diff --git a/aws/.DS_Store b/aws/.DS_Store
index 4f259b74c3d26a2fecdb5d94a93a59ec0d448de3..dab4df24a53ba47a1cc609e8d7e4d7c49a80ef76 100644
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diff --git a/aws/AmazonRootCA1.pem b/aws/AmazonRootCA1.pem
new file mode 100644
index 0000000000000000000000000000000000000000..61ae256dd27bbf35334657f430a8d167f5167d41
--- /dev/null
+++ b/aws/AmazonRootCA1.pem
@@ -0,0 +1,20 @@
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
\ No newline at end of file
diff --git a/aws/certificates/.DS_Store b/aws/certificates/.DS_Store
index 1197980f1b7aa453451196d0f2423e8369c6e5fa..68c9d428bf9fb7ab8a981dac9c0d41d1f2033155 100644
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diff --git a/aws/certificates/device0/certificate.pem b/aws/certificates/device0/certificate.pem
index c4757d77ab0612cff997a44758eb2958d53a0720..eae1e4045e3b8d9cccb6341a3d4b7848d1009bd9 100644
--- a/aws/certificates/device0/certificate.pem
+++ b/aws/certificates/device0/certificate.pem
@@ -1,20 +1,20 @@
-----BEGIN CERTIFICATE-----
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-----END CERTIFICATE-----
diff --git a/aws/certificates/device0/private.pem b/aws/certificates/device0/private.pem
index d185f8429d9ba2cf4b1a55445a1ab7ad9d2e1d88..43e8f59906a8751f4652513eeb8b540d512dbe06 100644
--- a/aws/certificates/device0/private.pem
+++ b/aws/certificates/device0/private.pem
@@ -1,27 +1,27 @@
-----BEGIN RSA PRIVATE KEY-----
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-----END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device0/public.pem b/aws/certificates/device0/public.pem
index 601a5f4fb45975b138bd90f2acdc6e7f7d12849a..62a9839030bb039a9d996f25c53d441a8331f8ea 100644
--- a/aws/certificates/device0/public.pem
+++ b/aws/certificates/device0/public.pem
@@ -1,9 +1,9 @@
-----BEGIN PUBLIC KEY-----
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-----END PUBLIC KEY-----
diff --git a/aws/certificates/device1/certificate.pem b/aws/certificates/device1/certificate.pem
index 8896182cbd53d5c7dc5716a23d6fd56d393bf7d8..d930e4dece39b78cd1c7d4f5432f1e1d90eea45f 100644
--- a/aws/certificates/device1/certificate.pem
+++ b/aws/certificates/device1/certificate.pem
@@ -1,20 +1,20 @@
-----BEGIN CERTIFICATE-----
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-----END CERTIFICATE-----
diff --git a/aws/certificates/device1/private.pem b/aws/certificates/device1/private.pem
index 74af19d70ae9202201890dd4da02ea4cac0482f1..e5032306aa29949c471a990ee191157f4f535380 100644
--- a/aws/certificates/device1/private.pem
+++ b/aws/certificates/device1/private.pem
@@ -1,27 +1,27 @@
-----BEGIN RSA PRIVATE KEY-----
-MIIEpAIBAAKCAQEAwhoVYP1/qD4IIZquqfJmqRKEHfTSaPrA1zHl04FBqPP96DGB
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-----END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device1/public.pem b/aws/certificates/device1/public.pem
