2022-03-21T03:54:00,245 Created temporary directory: /tmp/pip-ephem-wheel-cache-v5aycn28
2022-03-21T03:54:00,250 Created temporary directory: /tmp/pip-req-tracker-ww1obhwm
2022-03-21T03:54:00,251 Initialized build tracking at /tmp/pip-req-tracker-ww1obhwm
2022-03-21T03:54:00,251 Created build tracker: /tmp/pip-req-tracker-ww1obhwm
2022-03-21T03:54:00,252 Entered build tracker: /tmp/pip-req-tracker-ww1obhwm
2022-03-21T03:54:00,253 Created temporary directory: /tmp/pip-wheel-aubzjpfo
2022-03-21T03:54:00,323 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2022-03-21T03:54:00,337 2 location(s) to search for versions of apache-iotdb:
2022-03-21T03:54:00,337 * https://pypi.org/simple/apache-iotdb/
2022-03-21T03:54:00,337 * https://www.piwheels.org/simple/apache-iotdb/
2022-03-21T03:54:00,338 Fetching project page and analyzing links: https://pypi.org/simple/apache-iotdb/
2022-03-21T03:54:00,339 Getting page https://pypi.org/simple/apache-iotdb/
2022-03-21T03:54:00,342 Found index url https://pypi.org/simple
2022-03-21T03:54:00,478   Found link https://files.pythonhosted.org/packages/76/14/d01b6281df00530c69bc8eae2074b9970bbe865a5e971b5cd2019e8b8250/apache-iotdb-0.9.0.tar.gz#sha256=0f7f2ea82b2bdfd974c1757dd2b93ae96754bf5aeb56c895f08f7302e76977ad (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.9.0
2022-03-21T03:54:00,479   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/84/aa/fa9401ccadb89ddce7c2b8a03baee9dbb9913c52b5936d0ec7968cabf056/apache_iotdb-0.9.0-py3-none-any.whl#sha256=1feb6b731a9af26aac7a1e6fab74e85dd960562a1dca6e4c5c9d10234a570e82 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,481   Found link https://files.pythonhosted.org/packages/01/fa/e65db378e4d8e07322ec175f37568bceb55ebb3c8397fa7b48e9f087c451/apache-iotdb-0.9.2.tar.gz#sha256=e898a8c1a62493c0c7547f89fe15d39ccb76fc4a6468dbc0f5406e2229c5233d (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.9.2
2022-03-21T03:54:00,481   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/43/8d/72fa03325e9281b613a0eabae9cc7c606ce0e8952bee0c3ca855e4579a1d/apache_iotdb-0.9.2-py3-none-any.whl#sha256=29c5ad15a61ef6200bb3cff15abed66acf87abbbdedab496978a4ee8f731f82c (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,483   Found link https://files.pythonhosted.org/packages/34/95/030c2da665358de8ba950099b3b0397dca437fcde60d5d1730d0c451d5e3/apache-iotdb-0.9.3.tar.gz#sha256=5c17a131cc2485c1788a2d8a29ee850dabd9b16ada3f13996c8a07e11ae23df4 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.9.3
2022-03-21T03:54:00,483   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/5c/d4/2e329baab32ad93730ba4b79df9b91f1d55d0d37428a5dbbe2dd4c9f3a9d/apache_iotdb-0.9.3-py3-none-any.whl#sha256=4a589b5bbbdb8fdc9d1c91320a9a3480e41768cb590d82ab317dc62f57302d6c (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,485   Found link https://files.pythonhosted.org/packages/1d/dc/138e08717f8c2e0e238f35d39b34af6cfc1c7a1332b6aa4689750f4fda26/apache-iotdb-0.10.0.tar.gz#sha256=0c95e2ec5bc4e3338a83898a329ec9609681efbee26b000350d4ac08d564b91e (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.10.0
2022-03-21T03:54:00,486   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/c3/76/46884f04945b6f02bbec4e06d83fafc16f326ca0f9b35b8c0141018990c0/apache_iotdb-0.10.0-py3-none-any.whl#sha256=1607a07d9546fbd1e1239c5faed9a85a3a021e7ad3a389df3eeedcb95708c641 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,487   Found link https://files.pythonhosted.org/packages/f6/4d/b229b9f309431e8164c9cd893431009a57efcaa059f58c1091d222601da3/apache-iotdb-0.10.1.tar.gz#sha256=b3f1651a6b290220222d0eaf66955396e9c3ce17d01be6cd698d31e0e5feb51e (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.10.1
2022-03-21T03:54:00,488   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/d6/87/2e003dcf87ffa8e73f48a62a107b989967e906670d905a05ae1c1349f396/apache_iotdb-0.10.1-py3-none-any.whl#sha256=b4b13fa0d6ed86fbcc1231cad3d220ee81b38452e87fea655641720f803d4c1d (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,489   Found link https://files.pythonhosted.org/packages/16/8b/2ec65fa81d5961bd927c02d6a209490bf325b2a164506cd3b12e846d7061/apache-iotdb-0.11.0.tar.gz#sha256=a89a080bd084ab35e87c08660a1ce604c1857e3ffcf702d39540fb35366eabd8 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.11.0
2022-03-21T03:54:00,490   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/47/c8/047703f7e8125b15361c766b90c6f1cbdbf797f84803f38b1732c1a386cb/apache_iotdb-0.11.0-py3-none-any.whl#sha256=4771e87dd8d933815206c063014beff8eff4c8025353723ac67603f49a119224 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,491   Found link https://files.pythonhosted.org/packages/55/a1/ef100f67e0f26fbc1d19b84115b21de942e7b7e01803706d19f841ac06c1/apache-iotdb-0.11.1.tar.gz#sha256=d80bc159ae19e04d11f0a671061a19f640f95415d9c5f3c4073dd0645c365c44 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.11.1
2022-03-21T03:54:00,492   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/9f/9f/dce2d782c8b64700539039ef5d66f5f7a781689538c0a176cf56099ec9d1/apache_iotdb-0.11.1-py3-none-any.whl#sha256=317a24e4870d587820f8d5be294e2e9a6ad09f70566ce4380506085c47b2fc0a (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,493   Found link https://files.pythonhosted.org/packages/69/d5/f1b9ff293fe02eb1f1cb3cba13b5d9a4b547415ab0045b2a8a3612249e12/apache-iotdb-0.11.2.tar.gz#sha256=d6bf2cf44bf4f7a3c8093da17688ae28c2f2c24eafce6f2f062a01ebc68beae9 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.11.2
2022-03-21T03:54:00,494   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/2b/96/a5f0c63659cc8477c53d8a8321c07ea5a0bb2430abaaab477a6185bb43a1/apache_iotdb-0.11.2-py3-none-any.whl#sha256=762d5b0c5f82869237d5375d2a8774f99654c3b693d6f77bf6e9decc78b7fd5d (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,495   Found link https://files.pythonhosted.org/packages/7d/cf/0d672a828527f59cdc66c078b0b8e356ca0a3191224a4363ce2256337d1c/apache-iotdb-0.11.3.tar.gz#sha256=db3b395fd7c61e4d42a4d8dea8455f846055ca03eb67ed256d655eab20ce0369 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.11.3
2022-03-21T03:54:00,496   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/d2/c7/6709b26341e59788d05a297182aa3f96c692e85421c169f657e92c3b4765/apache_iotdb-0.11.3-py3-none-any.whl#sha256=55e9a0042694ba7fa482f733a1d548c0180bccf0e35e090b85d7b9050c95162b (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,497   Found link https://files.pythonhosted.org/packages/00/a1/5b1b8a2754f4b25420d9a4461b5e2b8573bb89b43054f9303ea0558df0de/apache-iotdb-0.11.4.tar.gz#sha256=83190c258ec5befef3d4efe23825b37855825de6f84ec5b759dd53bf614ae2ff (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.11.4
2022-03-21T03:54:00,498   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/48/f4/a21fd4495f93c428de788a477665f1815b257568469c38108666125fff4b/apache_iotdb-0.11.4-py3-none-any.whl#sha256=cf1ee85db62d31642b32742aba0a026a941b85cf4bb49ec48ef09b9e241f3bf5 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,499   Found link https://files.pythonhosted.org/packages/9e/16/bb2ef45f62e9866f1be97f04e2c581247d3b145e5d8a01b7c143023c6c45/apache-iotdb-0.12.0.tar.gz#sha256=b86ddbcf62a17f7ffdc924933f052d1d1c09b25cb0160d0ab1d0fecf8007b902 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.0
2022-03-21T03:54:00,500   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/93/32/e051c3ce387e54b1f036995e92ff352895cf01a51b170752e906a7d42364/apache_iotdb-0.12.0-py3-none-any.whl#sha256=061d9407266b9d100113fa2d11890a8d5d56f8b496305c5864f08a9af35fcc12 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,501   Found link https://files.pythonhosted.org/packages/20/0c/b39e9f362fb0a1a43cb0a05a5b2d9163815f0048575e0c071bbaa50070b8/apache-iotdb-0.12.1.tar.gz#sha256=2ff51551184706b690c91b2f24e4e10694ae486d46b1674b79e58ef2410b9f61 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.1
2022-03-21T03:54:00,502   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/55/cf/219a0c3cd17537cebf6e67deeaa77b57741c9b40bcddbb7f59ac9b828401/apache_iotdb-0.12.1-py3-none-any.whl#sha256=bc5ddc6b683bf26a0b9a8c47ada13d29918503664e9e1c3fdefae73121f3a327 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,503   Found link https://files.pythonhosted.org/packages/fd/64/d83ceaaab941dd78df38cd8c35d27028a27724c2535f0e6f01a48472aa28/apache-iotdb-0.12.2.tar.gz#sha256=530b328959f7b20d09f73682d68ecde5d6d58d1048b7d10f6a3846ed6ccef954 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.2
2022-03-21T03:54:00,504   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/0b/33/60af46cbc25d7ecf9722bf311295cb0acbf2841f6eb3e3af7433ac3e199d/apache_iotdb-0.12.2-py3-none-any.whl#sha256=4a8cbbf791710bbe1bd83f55b5a6209fed0c28bf1d297dc50df44b9b1662c5a0 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,506   Found link https://files.pythonhosted.org/packages/24/7c/81a9dcfd218d4654b03d9079578659d6201aa4f9e9ccba328c0742e8e9c1/apache-iotdb-0.12.3.tar.gz#sha256=5b73fcce1c33070e14f00d4708129320dbfcd7bd8b80fb82cd74a267457b81e0 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.3
