Fast key search in python
Project description
Dict picker (dictionary picker)
Retrieve data from Python dictionaries and lists.
Installation
With pip:
pip install -U dict-picker
Or with conda:
conda install "dict-picker" -c conda-forge
Usage
pick_by_path
The pick_by_path
function is used to extract values from nested dictionaries using a path-like string to identify the desired value. The function takes three arguments: a dictionary object, a string representing the path to the desired value and optionally a delimiter.
The path string consists of a sequence of keys, separated by the delimiter character ('/'
by default), where each key represents a level in the nested dictionary. If the key has the value '*'
, it matches any key on that level, or sets it to check all items in the list.
The function returns the value at the end of the path or a list of values if the path contains a wildcard. If the path is not found, the function returns None
.
from dict_picker import pick_by_path
example_dict = {
"foo": "bar",
"baz": {
"qux": "quux",
"quuux": "corge"
},
"fred": {
"wilma": "betty",
"barney": "pebbles"
},
"arr": [
{ 'id': 123 },
{ 'id': 456 },
{ 'id': 789 },
{ 'name': 'bubbles' },
],
}
assert pick_by_path(example_dict, "foo") == "bar"
assert pick_by_path(example_dict, "baz/qux") == "quux"
assert pick_by_path(example_dict, "fred/wilma") == "betty"
assert pick_by_path(example_dict, "*/qux") == "quux"
assert pick_by_path(example_dict, "fred/*") == {"wilma": "betty", "barney": "pebbles"}
assert pick_by_path(example_dict, "*/quux") is None
assert pick_by_path(example_dict, "arr/*/id") == [123, 456, 789]
# slice syntax
assert pick_by_path(example_dict, "arr/0") == {'id': 123}
assert pick_by_path(example_dict, "arr/1/id") == 456
assert pick_by_path(example_dict, "arr/-1") == {'name': 'bubbles'}
assert pick_by_path(example_dict, "arr/1:/id") == [456, 789, None]
assert pick_by_path(example_dict, "arr/::-2/id") == [789, 123]
Parameters:
obj
-- A dictionary object to search for the desired value.path: str
-- A string representing the path to the desired value.delimiter: str
-- A string used to separate keys in the path string. Default is "/".
Return value:
- Returns the value found at the end of the path string, or a list of values if the path contains a wildcard. If the path is not found, None is returned.
pick_by_paths
The pick_by_paths
function is similar to pick_by_path
, but can extract values from multiple paths at once. It takes a dictionary object and a list of path strings as arguments, and returns a list of values found at the end of each path string or None if a path is not found. This works faster than running pick_by_path
in a loop.
from dict_picker import pick_by_path, pick_by_paths
example_dict = {
"foo": "bar",
"baz": {
"qux": "quux",
"quuux": "corge"
},
"fred": {
"wilma": "betty",
"barney": "pebbles"
},
"arr": [
{ 'id': 123 },
{ 'id': 456 },
{ 'id': 789 },
{ 'name': 'bubbles' },
],
}
assert pick_by_paths(example_dict, ["fred/*","*/quux", "arr/*/id",]) == [{"wilma": "betty", "barney": "pebbles"}, None, [123, 456, 789]]
Build from sources
Cargo
curl --proto '=https' --tlsv1.2 -sSf <https://sh.rustup.rs> | sh
For other installation options, see the official website.
Maturin
To bind python and rust, pyo3 is used. The Maturin library is used to make it easy to work with.
python -m pip install maturin
Build
python -m maturin build --release
Wheel will be released under the system and python in which it will be built. Read more about the compilation.
The finished wheel can be found in the target/wheels folder.
Build with docker
docker run --rm -v $(pwd):/io ghcr.io/pyo3/maturin build --release # or other maturin arguments
On macOS, it is better to use docker instead of podman.
Roadmap
-
Arbitrary levels skip operator
**
; -
Search inside an array of dictionaries. For example:
{ arr: [ { id: 123 }, { id: 456 }, { id: 789 }, ] } 'arr/*/id' -> [123, 456, 789]
-
Search by tuple of patterns. Returns the result as a list of found values.
-
add option to access lists via python slice syntax (issue #2):
{ arr: [ { id: 123 }, { id: 456 }, { id: 789 }, ] } 'arr/1/id' -> 456 'arr/1' -> { id: 123 } 'arr/:2/id' -> [123, 456] 'arr/1:' -> [{ id: 456 },{ id: 789 }] 'arr/::2/id' -> [123, 789]
Project details
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