index c79672bad66d87ae3880777f7ca83f0ae3e859c1..1b24e57c585553ec505c889a8037a3e2ea9625a8 100644
--- a/aws/certificates/device1/public.pem
+++ b/aws/certificates/device1/public.pem
@@ -1,9 +1,9 @@
-----BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwhoVYP1/qD4IIZquqfJm
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-vQIDAQAB
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+VQIDAQAB
-----END PUBLIC KEY-----
diff --git a/aws/certificates/device2/certificate.pem b/aws/certificates/device2/certificate.pem
index 52aaa8c9b198d681ebcb98ac7d77fd90cabb5d84..2970fcca9e532b209c72ed4f01b7e92ebf7f34dc 100644
--- a/aws/certificates/device2/certificate.pem
+++ b/aws/certificates/device2/certificate.pem
@@ -1,20 +1,20 @@
-----BEGIN CERTIFICATE-----
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-----END CERTIFICATE-----
diff --git a/aws/certificates/device2/private.pem b/aws/certificates/device2/private.pem
index 699d186e4bf784d888aa7982af719cdc8a58ee72..8687a4b2b926012f5d63d1a1c19f65ed37be10ce 100644
--- a/aws/certificates/device2/private.pem
+++ b/aws/certificates/device2/private.pem
@@ -1,27 +1,27 @@
-----BEGIN RSA PRIVATE KEY-----
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-----END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device2/public.pem b/aws/certificates/device2/public.pem
index 42a7825855620964c5963193221386783ae35dcf..268da1f5b81a19f5e6a753a8026d205f0dced163 100644
--- a/aws/certificates/device2/public.pem
+++ b/aws/certificates/device2/public.pem
@@ -1,9 +1,9 @@
-----BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyWSVYtcl34TPjBl7NIio
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-TQIDAQAB
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+zQIDAQAB
-----END PUBLIC KEY-----
diff --git a/aws/certificates/device3/certificate.pem b/aws/certificates/device3/certificate.pem
index d8b8c5126d0ccb591c58c0653ad42a778508a326..49bfcc81c833982c617a2e50bf4aa3a0894d517e 100644
--- a/aws/certificates/device3/certificate.pem
+++ b/aws/certificates/device3/certificate.pem
@@ -1,20 +1,20 @@
-----BEGIN CERTIFICATE-----
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-----END CERTIFICATE-----
diff --git a/aws/certificates/device3/private.pem b/aws/certificates/device3/private.pem
index fde0f949020217db02a108814b7628d51b97623a..220810756d5aa1aa067e57f85e721dd25413c05e 100644
--- a/aws/certificates/device3/private.pem
+++ b/aws/certificates/device3/private.pem
@@ -1,27 +1,27 @@
-----BEGIN RSA PRIVATE KEY-----
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-----END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device3/public.pem b/aws/certificates/device3/public.pem
index 560ce8b113de14362093dbb805d3b20a137123de..baf48c005602731723180d5b089aa0bdcc76bbfa 100644
--- a/aws/certificates/device3/public.pem
+++ b/aws/certificates/device3/public.pem