2022-03-21T03:54:00,506   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/9f/ae/e79cef98fa20cf977ea22b065fcff8d7b976922dd281f4a74a02b1a72b41/apache_iotdb-0.12.3-py3-none-any.whl#sha256=724ff3ecb4762801cbc977ea4257586757943356bfa16fbfb4cc45ddcea06897 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,508   Found link https://files.pythonhosted.org/packages/9e/11/0d12f9b906b3aac1446c09e297bcdf3a0cdfb016aae1ec77effa214999de/apache-iotdb-0.12.4.tar.gz#sha256=01b1370a1816e5934dc6fd34606b9dfe63817c94d626069aff9102e6e6b77751 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.4
2022-03-21T03:54:00,508   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/2b/cb/34f5d9137086d912e4518d751eca1ac9a8b908706c4b3176ca32911fabd2/apache_iotdb-0.12.4-py3-none-any.whl#sha256=b5aa061943bf32b9d289ffcf15e5bad8abc8ef8ee7413e035014ec27b81ad11f (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,509   Found link https://files.pythonhosted.org/packages/8a/52/93503eac47c1561edc21431f7154b694afad9d461e2af0fea36966953c24/apache-iotdb-0.12.5.tar.gz#sha256=38eb0acb7f8f66f2c40dbeeb0bcaac9914442c02d2b2b40f621080ad8532af48 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.12.5
2022-03-21T03:54:00,510   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/7a/30/1cd9bca76c1f4f9b4cd48d11f23103ade9c5a35410bbf0a8f5997bab51b0/apache_iotdb-0.12.5-py3-none-any.whl#sha256=3255a9b173ef106ff04aa683d2dc59f2c5109c0e197dc39a0d3abcc517c27393 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,511   Found link https://files.pythonhosted.org/packages/a6/cd/33de301e51132f8d0d79adc346d38685a6b871251846bad95b35ebf74ac9/apache-iotdb-0.13.0.tar.gz#sha256=42f0f028d609cd06eef653683cfecc25436d8538d40b2b49b724be921a5fe910 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.13.0
2022-03-21T03:54:00,512   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/71/c1/3684d3b6e6eddda5fbe994e123c6bc6569409994a44b5d3e4b130554802a/apache_iotdb-0.13.0-py3-none-any.whl#sha256=1d1ed3469afbe39ab6159f5e7965579d315828c675480dc620ec6d2bb1687e3b (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,514   Found link https://files.pythonhosted.org/packages/7e/3e/40f0d900e04598036cc65ae437a2ee9f4aa149860d434a6f4b291460582c/apache-iotdb-0.13.0.post1.tar.gz#sha256=1f971f4ef6525a5971794967ba5e9a5ee4858237d17493c0de889cb14f9f76e3 (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7), version: 0.13.0.post1
2022-03-21T03:54:00,514   Skipping link: No binaries permitted for apache-iotdb: https://files.pythonhosted.org/packages/7c/f2/ef6f589910f1b850ad665d4958e2a26b5249bddc81d5f29a711e21a79dc1/apache_iotdb-0.13.0.post1-py3-none-any.whl#sha256=0b6f35e13caaaf2ebd7f3edd24dfe3f5802cc95c4015a3a68e1e6c686c16d4ef (from https://pypi.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,515 Fetching project page and analyzing links: https://www.piwheels.org/simple/apache-iotdb/
2022-03-21T03:54:00,516 Getting page https://www.piwheels.org/simple/apache-iotdb/
2022-03-21T03:54:00,518 Found index url https://www.piwheels.org/simple
2022-03-21T03:54:00,753   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.10.0-py3-none-any.whl#sha256=388ade65f63cb37eef343e4f294cf3488b79894ff8061a7d9b2bf42277ded9de (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,754   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.10.1-py3-none-any.whl#sha256=b4b13fa0d6ed86fbcc1231cad3d220ee81b38452e87fea655641720f803d4c1d (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,754   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.11.0-py3-none-any.whl#sha256=4771e87dd8d933815206c063014beff8eff4c8025353723ac67603f49a119224 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,755   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.11.1-py3-none-any.whl#sha256=317a24e4870d587820f8d5be294e2e9a6ad09f70566ce4380506085c47b2fc0a (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,756   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.11.2-py3-none-any.whl#sha256=762d5b0c5f82869237d5375d2a8774f99654c3b693d6f77bf6e9decc78b7fd5d (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,756   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.11.3-py3-none-any.whl#sha256=55e9a0042694ba7fa482f733a1d548c0180bccf0e35e090b85d7b9050c95162b (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,757   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.11.4-py3-none-any.whl#sha256=cf1ee85db62d31642b32742aba0a026a941b85cf4bb49ec48ef09b9e241f3bf5 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,757   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.0-py3-none-any.whl#sha256=061d9407266b9d100113fa2d11890a8d5d56f8b496305c5864f08a9af35fcc12 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,758   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.1-py3-none-any.whl#sha256=bc5ddc6b683bf26a0b9a8c47ada13d29918503664e9e1c3fdefae73121f3a327 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,758   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.2-py3-none-any.whl#sha256=bb7605db211272947ba451cdad35a2b4f554167361f0c08acedbfb0723ac7ab8 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,759   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.3-py3-none-any.whl#sha256=eb77b047b61a087b286e01afea6ee9761c9e687479a4e551be085d82612ed220 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,759   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.4-py3-none-any.whl#sha256=af5fa8000dd449fb6d98420287b2049b5e68d268fa1529fa96955b5fe7637c13 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,760   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.12.5-py3-none-any.whl#sha256=06bb080be5b0469037e68db56a7feb10da911a396a47d598598d8d8c50d07419 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,760   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.13.0-py3-none-any.whl#sha256=67b7429e60cdd5e1e3a808592a87a591c028af62de8e2fec2535b4a3105f21b7 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,761   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.9.0-py3-none-any.whl#sha256=1feb6b731a9af26aac7a1e6fab74e85dd960562a1dca6e4c5c9d10234a570e82 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,761   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.9.2-py3-none-any.whl#sha256=b7fad95c7f041f18a621439aa3cd19fc79d76caa85a93967163566c10b7c6348 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,762   Skipping link: No binaries permitted for apache-iotdb: https://www.piwheels.org/simple/apache-iotdb/apache_iotdb-0.9.3-py3-none-any.whl#sha256=b535b53a5182dc94116e67edb4a34c1efb007574273e2ff4ad72ebc3b4634326 (from https://www.piwheels.org/simple/apache-iotdb/) (requires-python:>=3.7)
2022-03-21T03:54:00,763 Skipping link: not a file: https://www.piwheels.org/simple/apache-iotdb/
2022-03-21T03:54:00,763 Skipping link: not a file: https://pypi.org/simple/apache-iotdb/
2022-03-21T03:54:00,804 Given no hashes to check 1 links for project 'apache-iotdb': discarding no candidates
2022-03-21T03:54:00,836 Collecting apache-iotdb==0.13.0.post1
2022-03-21T03:54:00,840   Created temporary directory: /tmp/pip-unpack-ygoj92er
2022-03-21T03:54:01,100   Downloading apache-iotdb-0.13.0.post1.tar.gz (52 kB)
2022-03-21T03:54:01,340   Added apache-iotdb==0.13.0.post1 from https://files.pythonhosted.org/packages/7e/3e/40f0d900e04598036cc65ae437a2ee9f4aa149860d434a6f4b291460582c/apache-iotdb-0.13.0.post1.tar.gz#sha256=1f971f4ef6525a5971794967ba5e9a5ee4858237d17493c0de889cb14f9f76e3 to build tracker '/tmp/pip-req-tracker-ww1obhwm'
2022-03-21T03:54:01,350   Created temporary directory: /tmp/pip-build-env-pcbgg6j_
2022-03-21T03:54:01,364   Created temporary directory: /tmp/pip-standalone-pip-ri5qy3hn
2022-03-21T03:54:03,547   Installing build dependencies: started
2022-03-21T03:54:03,549   Running command pip subprocess to install build dependencies
2022-03-21T03:54:13,624   Using pip 22.0.3 from /tmp/pip-standalone-pip-ri5qy3hn/__env_pip__.zip/pip (python 3.7)
2022-03-21T03:54:14,997   Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2022-03-21T03:54:18,981   Collecting setuptools>=40.8.0
2022-03-21T03:54:19,232     Using cached https://www.piwheels.org/simple/setuptools/setuptools-60.10.0-py3-none-any.whl (1.1 MB)
2022-03-21T03:54:19,877   Collecting wheel
2022-03-21T03:54:19,916     Using cached https://www.piwheels.org/simple/wheel/wheel-0.37.1-py2.py3-none-any.whl (35 kB)
2022-03-21T03:54:24,664   Installing collected packages: wheel, setuptools
2022-03-21T03:54:24,944     Creating /tmp/pip-build-env-pcbgg6j_/overlay/bin
2022-03-21T03:54:24,949     changing mode of /tmp/pip-build-env-pcbgg6j_/overlay/bin/wheel to 755
2022-03-21T03:54:28,825   Successfully installed setuptools-60.10.0 wheel-0.37.1
2022-03-21T03:54:28,993   WARNING: You are using pip version 22.0.3; however, version 22.0.4 is available.
2022-03-21T03:54:28,994   You should consider upgrading via the '/usr/bin/python3 -m pip install --upgrade pip' command.
2022-03-21T03:54:29,466   Installing build dependencies: finished with status 'done'
2022-03-21T03:54:29,492   Getting requirements to build wheel: started
2022-03-21T03:54:29,494   Running command Getting requirements to build wheel
2022-03-21T03:54:31,384   <!--

