Parse Json données et mise à jour dans la table sql via python

Je suis en train d'analyser JSON en python pour la première fois, donc je ne pouvais pas trouver la bonne façon d'obtenir les données. J'accède aux données JSON à partir de la table sql appelée "table1" dans python Analyser les données et mettre à jour ces enregistrements dans "table1". Voici donc ma table sqlParse Json données et mise à jour dans la table sql via python

ID JSON   Street_Numb Street_Name Route sublocality Country ... 
12 <json_objects> NA   NA   NA  NA   NA ... 
40 <json_objects> NA   NA   NA  NA   NA ... 
30 <json_objects> NA   NA   NA  NA   NA ...

Dans le tableau ci-dessus les données JSON réelles ne pouvaient être accumulés donc je coller séparément ci-dessous JSON

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Donc, pour ceux colonne dans le tableau dont les valeurs NA Je voulais qu'ils se remplissent en extrayant les objets JSON de chaque enregistrement.

Alors, voici un code que j'ai essayé,

import pyodbc 
import json 
import numpy as np 
import pandas as pd 
cnxn = pyodbc.connect('DRIVER={SQL Server};SERVER=myServer;DATABASE=temp;UID=ADMIN;[email protected];autocommit=True') 
cursor = cnxn.cursor() 
cursor.execute("select TOP 3 ID, JSON from table1 where JSON is NOT NULL AND Country is NULL") 

ID=[] 
JSON=[] 

for row in cursor.fetchall(): 
    ID.append(row[0]) 
    JSON.append(row[1]) 
    jsonData = jsonResponse["data"] 
    for item in jsonData: 
     Street_Numb = item.get("Street_Numb")[1] #access only first address component 
     Street_Name = item.get("Street_Name")[1] #access only first address component 
     Route  = item.get("Route")[1] #access only first address component 
     sublocality = item.get("sublocality")[1] #access only first address component 
     Country = item.get("Country")[1] #access only first address component 



    for i in data: 
      cursor.execute("UPDATE table1 SET Street_Numb = ?, Street_Name=?,Route=?,sublocality=?,Country=?)

Donc, pour chaque objet JSON il y a des composants d'adresses multiples afin d'eux, je veux juste accéder que la première composante d'adresse. Mais ne peut pas vraiment obtenir un moyen par lequel cela pourrait être fait.

Toute suggestion serait très utile. Merci

Source

2017-08-20 deepesh

So for each JSON object there are multiple address components so from them I just want to access the first address component only.

C'est votre premier défi. Les autres défis sont les suivants:

le type de composant d'adresse est spécifiée en tant que valeur dans « types » attribut, donc vous ne pouvez pas y accéder par nom et
certains types (par exemple, "sublocalité") peut apparaître plus d'une fois.

l'intérieur de votre boucle for row in cursor.fetchall(): vous pouvez enregistrer les valeurs de la colonne « ID » et « JSON » en tant que variables simples,

id = row[0] 
json_string = row[1]

Vous pouvez extraire les valeurs des composants d'adresses dans un dictionnaire de listes, puis concaténer les listes en chaînes simples:

address_fields = { 
    'street_number': [], 
    'route': [], 
    'sublocality': [], 
    } 
json_all = json.loads(json_string) 
json_results = json_all['results'] 
first_address_components = json_results[0]['address_components'] 
for item in first_address_components: 
    for field_key in address_fields.keys(): 
     if field_key in item['types']: 
      address_fields[field_key].append(item['short_name']) 
# convert lists to single strings 
address_fields = {key: ', '.join(values) for key, values in address_fields.items()} 

pprint(address_fields)

avec le pprint (à des fins de démonstration) produisant

{'route': 'BT Kawde Road', 
'street_number': '16', 
'sublocality': 'Uday Baug, Ghorpadi'}

Vous pouvez ensuite procéder à mettre à jour la table avec le code comme ceci:

sql = """\ 
UPDATE table1 SET Street_Numb=?, Route=?, sublocality=? WHERE ID=? 
""" 
params = (
    address_fields['street_number'], 
    address_fields['route'], 
    address_fields['sublocality'], 
    id 
    ) 
crsr.execute(sql, params)

Source

2017-08-20 15:15:05

En utilisant votre code, il a donné une erreur « TypeError: l'objet JSON doit être str, octets ou bytearray, pas « liste » " – deepesh

J'ai utilisé" dumpData = json.dumps (json_string) json_all = json.loads (dumpData) json_results = json_all ['results'] "l'erreur mentionnée ci-dessus s'est déclenchée, mais maintenant il produit avec une nouvelle erreur" TypeError: le JSON l'objet doit être str, bytes ou bytearray, pas 'list' " – deepesh

Je vois que vous avez eu votre réponse [ici] (https://stackoverflow.com/a/45789765/2144390). –

En supposant que vous obtenez un objet json approprié de la base de données. Sinon, vous pouvez vider et charger les données.

dumpData = json.dumps(jsonResponse["data"]) 
jsonData = json.loads(dumpData)

Le problème est la boucle.

address_components = data['results'][0]["address_components"] 
Street_Numb = None 
for item in address_components: 
    if 'street_number'in item['types']: 
    Street_Numb = item.get("long_name")

DEMO

Source

2017-08-20 15:12:42 SarathSprakash

Parse Json données et mise à jour dans la table sql via python

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