@@ -1,9 +1,9 @@
-----BEGIN PUBLIC KEY-----
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-----END PUBLIC KEY-----
diff --git a/aws/certificates/device4/certificate.pem b/aws/certificates/device4/certificate.pem
index fab88ec281d51a0c3dd4ed033d9749af6dd70e20..8b06f9c3c90e5fa4015c2a6a4dc7553c1a7665af 100644
--- a/aws/certificates/device4/certificate.pem
+++ b/aws/certificates/device4/certificate.pem
@@ -1,20 +1,20 @@
-----BEGIN CERTIFICATE-----
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-----END CERTIFICATE-----
diff --git a/aws/certificates/device4/private.pem b/aws/certificates/device4/private.pem
index 7d1e0c5fdb2fa6df6fe7ab6871cbf117bc2b4aa8..c7b0ac87a5b01febf10d19a6764720f4434f53ab 100644
--- a/aws/certificates/device4/private.pem
+++ b/aws/certificates/device4/private.pem
@@ -1,27 +1,27 @@
-----BEGIN RSA PRIVATE KEY-----
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-----END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device4/public.pem b/aws/certificates/device4/public.pem
index d61502f4055456bbd593717065da057c72ccb9ed..9480e1777cd67420d6a641cb71e77d628f6a96bc 100644
--- a/aws/certificates/device4/public.pem
+++ b/aws/certificates/device4/public.pem
@@ -1,9 +1,9 @@
-----BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAz8pCu1djx6tA9nKdGcUP
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-awIDAQAB
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-----END PUBLIC KEY-----
diff --git a/aws/certificates/device5/certificate.pem b/aws/certificates/device5/certificate.pem
deleted file mode 100644
index b8ae432569c0f03c962c7d1cf785dfe5617c2ce0..0000000000000000000000000000000000000000
--- a/aws/certificates/device5/certificate.pem
+++ /dev/null
@@ -1,20 +0,0 @@
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
diff --git a/aws/certificates/device5/private.pem b/aws/certificates/device5/private.pem
deleted file mode 100644
index 9557d5c414475368957a67fbde5c7a524d563be3..0000000000000000000000000000000000000000
--- a/aws/certificates/device5/private.pem
+++ /dev/null
@@ -1,27 +0,0 @@
------BEGIN RSA PRIVATE KEY-----
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------END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device5/public.pem b/aws/certificates/device5/public.pem
deleted file mode 100644
index e03cd394b460301897393fa9721e93a1c191b4ac..0000000000000000000000000000000000000000
--- a/aws/certificates/device5/public.pem
+++ /dev/null
@@ -1,9 +0,0 @@
------BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA1KfS6OFFmLvQ89odUjT7
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-WwIDAQAB
------END PUBLIC KEY-----
diff --git a/aws/certificates/device6/certificate.pem b/aws/certificates/device6/certificate.pem
deleted file mode 100644
index c011495991db9de515e065bc635b74dac58137b5..0000000000000000000000000000000000000000
