villaInventorySdk 0.1.6

A description of your project

villaInventorySdk

full docs here https://thanakijwanavit.github.io/villa-inventory-sdk/

Install

pip install villaInventorySdk

How to use

Uploading a large amount of data

sample input

from villaInventorySdk.inventory import InventorySdk
from random import randrange
import boto3, time, json
from dataclasses import dataclass
from dataclasses_json import dataclass_json
from datetime import datetime
import pandas as pd
from nicHelper.dictUtil import printDict

sampleInput =  [ 
  { 'iprcode': '0000009', 'brcode': '1000', 'ib_cf_qty': '50', 'new_ib_vs_stock_cv': '27' },
  { 'iprcode': '0000004', 'brcode': '1000', 'ib_cf_qty': '35', 'new_ib_vs_stock_cv': '33' },
  { 'iprcode': '0000003', 'brcode': '1003', 'ib_cf_qty': '36', 'new_ib_vs_stock_cv': '33' }
    ]
df = pd.DataFrame(sampleInput)
df

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	iprcode	brcode	ib_cf_qty	new_ib_vs_stock_cv
0	0000009	1000	50	27
1	0000004	1000	35	33
2	0000003	1003	36	33

Upload data

init sdk

%%time
USER=None
PW = None
sdk = InventorySdk(user=USER, pw=PW, branchName = branch)

CPU times: user 34.2 ms, sys: 7.54 ms, total: 41.8 ms
Wall time: 40.8 ms

Update inventory

%%time
key = 'test'
r = sdk.uploadDf(df, key = key)
if r.status_code >= 400: raise Exception(r.json())
sdk.ingestData(key = key)

signed url is 
url : https://in
fields
 key : test
 AWSAccessKeyId : ASIAVX4Z5T
 x-amz-security-token : IQoJb3JpZ2
 policy : eyJleHBpcm
 signature : apy2TqqnY2
CPU times: user 54.7 ms, sys: 12.3 ms, total: 67 ms
Wall time: 628 ms





{'body': '{"iprcode":{"0":"0000009","1":"0000004","2":"0000003"},"brcode":{"0":"1000","1":"1000","2":"1003"},"ib_cf_qty":{"0":"50","1":"35","2":"36"},"new_ib_vs_stock_cv":{"0":"27","1":"33","2":"33"}}',
 'statusCode': 200,
 'headers': {'Access-Control-Allow-Headers': '*',
  'Access-Control-Allow-Origin': '*',
  'Access-Control-Allow-Methods': '*'}}

test uploading full data

#### test uploading real data 
# df = pd.read_csv('sampleData/inventory.csv', index_col=0, dtype=str).reset_index(drop=True)
# r = sdk.uploadDf(df, key = key)
# if r.status_code >= 400: raise Exception(r.json())
# sdk.ingestData(key = key)

Query single product

%%time
sdk.querySingleProduct2(iprcode='1234')

succesfully get url, returning pandas
CPU times: user 103 ms, sys: 12.6 ms, total: 116 ms
Wall time: 799 ms

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	iprcode	brcode	ib_cf_qty	new_ib_vs_stock_cv

Query Branch

%%time
sdk.branchQuery(brcode='1000', iprcodes = [9])

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

TypeError                                 Traceback (most recent call last)

<timed eval> in <module>


~/SageMaker/.persisted_conda/python38/lib/python3.8/site-packages/nicHelper/wrappers.py in wrapper(self, *args, **kwargs)
     12         @wraps(func)
     13         def wrapper(self, *args, **kwargs):
---> 14             return func(self, *args, **kwargs)
     15         setattr(cls, func.__name__, wrapper)
     16         # Note we are not binding func, but wrapper which accepts self but does exactly the same as func


TypeError: branchQuery() got an unexpected keyword argument 'iprcodes'

Query All

%%time
sdk.queryAll2()

succesfully get url, returning pandas
CPU times: user 76.2 ms, sys: 24.1 ms, total: 100 ms
Wall time: 673 ms

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	iprcode	brcode	ib_cf_qty	new_ib_vs_stock_cv
0	4	1000	35	33
1	9	1000	95	95
2	12	1000	36	36
3	26	1000	28	28
4	28	1000	9	9
...	...	...	...	...
81551	244818	1000	0	0
81552	244820	1000	0	0
81553	244822	1000	0	0
81554	244823	1000	0	0
81555	3	1003	36	33

81556 rows × 4 columns

sdk.querySingleProduct2()

succesfully get url, returning pandas

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	iprcode	brcode	ib_cf_qty	new_ib_vs_stock_cv