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June 2, 2023 19:41
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python to solr
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Sure, I can give you a Python function to achieve that. However, please note that this function is a simple demonstration and you may need to modify it according to your actual use case. For example, error handling, exception handling, and managing API rate limiting are not included in the following example. | |
Let's assume the URL you are using is `http://solr-url/api`, and there is a query parameter, let's say `start`, which you can use to specify the starting point for each batch of items. Also, let's assume that the Solr API returns JSON with a field `items` that contains the items you're interested in. | |
```python | |
import requests | |
import time | |
def get_all_solr_items(base_url, batch_size=500): | |
all_items = [] | |
total_items = 45000 | |
for start in range(0, total_items, batch_size): | |
url = f"{base_url}?start={start}&rows={batch_size}" | |
response = requests.get(url) | |
data = response.json() | |
all_items.extend(data['response']['docs']) | |
time.sleep(1) # to avoid overwhelming the server | |
return all_items | |
``` | |
You can call this function with the URL of your Solr API: | |
```python | |
all_items = get_all_solr_items("http://solr-url/api") | |
``` | |
This function first calculates how many batches it needs to fetch all items based on the batch size, then makes an HTTP request for each batch, and accumulates the items into the `all_items` list. | |
Please adapt this function as needed. For instance, you might need to change how the URL is built, how the data is extracted from the response, or how the batch size is determined. | |
Also note that Solr uses `start` and `rows` as pagination parameters where `start` is the starting index and `rows` is the number of records to fetch. The `start` parameter should be increased by `rows` in each iteration. | |
Lastly, if the total number of items is not known beforehand, you may have to modify this function to handle that situation. A common approach is to keep making requests until the server returns fewer items than requested, which indicates that there are no more items left. |
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