```
 
-# Parse the string into a datetime object
-dt_object = datetime.strptime(date_string, date_format)
+This example illustrates how `.strptime()` can handle various date formats commonly encountered when processing data from different countries and systems.
 
-print(dt_object)
-```
+## Frequently Asked Questions
+
+### 1. What's the difference between `.strptime()` and `.strftime()`?
+
+`strptime()` converts strings to `datetime` objects, while `.strftime()` converts `datetime` objects to formatted strings. They are inverse operations.
+
+### 2. How do I handle invalid date strings using `.strptime()` in Python?
+
+If the input string does not match the expected format, `.strptime()` will raise a `ValueError`. To handle such cases safely, you can use a try-except block.
+
+### 3. Can `.strptime()` parse time-only or date-only strings in Python?
+
+Yes, `.strptime()` can parse time-only or date-only strings, as long as the format string matches exactly.