2022-03-21T03:54:31,386       Licensed to the Apache Software Foundation (ASF) under one
2022-03-21T03:54:31,386       or more contributor license agreements.  See the NOTICE file
2022-03-21T03:54:31,387       distributed with this work for additional information
2022-03-21T03:54:31,387       regarding copyright ownership.  The ASF licenses this file
2022-03-21T03:54:31,387       to you under the Apache License, Version 2.0 (the
2022-03-21T03:54:31,388       "License"); you may not use this file except in compliance
2022-03-21T03:54:31,388       with the License.  You may obtain a copy of the License at

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2022-03-21T03:54:31,389       Unless required by applicable law or agreed to in writing,
2022-03-21T03:54:31,390       software distributed under the License is distributed on an
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2022-03-21T03:54:31,391       under the License.

2022-03-21T03:54:31,392   -->

2022-03-21T03:54:31,392   # Apache IoTDB

2022-03-21T03:54:31,393   [![Main Mac and Linux](https://github.com/apache/iotdb/actions/workflows/main-unix.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-unix.yml)
2022-03-21T03:54:31,393   [![Main Win](https://github.com/apache/iotdb/actions/workflows/main-win.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-win.yml)
2022-03-21T03:54:31,394   [![coveralls](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)
2022-03-21T03:54:31,394   [![GitHub release](https://img.shields.io/github/release/apache/iotdb.svg)](https://github.com/apache/iotdb/releases)
2022-03-21T03:54:31,394   [![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html)
2022-03-21T03:54:31,395   ![](https://github-size-badge.herokuapp.com/apache/iotdb.svg)
2022-03-21T03:54:31,395   ![](https://img.shields.io/github/downloads/apache/iotdb/total.svg)
2022-03-21T03:54:31,395   ![](https://img.shields.io/badge/platform-win10%20%7C%20macox%20%7C%20linux-yellow.svg)
2022-03-21T03:54:31,396   ![](https://img.shields.io/badge/java--language-1.8-blue.svg)
2022-03-21T03:54:31,396   [![IoTDB Website](https://img.shields.io/website-up-down-green-red/https/shields.io.svg?label=iotdb-website)](https://iotdb.apache.org/)


2022-03-21T03:54:31,397   Apache IoTDB (Database for Internet of Things) is an IoT native database with high performance for
2022-03-21T03:54:31,397   data management and analysis, deployable on the edge and the cloud. Due to its light-weight
2022-03-21T03:54:31,398   architecture, high performance and rich feature set together with its deep integration with
2022-03-21T03:54:31,398   Apache Hadoop, Spark and Flink, Apache IoTDB can meet the requirements of massive data storage,
2022-03-21T03:54:31,398   high-speed data ingestion and complex data analysis in the IoT industrial fields.


2022-03-21T03:54:31,399   # Apache IoTDB Python Client API

2022-03-21T03:54:31,400   Using the package, you can write data to IoTDB, read data from IoTDB and maintain the schema of IoTDB.

2022-03-21T03:54:31,401   ## Requirements

2022-03-21T03:54:31,401   You have to install thrift (>=0.13) before using the package.

