PLOD is a simpler and easier way to manipulate lists of dictionaries. PLOD stands for Pythonic Lists of Dictionaries.
Increasingly, software is passing more complex data stores between machines and between processes. Examples include RESTful XML, JSON/MongoDB, Google protobuf, RabbitMQ, etc.
These data stores can include lists of collections, and each collection can have many attributes/values. In Python, these are often internally represented as a list containing dictionaries. For example, if you needed to represent a list of fruits available for purchase:
fruits = [
{"name": "bannana", "color": "yellow", "qty": 9, "sizes": [2, 2.4, 3]},
{"name": "cherry", "qty": 40, "sizes": [3, 2, 9]},
{"name": "lime", "color": "green", "qty": 2, "sizes": [2]},
]
One could, of course, pass such a structure into a SQL database such as MySQL or PostgreSQL for manipulation. But that can be overkill for a small amount of temporary data, especially when the infrastructure requirements are light and response time is critical. In that case, manipulating such a list might make more sense to do in-memory within Python itself.
If it is simple enough, one could do so directly using Python. For example:
abundant_fruit = [f for f in fruits if f['qty']>5]
But, if the program you are writing does such manipulations regularly, and those manipulations are somewhat more complex, then PLOD might be worth using. To mimic the previous example, this time with PLOD:
from PLOD import PLOD
abundant_fruit = PLOD(fruit).gt('qty',5).returnList()
Or a more complex example:
from PLOD import PLOD
my_fruit = PLOD(fruit).sort("color").contains("sizes", [3]).renumber("id", insert=True).returnList()
Here the list is sorted by color (missing colors at the top), filtered to entries with a size 3, and renumbered with a new key called "id".
Install _PLOD_ using pip:
pip install PLOD
In general, one simply:
- Creates an instance of the PLOD class.
- Chains together methods of the class to manipulate the list.
- Uses a "return" method to get the results you want.
For example, to sort a list:
from PLOD import PLOD
my_list = PLOD(fruits).sort("qty").returnList()
Or, to get a string with comma-separated values with a filter:
from PLOD import PLOD
csv = PLOD(fruits).gt('qty', 1).returnCSV(keys=['name', 'sizes'])
For more detailed information, please visit the Documentation and Library Reference