--- a/aws/certificates/device6/certificate.pem
+++ /dev/null
@@ -1,20 +0,0 @@
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
diff --git a/aws/certificates/device6/private.pem b/aws/certificates/device6/private.pem
deleted file mode 100644
index 66ff31419764bef4231fca0187d1077f3ac6db66..0000000000000000000000000000000000000000
--- a/aws/certificates/device6/private.pem
+++ /dev/null
@@ -1,27 +0,0 @@
------BEGIN RSA PRIVATE KEY-----
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-eLTF4TDbf6F8cupfv+zbZ4AvAS1AfMnCbCRPhl++fdFYl9zLcerNIleIa3S8qVJf
-z3CNm7OWpruQk2vQtn3zhAfKir78eBJNDkiVzxhjuX5e06PcFZyzbANyOodBhkFx
-I9nHAIUCgYEA6juG2KWJJCvr7+VFwkJt8FB41ZRXAKqEWR6FyZmA5BPLaS7Gqh5e
-3RyeETvpe5VvM9JTLpdOzOxKhHos+2iPXvxhg74CHQoM6ISJyerva8dXz/cJj+Kt
-w9XfTFVJ1Pphoq9WRZ/APl7HbecHJFeRVCzK7GkLIkMO5bAkNsZM0ocCgYEAyBip
-6tFri4BmNQrKHksBZiUjZUC75Oy+BlBMcmo3lrzzGVHtTcLC4OBr17yIsjVktfp1
-0OY1rMyBruMg7+LhJfDEBT7EbpkrpOSATuVUYthDgoGUYN4n+djUTTGcELRU4VwV
-8vdEJruCEHF7/Wd386mB0RRpS9jW0jrAU+Xfq1sCgYAfj/vgr5WmQSDex5c50Pe9
-fSp7JS0AEvoYhCtk+gFLOnubZckxXTxNMTD/g4I3u/ArHHlG+u6MYH6+ETSEgBdp
-pjqBpRXl0dfhcRKcGcM/U7I6fMBWGiZuECCxyYBUaZTEdjn60cb24JCg95OXyxDz
-NcH2T0VHzZ9xReXrV5c8ewKBgQDFOrpRgLa2vIsCAW6USW5JlpW6+gG6djgf1Qpl
-RJkidYBRFtYHbc/VBKCH94ft0H9CeGukyyVg+/tfvPT8Pu+aDCXK3cGVGllQoQJv
-wdBZ1b1FaCAvEwroVHd+10VzmayIrdHcuSlt3CkpuBJ1BoXPoOcahTn8zvGAKvTk
-PZMoPQKBgQCq2/vE5ioYhJ4kQ2qUY8TOensvlefrQc5GcQXqteY8Mf3k6oOQM40S
-yk/0R5/eul2WVTmEg9MlSM+Hg94aqJ67xpQI7zu5dDI2wtcmbnRBG/uQoW8L8oOO
-eizDOOGTpTS8SVOHZQRoCVkqSEGxdSi37jXcFqqFLCmjjJ85C64E+A==
------END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device6/public.pem b/aws/certificates/device6/public.pem
deleted file mode 100644
index c90328a1f522db5b5597757381a96821cfe9dc78..0000000000000000000000000000000000000000
--- a/aws/certificates/device6/public.pem
+++ /dev/null
@@ -1,9 +0,0 @@
------BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAtxUSZgut8AiV3w19ueSD
-YQaz12UVT0leH6GDiZ/HWpo9lF31YNIvseDoJbLFfzy9igIjucJ6hSw0i5zfpZRV
-cPKW67Cjl0kav1icn+7Vx80VOSQZ7mQ8nkQiUaZS1+0w0b2w5WbblghlJFUZYbTx
-/JgoPnoyoxrJ8116ttjyFh3VQHtWOiPJdId/IwMcfbGABaNfcGGUOOeVIo7IcMxr
-/7hMpUc3JB3DBG4RZiTbkGyWp9AoM15LkOPEh/pPFVktBgZt5cejkE5yI3Pfq9LZ
-UuvAbtgGFIswrek4W+gj1WjjsOdFa+8IElmlBPvwW2z7NMm/0u4pF/0ySmzw9IgC
-/QIDAQAB
------END PUBLIC KEY-----
diff --git a/aws/certificates/device7/certificate.pem b/aws/certificates/device7/certificate.pem
deleted file mode 100644
index dd9b94bf22bea56a3f304c15ee8044562af75f15..0000000000000000000000000000000000000000
--- a/aws/certificates/device7/certificate.pem
+++ /dev/null
@@ -1,20 +0,0 @@
------BEGIN CERTIFICATE-----
-MIIDWTCCAkGgAwIBAgIUT111O3rw8TFVhVD7xsasozNBK6cwDQYJKoZIhvcNAQEL
-BQAwTTFLMEkGA1UECwxCQW1hem9uIFdlYiBTZXJ2aWNlcyBPPUFtYXpvbi5jb20g
-SW5jLiBMPVNlYXR0bGUgU1Q9V2FzaGluZ3RvbiBDPVVTMB4XDTIyMDQwMjIyMDUy
-NVoXDTQ5MTIzMTIzNTk1OVowHjEcMBoGA1UEAwwTQVdTIElvVCBDZXJ0aWZpY2F0