2022-03-21T03:54:31,402   ## How to use (Example)

2022-03-21T03:54:31,402   First, download the package: `pip3 install apache-iotdb`

2022-03-21T03:54:31,403   You can get an example of using the package to read and write data at here: [Example](https://github.com/apache/iotdb/blob/rel/0.11/client-py/src/SessionExample.py)

2022-03-21T03:54:31,404   (you need to add `import iotdb` in the head of the file)

2022-03-21T03:54:31,404   Or:

2022-03-21T03:54:31,405   ```python

2022-03-21T03:54:31,406   from iotdb.Session import Session

2022-03-21T03:54:31,406   ip = "127.0.0.1"
2022-03-21T03:54:31,407   port_ = "6667"
2022-03-21T03:54:31,407   username_ = 'root'
2022-03-21T03:54:31,407   password_ = 'root'
2022-03-21T03:54:31,407   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:31,408   session.open(False)
2022-03-21T03:54:31,408   zone = session.get_time_zone()
2022-03-21T03:54:31,408   session.close()

2022-03-21T03:54:31,409   ```

2022-03-21T03:54:31,410   ## IoTDB Testcontainer

2022-03-21T03:54:31,410   The Test Support is based on the lib `testcontainers` (https://testcontainers-python.readthedocs.io/en/latest/index.html) which you need to install in your project if you want to use the feature.

2022-03-21T03:54:31,411   To start (and stop) an IoTDB Database in a Docker container simply do:
2022-03-21T03:54:31,411   ```
2022-03-21T03:54:31,412   class MyTestCase(unittest.TestCase):

2022-03-21T03:54:31,412       def test_something(self):
2022-03-21T03:54:31,412           with IoTDBContainer() as c:
2022-03-21T03:54:31,413               session = Session('localhost', c.get_exposed_port(6667), 'root', 'root')
2022-03-21T03:54:31,413               session.open(False)
2022-03-21T03:54:31,413               result = session.execute_query_statement("SHOW TIMESERIES")
2022-03-21T03:54:31,414               print(result)
2022-03-21T03:54:31,414               session.close()
2022-03-21T03:54:31,414   ```

2022-03-21T03:54:31,415   by default it will load the image `apache/iotdb:latest`, if you want a specific version just pass it like e.g. `IoTDBContainer("apache/iotdb:0.12.0")` to get version `0.12.0` running.

2022-03-21T03:54:31,416   ## Pandas Support

2022-03-21T03:54:31,416   To easily transform a query result to a [Pandas Dataframe](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html)
2022-03-21T03:54:31,417   the SessionDataSet has a method `.todf()` which consumes the dataset and transforms it to a pandas dataframe.

2022-03-21T03:54:31,417   Example:

2022-03-21T03:54:31,418   ```python

2022-03-21T03:54:31,418   from iotdb.Session import Session

2022-03-21T03:54:31,419   ip = "127.0.0.1"
2022-03-21T03:54:31,419   port_ = "6667"
2022-03-21T03:54:31,420   username_ = 'root'
2022-03-21T03:54:31,420   password_ = 'root'
2022-03-21T03:54:31,420   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:31,421   session.open(False)
2022-03-21T03:54:31,421   result = session.execute_query_statement("SELECT * FROM root.*")

2022-03-21T03:54:31,421   # Transform to Pandas Dataset
2022-03-21T03:54:31,422   df = result.todf()

2022-03-21T03:54:31,422   session.close()

2022-03-21T03:54:31,423   # Now you can work with the dataframe
2022-03-21T03:54:31,423   df = ...
2022-03-21T03:54:31,424   ```

2022-03-21T03:54:31,424   ## Developers

2022-03-21T03:54:31,425   ### Introduction

2022-03-21T03:54:31,425   This is an example of how to connect to IoTDB with python, using the thrift rpc interfaces. Things
2022-03-21T03:54:31,426   are almost the same on Windows or Linux, but pay attention to the difference like path separator.

2022-03-21T03:54:31,426   ### Prerequisites

2022-03-21T03:54:31,427   python3.7 or later is preferred.

2022-03-21T03:54:31,428   You have to install Thrift (0.11.0 or later) to compile our thrift file into python code. Below is the official
2022-03-21T03:54:31,428   tutorial of installation, eventually, you should have a thrift executable.

2022-03-21T03:54:31,429   ```
2022-03-21T03:54:31,429   http://thrift.apache.org/docs/install/
2022-03-21T03:54:31,429   ```

2022-03-21T03:54:31,430   Before starting you need to install `requirements_dev.txt` in your python environment, e.g. by calling
2022-03-21T03:54:31,430   ```
2022-03-21T03:54:31,430   pip install -r requirements_dev.txt
2022-03-21T03:54:31,431   ```

2022-03-21T03:54:31,431   ### Compile the thrift library and Debug

2022-03-21T03:54:31,432   In the root of IoTDB's source code folder,  run `mvn clean generate-sources -pl client-py -am`.

2022-03-21T03:54:31,433   This will automatically delete and repopulate the folder `iotdb/thrift` with the generated thrift files.
2022-03-21T03:54:31,433   This folder is ignored from git and should **never be pushed to git!**

2022-03-21T03:54:31,433   **Notice** Do not upload `iotdb/thrift` to the git repo.


2022-03-21T03:54:31,434   ### Session Client & Example

2022-03-21T03:54:31,435   We packed up the Thrift interface in `client-py/src/iotdb/Session.py` (similar with its Java counterpart), also provided
2022-03-21T03:54:31,435   an example file `client-py/src/SessionExample.py` of how to use the session module. please read it carefully.


2022-03-21T03:54:31,436   Or, another simple example:

2022-03-21T03:54:31,437   ```python
2022-03-21T03:54:31,437   from iotdb.Session import Session

2022-03-21T03:54:31,438   ip = "127.0.0.1"
2022-03-21T03:54:31,438   port_ = "6667"
2022-03-21T03:54:31,438   username_ = 'root'
2022-03-21T03:54:31,439   password_ = 'root'
2022-03-21T03:54:31,439   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:31,439   session.open(False)
2022-03-21T03:54:31,440   zone = session.get_time_zone()
2022-03-21T03:54:31,440   session.close()
2022-03-21T03:54:31,440   ```

2022-03-21T03:54:31,441   ### Tests

2022-03-21T03:54:31,441   Please add your custom tests in `tests` folder.
2022-03-21T03:54:31,442   To run all defined tests just type `pytest .` in the root folder.

2022-03-21T03:54:31,442   **Notice** Some tests need docker to be started on your system as a test instance is started in a docker container using [testcontainers](https://testcontainers-python.readthedocs.io/en/latest/index.html).

2022-03-21T03:54:31,443   ### Futher Tools

2022-03-21T03:54:31,443   [black](https://pypi.org/project/black/) and [flake8](https://pypi.org/project/flake8/) are installed for autoformatting and linting.
2022-03-21T03:54:31,444   Both can be run by `black .` or `flake8 .` respectively.

2022-03-21T03:54:31,444   ## Releasing

2022-03-21T03:54:31,445   To do a release just ensure that you have the right set of generated thrift files.
2022-03-21T03:54:31,445   Then run linting and auto-formatting.
2022-03-21T03:54:31,445   Then, ensure that all tests work (via `pytest .`).
2022-03-21T03:54:31,446   Then you are good to go to do a release!

2022-03-21T03:54:31,446   ### Preparing your environment

2022-03-21T03:54:31,447   First, install all necessary dev dependencies via `pip install -r requirements_dev.txt`.

