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-# pybgpkit
-Python bindings for BGPKIT software
+# PyBGPKIT
+
+Python bindings for BGPKIT software. For all software offerings, please check out our GitHub
+repository at <https://github.com/bgpkit>.
+
+## SDKs
+
+### BGPKIT Parser
+
+Original Rust BGPKIT Parser code available at: <https://github.com/bgpkit/bgpkit-parser> 
+
+Example:
+```python
+import bgpkit
+parser = bgpkit.Parser(url="https://spaces.bgpkit.org/parser/update-example",
+                       filters={"peer_ips": "185.1.8.65, 2001:7f8:73:0:3:fa4:0:1"})
+elems = parser.parse_all()
+assert len(elems) == 4227
+```
+
+The `Parser` constructor takes two parameters:
+- `url`: the URL or local file path toward an MRT file
+- `fitlers`: a dictionary of filters, available filters are:
+  - `origin_asn`: origin AS number
+  - `prefix`: exact match prefix
+    - `prefix_super`: exact prefix and its super prefixes
+    - `prefix_sub`: exact prefix and its sub prefixes
+    - `prefix_super_sub`: exact prefix and its super and sub prefixes
+  - `peer_ip`: peer's IP address
+  - `peer_ips`: peers' IP addresses
+  - `peer_asn`: peer's ASN
+  - `type`: message type (`withdraw` or `announce`)
+  - `ts_start`: start unix timestamp
+  - `ts_end`: end unix timestamp
+  - `as_path`: regular expression for AS path string
+
+
+Each returning item has the following field:
+- `timestamp`: float, unix timestamp
+- `elem_type`: str, `A`, announcement; `W`, withdrawn
+- `peer_ip`: str, peer IP address
+- `peer_asn`: int, peer ASN
+- `prefix`: str, the announced/withdrawn IP prefix
+- `next_hop`: str or None, next hop IP address
+- `as_path`: str or None, AS path str, e.g. `60924 6939 58715 63969 135490`
+- `origin_asns`: [int] or None, array of originating ASNs of the prefix
+- `origin`: str or None, `IGP`, `EGP`, or `INCOMPLETE`
+- `local_pref`: int or None, local preference
+- `med`: int or None, multi-exitmultiple exit discriminator
+- `communities`: [str] or None, community values, e.g. `['60924:6', '60924:150', '60924:502', '60924:2002', 'ecop:67:0:000000000000']`
+- `atomic`: str, `AG` for atomic aggregate, and `NAG` for non-atomic aggregate
+- `aggr_ip`: str or None, aggregator IP address
+- `aggr_asn`: int or None, aggregator ASN
+
+
+
+### BGPKIT Broker
+
+Origianl Rust version BGPKIT Broker code available at: <https://github.com/bgpkit/bgpkit-broker>
+
+Example:
+```python
+import bgpkit
+broker = bgpkit.Broker()
+items = broker.query(start_ts=1634693400, end_ts=1634693400)
+for item in items:
+    print(item)
+print(len(items))
+assert len(items) == 58
+```
+
+Available fields:
+
+- `Broker()`
+  - `api_url`: the base URL for the BGPKIT Broker instance. Default: `https://api.broker.bgpkit.com/v1`
+  - `page_size`: the number of items per API call (no need to change it). Default: 100.
+- `query()`
+  - `start_ts`: start timestamp for MRT file, UNIX timestamp format
+  - `end_ts`: end timestamp for MRT file, UNIX timestamp format
+  - `collector`: collector name, e.g. `rrc00` or `route-views2`
+  - `data_type`: `rib` or `update`
+  - `order`: order by timestamp, `asc` or `desc`, default
+