-ZTCCASIwDQYJKoZIhvcNAQEBBQADggEPADCCAQoCggEBAJRN6Skkqsr+Dl72Ciyj
-bJt1tHxqrN49owDGKlSrLf1/G21+MPc9TjSyIlcgNBFZ6CMBHTFTHnl0sF6R3rwB
-3jxkv9CxFpqHeM0GauPr6lSwlNw0v4RyhFUB2u/wtzoL1cf6IEHdtAYujK6pMRIs
-TMtWTc9M38CbXW8YrpsbXYnr3ds/kYCQULj01GhrBgFvLBxE52Gb+PY3LfB0pV6F
-r0ObJQxk2pIcOXcwtbbQTNKmBPPN6d+ZUE45inBXeEemvLDxkxTI5r3q0x0aOoSP
-QMKAYqIX7ScDhg5XjW/Dl33XRB1LxzfNGjunex67h0bCoL7UfX4JdPJzW/6sf/+J
-2X8CAwEAAaNgMF4wHwYDVR0jBBgwFoAUbHdsivPEUMc/XyJUP36din0NRD8wHQYD
-VR0OBBYEFLRmsuHz7R6lfuk5dSZuGWmETQrZMAwGA1UdEwEB/wQCMAAwDgYDVR0P
-AQH/BAQDAgeAMA0GCSqGSIb3DQEBCwUAA4IBAQC+cLn4Az4CmX+e6bHR9GWzl8aa
-7eSeRB51hFYbmljonk7DCw+sP6Ksy4LP/8gGElXBhjTmFY20ROkPpA2ozEPuk3fr
-c12YY31YHC3meZw94EZoI64xbsZwozLrFe1V/pworYhN9Oltuvt9Osctet0ohKfz
-Xfh1trVU6aou9nP4yNYCcpUCNZYM6ntczMUS2i34szcwqk3cJ9wBIvzHeEZlaIVv
-C+nDtjzblEZY6kyYzE9azg0Qm+stD2N2FqkMr4I82gb6w1ztEOYopKijsQqKTkPO
-rtbKzD6ZaYeptrdEdzrucdyM5vDy/dyho+txVszTQTo150L2G5Ppvew4WdNi
------END CERTIFICATE-----
diff --git a/aws/certificates/device7/private.pem b/aws/certificates/device7/private.pem
deleted file mode 100644
index 9755ff937750cfcc2b7823609bc9a99811e65bf7..0000000000000000000000000000000000000000
--- a/aws/certificates/device7/private.pem
+++ /dev/null
@@ -1,27 +0,0 @@
------BEGIN RSA PRIVATE KEY-----
-MIIEpAIBAAKCAQEAlE3pKSSqyv4OXvYKLKNsm3W0fGqs3j2jAMYqVKst/X8bbX4w
-9z1ONLIiVyA0EVnoIwEdMVMeeXSwXpHevAHePGS/0LEWmod4zQZq4+vqVLCU3DS/
-hHKEVQHa7/C3OgvVx/ogQd20Bi6MrqkxEixMy1ZNz0zfwJtdbxiumxtdievd2z+R
-gJBQuPTUaGsGAW8sHETnYZv49jct8HSlXoWvQ5slDGTakhw5dzC1ttBM0qYE883p
-35lQTjmKcFd4R6a8sPGTFMjmverTHRo6hI9AwoBiohftJwOGDleNb8OXfddEHUvH
-N80aO6d7HruHRsKgvtR9fgl08nNb/qx//4nZfwIDAQABAoIBACSiXk9QhHQib/Bb
-PMYsFH8Og2gcfdlkRmjBiuFha7nr9R2GB5h7Z18zBbKZ/OKwX9yNwOVXT/bWsV6b
-D/dHStuGU6+8nwXLIzcaN7tXoooLGKqQySJxm2jYTXnp74kCNWvxyJgcqQTB6PSY
-TMvdb5bnGc90gO02M81mvnMIPoH8BoviBP5wkfRjeXoUN+R259mOG2GqfrEGDdQi
-F9kcmiDhXmlRfpSrCqYEG3EZlCNB3cJmY2lbkjUhn9qErcNeNVkKmfT1ZoVIIB9d
-3+/3rDJZVnvlaSHchDqY9EdIutEgj48+qYUzEJ5b5Ypo+tY/D9VE/rxIjK5m3tMf
-1Vpm5mkCgYEAxL3JzsYrHgFzAyf4b8B8uijUjZSrrmIlNUtiscu3DyhXaso7nof9
-5RMHOK+eOJgc8YtkzXDKgTTVvGQI7PZcF5faxJii+Egx/EbNIBSlees1j9s1YPkh
-N9Y9FLlhewKzPsaChZoiyYtAaKb4zsTRsqMP2v/KxXqfJ6LJggWkf1MCgYEAwPlF
-O1wbqRRO2oJw4Sp2v87Q8FiKIeIAb89nP4lwR6/utg6ci8hvtxisdkG8XJu5LegV
-hoMIgJ95Arg4NiWZoulty4jrakArFU6r3fRClMKdr+u/SJ70OHFMAB39wlD+FwVw
-hC0EwPjRp5z1+7XLUzZ+wY/LAysMDZ3dYvy486UCgYEAxE2WAeIK/Yp2poyIP4Dx
-MpIw2v+feYTmGVIZrMtV4SLgbmZQrHKGa73bs7zPAysLnhr2vmGvPNJp/OpXWZDK
-/KOBHi4qVc87SLugSkUvgwGkVOBlV1fcxCjYk0gRMrrT/Gv3qbTMxwpRftozYaRS
-k4pN9LbLLNWX3eV4aGqW4o8CgYEAv/p9HLvarNAOTqZ8hBWJw/KNvL5o1aKQSqvs
-jLI/qKHneul4ZjwGoAIE+TUWno8xn/EHESXk3IlKiyEYkw2/Ferilx1lDvQ9qFn2
-874gSvx+gdioGShB0LEuKeOsY5fN4LtBn81lsFEZyoWF1l+aovNREWHrVwCJYjaO
-W/8ORR0CgYAWrdEMm1ABArDrxOHpLqvdP5tUf69wvO2a37212Q3HmkUNCgAU7jA0
-wGRblbfgBdvNc0yqnhd5u4sMbyDFMmWaHVTQRqWrZRp+MGIdtrcs+gX5IKuTq+Bc