2022-03-21T03:54:31,448   ### Doing the Release

2022-03-21T03:54:31,448   There is a convenient script `release.sh` to do all steps for a release.
2022-03-21T03:54:31,449   Namely, these are

2022-03-21T03:54:31,449   * Remove all transient directories from last release (if exists)
2022-03-21T03:54:31,449   * (Re-)generate all generated sources via mvn
2022-03-21T03:54:31,450   * Run Linting (flake8)
2022-03-21T03:54:31,450   * Run Tests via pytest
2022-03-21T03:54:31,450   * Build
2022-03-21T03:54:31,451   * Release to pypi

2022-03-21T03:54:31,452   running egg_info
2022-03-21T03:54:31,452   writing manifest file 'apache_iotdb.egg-info/SOURCES.txt'
2022-03-21T03:54:31,452   /usr/local/lib/python3.7/dist-packages/setuptools/_distutils/dist.py:275: UserWarning: Unknown distribution option: 'website'
2022-03-21T03:54:31,453     warnings.warn(msg)
2022-03-21T03:54:31,453   /usr/local/lib/python3.7/dist-packages/setuptools/dist.py:493: UserWarning: Normalizing '0.13.0-1' to '0.13.0.post1'
2022-03-21T03:54:31,454     warnings.warn(tmpl.format(**locals()))
2022-03-21T03:54:31,575   Getting requirements to build wheel: finished with status 'done'
2022-03-21T03:54:31,596   Created temporary directory: /tmp/pip-modern-metadata-og97z8gh
2022-03-21T03:54:31,602   Preparing metadata (pyproject.toml): started
2022-03-21T03:54:31,604   Running command Preparing metadata (pyproject.toml)
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2022-03-21T03:54:33,336       Licensed to the Apache Software Foundation (ASF) under one
2022-03-21T03:54:33,337       or more contributor license agreements.  See the NOTICE file
2022-03-21T03:54:33,337       distributed with this work for additional information
2022-03-21T03:54:33,337       regarding copyright ownership.  The ASF licenses this file
2022-03-21T03:54:33,338       to you under the Apache License, Version 2.0 (the
2022-03-21T03:54:33,338       "License"); you may not use this file except in compliance
2022-03-21T03:54:33,338       with the License.  You may obtain a copy of the License at

2022-03-21T03:54:33,339           http://www.apache.org/licenses/LICENSE-2.0

2022-03-21T03:54:33,340       Unless required by applicable law or agreed to in writing,
2022-03-21T03:54:33,340       software distributed under the License is distributed on an
2022-03-21T03:54:33,340       "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
2022-03-21T03:54:33,341       KIND, either express or implied.  See the License for the
2022-03-21T03:54:33,341       specific language governing permissions and limitations
2022-03-21T03:54:33,341       under the License.

2022-03-21T03:54:33,342   -->

2022-03-21T03:54:33,343   # Apache IoTDB

2022-03-21T03:54:33,343   [![Main Mac and Linux](https://github.com/apache/iotdb/actions/workflows/main-unix.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-unix.yml)
2022-03-21T03:54:33,344   [![Main Win](https://github.com/apache/iotdb/actions/workflows/main-win.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-win.yml)
2022-03-21T03:54:33,344   [![coveralls](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)
2022-03-21T03:54:33,344   [![GitHub release](https://img.shields.io/github/release/apache/iotdb.svg)](https://github.com/apache/iotdb/releases)
2022-03-21T03:54:33,345   [![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html)
2022-03-21T03:54:33,345   ![](https://github-size-badge.herokuapp.com/apache/iotdb.svg)
2022-03-21T03:54:33,345   ![](https://img.shields.io/github/downloads/apache/iotdb/total.svg)
2022-03-21T03:54:33,346   ![](https://img.shields.io/badge/platform-win10%20%7C%20macox%20%7C%20linux-yellow.svg)
2022-03-21T03:54:33,346   ![](https://img.shields.io/badge/java--language-1.8-blue.svg)
2022-03-21T03:54:33,346   [![IoTDB Website](https://img.shields.io/website-up-down-green-red/https/shields.io.svg?label=iotdb-website)](https://iotdb.apache.org/)


2022-03-21T03:54:33,347   Apache IoTDB (Database for Internet of Things) is an IoT native database with high performance for
2022-03-21T03:54:33,347   data management and analysis, deployable on the edge and the cloud. Due to its light-weight
2022-03-21T03:54:33,348   architecture, high performance and rich feature set together with its deep integration with
2022-03-21T03:54:33,348   Apache Hadoop, Spark and Flink, Apache IoTDB can meet the requirements of massive data storage,
2022-03-21T03:54:33,348   high-speed data ingestion and complex data analysis in the IoT industrial fields.


2022-03-21T03:54:33,349   # Apache IoTDB Python Client API

2022-03-21T03:54:33,350   Using the package, you can write data to IoTDB, read data from IoTDB and maintain the schema of IoTDB.

2022-03-21T03:54:33,351   ## Requirements

2022-03-21T03:54:33,351   You have to install thrift (>=0.13) before using the package.

2022-03-21T03:54:33,352   ## How to use (Example)

2022-03-21T03:54:33,353   First, download the package: `pip3 install apache-iotdb`

2022-03-21T03:54:33,353   You can get an example of using the package to read and write data at here: [Example](https://github.com/apache/iotdb/blob/rel/0.11/client-py/src/SessionExample.py)

2022-03-21T03:54:33,354   (you need to add `import iotdb` in the head of the file)

2022-03-21T03:54:33,355   Or:

2022-03-21T03:54:33,355   ```python

2022-03-21T03:54:33,356   from iotdb.Session import Session

2022-03-21T03:54:33,356   ip = "127.0.0.1"
2022-03-21T03:54:33,357   port_ = "6667"
2022-03-21T03:54:33,357   username_ = 'root'
2022-03-21T03:54:33,357   password_ = 'root'
2022-03-21T03:54:33,358   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:33,358   session.open(False)
2022-03-21T03:54:33,358   zone = session.get_time_zone()
2022-03-21T03:54:33,359   session.close()

2022-03-21T03:54:33,359   ```

2022-03-21T03:54:33,360   ## IoTDB Testcontainer

2022-03-21T03:54:33,360   The Test Support is based on the lib `testcontainers` (https://testcontainers-python.readthedocs.io/en/latest/index.html) which you need to install in your project if you want to use the feature.

2022-03-21T03:54:33,361   To start (and stop) an IoTDB Database in a Docker container simply do:
2022-03-21T03:54:33,361   ```
2022-03-21T03:54:33,362   class MyTestCase(unittest.TestCase):

2022-03-21T03:54:33,362       def test_something(self):
2022-03-21T03:54:33,362           with IoTDBContainer() as c:
2022-03-21T03:54:33,363               session = Session('localhost', c.get_exposed_port(6667), 'root', 'root')
2022-03-21T03:54:33,363               session.open(False)
2022-03-21T03:54:33,363               result = session.execute_query_statement("SHOW TIMESERIES")
2022-03-21T03:54:33,364               print(result)
2022-03-21T03:54:33,364               session.close()
2022-03-21T03:54:33,364   ```

2022-03-21T03:54:33,365   by default it will load the image `apache/iotdb:latest`, if you want a specific version just pass it like e.g. `IoTDBContainer("apache/iotdb:0.12.0")` to get version `0.12.0` running.

2022-03-21T03:54:33,366   ## Pandas Support

2022-03-21T03:54:33,366   To easily transform a query result to a [Pandas Dataframe](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html)
2022-03-21T03:54:33,367   the SessionDataSet has a method `.todf()` which consumes the dataset and transforms it to a pandas dataframe.

2022-03-21T03:54:33,367   Example:

2022-03-21T03:54:33,368   ```python

2022-03-21T03:54:33,369   from iotdb.Session import Session

2022-03-21T03:54:33,369   ip = "127.0.0.1"
2022-03-21T03:54:33,370   port_ = "6667"
2022-03-21T03:54:33,370   username_ = 'root'
2022-03-21T03:54:33,370   password_ = 'root'
2022-03-21T03:54:33,371   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:33,371   session.open(False)
2022-03-21T03:54:33,371   result = session.execute_query_statement("SELECT * FROM root.*")

2022-03-21T03:54:33,372   # Transform to Pandas Dataset
2022-03-21T03:54:33,372   df = result.todf()

2022-03-21T03:54:33,373   session.close()

2022-03-21T03:54:33,373   # Now you can work with the dataframe
2022-03-21T03:54:33,374   df = ...
2022-03-21T03:54:33,374   ```

2022-03-21T03:54:33,375   ## Developers

2022-03-21T03:54:33,375   ### Introduction

2022-03-21T03:54:33,376   This is an example of how to connect to IoTDB with python, using the thrift rpc interfaces. Things
2022-03-21T03:54:33,376   are almost the same on Windows or Linux, but pay attention to the difference like path separator.

2022-03-21T03:54:33,377   ### Prerequisites

2022-03-21T03:54:33,378   python3.7 or later is preferred.

