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- """
- ==========
- Unix Email
- ==========
- Create a directed graph, allowing multiple edges and self loops, from a unix
- mailbox. The nodes are email addresses with links that point from the sender
- to the receivers. The edge data is a Python email.Message object which
- contains all of the email message data.
- This example shows the power of `DiGraph` to hold edge data of arbitrary Python
- objects (in this case a list of email messages).
- The sample unix email mailbox called "unix_email.mbox" may be found here:
- - https://github.com/networkx/networkx/blob/main/examples/drawing/unix_email.mbox
- """
- from email.utils import getaddresses, parseaddr
- import mailbox
- import matplotlib.pyplot as plt
- import networkx as nx
- # unix mailbox recipe
- # see https://docs.python.org/3/library/mailbox.html
- def mbox_graph():
- mbox = mailbox.mbox("unix_email.mbox") # parse unix mailbox
- G = nx.MultiDiGraph() # create empty graph
- # parse each messages and build graph
- for msg in mbox: # msg is python email.Message.Message object
- (source_name, source_addr) = parseaddr(msg["From"]) # sender
- # get all recipients
- # see https://docs.python.org/3/library/email.html
- tos = msg.get_all("to", [])
- ccs = msg.get_all("cc", [])
- resent_tos = msg.get_all("resent-to", [])
- resent_ccs = msg.get_all("resent-cc", [])
- all_recipients = getaddresses(tos + ccs + resent_tos + resent_ccs)
- # now add the edges for this mail message
- for target_name, target_addr in all_recipients:
- G.add_edge(source_addr, target_addr, message=msg)
- return G
- G = mbox_graph()
- # print edges with message subject
- for u, v, d in G.edges(data=True):
- print(f"From: {u} To: {v} Subject: {d['message']['Subject']}")
- pos = nx.spring_layout(G, iterations=10, seed=227)
- nx.draw(G, pos, node_size=0, alpha=0.4, edge_color="r", font_size=16, with_labels=True)
- ax = plt.gca()
- ax.margins(0.08)
- plt.show()
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