-FutIMkIajZ3296Rityq441i63zEy1R9NFPjOi5YM08O4/tPlso9RNw==
------END RSA PRIVATE KEY-----
diff --git a/aws/certificates/device7/public.pem b/aws/certificates/device7/public.pem
deleted file mode 100644
index 572025cf1ceca4dad37c854c0a2c403359431d31..0000000000000000000000000000000000000000
--- a/aws/certificates/device7/public.pem
+++ /dev/null
@@ -1,9 +0,0 @@
------BEGIN PUBLIC KEY-----
-MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAlE3pKSSqyv4OXvYKLKNs
-m3W0fGqs3j2jAMYqVKst/X8bbX4w9z1ONLIiVyA0EVnoIwEdMVMeeXSwXpHevAHe
-PGS/0LEWmod4zQZq4+vqVLCU3DS/hHKEVQHa7/C3OgvVx/ogQd20Bi6MrqkxEixM
-y1ZNz0zfwJtdbxiumxtdievd2z+RgJBQuPTUaGsGAW8sHETnYZv49jct8HSlXoWv
-Q5slDGTakhw5dzC1ttBM0qYE883p35lQTjmKcFd4R6a8sPGTFMjmverTHRo6hI9A
-woBiohftJwOGDleNb8OXfddEHUvHN80aO6d7HruHRsKgvtR9fgl08nNb/qx//4nZ
-fwIDAQAB
------END PUBLIC KEY-----
diff --git a/aws/createThing-Cert.py b/aws/createThing-Cert.py
index 49360c2915f7b10d732260706bb7fade0333afb5..3c40eba3c260efe4d03d3aa3973bd4df3223331b 100644
--- a/aws/createThing-Cert.py
+++ b/aws/createThing-Cert.py
@@ -63,14 +63,14 @@ def createCertificate():
os.replace("private.pem", f"certificates/device{device_id}/private.pem")
os.replace("certificate.pem", f"certificates/device{device_id}/certificate.pem")
- response = thingClient.attach_policy(
- policyName = defaultPolicyName,
- target = certificateArn
- )
- response = thingClient.attach_thing_principal(
- thingName = thingName,
- principal = certificateArn
- )
+ # response = thingClient.attach_policy(
+ # policyName = defaultPolicyName,
+ # target = certificateArn
+ # )
+ # response = thingClient.attach_thing_principal(
+ # thingName = thingName,
+ # principal = certificateArn
+ # )
thingClient = boto3.client('iot')
createThing()
diff --git a/aws/lab_4_emulator_client.py b/aws/lab_4_emulator_client.py
index f5f6f060045c94a51500461a0f5314a95b31ccd3..9a91efde7578dd13522e1ab86245cf0fc25c57c3 100644
--- a/aws/lab_4_emulator_client.py
+++ b/aws/lab_4_emulator_client.py
@@ -21,7 +21,7 @@ device_end = total_things_count - 1
data_path = "datasets/vehicle{}.csv"
#Path to your certificates, modify this
-certificate_formatter = "certificates/device{}/.certificate.pem"
+certificate_formatter = "certificates/device{}/certificate.pem"
key_formatter = "certificates/device{}/private.pem"
@@ -32,7 +32,7 @@ class MQTTClient:
self.state = 0
self.client = AWSIoTMQTTClient(self.device_id)
#TODO 2: modify your broker address
- self.client.configureEndpoint("ad58gegthy12p-ats.iot.us-east-1.amazonaws.com", 8883)
+ self.client.configureEndpoint("ad58gegthy12p-ats.iot.us-east-2.amazonaws.com", 8883)
self.client.configureCredentials("./AmazonRootCA1.pem", key, cert)
self.client.configureOfflinePublishQueueing(-1) # Infinite offline Publish queueing
self.client.configureDrainingFrequency(2) # Draining: 2 Hz
@@ -61,22 +61,21 @@ class MQTTClient:
pass