2022-03-21T03:54:33,378   You have to install Thrift (0.11.0 or later) to compile our thrift file into python code. Below is the official
2022-03-21T03:54:33,379   tutorial of installation, eventually, you should have a thrift executable.

2022-03-21T03:54:33,379   ```
2022-03-21T03:54:33,380   http://thrift.apache.org/docs/install/
2022-03-21T03:54:33,380   ```

2022-03-21T03:54:33,381   Before starting you need to install `requirements_dev.txt` in your python environment, e.g. by calling
2022-03-21T03:54:33,381   ```
2022-03-21T03:54:33,381   pip install -r requirements_dev.txt
2022-03-21T03:54:33,382   ```

2022-03-21T03:54:33,382   ### Compile the thrift library and Debug

2022-03-21T03:54:33,383   In the root of IoTDB's source code folder,  run `mvn clean generate-sources -pl client-py -am`.

2022-03-21T03:54:33,383   This will automatically delete and repopulate the folder `iotdb/thrift` with the generated thrift files.
2022-03-21T03:54:33,384   This folder is ignored from git and should **never be pushed to git!**

2022-03-21T03:54:33,384   **Notice** Do not upload `iotdb/thrift` to the git repo.


2022-03-21T03:54:33,385   ### Session Client & Example

2022-03-21T03:54:33,386   We packed up the Thrift interface in `client-py/src/iotdb/Session.py` (similar with its Java counterpart), also provided
2022-03-21T03:54:33,386   an example file `client-py/src/SessionExample.py` of how to use the session module. please read it carefully.


2022-03-21T03:54:33,387   Or, another simple example:

2022-03-21T03:54:33,388   ```python
2022-03-21T03:54:33,388   from iotdb.Session import Session

2022-03-21T03:54:33,389   ip = "127.0.0.1"
2022-03-21T03:54:33,389   port_ = "6667"
2022-03-21T03:54:33,389   username_ = 'root'
2022-03-21T03:54:33,390   password_ = 'root'
2022-03-21T03:54:33,390   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:33,390   session.open(False)
2022-03-21T03:54:33,391   zone = session.get_time_zone()
2022-03-21T03:54:33,391   session.close()
2022-03-21T03:54:33,391   ```

2022-03-21T03:54:33,392   ### Tests

2022-03-21T03:54:33,392   Please add your custom tests in `tests` folder.
2022-03-21T03:54:33,393   To run all defined tests just type `pytest .` in the root folder.

2022-03-21T03:54:33,393   **Notice** Some tests need docker to be started on your system as a test instance is started in a docker container using [testcontainers](https://testcontainers-python.readthedocs.io/en/latest/index.html).

2022-03-21T03:54:33,394   ### Futher Tools

2022-03-21T03:54:33,395   [black](https://pypi.org/project/black/) and [flake8](https://pypi.org/project/flake8/) are installed for autoformatting and linting.
2022-03-21T03:54:33,395   Both can be run by `black .` or `flake8 .` respectively.

2022-03-21T03:54:33,396   ## Releasing

2022-03-21T03:54:33,396   To do a release just ensure that you have the right set of generated thrift files.
2022-03-21T03:54:33,396   Then run linting and auto-formatting.
2022-03-21T03:54:33,397   Then, ensure that all tests work (via `pytest .`).
2022-03-21T03:54:33,397   Then you are good to go to do a release!

2022-03-21T03:54:33,398   ### Preparing your environment

2022-03-21T03:54:33,398   First, install all necessary dev dependencies via `pip install -r requirements_dev.txt`.

2022-03-21T03:54:33,399   ### Doing the Release

2022-03-21T03:54:33,399   There is a convenient script `release.sh` to do all steps for a release.
2022-03-21T03:54:33,400   Namely, these are

2022-03-21T03:54:33,400   * Remove all transient directories from last release (if exists)
2022-03-21T03:54:33,401   * (Re-)generate all generated sources via mvn
2022-03-21T03:54:33,401   * Run Linting (flake8)
2022-03-21T03:54:33,401   * Run Tests via pytest
2022-03-21T03:54:33,402   * Build
2022-03-21T03:54:33,402   * Release to pypi

2022-03-21T03:54:33,402   running dist_info
2022-03-21T03:54:33,403   creating /tmp/pip-modern-metadata-og97z8gh/apache_iotdb.egg-info
2022-03-21T03:54:33,403   writing manifest file '/tmp/pip-modern-metadata-og97z8gh/apache_iotdb.egg-info/SOURCES.txt'
2022-03-21T03:54:33,411   writing manifest file '/tmp/pip-modern-metadata-og97z8gh/apache_iotdb.egg-info/SOURCES.txt'
2022-03-21T03:54:33,983   /usr/local/lib/python3.7/dist-packages/setuptools/_distutils/dist.py:275: UserWarning: Unknown distribution option: 'website'
2022-03-21T03:54:33,984     warnings.warn(msg)
2022-03-21T03:54:33,984   /usr/local/lib/python3.7/dist-packages/setuptools/dist.py:493: UserWarning: Normalizing '0.13.0-1' to '0.13.0.post1'
2022-03-21T03:54:33,985     warnings.warn(tmpl.format(**locals()))
2022-03-21T03:54:34,115   Preparing metadata (pyproject.toml): finished with status 'done'
2022-03-21T03:54:34,131   Source in /tmp/pip-wheel-aubzjpfo/apache-iotdb_ed704d8e9d644213978f453f55e6c9a8 has version 0.13.0.post1, which satisfies requirement apache-iotdb==0.13.0.post1 from https://files.pythonhosted.org/packages/7e/3e/40f0d900e04598036cc65ae437a2ee9f4aa149860d434a6f4b291460582c/apache-iotdb-0.13.0.post1.tar.gz#sha256=1f971f4ef6525a5971794967ba5e9a5ee4858237d17493c0de889cb14f9f76e3
2022-03-21T03:54:34,133   Removed apache-iotdb==0.13.0.post1 from https://files.pythonhosted.org/packages/7e/3e/40f0d900e04598036cc65ae437a2ee9f4aa149860d434a6f4b291460582c/apache-iotdb-0.13.0.post1.tar.gz#sha256=1f971f4ef6525a5971794967ba5e9a5ee4858237d17493c0de889cb14f9f76e3 from build tracker '/tmp/pip-req-tracker-ww1obhwm'
2022-03-21T03:54:34,148 Created temporary directory: /tmp/pip-unpack-5eau31d9
2022-03-21T03:54:34,149 Building wheels for collected packages: apache-iotdb
2022-03-21T03:54:34,159   Created temporary directory: /tmp/pip-wheel-_zsv3va3
2022-03-21T03:54:34,159   Destination directory: /tmp/pip-wheel-_zsv3va3
2022-03-21T03:54:34,164   Building wheel for apache-iotdb (pyproject.toml): started
2022-03-21T03:54:34,166   Running command Building wheel for apache-iotdb (pyproject.toml)
2022-03-21T03:54:35,980   <!--

2022-03-21T03:54:35,982       Licensed to the Apache Software Foundation (ASF) under one
2022-03-21T03:54:35,982       or more contributor license agreements.  See the NOTICE file
2022-03-21T03:54:35,982       distributed with this work for additional information
2022-03-21T03:54:35,983       regarding copyright ownership.  The ASF licenses this file
2022-03-21T03:54:35,983       to you under the Apache License, Version 2.0 (the
2022-03-21T03:54:35,983       "License"); you may not use this file except in compliance
2022-03-21T03:54:35,984       with the License.  You may obtain a copy of the License at

2022-03-21T03:54:35,985           http://www.apache.org/licenses/LICENSE-2.0

2022-03-21T03:54:35,985       Unless required by applicable law or agreed to in writing,
2022-03-21T03:54:35,986       software distributed under the License is distributed on an
2022-03-21T03:54:35,986       "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
2022-03-21T03:54:35,987       KIND, either express or implied.  See the License for the
2022-03-21T03:54:35,987       specific language governing permissions and limitations
2022-03-21T03:54:35,987       under the License.