- def publish(self):
+ def publish(self, payload, idx):
#TODO4: fill in this function for your publish
self.client.connect()
- self.client.subscribeAsync("Your topic", "Your QOS", ackCallback=self.customSubackCallback)
-
- self.client.publishAsync("Your topic", "Payload", "Your QOS", ackCallback=self.customPubackCallback)
+ self.client.subscribeAsync(f"hello/world/{idx}", 1, ackCallback=self.customSubackCallback)
+ self.client.publishAsync(f"hello/world/{idx}", payload, 1, ackCallback=self.customPubackCallback)
+
+
+ def disconnect(self):
+ self.client.disconnect()
# Don't change the code below
print("wait")
lock = Lock()
-data = []
-for i in range(5):
- a = pd.read_csv(data_path.format(i))
- data.append(a)
clients = []
for device_id in range(device_st, device_end):
@@ -119,7 +118,9 @@ print("send now?")
x = input()
if x == "s":
for i,c in enumerate(clients):
- c.publish()
+ df = pd.read_csv(data_path.format(i))
+ payload = json.dumps(max(list(df['vehicle_CO2'])))
+ c.publish(payload, i)
# print("done")
elif x == "d":
for c in clients:
diff --git a/aws/mypipeline.json b/aws/mypipeline.json
new file mode 100644
index 0000000000000000000000000000000000000000..248349cc5dfb3c0140f2cf2a1964b4c67d078fea
--- /dev/null
+++ b/aws/mypipeline.json
@@ -0,0 +1,18 @@
+{
+ "pipelineName": "mypipeline",
+ "pipelineActivities": [
+ {
+ "channel": {
+ "name": "mychannelactivity",
+ "channelName": "mychannel",
+ "next": "mystoreactivity"
+ }
+ },
+ {
+ "datastore": {
+ "name": "mystoreactivity",
+ "datastoreName": "mydatastore"
+ }
+ }
+ ]
+}
\ No newline at end of file
diff --git a/aws/processEmission.zip b/aws/processEmission.zip
new file mode 100644
index 0000000000000000000000000000000000000000..eeb6e1fe9497564d2836c96fb25925dca8a6e11f
Binary files /dev/null and b/aws/processEmission.zip differ
diff --git a/aws/process_emission.py b/aws/process_emission.py
index 446dee5cb337696f67b71ee73db49135e47dac9f..8bff75e4b10b108456b2d8138f62fabfc7e63934 100644
--- a/aws/process_emission.py
+++ b/aws/process_emission.py
@@ -1,6 +1,9 @@
import json
import logging
import sys
+import pandas as pd
+import platform
+from threading import Timer
import greengrasssdk
@@ -11,23 +14,60 @@ logging.basicConfig(stream=sys.stdout, level=logging.DEBUG)
# SDK Client
client = greengrasssdk.client("iot-data")
+my_platform = platform.platform()
+
# Counter
-my_counter = 0
def lambda_handler(event, context):
global my_counter
#TODO1: Get your data
+ #TODO2: Calculate max CO2 emission
+ filename = 'vehicle{}.csv'
+ co2_map = {}
+ for i in range(5):
+ df = pd.read_csv(filename.format(i))
+ max_co2 = max(df['vehicle_CO2'])
+ co2_map[i] = max_co2
+ #TODO3: Return the result
- #TODO2: Calculate max CO2 emission
+ try:
+ if not my_platform:
+ client.publish(
+ topic="hello/world", queueFullPolicy="AllOrException", payload="Hello world! Sent from Greengrass Core."