2022-03-21T03:54:35,988   -->

2022-03-21T03:54:35,989   # Apache IoTDB

2022-03-21T03:54:35,990   [![Main Mac and Linux](https://github.com/apache/iotdb/actions/workflows/main-unix.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-unix.yml)
2022-03-21T03:54:35,990   [![Main Win](https://github.com/apache/iotdb/actions/workflows/main-win.yml/badge.svg)](https://github.com/apache/iotdb/actions/workflows/main-win.yml)
2022-03-21T03:54:35,990   [![coveralls](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)](https://coveralls.io/repos/github/apache/iotdb/badge.svg?branch=master)
2022-03-21T03:54:35,990   [![GitHub release](https://img.shields.io/github/release/apache/iotdb.svg)](https://github.com/apache/iotdb/releases)
2022-03-21T03:54:35,991   [![License](https://img.shields.io/badge/license-Apache%202-4EB1BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html)
2022-03-21T03:54:35,991   ![](https://github-size-badge.herokuapp.com/apache/iotdb.svg)
2022-03-21T03:54:35,991   ![](https://img.shields.io/github/downloads/apache/iotdb/total.svg)
2022-03-21T03:54:35,992   ![](https://img.shields.io/badge/platform-win10%20%7C%20macox%20%7C%20linux-yellow.svg)
2022-03-21T03:54:35,992   ![](https://img.shields.io/badge/java--language-1.8-blue.svg)
2022-03-21T03:54:35,992   [![IoTDB Website](https://img.shields.io/website-up-down-green-red/https/shields.io.svg?label=iotdb-website)](https://iotdb.apache.org/)


2022-03-21T03:54:35,993   Apache IoTDB (Database for Internet of Things) is an IoT native database with high performance for
2022-03-21T03:54:35,993   data management and analysis, deployable on the edge and the cloud. Due to its light-weight
2022-03-21T03:54:35,994   architecture, high performance and rich feature set together with its deep integration with
2022-03-21T03:54:35,994   Apache Hadoop, Spark and Flink, Apache IoTDB can meet the requirements of massive data storage,
2022-03-21T03:54:35,994   high-speed data ingestion and complex data analysis in the IoT industrial fields.


2022-03-21T03:54:35,995   # Apache IoTDB Python Client API

2022-03-21T03:54:35,996   Using the package, you can write data to IoTDB, read data from IoTDB and maintain the schema of IoTDB.

2022-03-21T03:54:35,997   ## Requirements

2022-03-21T03:54:35,997   You have to install thrift (>=0.13) before using the package.

2022-03-21T03:54:35,998   ## How to use (Example)

2022-03-21T03:54:35,999   First, download the package: `pip3 install apache-iotdb`

2022-03-21T03:54:35,999   You can get an example of using the package to read and write data at here: [Example](https://github.com/apache/iotdb/blob/rel/0.11/client-py/src/SessionExample.py)

2022-03-21T03:54:36,000   (you need to add `import iotdb` in the head of the file)

2022-03-21T03:54:36,001   Or:

2022-03-21T03:54:36,002   ```python

2022-03-21T03:54:36,002   from iotdb.Session import Session

2022-03-21T03:54:36,003   ip = "127.0.0.1"
2022-03-21T03:54:36,003   port_ = "6667"
2022-03-21T03:54:36,004   username_ = 'root'
2022-03-21T03:54:36,004   password_ = 'root'
2022-03-21T03:54:36,004   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:36,005   session.open(False)
2022-03-21T03:54:36,005   zone = session.get_time_zone()
2022-03-21T03:54:36,005   session.close()

2022-03-21T03:54:36,006   ```

2022-03-21T03:54:36,007   ## IoTDB Testcontainer

2022-03-21T03:54:36,007   The Test Support is based on the lib `testcontainers` (https://testcontainers-python.readthedocs.io/en/latest/index.html) which you need to install in your project if you want to use the feature.

2022-03-21T03:54:36,008   To start (and stop) an IoTDB Database in a Docker container simply do:
2022-03-21T03:54:36,009   ```
2022-03-21T03:54:36,009   class MyTestCase(unittest.TestCase):

2022-03-21T03:54:36,009       def test_something(self):
2022-03-21T03:54:36,010           with IoTDBContainer() as c:
2022-03-21T03:54:36,010               session = Session('localhost', c.get_exposed_port(6667), 'root', 'root')
2022-03-21T03:54:36,010               session.open(False)
2022-03-21T03:54:36,011               result = session.execute_query_statement("SHOW TIMESERIES")
2022-03-21T03:54:36,011               print(result)
2022-03-21T03:54:36,011               session.close()
2022-03-21T03:54:36,012   ```

2022-03-21T03:54:36,012   by default it will load the image `apache/iotdb:latest`, if you want a specific version just pass it like e.g. `IoTDBContainer("apache/iotdb:0.12.0")` to get version `0.12.0` running.

2022-03-21T03:54:36,013   ## Pandas Support

2022-03-21T03:54:36,014   To easily transform a query result to a [Pandas Dataframe](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html)
2022-03-21T03:54:36,014   the SessionDataSet has a method `.todf()` which consumes the dataset and transforms it to a pandas dataframe.

2022-03-21T03:54:36,015   Example:

2022-03-21T03:54:36,016   ```python

2022-03-21T03:54:36,017   from iotdb.Session import Session

2022-03-21T03:54:36,017   ip = "127.0.0.1"
2022-03-21T03:54:36,018   port_ = "6667"
2022-03-21T03:54:36,018   username_ = 'root'
2022-03-21T03:54:36,018   password_ = 'root'
2022-03-21T03:54:36,019   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:36,019   session.open(False)
2022-03-21T03:54:36,019   result = session.execute_query_statement("SELECT * FROM root.*")

2022-03-21T03:54:36,020   # Transform to Pandas Dataset
2022-03-21T03:54:36,020   df = result.todf()

2022-03-21T03:54:36,021   session.close()

2022-03-21T03:54:36,021   # Now you can work with the dataframe
2022-03-21T03:54:36,022   df = ...
2022-03-21T03:54:36,022   ```

2022-03-21T03:54:36,023   ## Developers

2022-03-21T03:54:36,023   ### Introduction

2022-03-21T03:54:36,024   This is an example of how to connect to IoTDB with python, using the thrift rpc interfaces. Things
2022-03-21T03:54:36,024   are almost the same on Windows or Linux, but pay attention to the difference like path separator.

2022-03-21T03:54:36,025   ### Prerequisites

2022-03-21T03:54:36,025   python3.7 or later is preferred.

2022-03-21T03:54:36,026   You have to install Thrift (0.11.0 or later) to compile our thrift file into python code. Below is the official
2022-03-21T03:54:36,026   tutorial of installation, eventually, you should have a thrift executable.

2022-03-21T03:54:36,027   ```
2022-03-21T03:54:36,027   http://thrift.apache.org/docs/install/
2022-03-21T03:54:36,027   ```

2022-03-21T03:54:36,028   Before starting you need to install `requirements_dev.txt` in your python environment, e.g. by calling
2022-03-21T03:54:36,028   ```
2022-03-21T03:54:36,028   pip install -r requirements_dev.txt
2022-03-21T03:54:36,029   ```

2022-03-21T03:54:36,029   ### Compile the thrift library and Debug

2022-03-21T03:54:36,030   In the root of IoTDB's source code folder,  run `mvn clean generate-sources -pl client-py -am`.

2022-03-21T03:54:36,030   This will automatically delete and repopulate the folder `iotdb/thrift` with the generated thrift files.
2022-03-21T03:54:36,031   This folder is ignored from git and should **never be pushed to git!**

2022-03-21T03:54:36,031   **Notice** Do not upload `iotdb/thrift` to the git repo.


2022-03-21T03:54:36,032   ### Session Client & Example

2022-03-21T03:54:36,033   We packed up the Thrift interface in `client-py/src/iotdb/Session.py` (similar with its Java counterpart), also provided
2022-03-21T03:54:36,033   an example file `client-py/src/SessionExample.py` of how to use the session module. please read it carefully.


2022-03-21T03:54:36,034   Or, another simple example:

2022-03-21T03:54:36,035   ```python
2022-03-21T03:54:36,035   from iotdb.Session import Session

2022-03-21T03:54:36,036   ip = "127.0.0.1"
2022-03-21T03:54:36,036   port_ = "6667"
2022-03-21T03:54:36,037   username_ = 'root'
2022-03-21T03:54:36,038   password_ = 'root'
2022-03-21T03:54:36,038   session = Session(ip, port_, username_, password_)
2022-03-21T03:54:36,038   session.open(False)
2022-03-21T03:54:36,039   zone = session.get_time_zone()
2022-03-21T03:54:36,039   session.close()
2022-03-21T03:54:36,039   ```

2022-03-21T03:54:36,040   ### Tests

2022-03-21T03:54:36,041   Please add your custom tests in `tests` folder.
2022-03-21T03:54:36,041   To run all defined tests just type `pytest .` in the root folder.

2022-03-21T03:54:36,042   **Notice** Some tests need docker to be started on your system as a test instance is started in a docker container using [testcontainers](https://testcontainers-python.readthedocs.io/en/latest/index.html).

2022-03-21T03:54:36,042   ### Futher Tools

2022-03-21T03:54:36,043   [black](https://pypi.org/project/black/) and [flake8](https://pypi.org/project/flake8/) are installed for autoformatting and linting.
2022-03-21T03:54:36,044   Both can be run by `black .` or `flake8 .` respectively.

2022-03-21T03:54:36,044   ## Releasing

2022-03-21T03:54:36,045   To do a release just ensure that you have the right set of generated thrift files.
2022-03-21T03:54:36,045   Then run linting and auto-formatting.
2022-03-21T03:54:36,046   Then, ensure that all tests work (via `pytest .`).
2022-03-21T03:54:36,046   Then you are good to go to do a release!

2022-03-21T03:54:36,047   ### Preparing your environment

2022-03-21T03:54:36,047   First, install all necessary dev dependencies via `pip install -r requirements_dev.txt`.

2022-03-21T03:54:36,048   ### Doing the Release

2022-03-21T03:54:36,049   There is a convenient script `release.sh` to do all steps for a release.
2022-03-21T03:54:36,049   Namely, these are

2022-03-21T03:54:36,049   * Remove all transient directories from last release (if exists)
2022-03-21T03:54:36,050   * (Re-)generate all generated sources via mvn
2022-03-21T03:54:36,050   * Run Linting (flake8)
2022-03-21T03:54:36,050   * Run Tests via pytest
2022-03-21T03:54:36,051   * Build
2022-03-21T03:54:36,051   * Release to pypi

2022-03-21T03:54:36,051   running bdist_wheel
2022-03-21T03:54:36,408   running build
2022-03-21T03:54:36,408   running build_py
2022-03-21T03:54:36,416   creating build
2022-03-21T03:54:36,417   creating build/lib
2022-03-21T03:54:36,417   creating build/lib/tests
2022-03-21T03:54:36,419   copying tests/tablet_performance_comparison.py -> build/lib/tests
2022-03-21T03:54:36,424   copying tests/__init__.py -> build/lib/tests
2022-03-21T03:54:36,427   copying tests/test_dataframe.py -> build/lib/tests
2022-03-21T03:54:36,430   copying tests/test_todf.py -> build/lib/tests
2022-03-21T03:54:36,435   creating build/lib/iotdb
2022-03-21T03:54:36,436   copying iotdb/__init__.py -> build/lib/iotdb
2022-03-21T03:54:36,440   copying iotdb/Session.py -> build/lib/iotdb
2022-03-21T03:54:36,445   copying iotdb/IoTDBContainer.py -> build/lib/iotdb
2022-03-21T03:54:36,450   creating build/lib/iotdb/thrift
2022-03-21T03:54:36,451   copying iotdb/thrift/__init__.py -> build/lib/iotdb/thrift
2022-03-21T03:54:36,455   creating build/lib/iotdb/utils
2022-03-21T03:54:36,457   copying iotdb/utils/__init__.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,460   copying iotdb/utils/Tablet.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,464   copying iotdb/utils/NumpyTablet.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,467   copying iotdb/utils/SessionDataSet.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,470   copying iotdb/utils/RowRecord.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,473   copying iotdb/utils/Field.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,478   copying iotdb/utils/IoTDBRpcDataSet.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,482   copying iotdb/utils/BitMap.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,485   copying iotdb/utils/IoTDBConstants.py -> build/lib/iotdb/utils
2022-03-21T03:54:36,489   creating build/lib/iotdb/thrift/rpc
2022-03-21T03:54:36,490   copying iotdb/thrift/rpc/__init__.py -> build/lib/iotdb/thrift/rpc
2022-03-21T03:54:36,494   copying iotdb/thrift/rpc/ttypes.py -> build/lib/iotdb/thrift/rpc
2022-03-21T03:54:36,509   copying iotdb/thrift/rpc/TSIService.py -> build/lib/iotdb/thrift/rpc
2022-03-21T03:54:36,530   copying iotdb/thrift/rpc/constants.py -> build/lib/iotdb/thrift/rpc
2022-03-21T03:54:36,552   running install
2022-03-21T03:54:36,613   running install_lib
2022-03-21T03:54:36,620   creating build/bdist.linux-armv7l
2022-03-21T03:54:36,621   creating build/bdist.linux-armv7l/wheel
2022-03-21T03:54:36,624   creating build/bdist.linux-armv7l/wheel/tests
2022-03-21T03:54:36,644   creating build/bdist.linux-armv7l/wheel/iotdb
2022-03-21T03:54:36,657   creating build/bdist.linux-armv7l/wheel/iotdb/thrift
2022-03-21T03:54:36,662   creating build/bdist.linux-armv7l/wheel/iotdb/thrift/rpc
2022-03-21T03:54:36,709   creating build/bdist.linux-armv7l/wheel/iotdb/utils
2022-03-21T03:54:36,959   running install_egg_info
2022-03-21T03:54:36,999   running egg_info
2022-03-21T03:54:37,032   writing manifest file 'apache_iotdb.egg-info/SOURCES.txt'
2022-03-21T03:54:37,035   Copying apache_iotdb.egg-info to build/bdist.linux-armv7l/wheel/apache_iotdb-0.13.0.post1-py3.7.egg-info
2022-03-21T03:54:37,053   running install_scripts
2022-03-21T03:54:37,406   /usr/local/lib/python3.7/dist-packages/setuptools/_distutils/dist.py:275: UserWarning: Unknown distribution option: 'website'
2022-03-21T03:54:37,407     warnings.warn(msg)
2022-03-21T03:54:37,407   /usr/local/lib/python3.7/dist-packages/setuptools/dist.py:493: UserWarning: Normalizing '0.13.0-1' to '0.13.0.post1'
2022-03-21T03:54:37,408     warnings.warn(tmpl.format(**locals()))
2022-03-21T03:54:37,573   Building wheel for apache-iotdb (pyproject.toml): finished with status 'done'
2022-03-21T03:54:37,590   Created wheel for apache-iotdb: filename=apache_iotdb-0.13.0.post1-py3-none-any.whl size=64146 sha256=d53cf02df2cc507d9caf48167c52d69e24abab9800430de3ff8abf8159bff63b
2022-03-21T03:54:37,592   Stored in directory: /tmp/pip-ephem-wheel-cache-v5aycn28/wheels/70/72/4f/6aaf27218831d15e71576cae6fa6468eccc3a5d3744d86eda6
2022-03-21T03:54:37,618 Successfully built apache-iotdb
2022-03-21T03:54:37,634 Removed build tracker: '/tmp/pip-req-tracker-ww1obhwm'