+ )
+ else:
+ client.publish(
+ topic="iot/vehicle0",
+ queueFullPolicy="AllOrException",
+ payload=str(co2_map[0]),
+ )
+ client.publish(
+ topic="iot/vehicle1",
+ queueFullPolicy="AllOrException",
+ payload=str(co2_map[1]),
+ )
+ client.publish(
+ topic="iot/vehicle2",
+ queueFullPolicy="AllOrException",
+ payload=str(co2_map[2]),
+ )
+ client.publish(
+ topic="iot/vehicle3",
+ queueFullPolicy="AllOrException",
+ payload=str(co2_map[3]),
+ )
+ client.publish(
+ topic="iot/vehicle4",
+ queueFullPolicy="AllOrException",
+ payload=str(co2_map[4]),
+ )
+ except Exception as e:
+ logger.error("Failed to publish message: " + repr(e))
+ # Asynchronously schedule this function to be run again in 5 seconds
+ Timer(5, lambda_handler).start()
- #TODO3: Return the result
- client.publish(
- topic="hello/world/counter",
- payload=json.dumps(
- {"message": "Hello world! Sent from Greengrass Core. Invocation Count: {}".format(my_counter)}
- ),
- )
- my_counter += 1
+lambda_handler()
+def function_handler(event, context):
return
\ No newline at end of file
diff --git a/aws/thing_count.txt b/aws/thing_count.txt
index 45a4fb75db864000d01701c0f7a51864bd4daabf..7ed6ff82de6bcc2a78243fc9c54d3ef5ac14da69 100644
--- a/aws/thing_count.txt
+++ b/aws/thing_count.txt
@@ -1 +1 @@
-8
+5
diff --git a/aws/vehicle_analysis.ipynb b/aws/vehicle_analysis.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..2e32dfdf7fa93a0b605cbe79e7447f694af0249f
--- /dev/null
+++ b/aws/vehicle_analysis.ipynb
@@ -0,0 +1,87 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import json"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'0': 23476.3, '1': 18960.98, '2': 11796.12, '3': 9638.66, '4': 19466.87}"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "filename = 'datasets/vehicle{}.csv'\n",
+ "co2_map = {}\n",
+ "for i in range(5):\n",
+ " df = pd.read_csv(filename.format(i))\n",
+ " max_co2 = max(df['vehicle_CO2'])\n",
+ " co2_map[i] = max_co2\n",
+ "payload = json.loads(json.dumps(co2_map))\n",
+ "payload"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
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+ ]
+ },
+ "execution_count": 23,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df = pd.read_csv(filename.format(4))\n",
+ "json.dumps(list(df['vehicle_CO2']))"
+ ]
+ }
+ ],
+ "metadata": {
+ "interpreter": {
+ "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
+ },
+ "kernelspec": {
+ "display_name": "Python 3.10.2 64-bit",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.2"
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+ "orig_nbformat": 4
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+ "nbformat": 4,
+ "nbformat_minor": 2
+}